From 40c64520ca398e73a27b87fe1e75e2b7fcc82bcd Mon Sep 17 00:00:00 2001
From: DesireeWyrzylala <74858504+DesireeWyrzylala@users.noreply.github.com>
Date: Tue, 11 Feb 2025 22:17:44 +0100
Subject: [PATCH] create combined metric plot results iforest and lof comparing

---
 .../anomalien/iForest_groups_anomaly.png      |   Bin 0 -> 54361 bytes
 .../anomalien/lof_groups_anomaly.png          |   Bin 0 -> 52875 bytes
 bilder/evaluation/auc-pr.png                  |   Bin 0 -> 52848 bytes
 bilder/evaluation/groups/iForest_groups.png   |   Bin 0 -> 71498 bytes
 bilder/evaluation/groups/lof_groups.png       |   Bin 0 -> 69858 bytes
 bilder/evaluation/vus-pr.png                  |   Bin 0 -> 53721 bytes
 docs/evaluation/Vergleich der Ergebnisse.md   |   347 +-
 .../AUC-PR_combined_by_group.csv              |    11 +
 .../VUS-PR_combined_by_group.csv              |    20 +-
 .../auc_pr_combined_by_group.csv              |     9 -
 ...ined_dataframe_with_metrics_and_plot.ipynb |  9228 ++++
 src/group_evaluation/create_heatmap.ipynb     | 40780 +---------------
 .../generate_combined_dataframe.ipynb         |   507 +-
 src/models/desi/desi_evaluate_groups.ipynb    |  2370 +-
 14 files changed, 11315 insertions(+), 41957 deletions(-)
 create mode 100644 bilder/evaluation/anomalien/iForest_groups_anomaly.png
 create mode 100644 bilder/evaluation/anomalien/lof_groups_anomaly.png
 create mode 100644 bilder/evaluation/auc-pr.png
 create mode 100644 bilder/evaluation/groups/iForest_groups.png
 create mode 100644 bilder/evaluation/groups/lof_groups.png
 create mode 100644 bilder/evaluation/vus-pr.png
 create mode 100644 docs/evaluation/groupedDataframes/AUC-PR_combined_by_group.csv
 delete mode 100644 docs/evaluation/groupedDataframes/auc_pr_combined_by_group.csv
 create mode 100644 src/group_evaluation/create_combined_dataframe_with_metrics_and_plot.ipynb

diff --git a/bilder/evaluation/anomalien/iForest_groups_anomaly.png b/bilder/evaluation/anomalien/iForest_groups_anomaly.png
new file mode 100644
index 0000000000000000000000000000000000000000..b932823da5e554e8937a7d9557febbfe350c1c5d
GIT binary patch
literal 54361
zcmeAS@N?(olHy`uVBq!ia0y~yU~XYxV2a>iV_;ygI;wG-fq{XsILO_JVcj{ImkbOF
z44y8IAr*0N=5p7FKAri0{+$!OEeuYFbfs2^v1kh|^oq^T=$tN;y!uL*c=q-BZMQFN
ziY<Sg=iJ!#_S&_rIhp0tFTKmVuyyISBN6%=T-U5!d&{JvdDRM*WQB)vLPg5k|38<U
z^LWm~ImXXz&(D1QbME<e{t0`|TYs*bU;gY&`MvUcp3;(%l8QAB3@m6UsLw&F#o%dC
zA6qj6M*}iyaAR=l=wo0~Kt-Bf3{Eo^b-HhML^sQ+!wyxc0t3^i>d`PEA)WXyxyj4R
z8xkG8x^-R5&PiI@+EZ6Y?ys}GdiAPmOuJ#-;WploxVUwD_%|}WS!ch}`gKyOtgP&o
zq@!H7wq}c;ooU>DZEdu>tE;Q$?ZwZYrA6(lvD~_S`|Y6mOJyc*u4TqWi+CMxv~AQ6
z4G9VG_2qr~<jI6DF;BwH{I=dc|NK%)&GnyK>zCZB<LBqUY<%9v`TyVh|9$iKd~Cb+
zr}Fc&i{<-&$4VKe@tB&L29}nZPMtC(<9UzgWVMU8wq|F(zP5Ht&P}7Y)m-ud988QH
z3%Mg}o=y$lGTFo5pa1ME({8zn2aK}}5}j_$lQ<ny^YLiO{o3!D>gwk9Cx1+u64!I1
zc4A`r-;JNr_Z0MoovUzsoff|#x=f+v<k@%Ia&NzQ9sj>-#U=fkhukICW6J}hqN0k-
zpB%iU(DKl8;=Ja^z8hyhzf|$vFluK?&2`W32W8Gb`t<E~{$=HU8z=pJKa^xG3LLbJ
z>i$&xI^k~TbUnV_Hn!-b>Xg~DXTR}f-?h*F&qMw%SJ&4~Wn*V|ers~?$(Cr2-up`@
zI=nXD_qU{0Aiw?Nqe8Lw``9<iv|MOiQ&wJn*?iwe-l}gm)3>hu{NhyV^jNW5lP69T
z{I&l7Fa2Nr|9|kmO|So6UhlsBZrN<^YN>sm`Z9aU;!|$K+P7Tzn)l`g-woZfAI+Xz
zSsDE0ZGQc1x#~9?13b1!2Y$Tva(U6kmJ9y5A0F@9RjD`i)2Bn_b2swVeExC&|KIyB
z)9rspo>^A;v~A&({lOoZnVD~${pK!TJLS`-PcP#CJ&n(Jc&N4So<_64skFJ4SHpu6
ztp%K>Z#q-{^M}ik`LpwOb?*DNb$wu1*tBo|A0O|}E?*N@{npg#^_tCFGP$15t6t|_
z{p(=b-Vdso-(B18em$<;^6Sf#O`D9af0oN+-=kzbujTVUzslB&(fNCqp7pROdg8$m
zo|d-E%(zj%uIXQ+z^=)O=I57Q603f=+b^HFKjx!vax7c=`FXzae;$dyT-2?1X`Q6s
z91F+&|Guuze0;3er2gNZ3sW*Qn?pL@zkbc_``_mMp3f%dgw_2@mcC3gG_e;-w&}0@
z`%59NA<pXDqr1-)rZ)@hniBi?U~E*B*Zu$hzGuF=vhvnFiRA_}-v9WxWupDRkNsaR
zIP+gTH`luJ{lCvsCZ5*cA2XZj*yr0nllMtHP5<{p@5bYPdq4C0HN_eCe$UR|=V|}*
zr2mVZ&*xo!B&HMLkbJyvY5d<;;kW+xp65DdRnaeJyUI7U^3zH6tt)kE4xU^rF#q3|
z<(U^3x!(H!Gda|~w$?WH{=V4RQitdB*S>Hr`Fb@x`}dmD8~^br&EIps_IvEFr~37t
zy1Ke1#m{`+c28P<Ho~{{abQHAb^no9x%=PkdTo;T>%`ihEpt4ie^#o_<2$o>Z;W}o
zitA*XtHS#}Hg*3$EB@z?j7wr-;)|Jf_tfG&48rf#KRYST`{xhy{R)q;|BnLSfSmMY
z_WeI@r*HR~-}5NHUt6A`wPj<j{Qn=vUrvk8yLig@_nS94YyUjA|NrwsamU7#Ra>`C
zt^4<Re)jE4%YEk-pR=5G=T6=4w+r>ZRGfZU`>_7s^ZG3-BVuD?LjnRE<o~{Ke_1^L
zw@mGi!}8l~ygwA~NIuT@cE^+F0bSkQnI9h=y=7N)-^4zB<)*V0pJcMxXMW!Q@AdvH
z*L8cpMZJAA(cXKS&cf>Vd#AhgN{MoXpA}|*m3x0rrSaZ>zh2+Evijs?_3Ypq7Uyf~
zF4-S@Jb$}w)t8K<cQt!He>`n|NN>*vr>d7rr*E16|D}KZrB{!NrN4*%wK>$YGj@0R
z`(?Gizhz!6KKCPO=Izp_Q^VVCiTZLR&+V?NuFgC?P4`yig$lh#yMD$TIj`_ZT`=xh
z%u!>}p7XAEmhb!XR6qOg%O-BU3oY}`Up@1?`u=Y@!+N==4<@R-%l~8eEY5zqd$#%W
ziNCe`RbJoMwYt1&mDa9DUD{56e#Rsn-+9aPU6tGqn}fA)UoM}ocF*qowTI6a{``IE
zkL-#6<yG>%{rw+ycFfOxoP6j{<@34aTi(apy)XK2^33wmcY*J7J<c~ut9EW*SkEtY
z{$$M>z1UqL)^0y$JkMOU@!Z3YQ=aFlR@EN9Z+|E5Tw;Cw{<1%xeGUFrX<Yhgc&%{x
zcFSA7yvos!i(4iYmu_k`5c9s5{<rFKO|014S*}m5wdWOc#tXl^Ui9qGjg59KPp4aO
z3A9{T>X$I@*w^#_|D3<Ys#3r6v**+L|KIDk+Fq_d_y1X@a!ulK^~E0YV&4BY%`i-M
zn<4OtRsO$a<)<ZL%jO@5(5XzBq~EZ(_K~2|y7to_U7ePkkN<l$Uhx0J?wuLp%3-B0
zR*vqs!uBYy`nct8MbM^O`!jN%Jh!XtGI)OV)w+2u96wLbW$m}$RrA5@|I7LRJa_Nt
z{$|LPxae>9=Tr4RoDThXsQ>ip>hNswzaL}1)P37L|LVRYJJ)46oj6~7r}(^W;O{l_
zHdmZBRGyZxPcx~e%_W~bUf{Eb-F=PDZx45XlK8Fp8S;w-R^?r;m?)@uexumuhZmXc
zjzzBd!N&W4_U*&sh0mk|_q<<K`N;0@SKE(Agr_}M`P}Nh<?(cVx%i5Qts81Kytq^U
z|L;N@iSx=6U;Vr^eczI~&wm`7uu9<F-QD5BssF4mJ#UlFyI}FjZsn)0kolpqH8y{q
z*Z)(WTmSFp!j=2oK3doO*r0Z4PVm1M{SqHqKW^XmRae*iSh4?-VgvczHfv|(OSt`#
zI4>Ob{E*A}tA54L%Qm_E{d@oaUbUMaYuI;f?5}xv=DGU6KWFd%=`AZ(nb&W4e&W7%
z6(@<@-^YsgT@CSAcR0fC;`{j-zl*MhhF_dzn!V+5$k!d-Z33(2t)8se5_aG7*?ZH~
z`;2mLZP~G3{ju%z4;^ML2J@6}?lcl`dLA)<qpF<jL+g@17xx!fTU&3P|MuqQ_A|i}
zUs@G^upD1h@p9?(psK1}W{XaU|EqD@`}v&p)<C0u0$1Mu`?x}&{^tDJZ#NfCG}hal
zbyX|3RQKP96I|ZB*Uu{F{VEC5Ry2t#`1Ini{h!138Rct#KHuXj*SletgyFS=;`a4_
zuh*~b)%kSd;=jMYx9;9<Q*~UsOG>{l(kx<8dt2KU!7w?~NBvj1RvhEjxF=WqD0BCp
z_w~QG*I$0O>a+X*pb1+h>ia~Ne0h0b<F46PTNm!kbrU-?Yk$mFK@q*|In&N8);rVs
zo1wqwlk4My&FqKWIE3HE>xkX|d9Hkmw4hDWY4OW8tCHqS%gB-Le^6BawC<p?O^xHR
z#k1WqyHr|!{`|S{x$TbHJM}*w&9T4ZUvZ?#{Z!=?k9s|ou$?=LpHKSu&icLi`Z=e6
zpY4gTshk?T`gu{0@~<;Z^ZB2-%I%nMm@aqLXq#{8?6AtdtIK<SANxDuJTIsv;cPx9
zBBw&c|Nn|-CvP18A(5IkM_n%RvCN0o&X0%AR6IO*+;V>T51C`fW%~<0w)fZmlbzpP
zQ8L^8(2v8)C-zA2)knlsq<jdT|7(g_(XsONKOfDzeOUbao%@!3`YoX?7b+I_y?(%b
zN;7y_#$rDEUl;o`E-&+q`k&BNV;A&P^!)YS$W3eWR(w3me{OZ1v-9(_<_uro3nk0<
zskH2gGC0kaKf9mXZvKa}rvL1@73}vNQ1(CLxc}gUGsRn_?}YAWzI(%c@s;BH7q3ej
z^gnv}S1W3saxK5>?w4ZcITCH2*ChY_IAwax{|`Ic_SaV&<M{4xS08=1AvNvTHa9JO
zNyVNob7fxt2p2q*@%6=ZonxQv*3UR~-RsW2=kx31W(S>VW;pizMDOz!k6PEK*4_Jm
zKen7c!+qo0b+;c`mM`k*VQ2|B<}Z>fB3zr|y??>8u3lxeXZmd!(%1G2{BRL}y_Mk@
zx8&vuH|e9@Up`NduZ!GW(QUFT>5ltfm(<Yqt6i%;&RNha-Z#-g^83u?j<ug>-@l@l
z^iz1{zmzS8^ZJwooj!|jf1bXp@Zlm4@e?+a7WJzgxplqb*Yt@C?V<$VF1qtW^+a$)
z1W!bia_pK99*YaV%z0n*$<;Fcz$f{6en%hW%BA*)_1(_g^ILB1-LUmn4X!1|FlgOk
zo&L&9xK`}+iGv!?k9D&a{|`SY9G@WZyJus+taVw>zE4xvXDkj2GjEwuy`{Ks-y!+w
zhJI(07*iCVX!hBhou04pBG`TB8pCugrxVZP@8!>PlX$&2e$R>zkLq&28um~6u(Rj?
zi_2BLw;#`rsA2ANoti&uqs;5e_jjKE(5v(JPL9Zbk2Pn{&wLepI<o60f4%)j%R?1<
zKF@aE;(d24_t<CI7su>o?f)KWv~K6KSq2jgziDcJG@mw=W8u#^5-(*WvTyC*Y2$y`
z@7VYLkJbM2k<Z_^Wyo8%29(}PHflAvRW9UT{_M5v-;IqC*HhinwC+dN#Aer|+1}cz
za;@_IE1S;yx1AZBGWf6W$TD58c8ckEaL^A)zJ1o`;$QtqJu^R}oaL-^*Yl>i$vxs?
z&nEBg5|Glrkz{Iht@C(9`_&8|8>ft~c?%+LcZbv)-IDNcpWq|8Rmkb_d*#?8pZ>jk
zA2x|gvH!|Pj%^>6?B;Q&FSc;mJ)^@kHT&0>m$y!^{g=(ROx`CfdMM-c5BKcmS7ySZ
zPSd3R&fJ`lYdk+a<kOLE{SO*z|J_-!vEOy~jzG)pAMD(PoK|aY7gFqbzKrMkdZm_+
zJs|~iZJ3S*Gk<;Acx>g$s((F;qjU^yq|Po@t`R)8_zS=NpAFw?4BpSzoBk~G%fupq
zZq4|J%~L*o-eMDU;C;$tf1~qP^9sWM@|7gZ&)obm$>!4Qq(!y!BXw^~^ik|7IoGe+
z^6Zn%uQ@&M=VvUQ?I?UG;<?B?!=vX#UUv&fy5Bofvu2+5wVf+#(m(dz&gf5+IIp@<
zPO<BG6=&)se+H)+HOstArP?1=eq`O(d^rBev)${DS-0A_b}je#B+{87zgm>9H$Km%
zw81^?Sg-W*(B(xJ)Al5vxxD|!yQ(#;v1{Bo&MJ#N`=%PrQ8`OHKIG;5yiHPyK3jS}
zmT+0OP7t4UVSe*wDa9#Y^dB>c-$|?cF01dcP)Taf3%@o0PRD22T%FQC*Z%*{^RrA|
zoIfZP{-$@ijQ#iJ@eR_FM<=iMh@Vzf{j>aIkHE3bXI)w^{CRgUBlptsna8W{ox36S
zH>pK@o58)S=G%^*6Lfm)!Rzn(So3&IaQE+f_y4`UFXUhEbBtr*&pQI0^RxE%O=JFS
zY`^D&Q2#&ID!Y*R%T61epL9$-eouhN{h!ZWT_Xf4MLJ)nM4HbJUOe~yPc~KmiFr9W
zDsqNT_J3t9{gN)W)35f5;mqe*$$oPmt@{N^@kRB9{+`#bb6)s8>9&)^+d1-Y|A?=&
z(RWxn-&^Iry}+T%dk<9zAN(<QN{`^7ihY|OSx*08dF$1()>GdNPMzX(;CRa8YC7Y-
z=ZbK#mv@_wJuj_LHIWN^!mYG#!sE&M>o*+b?*4GsOk42@cSc=W*YfC(bEW15ed+YC
zaoXMSV5(51AoITnTjz{9-%bU8j^Oy2)TXcSL)QLJ4FCO=j{>dtUFa`idhjyt|BwFv
zE7s~{)GX_tulVHoogYo@uTAWoGh`-qY<m^H<jIH6X?y0|9PRl&^S#ff&oj=nykGN@
zTl>XV^~Jp(OD3goDdzWw2Rxl@UjOC!?j3u7EfRPZ>L&a){ueLnzKW+uy(2bQE<ZMr
z^D6gqkH6FBTRxB$w_)vg8n!>;S>5^Cnf5lT4squc{NJi|{Ji0(qf`C`CDnbK&~F{L
zr}?+yclJE~&yW5sTCbCNPIZ0P>iqjZ_OyMRX|{NQg#L#|H`A1yGGsiB`k6lclg@XM
zoUa;qcJdQRr`5&W@6(qEIz6`gR5`(2bEm#R{xprxtJY}+yY=4L!T;fN^`9P9`|cCZ
z-R#OgXvp;Uecbea)gGm}>^tJ*3?H%{{&D|K`;SL6`saJd*Qrfip7OHWqfqkiZ>3Ax
zZfEYRPCR$8=H1hYuJg)HX@C24CEJeeXQgu71NZrL$1m@CYZ1QtpzW=4h5jo=eP{1C
z=DksVer=Bj`}2nL?lqTZoPT~&!0BDK&a4`{N3)sk{I_`jr*q4x44daQk1cKHed?_H
zFL8ct8JFVyoJUhb&;C`urM0-sPjc(5QiaMkgG-xhwC+d#nc-mbT<Bk&SzUSEr^)lL
zoJ&3yy8iLbJg1pY1RDg@`cn^?O8U3Ncy5_$v^MPFqlmvxQdC=FrX6ih)wuS#{$tFR
z$hB7D=Z#&$N>z5f3g5zQFwJM3@iq6<sTV75Wn6W9G;>nQoMox1TsnJntT%>T2#!oO
ziTdAlMQ>lj6KUZ)@;~pd5<hpb#o*c&rP`+^aTiqQ73oa<=wrWSmeldZi8|AD`Y+mP
zt?nt3)vDY!sm<ejm85=~Wn8_Pr>Xy>P`AgH+g*g5>dgAySG^WrGx65^7aWS$Q@2i9
z@=+;rYWR}c-sh63%G#fOT^@HWes=#OQ+&<52UDZJ`l~2znI)D#XJ6L!owqXIb%GnJ
zd*;{JJ()fAV%X=a#j8K@Ec_YyI^+2|4=0JWI{xa<0<%ARUHmx3|JYaGO|2I+oG#u{
z5OrF8HKO#NmU)lr>K->Cr>XBf=j~nWuiby-Ood)&3G?ZSx~;p?4!xi3&EPa6W*+C&
zw7P5Rmwq4o()IJMQO(1XLO)-vUf&k?b;17j-sN#0rq|mzohbddD%d9X+z&m)ebVdh
z%RUYL_GPL}GVlA>@0UK(^s+hI;ji$^dQF9DK-|y1=hKd_YIcA0<NLAi0!6zkzWT&f
zUic$-$i<ywrt1Btk2Op0_{p_Cd71ww!TP@J-=q3<3m^7<k#pKNSwAy*4d0|3#V5Ii
z_aD7f{&V!$W!DJ43M)zdpJ(1ayR+%chYX#1p_lQ0&dB+fKMQ0#XZ?M@^}8L)Z~jgO
zMV8pqhnYEl-f73V`qi^5KJWW|V(s>OtM*2Bepj4VRHgUjyY@$|tu;B4uT$e{d_Law
zdCax$nN89E=d*eC<e!=FzT<NScYojKjiPUDTR!Go_WE=7cT%01<*lHv#{^UU&N-}{
zVDl>_F4pwYl)%5WvpV;+8w4so`L=EA*33nRk1OTRUq16=ao(BxdseMJ#j)_*q<+yj
z&9DFez5l-@^W+}heZ^-NAFt7SY<F<e(p&45W&ej69W#8^ZSwdx>)Av3e`1$p&b^qH
zX<%*V|AFgzRdwZ-OMl|r@5%2zch#@x`uXxdvL|Xg_iz7Ub1dlS{l;H!xQwfpf4}(S
z?s?_kcl6Ib*NhA3E<XF-@2WUMSGtv){B@hudHH;=-zPjd`sT;4rr-NMR$r*$d+>eV
zC+q5;cf?=LSs!J0@x8pYJIBx6E$+L2#GEt_t85gRmvmnH$0uKte-(iorPD6ni<EtB
z+j24NchC3gNuTB3?`(PfM7ny9!L)yT(ROT=+gkqVU2V}@B{)TZkt5ORMw8$XaiyA%
z2b3-U*d)2RwVA1Q&3AoRe*Nfgzx@dpIO4Q_9658^_w#CzA5M+#LO=9$)_a_YFZg4)
zzf7S*<bsj_1ET-~qh@18o{{wSg;8<4>O0sO1tthK2%P%y)9Ti%b6Y<C4d0iS(e-Z6
z)ew=@=~IJ5q-XJhCkqmk7HCzhddeun;&33ANx-T6=k8slb;o+*H{{HzTkik)N&E83
zg;OIgKZ&_pnR90ngS~%9c)0uizi;!mvX)f*;(k7P`Q8sowtIf5KbMw=xI>`B)gkml
z$mwP~j)sQaED9~}J{`Y?J^^vSlu5wp`i11fXfqZH5A+y07ViGDu@q_;*lQqmK`%qg
z1=BA#3{Yo27&vx#GdR7_tIv@|pDu|}W>75QwKd}b`xI%q<DF20z^>Es(d?jL1DOr8
z<T{4~N33%{FUIuB(DO#?i+)*awKa?n6(-a$&73)N%Jk{(bLY-Ixn9P!iGib`;XJ2^
zm{^d%KR+)Y->*HYH~uOJNtoxw2+VFZtDM2m5->xCW1)b;p<G1<#VxGbTC9u$92|@s
zi4H=N7t$O!m}f=sn{zv9`0%v^a0ooyCeR>ot4VZf69WfJ3qy;6LMKm#u|f-@@0#}6
ztcoIP>`odi9R<-G4jj1$ySyA3SeTp`oFpc=ux*hPIMkqa?eN(q0j|l+iXu!dJ9JqT
zTDB#)E>&P)VpL>M<nd5qzQx0l=pg+1VVWaH>&Zp|E=Hw0VoU-~(Hj;82{1G^2s8+=
zsZ3<dWot25(D}7svqH<ECk`B~41#&wj2sJfBLX!!8XO!r95|RKooFy)c9OVoq-sZ`
zfKy_TLW@%a$M#l+mJ4EQR*0}TC@8Qfv@m+6ILu~L<jF{~y`#gi(7;l_NztL@wiAO>
z26tEp7n6d30F%I>1{I?PXB!0AOg75piBTiCCMmX@J$rUb&CjB&{CxhvRV!93m^Dl4
z?f>lS>z4lf{5;s(oBQh3s~6{37H8buRT>f!;_~|X`s;Pa=1-a=^!9&hYU-{3vuDlP
z^8a<}&-6WOK_gW4J7S!jnN7{ig!1!`c8NyK+4!$v+1cx$u)fTWJFHg<yfWI6c2-JD
zU;nzs%SmY>ht@`KztqMn?UcGh=JdUT&FrRyXHK5H$Wm~1Rj8t7PdG<*c6R2?O{ue{
zxUDi@u<~;*C<d-L;*0@jtrnfqKNnMVW(j=aNK8#l?MQNWZ#P?Xyl|Jtx36DY-Gq1M
z>~T7w+_Ed=6Wf`^9gMzn^FhgI86WOsB&2A<J*Q9O634<wj>uaTS{nU2pRNQZ>-g)Y
z2Kt0>D4$GoxcvMyC;??Q<4izqMlBmwt<uWT(r7VQFjv(R6jF{(IQ^k4>69V&x7(e=
zFx6y%tX5x|Bgf+gk<}cyvxJJ%36F?>uU@}))^2>Y$h`E`72_~TQ#<Dq8^gL!%@AL6
zarugUe?FaF*qYw+=_L2%7pYy{-G}F8^JM(0xv9gkP%-yT<5$Z|AJc@LB=j|>6i;Gk
zx!`&0h8Raf!+j11j=$43Ubz*&Qs7n43GLcX?eRYgem<Rk`QF}Y-PVBVhcedBeQ^JC
zam&@KSEKI!iQ<aucy^Foo~Qb4%f4LO;$x!j!P>L`W$3nCxUw<STBqfLysYijZ$eHp
zvLxNB9T`|cI2<@aGZwD7%rZ%_<yoy?$_3?%WwYHmgx9hco)c^kkcv<*+Tg%3_w||^
zL4Q~jT0U-e@)TfbyrRsY=(Bgu@0CY`6rW_yJ#X`w=Wgls*r?5O;~ok-y;y#)tSVly
zMZoF**QhreRT()Jsw#;vFba4iG6@_K@!Q8gYaWl{lW><U+qbtzW!Ew8ohzZxQg&(U
z@;r{jIZi)5&;S3Yhv!b!>$O+z-p%z-3()4^;8?PJ`Q;UXi?^`v{K&|tFCZZ)xp2!C
z6a6<_-xygs#CJ(ZNGw>mQ1Jo-<9Wdo=g)t?W0%<8<jdeBv0UI@`Tg4TFD>h9-)8Ul
z>Gx$iY%Rb8zHc8N-oCa`;FHF~mBGtvZnLd_Uy<#uy|sMazTc-71>3E)d8GIM&&m4b
z$IEjr)lHu`&-4G^xzClRy?*&p@!#U>=5>E6)+-0x+W+uj;-k7wevXPphWiG|ich3P
ze>5~)=lH<OUE^@TlS$x^MXNzn&<CD{lkbY&?wZc9tml}w*V;QP7Y3KCc|Jqz%eRf&
zGv9CAtJt`^?AX>@`!^eJUitTc^_Tq8{{ovoMH=fZTd(umZ^fD0`TKo;e|yXQ_y4Ty
zb%D1nr?4>!bj${s*2~2jtDrE~=+z;;<jHpG42mrRzxHq^e^(Z45V&<&|JJTsFRthR
zw@Q0DnM>`Wh?MvJ`zfj|Prpn}z0Z4fYyJPaTbtAS&02f)!^CwW68x0|v^g3Y%6dL_
z{CV&|A)}$;Ifny>?es|p-V3x`_;QQW_VGu%nr^{E2jrFa<tVgVn78Gn(~ODJ94#Xs
z23NJUwXewE&@UwFbno%8V{TT3k62=BJ{}DT2}yw%%+MlGd*Cw59HB$&oY!A;xL=qm
z)+%i8G}H1&Ul7~#hYaXNv(<&thHd-z&UNdT@-;qomgBa^^_6<LTq^@P)O%*T$nX8|
zIPoc;tgS<R&DZND*=|2L6k9ILo3k)Xpu>ehx#fj;oZ5pa0%mqK%(B(rBU42_+ka;1
zwf@cZ)PkjAI;cXFMy?Q7_6ay~ygkXB#mcD3$gyyW!lSn;54H&Ootp3Pa^^Men{%ux
zJKEZRaXMwBf4jR<+DYRHA5w|S+beKv)m(Ru<;!}nicLLvTGBVz>yW!pb=B^S{|EP`
z#D%aaw|slTv$cuAjpHKwAGZUUigRiX=1#GGCgbh%JHC3xFTXvrHwb+C%?T}fkG%JM
z;_vRxzBX!WSJ;{e$JEr+g|!z>&ys(bm6f&V)vH$<YE7@D-{cVK@L+J#cq4&SrCqzg
zk(igJ=c_kIX4}Mh!M0b*Hu=srTE(5XW^aSQt;xz)xR^c)9N<W_nG$eJm&sAgsV;2a
z>ebpR4HH`?++VmS@2(ZE{r<^;)7}5sb3gp`_4U^KpErM#Id60__0(zQ{r^s`wfU8~
zTfixC8**h^XzyI{aL4DDN2mL*cdL3*AuVfP=<&NeD$1(%#T)J|_5Kp(Gf$<*yQ=%o
z<9Yi=I)9Jj-Me?ebCTW@>?0#1O{%_RR7<r)IV!kvI&cJ=e6-6fo6x#p>C#p&Z|~0k
zX`S6F;M%nEb6V7<6wZ$v4`-QXJ8`d_**f8A;oDnVP3r&EtXi|?i)Y*3?Xv}(68%sd
z$Ng}tywzVnr`7!P?aSWXk=!g1FL7qJ`T12^f9zU0Qe<o9Wu!!8e+>8+BBf_x-5NE2
z&N3&C$%h5E-f&iU;Z$*4w!CFoXP>O~w;s*KHnCIeyT$ddrL14IO3UPzcxH>ir76MH
zM#6WZ6k876L9ShLg%54nVsh%-IlkMOb@C4n9AI$dczbf`{A}6p_a8g&zW;mT`k?%u
z*Z<y;3I8VR^n$A_$Hb4xQQS#RGUestK&QnrpNw06m0VovJw5BZNRj2dw5Z@<XG=@V
zTT=o*8@H&cs@^gQdTiWLxX5kecTNY6)>uZQ`gB%_qD|EojlEwkc~6-=+k3K_FW2qN
zy3DfbYU`E@^Fn^@x^^f&)_bOV*(HxK#;-aN-hZFpefRp?j*XuMoXl4w&;BUn!K!#=
zdDp+E@&8nFZ*9^1;-knNUt3%2!BF|@#jC5Ux7zE}JQH+ElX{u{ag*E5%Pa~lhvqRL
zWr|jTTg{?dwS-RC{7@3LtF-0yi*cB1ZnIRP_mK~SQ%Bu{RHl^*Eob88{~GHV9agR_
zEiFx7lK%A6)LX_)6QAhc@>&{qZsYZDyiOWtIFPGgrwsnEE2}&hoK|q?I2Cd%oTHev
zq2FN@$HIM1FD5FxZ_%9p$0l)!sB`aSxAOP*WVfBtNM}@T`LvHiQN*YPsjc9|@%CU>
zlqjbIhiIcC$I}A=&5K!rTsgi59_p1g&zf}n`junhUN0{6UUu8r^HcJWW%09?IOm5M
zi<q_;ax65MiInBSI2PJQ1g=(M<XEU=z_Cz9BCB9Z!(}IneK~@u;v&)8KAy0?{W9eH
z!j^cS{GE&<pq@`aha5DrRDwDD%Xos%cV70s^Ev&|&6(TYY?jxuMKAoGt_zOc^8H5K
z+oNAT?ki*JKJ`QK^}XBf91CsKXBcUvcSyZaey~Mg)wYy>>GKv8rpGUoYWpOo#-NC3
ztg8fb#8+>d9``#pKf~UBbI}~#-#P9}{~pdP$x%>FySn&NTjrk?{4M5Ti5v@MBc0~1
zVo_*Wb>y55zv2{Q7v67z1zsHYZ`A3R%GE^fR5V_{v!AP5KcvsOp&XR<cEXzRCq)kJ
zUH>Kc@-{iC7xD`?9+fP)`(HZwwB7B%myQ2?s`l8Lr(F#$W_$VT5r2!gQ--@*K)MlV
z(9=Y*rKoMiK|3Zt&V{wQ4rl9>85Bj*co2b9$-X`R)gtHjd>0m3bFKI>M<@E*%|5SE
z#WNn#3-5fHxWSjFZ%N?&0x3t1w+j7MZ&er+r(A9oI3>A=?Kg)5$J^xYS<1o<0$kN>
z@U%4V*sWW$9sT7_EpF;bw95bDAo2R#!IG-g*4@jV@Lb}RP~5Uqeo;_0hXcpc7?|q>
zoPOU}l*X}8w-(ZU&{6@_xm>#i4%zxJIBEFvwFI0KFumc<;FKXBeT7GH%Tj(wC#jW1
zp+&$cQQT=qJEsH3)yc&<*A1;oABAWb=<E0Y`u#gIBSYiM=ECA*7grcAzM}2U!l5#=
zA=&B1f3Axc3cv0>Kht|k+!DEVj`KnXrUWKt!OJ%Rrws4oPD|%0Ferxj9~Pcp(Zu)f
zVZxaMujO~o^Rf$D6lbaApm35!M)=S)R~K9BE8q8(um|1?eO1`;L5GoJp@Atp9djsd
zS(>~s$X}pAVAXO*@k4hycTSl%*YD-amnKF=i~hc}z2bfN?_n0jkmp?-)f^UjEs{rF
zURqx3m9+6Nx#Z5GxFzlBW+4Hm#6uvr+3~#3&tCkGncb;6E+X#T&M*fK#g=)mr`%Y$
zM6f|%)#93>lasIf`(0-B{qplmFD_l2GIy>oGc&V^jg3$K-!HmWKks?&TKCXuR>@73
zucrhVnLO1V>=5XSbemGzSE}uoqa>B#=fPoZWtDNXOLR-k&myh*|GQSMT-kYTeZ2qc
zYik!TT68%$;OGCPOP7X3MoRvwkByDZxbNlVwZ$kkHTBAc3l3YiZcY5XH|M5NuJn%;
zASZpaT5Qr1z;U7d;rqWoj$hf7=$vuh{@RTf7*1~ySY_<oQq9t&(Q+{*|Ms?A#e>G)
z%G~kE$;wx+TnX?y_fpVj+KFq|!h9vp?tlOK_2RAB*R!7X7`{urWFOroz*WquD8lq5
z@yA2;c?-(l?VsP~H*d+G;`2*)^4q_`ZJAb!PJynj?kx_v)3=ZHN^9EN&p*~Lzn(L$
zxOlT!6sUja%MkhQ+4=eMQo1JTDw7Oe1xaY1+k2*}{Iq~mVjeh7c<+C0)xXeb|F<*k
z|A+RFEeVa!qZk!i1gh2rC$&#<V{ls0C*-u^9FO2TL5@`dQmyZQe0;p6@^jj*H=9ns
zSUNrKlFCH)|DfK^;%XbyD;7->{Q^ZZJr=!)GyA(Sm1CiSKPWBDZ*%7OJJDj#jC=Bx
zhvHU&gZ9xS0jJWmj)H!NfYu4iTh>Kw^{SpWVg3BdSI<SmV;sNVueZNjeBSoUgJ%9V
zTl*7|37RH$&Jlruf<nhK9;J(Ue>ZwLU)PzVb!U?R7vnDz8K)QhM=BjTcJH#z_#WL`
zvT1qqGJos&%lv1{HkE&Q5%~68MqZwt?<|phGhF@s`L}N0E)1#g<qvF}-UmwG$!)Mm
z)N0xF;Nv1go6?ephgwalzvbl4dNE1W`^Cd{`DLqCt-7$t_!-ZO^AevHnb<6n@Z~Uc
zT5+#jvE|j7LrRb!Z5Q~ZT$sn5c>7`b%YE{-6My}xb~>;wra-v%*D?L<|Lp?57Ry&A
z>T_?a?b^g=BU~K5ODun3<H_)f#B$s1`~ptrm$F!kG&@XaosjzW>-G5S^JMot?z7%<
z)%9okpV}Se@8fcp1jHAb2q`Uo^RXo8^CIJlHiM1M+)gtjwg-rS((Cev0#5ZR=W-Qm
zeuUp&eBbP!7Ef4JlvVBbdsU~->oy4dS}a|eq|d$Wo=;@%`6!Nu`k4uzrp~(&zy2*t
z%Y|&oga3{w38W}KdCpN;lK<|`&V?)I+Z^4zYuBuv%Z`z6DxMU)ytMR|w%U*6X|`*O
zX6<>*;iQqm2};137A+U#JBy<^_WxbHe_`#~{5g!T<=_2lG^-U+Zu$4ZJ?@5gEXVKk
zJ6?xbAHL^4T~}?qbbihBU1H80i=T2iy=aZ=sqL8VFroE=&D+T{U)Vo>x#-t#_Mguu
z-ZS1&^z>AK<eqkedvd9<d`=l>HPSda778rzKdjjD&tuMQrw&1<`Y*!vZ&X_Xrm1o)
z?2%tISM|XTfoJ+^r*t;vJvo`{;{29#?~Hr9il!7yW@riUkayBxd2zXbW1+p!^KAl;
zB(Z8=Wwst%G_DHNc%R4w8&0z0g~qUA@FA_m|6XXv-S_5LsN*c)Bx&zr?R~&d(dJ9&
zqJ48;_0IlbyJ$}LmB#`PBSE^sMKn}*oWP-oB_DVe+W(p;{!Pe9<1|xCz%l-d=Y$G;
zIOgVxZF`1cU!CBg2$PR;PW4|*cYhah(op76obu6m%VrjZmUEwuUF%S2ITQzKY<+=5
z!{;V}eZQW4{&G6ke$l;sezPoV<?eo6xxW3uOXU^;r}{7I<{(2B^P?D|(DKNRK~Y5c
zODd~?Q~i>&xr#XzzxKa4nJ&M?#EYBpw9olP@@wub`zs&p_V;4{o(<CloFc^(T8!#C
z%BC^2T!_4PL#id<4!c52Qp>(I3{Eflx9rqyiH|AP<>lpVJuD@;aDC0YYLo0=F&qo+
zcTH3WdEA>B;qm_cP9?8)R6Ra+PE{%tt!jgYTON1fSMzmT(y~`p>i#&fwdDHpe}Yag
z`tzQ2?rjk`b%_D$9U0+6%f$s{?<~Bx!_~T@>*FoX(t>-v4FX)npdm<T5EVyr7&^V^
zuY1%E(z}TTrdRyXoTNoPGOyjf$*D-aQ*IK7+WaY!lVhPlB2sC#y;b16z^}#ge<bQF
zwrtXI<VgJ^@K%TMcx%BgqeXv;*GTUy7Y-~hKIC)*QnhSJJj|x0ug{;G|M%C|knnKv
zZ^eJps}@e0B=l(h)TvVggM%l3dtdtcT412yvUO4F=XSBQT$mMjMhL~q37SVYpMsQR
zCYn51(2^|9`eFaRwC{0F9H}jekjQYD&{}YMnyyLqHJzx9NvuzwJP9Z+Hn#n6fce(_
z>}zW-x=cK}apT5`Sy@?IjQ%8Y=H%usJ$1^9V<GQdK_`tCE<|qr+$3;JsWlWcx*fos
zG1umu1rMEk|5YsMXZ^UaU2f6S)6*}%xw$zL+5_|br&Md;G~>@dP*b}VQB*r}{GF)&
zW~nJ7$3oM^5vtH6<Zz+&!!hanC1+=wU!Gfj&$Hj=6UW`6)4C<^_kPcETH*a@TkdVA
zV3)IB6kATd?-y`V3`P_JGA$QCwM&$6gFuvVlfWqn#aq@aO?oXlbv8yj($CBJa;2Y{
zvCvoXYU>2!#JaW(ixw%Fw2C;*__L2oQN##`)08<D_6RQ8>#QK!GGXbuef#1j@7cF+
zpK;5D8NGddd~d(oRGqlQq3BZ=-zva06V%bGmEu$U;{HgX<=+Y6Z<l5<v|N}a*b;Dz
z<KjKV30zJRo<Dk&Tb|`eh|jvYx7s{R(zmF*Re-CJkj_(1C%R94c&#!`FLu@5q$Yct
zri_>jHszL+?^hEM2tkn?U$6Up_|4Tjf2wwPTbOLB;+l2q_<ryGXxn=4<dXVtEKV9{
zL=hDSpVNzen?(J!oDLjoB^^0Zdj#IfGWBskTyoT9r|LBZz8vLO+5SI{ez_*?z`32n
zfur?_VvAD)G=G+HK3vfgXrfmhBhm72VV%{z>N#qnK8v#LOLAixKFA%~VX#m@P&DVa
zNUCf_TU)W3K<b>jz|H?WU)%a*9<IHzwSt@1XCKoZC4mFk>KAnXxEv@{3~Ak*!5;WA
z6l*D5#+kV0nls1Wi{^i}P5;G_xaRM>s6XCPGisLJpY`m-KPL{^gFU?}oejxOJ3g;=
zIbOEved*8d9mk*z=LP|;V59=Udz(Pn*Yb<^lB=D2>tDZ!zG8gASzhYD;;HkeuGiUF
zRhyiZFjv-dkWlR57Uq(4<6vJF<Ep%DW$et~^A~=(SJoqN?1iR)lZ;!P(t{ZSzc{(R
zT@7Ora8iszq|%s8trzaRTK>((wS6~#@X<<96T|vNMj{*wjW$i;Jz(6j>54P7AmLcJ
zdCx{uC60v~#6dG1SQ1v?8X;(v!{GEnCqIYRN#h-}fRmw9d>Dh`7x!D(5+Q@)7eBqA
zRDS~}jWgi3Eu^i0J<2&BJ`C^p)wkNb=26U|H%ebETq>r4hRLKL{%O{0X}>4C<n3&$
z<h12K=J-UFxG!98%%S+Dq-sMk7mGp**9Ik#qf-K5wc?+jN{haituTLgP1fb|2lNuT
z;zH|(2m2VSejQvl<EEzO=|!va^*@xbDYne><1h1TWM~Os6l)1!<G#2~xFCk(bJzKb
z{h2Ntw(Om4zdCI6z(YY*U$fr&M@G(k{qxIVJ_nB0NJ!hzCbY$%-iOV1e?dsZG(S1{
zWzVkv;&k$833aQjV)$LKU9n};l0;Y~6vL6OudHQreAmR?=7ObW-7N*s;`&yYrzhvf
z^AUHXq@-3ricSr6_2X6bi>82jFU<n0jJdlTpd}oK;*)jUieFwbzBzoiP2kidHfYt-
zq}4L9W&O&Pol()zD>rQta(a<t&V5^|C4d9g9s!M%zqs6defe%)#VM-i^qnl6T(<VV
z<1_tsYNqhZPcwy6dfm6Y=U@rs`2Fiw2E3F#BQJL~8nV46d;cusbiTFG+xxn@y0!?q
z)P@w^+>{z+`S-9>WNhr(zv1$^PwJ(Y_q-~-U;F*8;P$t>`H~LvIdilIz_PIuhhmGJ
zZAI;_+X7CJkN&8%%>ViD^TK2IeqGEADg77{`B?C+HIt)=lOI#}U1*8i*=f?0@kerc
z`br%=y=zM*q=IIS7XFI(Q&nB9X>M+=(gNDYAgUdf@$~fR)3w*d=iEx<SUAB1QtF%(
zIrK)iT61?@euvBR=Ib3RQ_|9c;^O2=%Z|lqn%rvp;+pz_C-F^4!l@NIRxfI@;B?@4
z%p$sU#`V?@v%l_s`IUL&`Rl7!rCmOA@?PA{$Z4uBuUVS3T6T#@%~xErVg-k-afa9-
zkHuX&jXKk8s(w6Z=Fd9OqulnV{;%XA{raD$qasf%__~o*aZ8%WW)`@M?tEPz_>Mo0
zd!og+XX!^m6k3)GCQS`240mFcQ)Ez_qI&4H(~hdsdR3csznwaFf5j}{%?d4>`W{Sv
zp}@V+kX2Sz_SOs8{yQ7DxC$Qv^%`Etot8WOV3ujNiK33Ku5Gf^io#zj11)MN)rFS{
zJ82vN4IY2V+!4ZYc^8|;<MYS2TuXoRUTxZ;FU)tZ)CWs`y>Aoy`=`f24JoVo9H$nA
z7J)-8R(wr1-V9C}-o5cH6XuK0378;z?Z*8*bsc^4Y+MDLBIQ2>m#pGYe11fu(Pr+I
z9j8{Lv`k=~ymX@Yn#{~h%Vd#@{(ld4*0u_8X*zSXGSo`xi5@z0%sHgu_qQ2q<zoyc
z3eC0S0!<%$xo{}Y9pvXyUTD)=z(p}-=i`ZcmwHccyT_X$X7{)xAkN24{MfHwRl3vS
zT?JoDI`uv0|7@(Mb@;N|&*XVguX4in?lt9DXkZU%(5U-zxTjwD(DI@D?UJwj!M7&H
zH3^)uZl4?MRxWqLb2s0+OJzp3x^wg9SMUDBCvRIdC9dkF>RZMio|DyDkADC1C1ds4
zkK(uYRDPcF+Rb4DhXY6I&lZ7GKNN38f>LJeyR7W&!wKtRb{d&H4HiGLHhTN9y{9z#
z4PKSHMW=?W50CFTb~EQ!a<+g|;yg&NO`Q9oJb&Or+1r^FMRH&7+bH)q{rZ=eJ5iEj
z;htj961>1>bC5NaA9e}6>OR$T^7NuLJzq8)EBnH8;lTxi#6U?<cyD>^RB<k8(I25~
zm*3k2OSgB&`Q+~voKnyX>T}3K`y7gK))RZybqgL!3GnH)QfS#^Qyt5(aYc{Le#h>z
z7>-cJd%K!5ZegkKoH!<5ELChdxnPD=sRKu9<+oh|uasNFr-=n7#)U;B$JcIe_WQz@
z&=PQswMO*q41s^oR=cp5uiCuxRke$-eo()2OFC#|ZY5}B4%BDnQ1o%T-YTHhoRoEi
zQE|%Co3EW#^a~_S4UC-EEcAAU02`~sEk)3Xp;C*$F@A%++ou{;-REWH>G>V;=b)Un
zrr4qH;gYhF^PQLL&6l~h>&xN2Q@+MX&r|eqI`_7w&46>ay8yzESSz;2>@#+k%RYVg
zGof^4vZ(uG{%;YU8wK|5U*WSREiq8C@)Bf}O_~K1N)E_X<JJbQg@rex{5BPO-uCc(
z|Ki00QSGn`>tdHrpAf$-C-TmFtww=k^%AMu|2BR4_s7&r`o)5UO*cy(CGYRGzmcqZ
z)M>^3c7gSCH<)e~aEku8sED1@fg^PTwD}C_%S1V}UiiV}75nW+>XfHXpQb;#^C!sX
z^Z&J0oGll+0)D*bmdanYX7Tx;>wn@e9r&SrwaGRlN~fjbZHw~F76Gd!N$J7{hL!*}
zNhgiR?HTEu7HTbTe|P-yTV=j(Nsoqlye*&LJXL`mnu~QBR)?*<<o4&(sZ%B&+#F5P
zl_nV+)5`B_7g+T*m*Zh(+)M$dt$mXdGC2~P9tb?MWD;<S^nx~-8<L$OzVj}6cKwR<
z_BXR#QpHysS3I<tg-IP=BlhdH@bdCrxpBk8)YNp!<jKWuMnAr9-MSUjA(>^Ed`!|w
zQoCBfY3n{-#TJ28UnL?l!I^xoGlP@HX;wtN__@2o=x}_w(8i;8WnG$?UF1ZarZUQ=
z8^8LymNkgu`r2ss>}zWlE?T6d%N*vk!dqqf-M!W2N76a!e_ftGZ{pe8dAob7s;c(P
zPvw7`cuwBV@nw5i!2LtVGb$b_@xPsUYu%eaf1bbmA^+b)Jok>rW4)a&x-&X1#b+#^
zv(*36i6=Eud%o`3@MFuh$y0uIZ_oHKN$Az>n!QDLWhP9V=olFpc_es&@Xsx8-!5NX
zS2V><JoVDf&qaq<y|6NK$=`p+d2)J6@X^@E!Yl7>oH6a4N!1q9$y~<n8P{e!-0*gu
zgvVlYtIL^D_Y6XPrHgXr_efjS{4m)2<54$gMNRN>Ki=Ez@80Fz+Fx%!xAa<Mi6>L-
znW=0?Z@f5hf@A5@rIoqcYc|_k?*GNIbo;vn2S4X6o_Of;=J+rE&t~%nM_spjwfm!?
z)Vyc+Kd+j5vSQ1lK&ubCnN2=#HeUJQ4b!PJXO=8nsQ9Sv=P~E}fN*c|P`gmiV7>WC
z&+}Z?{+?gAZF1cG`lfZWVx5G!59i0&?_J&7SMv4pt)=1@->h7|KKlcw8RI{{f+vgn
z1>!11124L~_TBf1C-C^fmev6I2E#m$)VqAEWw&^9thG6mwg1nD-ws?0PjM`)>{|Jc
zC$X@w@Wvsd@AvEfOa9#Rd|tKCz6al&pKnN(cegEXR%=<VSAFNY(~srnYyE@|eVYGA
zB~ekP^z>sBBh~qBd4CHeUTyilOXG2^qRrP6y_`!M_4h<__|LVP8eqfyP*|Ej+o>Y1
z@`t!E_rqxY(rl-Szwy2vE9#avMR082vLrb18pmAwG?kpqvN|p5msXh6x8&*ZPIq1Y
z?fr#?&R-63>mRvur-f7a#U*e3(yZw@xA|HE+R8!>^Uf0B+bGaCQ!Xr$jXN>jcy81u
zixvZ}XS(wDi=sI4=X<uMi)Wdijo|qC`B(G$Y^R8=YfqUf?)m=EKGUh<>m1K?j)&i_
z^JO^wSbO`FV#}t(C(JKSOxt{O(`UWJqJVX<wE!Fo3y;mKJ9{>_+pODv>0JRQ(Wr;1
z%<3(x&I^2cvEWt5B0<GvJ*!IXd?anpa-SDi^>wz3_wUqG8Ed|Myt1(J^E1^hhC)Wg
z2F=BrT&ikMy)b`We)%=K)yqSdl(f!p&)@a^)o$66Mdb})p=X!PoXnl7An=x(sn1`s
zw4mj}ACBpjhVGwF{TCG#RgAon{w22jZs`*KD-!M!ksOs}XHQO6&wPDtZAehiqP5D0
z`X@vlEjpe7p8m~R+ka-JvHRy{&^B6Tm$z@<CfZ+5SNyfe`RK;UjlxcO#cM*{zV?NM
zhPqCjIyL2A{T9JP89ItBg<p)E1vwO30@fZs;Z+^Wadz!v{Zqo~eix34$IHz6q^I2Q
zVu3(|z$v4b;)*?2y*L)G;s2p&HMM2J=cGB4PWI=0Y`@Qwu+J@hWwK@To{Ej%wpS*4
z?E80rTW+)mQ}5SpTelwVNtJx!s#)6j<i@mVV!CX>ZhuR@NPIKBR?TsCZuj9Ye9La{
zKUI^)u`o)#QNW4gYE{n~6L6t(57gp#dg!&&5BvSu%cd<}eqH6oOZg?`{a*s^t>Ce$
zKE&?*`~FYy)DWwC3)4@h>=4vdnULjl!YC|0UcT_wioyx%mkv!lc7OKr9;w%<iY9hJ
z%XTyI3v8^JmE3F00op+}qdS=E^4rc24t)Yvo?=cb+@zg26hmGcZn^~SR#mq%v;<7!
zUeCR7W9j<6*B$Ryy(yh#Tgr1aWS)Mu#iCkIg{v(WY?zK0g@uQUpPFkIApF*s>6gd6
z5RTs4PkLWpc2jKGXVWw1ZYIY<seD)nLn=X8PzkOFEx{eMI2ZnubeguSnVrAQjeD*P
zsC{@<PTjcPAoa@4fA3GPb>z5uiA|A5{7}RfHgTUN=h)W=GXJT|j0>7OeeJt9Z+tZV
zK{`%)r{pI)Ue=cp4Lg4F@!>0fqU@(mNxgV=ySPfo{$NJ|r{x~W)@8yC0;f2ByK=O<
zyS>=_|KGt=hqvp@a5F#8U$5HR!?NhFgF<MF!6mK5Zj2`DUnj~bn*5J9a>}S{oACSO
z`MPh$k6d%_RX&%^_0rTg65et&<;!EnV7JzEHjaf-p!pm~GIHhUFPB?(Zu0TWPe+P1
zw2fmn^y(g2WVES<-BQX)<Fp<)e$NSUY!bM3?ONMGll8X~W3D%cbIRJ+?b&ugO8;F_
z+~;QPTN@Iazws#4t2mwbcr4WI=l@^(B(JMoTt1P_mq)SXP_m5E3N`^JiJ9RKWp8f{
z4=l-xa%q;=4QrNKXyV4<?_3xSnhkhiU;m4@YI*APZT6Oni(X!Pz2AlVd91kMaRH~o
z>-;&a0#1=xf0bG`g(+ESu*irXk}U4zIu`Y~`nBq!cYUDQ*}aW7RF!O<HP#A$Tn=hH
z*)lq<V7sv1$)e<wO6mTeX)89qxB0;E_03J^)cW7sO@19-9<MV$GQgqo`P}7fPySvK
zIMlKsl5MAM%h&z)JZ{&0zr5k^8M&$6-~awqo-(=iSyrQf)9ES8au_)l>U;&KJ8N&y
zm`CotP5DAoV;4xN>hUXzDECA$wgj9IgIImz>!;ISUfnG}o|AL%&dx6rd!?^72n2qc
zws*?+^S)EciW=I|`j!gwPIT`N(K^QQFf%HT`{Dk7DXe?HzFVEX<lXD|8xEJ%=2jm&
zuh^os*JkS}CyvygZ32+Sb06o!YyXw9Zm+(#qic7Enr}E#qj44Em)!!(dZk<!AM54L
z{_<gEut~ui3019@ov-5;-;v)Vw(9eZ+4BQI5zul$+UdvI|0|YF+qV7Oi3_vV=PY{k
zF<noDQBkD)?}0D|#VJe05Y3`<X57)A4M1~`mI6+u4RxZ2gssajt$USqN>6WDr}wlL
z(_QP=_VU^Pvk*Nu*IQi0z-h+4s!5l=m$$z<V%(Bds}+{H-JRq8?~Bt{?EHE@akqt$
zk<;q^f9y>%58X_EW7T3%xsyN2SHLOK4W)f2HBV9GJ0r(JDJPDFQtMs3lUpuGE4Tdr
z_`$2{=hx>Ny&Y~9)9?LfZ!x$yZ|<%_0jJ1!sM;Yz-B}!pEm?bnba@rOv<cXKcCyW_
zE2@o<IxZ?2{I-i-Q`uHnxuvu0gGf)az^O@m(18HRm_1~;J;a$qG34>oj7*M&<}C#U
z1r76loK^dEd0qOJ?*e}F%j|R`OT?%8&J{J>I>TsIMn8X@OiRGDWN;&GuIhss0&@Av
zuil5|-`R1}WpNQ?vZ10aV1^VpOM*S-%&}LoW!2ASfmK4@b3X|<MXrN-1T-x6R^8<-
z=NhA3KR&ytMx<W38JGC}nnH`yK2S^uIGM(EPHPiz;t+mo-SJrsluGpxsq~Db@05v&
zcTeogTeQ$oiDRLu_WY?00$jpuiXqH!KmBjnuzmaVxVoRIuim{|Hq$u$(v_9z`=%*f
z{MTUdA5<C@aX<qFl>Nj7d*!n4p4eV4R9dd018TX3L`Qo|o8>I{^y$-uZ=lKC($dmf
z=Rt=!fY!~fjozNMKYm+|<kV@?vI-~K6+b((&@}tng;k-eGp?_TU8tn0s(R$>w5d}w
z?O(rs&AobheVSe}ufh&h1@O|Gs|-#YS1VMbq?}&ZE7tseyFK&%zS@OT;)~Ckb}o}I
zWCX1lP!)xyRF+7N?KwA{Hm99kB&r=2;OEC@YHog+ncrr?-?K@_7p*vb`_IqMD>rR2
z;<58qwT}x74qklp^YX=uomc1o{Pa}uVonx#q1J>Nw^hbLvFFlmSw}Yua1}G6hE~D<
ze}AuBySD6YMOBs6+1cj$7r!X$HGn!mOPnAbphgAmL~rkIw&I6}T4(L~s3FJw$eG_(
zL}*tEhhl#7(h0BQx981O>$mxoF~#Tc`|hr;Ilh~YZ(~ywQDXrYnJbQIU%VvX^q(_v
z(N4FREP)1rQ=edyNlkh!=JzU;bMNh$`EJi=zp5t_-Cs<L&I6s6VE)o6L&oyT@<mdu
z6Wlo>11eJtui6VZCGs~2tYT~tSoP6si%E-s(~OM!j&saGy{XDZXrbaL?j&X)xAXSq
z^nSHg<Fqpzvp>yTBj~hu-l|orjOY1YF+O!(!-?agoYO}^K1D=!P;4={xUbnFUkKzt
zCTJoFa^$Gol~!B3_nVGF_w0|72U0i}Ugbz!^VVW^;rH!rf=-Ei3N2X-usqo!pmwWV
z;JGiT#*Ks5xEu>7uBZ&00n%#RvWI_$S(TNrfYU=mKBTC?YP&+q@_50-?^=r`6#p!U
zcjjn4ZqX9JtI!hA8@_1iQm2X+cO7r-TRHiXaYvEc^7gmKK0M&~TG}7*(Q@XN7k!6Z
z$}djbaqS*Y)u#YC(G;G`m5bRAZM$hX!!N%y{o<54j=L7_xIXdkK{p45Kqi4hE+^;q
zHA6#irB2Jld(Ig($MmmdtB2foJ`owav*@Yh`fUYfx51NcGuRQ?-MbY&k~&)-GLq_1
zA}-t6jIC3u*Ajg0>F)j4dTl<41-?HCuJRbC6m&DR1bE0Hl1q@{6?cx}PnR=3wY#;x
zb<4kQu=TC%0gl8)Cmm%tR2&$bW-ypIb3iNhf*6j_+1o({%H`0-0rw7r7J@x-;DBYe
zD6N)X9EtyC@XV@9+#xW}#?I&L`me%n9KvV$9yvJ7WoQYQJJXN}n&~XmT6+D3WbdxO
zw}aJOpm+8f@QN46z&)ard6-!QDjfNp=72VMq)Nh4ULWVe&1Vl?vjMHd0qtbqT`;}1
zAm#r2%#8P|7qX?s{e5|1zyF&%p1W7A*4({ghMHca(6tx)wwYP|`SCc!qFgU_L*Zg6
zf!SWp9EvSwrMe-ng%~*&^4LKA*&twbS~~i0w)&A;2B#Hm7fw4_?D@?qb?@tM{+5E5
z_Z>M5Q$yA^FE-)0;lkjg!ORU!!pMbxPp`q|#S^*WS9C;XY<RKwO6AGPk77EsU%Xp#
z@VT7oD+`~O#p{=R;hzq2z@xlYE(Zlk7KIk0E@&Z)GV;%@X!B1=bYI2ZRsp>Q=e*|$
zJy((x<+1(D(JPa+@Qb#+>&v6*AahQ>2wTC-as*^f3)Gwgnu;<ux7?KfzIy-gtc?B4
zOPh-4v^K51>BVqffa{|Z$7A6`59erJvH!X`vGsCwv}X1H!zK|diXvr)jSqd~d6=mZ
z5u$d}miy~YR|Y2yWqznf=Lj8o-2b<Q?c4j%ygN5k=PzHQS@E{T$bz5U0ldxQR}2UH
zuTCqzRw=_BpJ(zf>*<?a@#}e{Wl7Te>WGkMwO$o(TRtplED-Q$U}!O5%xDvU)p}b5
zmObxNJ9TD5&XWRv^NSZ09659Yf35?~P8e}4Jm31^M4eR4uk?-5h1W!0$yLj>2smlj
zL@UU!2&pqD`pl7ahZd!b%Ucb;9~KX+Iv8=<?c2VcliPM%xj5~p`&+eY^=j_i)k~JN
z{746_54v*2<?7X|TZ*1~ty;5&XKH3f#)4b7Ze2M4wdk1ax)m!x8#zv$JQxyo+Qm(S
zLD8pWmLi*zgn*)tzxt_@{P|}t7zEav3$_^aaJzA|s`IuqJ20^*v~W5Yw?GHA8W(UW
zcE=_sC(qci@y^z5+p?HW{Qvjw`+k2{SJy3RXQkf0@9X1>+L|@>+xN5P_hqz>3+>Fi
zYqgfA{>Oir{68}{M}Gc(O`+w`A4iVAx-H7>QJF7ho^`2Yof2oJzQ^$HT$4Td=1YBN
zIH`9VIITF`D8S_}#lhal!r{On+`y(d#nE|7HfZ%yZEfwAvbRyQ?Ca}pyqGU&#2s5(
zYYRHZtEjkmYmv^xy?gg=$-cfWKxeu!_d>naKi@w+Jso>`ZoD~<qDUH_6NloF?w76X
z6MG*<gdB6*vEo)BlYo<CUJtYoa};rky|FF#w%9DCtYxdXA5P!*MfKM~{yK+0-$4gs
zZNF30{jEM$Z82x!migARZR_(u3q7S<1e{(>5s>@!SJUc8Og+aB)_Cm>F8S3x^W2yf
zMdm#acqa)e+qGb2dq8Wzbf?G0EyvRTmnc3-XN;8Do`2u(dQ35|ZrmP=oD#!XKTOTd
zvxD8fzFc-L?d*L}75tf9u|>d2wPpR?>#n=^T^41kyM6JbfK&HlaVHI%gNk>ILA7rP
zET$B=7fw{M7vGU|lnb<hW?7|F>xQ*!bydpu1oRZ{(sbjPd|zI%#c7#<6UV|}&?XoC
znvWKx`^{Za=bu~ZT_;iNYS1H))DlpU<-FrKXh@k8R$8r8YVo<c<HDJDcXw}1=Qz8%
zb=G|QBgXK#ZpD@hnu;lx{Piup+UxH7hnx2-e{_12p;L#T(?dy~hjpM1b1E0K+++#l
zh<sIH_59LO@2%lJAJiwkP}ORQNDaB>4r=?cfaaMvz)>~BC`&me<gEs%U^9mnY#fUO
zUM+6?W9Rtz_>XgrkEaAa{>`G?sl0#vg&zm2IZ|syoHQP@D{gr(z4DK%R?WvMsdF=(
z{s!Aihgt32K6TS~d!J@k?iHUWEpM6Wp>rpH{oDf_3!~<Ns^oxMpnZ0m?m)wmad~UO
zl`X}Z%Jo}Pm48RyTl8?=<VE6_qw`o;V-y(_MUswlB<3^-I3=<hw>ooNtpGLF7H$D8
zFHPME3p79Og;}qU>HV}x^_{s6X^AU`;*lwV4;@pIEm|%h(ju$?nIbUn&)>-=1u6TB
z9&_21F{jQGtzBCDluPh|6{sJ=Dgc@U3#bsdDZ!_>MNn^5*%XGBfHrAp;997*oZH3~
z{n-el)*8QB2adT<d)Ep&a<uMc02wO4#jhlNSh2<Ikn7bxP}8OWGAICAdkLEI<yg3b
z-+?38nWOsH*(Krc_s!mPtZ(T?Zt*tLss}d=t^WP_9AZ$eSDW(Kt#E!<D5Kcaz{A{%
zA&*-x-BV>yobr?n>O_dOjvPm88JuQFIaO?WVRI|B>Ur<Zr>(`$FR=<ZeKeeUhD)L4
z<dV)^cR<bDi|x>C>c^S*{Pp_F2RemM^=jMvuQ{cq16kCYaB78txxk?-0#3Cp2Dw)>
zq)hW-A{Mv%&sCCBJ;Jf@L&7FS8K(^9kdT*Lpu}ViO-uz|9P{`8EwlRc=kuxF-Cq{A
zzgXj~ABwb0cv%~08sp~Cqb7wXCv9+hEa`+Z+O`O!^~?Leym@n4?;HD~mLF;sEf<8Q
zzUOk_Xw_^6$HSrK6UPcT7WNhdZe0wj;qJg{xJ<=4QK7DtmzPDFZ7Mx2_9`>iH-bYN
zc`~=%3c7kU`}(?$+i^RKmVWzu>(;Fe_w}Q<^-R-`m-`hN94s6<Tkf^t^o=<&UE&P_
zT-FRNAZtbBT+G^>IdWUNSIL5+;UTO)y;7;gZPhNBO)sWSpWa@VI_<>1eRfg1%hrCY
zj@60exDH>Nx@bbitk*?m-T!V$wFJ!2=K$qT4V#V}o_2v-9O9wYUJOnehk2p(szS@f
z)(OT7y&ppQ8<WmBW&GQ_`R3>6pekUGBUm$f5WZ8l`^X~u=dk0cxih?9-h4S_-aJ2L
zW#wD*?>X-^xnu8h-M-9rYRwv#ZHg|<4niCb9Ld~@%4U5s@9ypW-6MD?bahzf<-pUY
zPEDFH@j*DFqR2A|?1}lca?8f7ozR84H`@ewnLHI36t{>u$%(F6zyA8N-c16t<}2!G
zYF<<kbdrc~ZxJ|lTr*1(>}CuPuk9D`+gqjeRP1?BSeO_uFW<!vCk(dQ-Cflyl++S%
zOyc56Wsup2B9vR^aDFzq^dwb%hN&Y*Yh^1aQd%(5LPZ;7kzIqpsd<V|ay}}V&M=dz
z-`^^5?7UWzCw4a=0)11co1xQ+d-1Tvo}dE$gTf|58K(@)5_FTmtoxc4>E~qLmJ0rP
z=$fFkw@hi`cY#-5KV@rt*r>(;ooxoW6KCS_<9>K#{}1j{^9&Adn#f-N-P)@3N5LWe
zW!vvCaP4qoaMEz$2c;88IWFKN{cus1JE-He160I!luc{6?6l(6E^qm&j&r-d1YI?l
z@*OtF0veCRQ@HKEzHX`T?s9GOyfR<j-kG-1mVAt$;zi^c8}?X-6=BO;F5C=D%#H(1
z8m6)1SBtX31>_I(B%22<tQizbrkR8KuiqIVQDoPXvzoyvLpmztjR9jUM{@4A?2q6@
ztbFfh+MBT}esQ0-VLE8E?xOG<wFW^a#X^WaT={8^(4oog{Ffc-L6w1;&w?{=a-Lei
z_k@9*hLkdQyD5Br&>iyQ$yXDLLdMd2AEspgez=_1nd9#i-8ZX)opyYlzJJN%_j{M~
z)ZA0I_e@^y8;n%efr11nS!S~+w7hx&N>Bn1<v_JzNSxf#)RYLbiUrHt+uGYWoH9C3
zm9r|e9GZfWtwH<iOTR#uQG+&@WM0!bC24$Y)4|;Of5u-+%hYg=p9I#g6W7tyRMd+O
z3lr;l3!OZ@vNCw(vSn>WMMYcgfBpIuc8==8O%osKO3zgSxxxk1e-J<}pHW<awCvFL
zQN+DjvuD3-WS6_}FK%;MuUglxCm;7u*N>O;Vwrw(Pi3*jwEBxzuDE>t`t{1yt4sgJ
zOm~gtcz%Aq|J12dqhxiK^!D~9K6(*1ZSPjlLUMUfMrlE=kb4<g0%UDl0_I98-BA`u
zQOwEAym&w_W=Fted%2Ivjx{e9wwwHXJbz_}^zq`@`X7hoS8Um0qEbJxWx~^mr`JQ4
z$K3JWz`k9^L(zm^czw)HqbrV!o;JL<Dsa!q&sU$Sm<mocFAf^t{=J(;@k?IbhV)M1
z27y(ZL5qEyLF@g&gC&d2E|ou@TYd@JhULCn{eJJQ(jRYbZr-|b-m!^$GiE-Rc;xr{
z{qx`Ld@ff7I(%`WQ|+ycErL#BL627~u8#b6Z5p#?OV0m44_jUzKKCoO-Q!0jTlo68
zwSNuIdH1P@g1v4qPx<IvBLS!K9m%V|2{j0;`rHazu&&oq<9qJ<tLkrWE-ooJ)+2eV
z#DB3sSZHYLJmV|#4WIOcgoLy#>39EAkz#P^Yu%D`4$Hcmn^FZ1al~2|IGteHk#%*|
zhRP#ujwZ$zta~;-UO9&ev@wNa;VHq#IgyZDn$F?Can;h9<LXSsL$*vS6<U66uD4lq
z{Q9Fb#U2x<j5%JXZa$povf1Jlv(rR34&}dR_Ucq;pKcUB<gvJR<1?k#${oAQ-g2cL
ztN4CUD;DgZ3$HW^-+vcy`hFw%^f%C!fXy)f1UYi_mYm)Eb5ZPe>H2%uu8CD$IUR9*
zj%D$dbe774vpj<Rck=m2+iuQh58~LV{K3oh7xUtcEfZKTMa1o|4v2}7F<WwmfA=i=
z?f2`fzkd0$qx{&1gVQee+xc7W-`(a`wEWV8oAr|0j%V7w4@^7VY-00H=+*8&nc-2!
zSME9Oy)Cz7%O9sxzb>>U{x&H3#KODhvsS8z|Kfd{&n=%j|F_K3DN`;iS+#0I(O!1G
zfNE!E(X+GNpO%(x+xB>6ms!^TSp85N(@wS6dD5lPFJHc#GIgr!-@ku3-}>LaS6B5)
z-957;P;IWYevNhP@wOLlr&niu>d9HPBfG}wtF`ErOLN`&x1|LoKI1qmWh}GprZ98n
z7q@gP-_z2|R%JT-y$w2*m!6W+a_Q2gplyFo=2TSO{ygRL3saMrBF?X&JB#1>q*c#Z
z@%mzy`^y9G`7WF}e{M<BW^N5-<>t2b_Ril=rTO<d#_Gm~{0vd`-C5Hmyt_HK!NG^A
zva+&I;8MKL`zP7zN+)MTax7kJl(lEx{cX9oCAHh6UUz=cQF7y0T)x_YYvIpI2T{e8
zkcnZ6Ntq_~6&1U;Z@)gV`PzEvM8z}z-YR)3zS*DDuI-zm_~z!WlR+H6)z2(jX8nGP
z$f0iY+)Z0${q^h?a6T-JR==&+;{WeQ$5Mf~?>{%^<gVXRBzEZ6ccUb(#LRyjEdg9s
zeHHtDJd+mvae{M$K-zWvOD!Azr<I?Z`zg#K+WGIJUj~Y2z%%Cy4HWlezV;PxO26E+
z)>U!BZ0Wyk`9=#XLpi>hNzIpiGXJIVk019hip{$yFTDHryWQt2_!W;I-FzX%Nb>j6
zbq6>XzA|o^cuM-Y>1+KRJ<|ewBzx~(HSXW<(W)Qkf7mj3Mg6Pv!(7Y1ZwvbNuRU`^
z24iX5rzzUU&zx8oCRLSY92m#AboyD&`|a=ir0#8>eM!w{;bhn67m?;IrXHRW7#<{k
z-OVu7M9)X#i80d*qgC?^d?Z8D+c>^+SlFhP+_{+^TvoR)wYmS@ZTIC>RYG-!d!Moe
z957{S6n0XR%$^!pYcW&a>1uq)$*25sHY?UfiM(FtyhI059b7*bKTWz#AWF%JQ65w%
zsPjU1>l8$BghpGvpFDrb#>>lAwk_P#&dCzQk-WFvV3NSB)2nqnxk1$$$KL9;W`Qbm
z^BbFwfcBu>bcE(`KhB5I=k2`bw)1J4f7zqGZb4J0@YKfw4`P`bMV!<NA+>;dzs1&E
zM~<r%3%A&V%7@P^iXjkxskXe^DiHlm3e-JP24{DiB{zd&Nq_CCJV_^wGdAc==~!h3
z#SnLXsHqMdca!I@0_~SF#%T6{M*Xf{gq2UAQf2w8X^Jg}&Ols>)UrUSuR!x3uQ@Ju
z)_rX|XW5<Mv#m--$>zoJrz>D<0YJ;^e0cG@%R;Rsv|q^f`l@>ue$DRCo4pEYgc76^
z+{=cv&QP7%$NjLyX3?CI*KG2yRA0#}p=>ljYoVdkb`N$4=*{&EiORV9VE$gmFLBE~
zz&(l5($a;wQ>RQ3_`hb&nx0v+X06z@>sQa;h@C~Mx^a7ETw53G9lbq|_xIm6Ug;Hk
z_S~tuAE*SH(%I1L0Iun9g_1)+>xP938>OVBq0Ix613Has*RBnTj9mG5_R|8$VI?Bd
z8usn8^95Dm>!&{TFD^FLjo&xt-M-)NE}Xw}de;8!Jc=UE_(AO-<R0)kP|?4*9afcT
zv`lO{=MxdiQK}iUx61URyj<!LbwehBLq~SBE`robNG)zq`m(CxSZHPJvcp}W!|8-c
z<rmQQyM>yIP6`~VaJjtK=T|ytv)eiXT30x&@Lu>)@=#Y-*9DPF74sBL{3Nd$A6XO`
z71fowxJmEzE&;pmcZyBY&&@G@#>IW>Nrna}W)(}mObEUu(GtKZ&h@*6p(VgJ5ZW9A
z?PBuSx_EJO*qVrix?G3PGpQM+iYT|7e7Srbm!h<-y8WfYi%(|G`@0nq^uPNzyKHAr
z^qC^_Xpawr(~5brFkgkXOyHCT?-$s9X_1l4dG6B>B%Lbbw}x_*e!jmod-}HJdvbKv
z^DMdj=d}KQnNqopdos^mVE||Dxt7<2ZgRC42xfJB1dVD`wJEf`IwSB<u2F$YG5+^w
zh6|ULdOLUTpW*&J#GPZ~sf<s*R;+b8q1^E2VPb;q%gf9Cm*4;QZTqeBe{GCbEQbtU
zsJ(BQ@@AGo%SpAaUwa%tE@g$e6de908@6pT<5^=Dam2poxunyc_6zgsGG_~XdhuXY
z=;|#y5B@URP_?L+f5NTHI?uBpy|i<(`KzLv1Xc+-SK5Pi;-z!K%CH!Y^;)W0=eFm4
z=&N;UuX5F2w*4N5*AB-6fr?KS#>$DtY)<RV7oTXT&IwLdy9!@*<<Ay4^uuD|l>OiW
zi4|IOSm?E^@?E>X^Tno>$h!#8I&dh->42eP%ukt%tJ|+gNBtIek)OE$oUJ#6a#ZeG
zv2THo3Dciboc8wK;GDx@TV1Ejv9P?j+17gwX#PSL+Ae)CLtxi+mz<l)EIGnX{aY_@
zy9-+6qS&%cHttcEVoOrXiUZA{E`VnvGzTcOyxZu1Rrj`D%brUav9WWHmEYWydaG-(
z<1a`;c`tWS!0G)nw(4mXj2sKCtf7I=;PgW7cgWpMYn?J`Zl?J8^?f^c@Y1EAx3Mjb
zKVcfr;?tPxv|@kxhE=P&PMtn&x-TNt<m;};XCK8^emMF%(;}VgtN-5|iH0xt!cN`$
zZ@??23z}XiVm(KEMc6E`YtpVAW?bN{6F)&m>)Iwl^GZXoQ^k|1cCYO1mfX3p`Ps9e
zvcO$MGE95C511+Te33ikVgFfg){k#I$}Jl$9XTGqcK<l7s_JB*)tBFOyLKhoh{jKo
zHPtaTp8V<4rxlww8{b=X_>}A&a|eI>8?HZ-jWT|<E<RLO{^^H->Hcf}s;QABU*EEF
zUVR@jA-<)cqGHCkcXz$n`Q?@bFZa7R!!S7m)PBDIqoH9YLrcJ3e+NW;xVU>(=KsFD
zr)~GPEbdtrBYM1=dup~@Lo|zwxKmu^l=;e6+<EV2RczV@s#%j-3?kiwKfV6gEwJzV
zz3MN|X6LstKFItg|NF*q4P9N`p9ukr*Mn-@%j~cus@t;j=*%e-lmEtEt}d9+_REdK
z=|$ZA4cVs!oD?I$sSMl+{oXCG@6##mk{=%)8hgZ4y<9qFe*f+bW@Uo$VZ4eV{?f37
zw?*JwjM+4<b0;_De2|{q7aab%!Goi>+xHWjx0lxzQ@0<Rq1z=QGvX`C7TV1?Vw`?v
z{g%s*ze@a_xOHvx_O@3B(>La1aEWaQ<@hLfNaRi6GPUGWE7tIrypdXB|2O$KyZW(M
zW|Iq+POin9G**B3a(B;0@sz-y+Yc=lOFH!;Gey8D^1t&I&`j{v&rDEXvV?M+?e;Z#
zxNMnPR&MUnqut_{LAQ1M`|~rg+h6Ls{KHSrX12-1$Hw|fo8??clYixuu}1w;+1=CY
z%(v&v7O2|1^W=T)9)V+NS?vPL=Du3m<NV(3&IgY&IbL6lUh9i-@gdJHy!XF&*}LyZ
z&iR(s#V=;X&lL@0b9$k#cx1}O9sH3ZDoPv+tIQjq*{w;VWunVjAB#ylKAw+?irRAg
zY|rA>WA5i8xGJX<-rZGtq(6Gb(MvymFIuGZUFh{g(2nDijRIEsEi>8gEjkomWBsU&
zU46dy-1)oA->v!O%CT8}+2tp$mWgj)SzGwzTL0p3lCZs7C#iU3kx`-iCJhcnpB4NL
z9Kwg%6sCjra7e0p-`<vcd&~ab%TA?dY@{;gm}S)^JDMn({Hyu)=4Lv_!a%K9ua(cu
zU#|cy%Rc|TeaZU;vdS%z?%#v|<^MC^Brwl(YSp?QK6l=J*d-uWvu=J_h}_aYnKMJm
zqVpnl?}~0)@iX1l<YV&9EiX2Hlu+!MP`aNZ@s6w*t0RNci~#ut0ksxhM?KKq?pHw(
z;o;&+(Sd=ErlzL1PR#pP{dexuXV<T~3Og;fc;%E)(>CFC?6#blW~Vy*Q$X8U&mRB{
z&X;j4G)PT+C~)Y6$;VrrDc_8)uri%gZO~l&$_6^D(FmF_S*2HD^EY_9>AZW9@$u_D
zmHO2_E#I^$=(qJn!9x|xR_~ggo1X(}13FJ=-H`jdDl7L-UdM%_<@=p8UtU`sAUV;A
zBUP41xy7hX0z3wanyQv`2^b}QE^hvn;}oayY~yjc#h{G|%ciUS;#s&)_HU%icca&L
zL2<XUQQ#OGhvJk{1JKYCczpVv3WH+Ed2Z00vq@4$MTgZdD-Cn)>7O=zT5@%1NR2@2
z1oxK}7sVGpaFyQqIGtzr?%iAGd|tKaSIH$0CyDc*g#cUZY7|<o^(0N>*d$PN_<qeF
z<10J=TmJgM``^1Y_`lOkv6cYI$cTn$jMV{`QC0^yMKb61wF%tfk+{0s3AFKE)@j8#
zAEAxUPsn9iU2tJ`W{xry{;YoKs`0vIfs%_=t}gS*5onz-`S{{S(8&drF*}P=Z)B_e
zn7-@D%=+cr57))+b}BvcS<XpMCevE;^1??MD;7IR9RK%Y9Y>2n*(rsVO?q#)2^_ms
z&9P8tdk0&i3#d3c3F-i-N)=|k5c&IO>-@_fP839licgF25ck_<a4{=b>s+SdoNW~*
zPp3!N3w?RFP488%yvW`ec1wj`E<ScktEEOg;qkHF#M7r=U6U7yZWpME=h)o0HR##H
zX&3sw)m0?ExE~RsR`k#BYj42ug9|U{&)!yg`D3%Q$@|BZChJs!e^-Y2N%iWU`|#x@
zpE7vom!2b&fKzD!sH*66+fu&u^8dYm>(g8OrHy;n&8iDsbah$CoXbutxV|rwO*MJC
zss=L18QnVJIm2i7c*_$%ZgqN2R?B?PxpLJirN^gLZO>>uTIa~ISHERv^}OYG%>N7A
zx|lrwhc(B-M~&NRgT-a5${WP)209#l9&z6_WX-*8j|7}<Us#kR4ho%zpbmzr)WP$-
zcHe#_r?>dao6ps={=La%weL!c<t-m}uHSa?;oRC&Ir_ivsmv+}{IPrDRBgwG<s3KE
zS}w}{xiWpyQ+AhL@6)gNd#bwpWUQGLzw84YkoV8qKd{PQ{j0z2{9XFH_?#r%@0*D=
z3TQDo7Yb~c2pZ?o1Eo)uM<>naFHyF2KeQ^sBw5f`bB@wVv(%)yLWia>cC|$bZ3yKE
zUmLY_Eni4j*s`}Bl}9f8IpleI@7DxIj)mV_Cw$-V;itRCXAkbuxKEl=a|+B_0zO7G
zVcOC(U%BS<iP<GPej7YZc@}W<hS97L1J9sTucJ;J!CH6cWvqGZ6cH6A73Is}^rF*F
zpjf?W(<zOXfNR&mbFgfUDWIO{W!Rw@uojJ4%P(vDFX=32|EE8&NuA=(`*W{~tE=n2
zGmLH=hE6xGUvq1hub;#9{M=G*vpk<H`?Bn*fyK&yv|8AI8NdAaE#{Q3{IW}X_{B~>
z{8q}pRM<Y*!ZdxtI{kOPS@!}YIc|6|IIZv#hqfFW1a=*_3*G+b|Ltn=4?EU<3iv(Q
zWY?`ps_`m6XK8f$Hu(xY;&9Syjj4L0BH$X}v9R<EW6V|=AK%&k^Z(09-rjoqvqQ05
zjX|zq;~Xm%smV=`1%!5=WzEoIc{o9>Na#3=r0YiA_|%iT?*B{AP51xS^K4uC*;|{_
z&s(2=tp4rHzkPeJ{a$N(arM@3w~n<0Foy2#*|v47XLk1LH~06~cl~kIS3G-ENuh;9
z(dor~?d$hK)B?GmPwzdsmSbUkx5w#a0uCH^`MFvy*cvNsazCK0X!9@rc<PHSzkO4)
z^w&?l^y<<Z#z$u))e}NELbIoSd3$5y;jACu-rhcJ-F2&fe!;%!AMaI85KwgC5Om_#
z+hXFMcwRtE)W@sxVT#MNjVGBTXK5s~8Tf8%N$qEFdNI$|>BT%r!JEntrV9Lfa7^Cg
z`Q-OD)3mS3)jvAve`3*V@ugK3$DcAVK6aYH%(G=yhk#NG$HHr>DJC<H`$-)2{-h)5
zz;U<Po#U>tvQjn69<f7RySOy9y#K{KY<$NkDK917Vo;rY_{vN{C*MsRicTE@S#d6G
zhXtLQ3q0qVGI1=d{=%`aI?W}ezu~&mj*_oIGYkLqERnref4|Q1a-o{8V#zv*9=nUD
zrfRRfefo;G?czPFS8G4}r}Rzv?XBCl*CxMy{d(=xj&GNFCY3cXKN51_FlA?V0y%P)
z_{4(+Ef*AGg3^0IjboTM1zZ$MF7<40@2L89pnTtF*_W?hPqu!)$GB$p%&x7e0l8r}
zuUtu4%6;l>`c3J~_j7K}5O9mGS#$2$ufNT!{J|dh^>DRLnY4h@|7&g2mijX&mYnBP
zEIHrP@ka1OxMIlcz+3Cjo%4&_U6%Xf{<&T)(2Uu>`FmeIeKxa~Gto%q)pmwe7iOE~
zcKzUW*krN4whtVj_t%{&ztt@8YrEMNomx<+ltDwq!H#QTmCf8Lp1ZQ;cM==J>%;pN
z$a$yR?^?HUqoIv;Mz}i1d6V<^JgT3ci4=Ca%3^wTclLF??7JH-fBVazcGV1=$Y#8{
z`si;V$HMPtEEiXTOh1NXy3p>q*5#*mmA=;b@G8zJnjzWt^c~F>Y4bdhukF>Gm*qD{
ziXKvkumuO|%X-F{eJ&in!fN$q911P(Rw}o=n<+Tamg%QP%d35dT)V|u(;4P^yDVnC
z7&%j6hs!s&S^jAp%>gbgpyc@XL#WtpUXF$J+0LggsW%AhN^cj~mG0*9jpNB|fn&GJ
zkL>K$_%1L@wm)*NVo!L?=Gb#NWnhiQ)xN1l(oQoxXFd7E&De6GR#m|1`<adta*Z{@
zPNm#4XDNn!=Ur9Jc2)b=KF2aiQ){`+YArch$=f!}JXQB#qQB?+X#dl@^Zw2Y(cN*b
z^wx!!&zHXX8J)5yXCIILkHsB74jt6ftbP64DD1D@%e}7*ukXCe5@P#(L5p9B*Za_V
zh2-LM-0gmHuP1$6Ue*;7;+1%K(}^j6_Zk&u>=!vRQ$Kz6bdPH9?kU%<dcMuw?kdwR
zuxn+@_Tx$|_dY$#xd+P2#ct5-@yVCtv2B}D)uWE*0<)wiA8VO#+;4{Vtm!iaomv8V
zw;zB1dUEo9>8aA;p<Z`?9*yI3TwAQz67_@Qn<mKDiBMlNu5bPDNA&sWFTY-TTHo2Y
z-T7Dlx8+|Gel0m^sj!-*hkN0xxy4)-tM{4~6iw?<YdgiW@ZN&gbyX4ba;!8ji?uCz
zIQgmI$zRsTmp*P}T)B5yNM21v*pc*w0UlafT1&QX4`0ui@2=b;dC)_MBc%nDca&j8
z#8!b_Z(pj<`_rPct8U_LgTC*EjLA+be#zK+OSG_GbiXd7=)w_c^y+@TMH<K7Xz8eF
zc8o0-Y^@O`S<Nf`d6V9W?}{z|(zgDt!q)d|OJ&^~>NzDuozk~o{q;cBx-24pZQR~l
zRT{Mdagglx-OCNTVQ1p_EjQois8DMuJAT#ANmp0*n*DU$=xLu%dkQ+W2q=EJef^g8
zTSqLK85GaR{jRay{M;#{dE55MZ(qGSm8l6TFIz6`kDre%g(|e%OrF0!{oE{pTm5rq
z*jAf4y?A`_xZdJ7MyuM?XP^4<LuqMdr8|RSNqiC1w+K5{%+uUd`8loI+}rK1{Tl(W
z)BcxwaewY+aC))t9yBjDggaHdIk19f{>*~A7jJcYFWIu{K&cGlKh+1F0=G^(e}8i`
zd16Aa<bS@77t<6$RmTkL>)N_!`I$Ht{<ebU!#K`|=g!MaJ{Qlo``ruK@7GQ(`aX46
zpYnnIEInKc_v(CkadEL2qn!1_`;7wYQ^CRe>|UvNce5|Z<?&FLAIMf*Gb2=E;iM<V
zb$`{5r`EWzD4w}@!=N-R*(t-mIly!d`{mhM^MCHS<#gk+TIl`=&B?5)Mv+nCHy?Bg
zYRbHvw(-?>@AskoQg3~(7V~?(a9RE(?kl^I+4DUgcB=K4p8OGP?W(1<bVFifiuAAQ
z)JFnN9RgCavsBs}vY9v*W~VekON9#E7VrGoYR1pRRo{O2clU46vkw(fPBSvLCVVMA
z{rdH5SKD>#7A`!P75wG-tG!=eU-u3U4!(0fd|iy@+O=zg!osF)iI-7G^5OW*s<*pG
zZC%NWFQ0?H{?X;+ms(vn|4ZE085b3s1ztT&4VJX6b8%Lf%p&0Q-9!*tvM6vZT$JgZ
zn4J7rWM+0=9^d|S`$gyCA~U!bR<-^7^z`)MrWHwHYa$e*x8(??`<1S%e!n+--Tr^S
zHiV?DpS80vttDWyA4j5)Voh~h!J?FHJ!gOZ?P%t9^Yi%l@qa>_0pp=}%iEuxTsGM#
zH_=1NE>f;ArT+Pj5*q`Bt=FfV>g7M*^+QL5%hT1h^~<+!S$!XhA95tR8BAhfl2in>
zZ91Sq^klNYs<UdhZ{1pU=9%UFa3#>1z>Tc|p>DPJZr;?C|M#Ii_3^RZYx31@hSgI~
z-!)clnYGoKV=~9X+r}-zsh?9T4$8aA#8})=U7BATKSQzSyny1B-42y}3+3z={q+PT
z3UO$nP>63axYo1KH}<XbqCCsnTQVnq4cj8HN_FY0tyx#KUT<dQ7Te$wl6*p`Me0L{
zhEs>Yr-Z7r-6s+(oH7LTR&I6!4fD&v>Pd6O5O4ddK>^RbITzY~4i63%R&4pUY^s;o
zTyKxtw{IWTobz2GZT+O3#h_pe1E*75%?5{koQYrl)_2vck#t)ALA9#L@r!N8&DAOI
z=13}DStAOrws5rtCg?k@;8<SGpSb9iN>taZy{mrxKEtsvtrna`uk7jIX;W@tdpOA|
z8<a9$z*0tykW)2#p!x0|EA7Q;Lgnx7Wa?^el{b7ClXuF^cx7*Li-D<MVZRfH;Gr1N
zL;I8`U#c%LiaGG>yVx;ZwcR~gb%6qWjXXjQ9Cr`9a6np3O&TpTEBF=`PY>K}b+Pj5
z?~CUR&%~(~KL<Hxt$<UDL3rzj)@t`B*Z&(y={-oVx8qg3^2bg=hA9qIy9C2(mpx*K
zKCjoD{BrXo`x*Nl&vblgZ#nT=^UKZdlZ}@<DNJyZ_<Nhl+?sb~ZqC)SE3#JKe)a0r
z5*|T_@eh)dKi#?Bp1LJI<(X^irJDRF#e8$8rnVWp3}<9_IA9EFHC%y}RM(weY+GJ_
zCtADvUid4sp2xL53KN_%>}R|9>fX+toa}4te%<xx+Z!95r|Cww3GCy2en5Htq<h=v
zO)J0q%XVc{!Q9siWgc0!tea`c>|@{l;i5j@$%*2}pH5qwYV^J9$9`ECj;*IW3|Nf3
zK#4{enrJ?Fam@df)nBsT=+Uml*Z+t1UWpBQW7Ws-Ux;IlfEMGO4T;UA#Vc!-R|X3_
zp6c|r=*rETn&I)aTUR{(T-sLf;R~bXm-%ZGeVUiYP5$`MILPj^kfzq!P50K%sN6WG
z{Oz+TZl+E%gqH1KS8S>Jb0fs9U;g4hl?H)b>$zc--&BFL_3d+R=7aWDZ!8n*+P-vc
zEYI`jzrVjfpRH(fd#`_7?F!3>7IWk3m&RQBvUtidBc~ZcYApf$!FMuRE(k<iN}CF*
zOzolOH3+2j*Y2BVIl*Z~+IO?uTO#||4JHb#`psJY_Ll0}wQH}HZGClrV;aZ*r}6(%
zPf7gzvfN&`xw*Mf%6hN+ttUt4Zucm>nKQHUAg^Gpw5)~Zaz0zd(9ieOr`JDH*ZjKs
z!;|8mU!SE@H`O%u%q>rM@i};4w$Q6T>wM1a@oKaGk>d69lI@Bw%fEX++~{od=b-(h
z&RuN<vpz1KYqa6Ho#u=%)uZCEViW5=y^)lxeXOdvDq7=k@w8L>{OhAmy?ULRSG>f4
zU(Qa)z5M;OSK8|)XusdBe^>2TkM*a|j+Hr26KC#Q5ux|%@k_zubN=3)@#k4}ZBTve
z&O4jR<Bp`awzdYv#ONG8e3<k0=G9Mo_Iy3G!sP#Fo|*Njf1b+Q?|j}O^HyS7w4HhM
zv$zS?-+4>EiJw?!-n~T2M05I?8663QX<HoPUh7VAy{xvh@?nMBYqw1+S=7|jTzb9Z
zez9=%+o&(yoj0ZP*XooXi_`X7e~o_K&$B!1&7{NsD<ky&E$&|WX^$6YtCNwPo!;ch
zlRw@1yWTTCeg2(&&&y{1um1e^VnWo!>nx{EKfZr?{`G_xdkmQxML?&&cKu4$m-JO>
zdA0fM?B#m(J^T7E#Ff2T)3Qt7u)wL}M`h(lcKK<SUVdJZ_j0)s+r5JL=_UI=HH4ha
zopSnpg~?LKPJv}Dn(rJr7RuST1YjgCSYjw}n(@xI<r_nXxwAxm1557oi<{kVKe>8W
ze)6Qu;?!?P%Uw#UpS+1KdUT-KXm8%mn4;h7rmT~k)&n;Cj`ND+{i=(r{&aj(XPnlv
zYdyEO8>E2Q6J=EO=tBn&|BiS?<LbJVQ>JZxq+G46@;RMvj)0a+XPM;Ia@pLxylKmp
zEz@)X6$v&PpqlwYo#qVV_;X?U6TeLp(_FiH@~zu>-4f<If8F4`%2_6<JMCv`a#42d
zhG})_|LR3kz6gVwsiyE|YRiX(^;O=x_;&sOfB)_L`TE>qo7b2^tX(3YR>i02G^0Ym
z(D}s!VFyK-m%^4`XP3WQTAg=$!`JuU>leDD>Dzt3(K+c9)6B|1$0H68Hww@E|4CJu
z<&tWHz%F%I-=RXcMRclbkVMy?|8;Bb@qg<*{o}?Gg_fJr(#y_)R`#%Jhs90nQCoI)
zQsCZ;GhV7LcCWWpwEy|}$bQ~6`_}~I-4**e+rA}WeII%g0MyKWbWCgIEJ?3h53k><
zTKfG;#4V?c_qR7zea#B|U9ckj%i6e)-@e`0SGzl=;$iEx<fn7ai)~kLeD&(pA<M~S
zEzF>fyeT`YQ-{E_OOpblIk>y8epXSgm$opo(sW+#BH(mZpY@Pp!VFNcU;r%^Knt0&
zvnTJ{x9`K}L&=;At&ZLMdq0x3dg^@LmTf#{W@g9s@aj~Hp4khk%T1j@wT#dqW&NJh
zi(j{;RK+&x?6dr|y)nJt=hVTy$wuElDeZjvI#sYWwJqRtcT)jJ$^?*QY6#2Tym>Rl
zwOg$7*LopqS;dg*wiPiOzp<Q*`&#rFRQ=pV)P<W*uW;P4<eU_!NnZtP6})iTk#$w;
z=7z*(Q}2l2VBvqet72jnxgWJm=h(e#*P)=9d%ak}^_VWWNshBpUBJC?mSo7I<!PLA
zi!!(q*F0~wey<p_uV&|)ySuMft!nst=Hr`CZHaU@4%645?mfrCXRav*GKwY~)2~D-
zHwf%<?}s&sngwooyT0G^*>C6jeZLQV7g=WHyrLyQSM=`I?CCjocZIH6y?S%_ng&q&
zKt~0C`+(o+(tYm;*jj)UFK&H$ekVmuRB?;>)Ij5wyLayznlHc>R9Kr0f=<8Z9S~Oc
zYnfiZOVCNqa^g<IE`h8~;BH62XC)(vcWxa1yz&#iUB2ISbJna&<tMAN{vAp1_T+86
z!l}@*a`UGCKPTPml<uA{JKZEL=202DQ$$?+^p6`me0=;ot_#N+RpbQZRsIlLxqsQc
z+9D-|35iTUm0G^(Jhc6OM_94t<U7R@yY>syPO)-}83eB|<P&t_t<Vwyj}w7fYCEJA
z-^l%$YIFDR|D!p+xi>|NV*iHoY@2dLz+*0h(+sQC8Hzq4odUa_d$mY1#c@AeR33U_
z%c>{*%j~~I?dSQ{yZmoLmGPDnvpAVJ7OJ^|JMO0XO3e@RS_)DY`Je0ABe>aAwKdde
z@e`(IT~$+-AoT`;W#>-WeG;$#%x(Ge)5(Ga4UtJ7KNilMGlysY_s0KU8E5XyS@!#h
zi-W>pmOWxl+t2R*`}uR~!AC{g6J_2fGjS|TD?}vE-GWZdXBAArt%fVdBSS+~nVFf5
z%*>X}@8J<RVZgY)<-^N%zY`nRC0<{<|J}EnM(K_#Ut2K!@n%rGvW6E+I#|&!r+6jZ
zgRPilkC0QbtwQlSK?e>~?Kbd$4QlFpwb-5GtK_7EGK?)3WTK6Zt2GE@_3<ErfMX#v
z=LE>xI;}WAf#(^ALd&xolOz>QjM%_lFe%DRRnc^sA=snxQIfGGV7~&#LOW-p8OjX;
zvy#2jS}vTBaNrPhYPoP?>C}l!z<q%u=_~?Hf14Cqe({`4=xYdfy76_lqvQ+u^1BmT
zpHKDvxkc%EA<K{H4Bl?0+06p;m?JC-Be;(BpRRb3G_k3?Y#!I#y0}&I_PeT`dUpCl
zlYQ5MSZF`s*sA;Ld&6y)MRp!}7<%4TW1;ZeOVwB9Pu!UE`4GE5>NtoBzHtyK-ML{!
zEdku}2klfF1YU`=!Nc>=|Ig*@Prru$iYb3`{{Qo&$WQOQAg*;<5jnd?{7}<L<Di?L
zJvn>r>ibd-mb{$5FS70Q`z`-E1zz!PK<PS3{ya1P-?_q<6$uVm>ouoJ%g+-nRQlSp
zwyTTl<=eNt75`6gKmPP$m*UL0aE0#tz8a3VH<c$B6}+EuX73)4yq{H(E_WV(|9W!c
z{oYf(tF@NC`;)ZSuTr8{po(L5aHSiA;uZH^fmg;V&6Z4Y+=)+nCbT%UdRkw(ZmpHP
zcyg0~n(NeJc7>K%s;A2pb>9E)n)1Egv@5A|&b-gFe8kQ;aF`w!cUr+Npm^o6`xbjn
zg_d8Xj?k2{zV*Z3>t`oL7JE%9dm(Obuesc>Cxi3hg$omMZf<h@_U5Lr-ThZrSEs(c
zwe?~B_b*>g>?(boa<GZ@(yd!ssi~=(a&Md6+?ecs#%x{8&P!H#@9*v1RQdT?NAkA(
z`+BFR>-*o>-q*+X`j30R+}6J6Z8<ZcMc-s2&QpvW3)56T$8u<&Uo+{^L-*wYZ`R(^
zO;)|G)H3Tax8fD%4uMx6m2b@lC9hqe<TW|f;#$3r-<SClE(NUASrL`+cY1gh=!CUx
zFEkyCxgPBOeoy;)eEnV%6O)LBZ*Om_?=E{gY2Q9OZ=Sc`bE~}guAZLhe00V4xk}4j
z-mhFfZ_@diXU3cdSKnB-PA@YnYg1ov<*wbk4;#&jx?1#Gqa|Q--A}!i%T@o|r|{Vt
zv?iTD^E^dq3yb0vnRt$cat`p;)2r*OidWKSXdEt{d;a9X$?S*Qr-)2FvG)D0P%ZDB
z?{!2!If@>-ySv;wIyyS&VvtkW*Q?>DH=noD?iSPK>W)%U>{0Ff_HkQ>R^yg*?x{L?
zcXnL-C9FGV;}fH)yPkeB<XD*Y^;0ZIxBI*ar{?*)1jum5YVI}u9`(MEf8jj_XO6Ew
zKph28ORFVdzaGazyTcWdZ0_t&4}N1`UQ=^&j`xy6$HhB^*)@s<S}(+D-MVqZ!u7+P
zrNN)dzTYiB9b0}^HGj{?Hq+n?eQ95n7B91_MHef)U9LW#J9qBG$fGant#40QwSz6=
z1gF!A$g?%#POa-Jo}>pEeNon&W22aSH2hS+&-&>nn~GnrbGF?-WmWtgoyiNmBv<b;
zX(~IIvA*S39CQ>Wc>3I|X=+MyV%^R^ObDJ?-sbu~Vxi0%eMr;oZh~67^iG9@DGW|4
z`o$Hmq)X@@j^3MpQaInn@af~qsh^)L>&`POf5ec=w@JXv++2Ona{sgER?c)Zoh_c7
z=0DZ)Ud{sD)^7m?_qbQ2v0N>><U89e^1I5a-xA4NRWF`NY-qbNWt~FHtgEgZ!pvJ*
z4K4<9B-U7+5qK55;0#(Kdz_lk7BD||LaV_=o`tsEFGRLRe43t7xx)AUxuyTsrb%2q
zJ<Z|h^=Zz}j~RY@X5=L`IoD-zd}@8F1BdDBMgcXp2#YV%rj*^4w_EXK?c5-fAJ&rd
zzH`o8VR65zeo@ZBDd{3v(^9=Gj9Z>hFmV2H?m|MF!R2ttpL>)V1YS*c<M=A6cItp_
zOI1y?MoX8+rlm73?ykKhvbg-Ok1I!L&X>In-;4rF;}=!koPA=&{^y%{R{c|Msk**K
zq2(Pz*tXh`F8_Z%zohCl7H_tDq8ITvqeVb5#;DdLiAAwRN?c@NB&hg%45}m4P9M-)
ze3Iknf14FfGjgV1oE}$|d1{&Q#%aCBW}AjcU$jX7wx~aNr&-Po1z};~PvZ3-#UGwc
z`BXY{MKOy~%ggxnVJc29_!OL8^oe`B-Tl~QHw)I_hbBW%ogomS7;@y1ZF|AlS*F(}
zos01HT6|RRUb1>rRFqPe(BB&8uZe5iy<F~BXQ+EVm27+F*0>!sKXZ>`p>+etLhCpP
zmeXHU+|1y#B3`{EV7{W{8Nm-x9QSK8r-q#K_?Pf2Jnq%Rea6XA{L9SUd(T+02sp`B
zoe|iztX*K2bDO}f$E^adJ}Oz6bAXCGCwP%}A=m%kpL)G%s_&o8oRqio=g*3kfX!BC
z1a>iZ2<&=1HB-^%*K5w7C+G8fC2sUMdZwx4SWmCtsSBDDf1T!fdM)><;C$P<`1vxw
z@2<GBV^z?rbNXf1J9XsFPP(Xb==qgnAj>iYood@s3_#One;)pgy>!#?!7k<c4Ot6y
zZ0tWhXSwdl@j;ZaC1A4*%(FAaoT{f^bXhy2x^m*3PhX8%F2t_1kYbuA=)mzcP#Ipi
zW~^gRIR~1sN;}%5)zZ1aXMMEZ^gH{sb&EI_TIYZaY1@#q?8KpC0WQgGe!i!ob041(
z*rhG#?tGw_iDRK%5i}4TIL>ZVEzV)$SorLO1IJxP7mm9hPi+zSBy*_z$LAZI<;fEl
z|8-_iyt1AZqoL5G)uMX&*{L_(?>iFAioWSu7CvxHZ2Pc{L(kd0@5D!UxrwVz>relF
zr`X@^xTMpH_Q};8Uw;U`^=IN(SQje*2^I!LljGCQa4ei?*dVa$@F^Z>Y+rO&Zh`b0
zk&+Q;MsVBi@Lz3ivE@$=?b4bVH_cl5%+7ZSa%>w?LN>pEg&?lv;>Gd*{`-GU|6X74
zye|9m)vDD`HhoUt2_B6Wa5{TSp=Bkrj@@7Gl@%{P!}9CP{a@w>^Ix;s^lB%&YRRJD
zs`bB^C1)4MS=@fIQBSfyYq^K(QV}zqZX56V^*%DU^jV9aoxb@>_0qjdN=r*igQ}&y
z-AqqEjI=OrnYZwni=2=H$Jazy9A0;dFkb7@<=pCNUGnQqM^B$Whtmv^&~vg40$I~|
z6n$h9e&+92d%8ZKlYLIq%YWO0R?gS`<k9j$hTm*zWqQnpl|H+|g$r-0H3+;4XMnY2
z#17rxU($FbRK0%PgZe#JRPWk0XL3H=mU}zpc%Q7{!nH9wgQB9NQ!_F=uC0w$fBW|B
zwZgAozb<+tB_*{6RI9tx$i1FXas1|U4ejolHPd!#JqrVkdB$-hzGAq_llbDv`9qA&
z;(tS59h~K^)WY#_(#wh8Jr!DJiHkl2b$j3q&qf8Vg_EaEviTYXnt05O{x)m&?4>JL
zo~)|BzpwVvrAtb;x93lPdU|?$YrxT!^~bH;JfBX}jb5^Gqv0HP+4A>$zn}VgJzjpA
zck$KJXQBN*-v+r>Wza;!i;G8(W%dX=aC{YnhNXiY*TZ*rcQ0ML_UtUpl5>wN?{7~R
znCq0`y>QZ*wb9#8y}Y~}I_{iyF=lDgWYAEos?!S23yTZDjbhtfH!OM!LD?b+nk`P4
zEB2VLUd~ZoQWCLfd*)>|?j2D<Qo1eQ-Yly6e~4RuOJC%Mgo7eGO~N<cIo~6YbxlC=
z3d@T?3#S?T1or*e>{$8pdGkZB+N{4m{i~MMOPNi*nC`*$AC!l)o1o3NpIR+hJ6G%#
zxw33^%Y}I#SFc>zsoAnE;MT{D?@VL%*VP^o3c})h;}*HtoH@rV7+V754WU``$!Y<&
z``?#y?4GOGBjz<#`B$7v@zm3ILE-jRzzGs=FS!@Gs~QzarE&BosAf(BHT_r}Amt!v
z*3#7|_`5(@c(}i&&mz^8&sNQdo+;>bwo0*O7K1I9JBOfC8V8m@a#uWaMQ?GITjBF_
zbFW<rsxFp#zA4yjR;O*ApwrpclF%Rl^^dVQda;1ktc&0OE&VLxRBcvpexB_^CfDbN
z;XCh~1%)RcUd<J{EvNNoC>v{gPcC~Ao-Z@~a(esaDudcfPh=*9g8F-PEdjy{+#iC6
z>Z?jN7D_#45pb$K0`0^+08Jd83=fZ0oj%w8bgsnl-!mATRz%9+*ECfi@BjDkCl4+f
zue1KN{D1Dsn2`9V;1OR34p5gSi|LDo47mH+uV?0$JO|W<k$`1P)GixD>6d<ie_yU9
zfBMXPd@Y-(n21OA<=wr#OmfzVJi48mJs1?PwD&_33&%psZ7F@e42oA|BsmtUIrJYA
zbo$Tnuz7z?aNU(_U$+T#)x7^KZ(znH;FO%<ImZ>0mTRDC8C=90J7uKsD73h3NVCy&
zdLgf9bI)3*-2T_Bl6f){{Qt)_uc`2_J@z_R-G!rfp=zNRD1Cf@R$a(twA8^>bGNMc
zz9VGM9~TS%74KU_diYLPT$P#0F*V|S|M?YD|J_nG`gg@|Vwaa@PJ~$Hy?=2tEw;pS
zJv%df^HuL9dzZR;y?(Xi+qT<EebQD%E`9c&IznRWcJ6sTuX@YvcRm;Xe%WAivm|Jl
zE|2G7_0!5l-^=^Fk25m|Rr{{I^P}KNUOaqS*j(uuN>7T<wWjRbi6t_3tksJ3^(RH|
zi<@?_&PDz9kHuw{1xx(*-PseOH#7a+v67Yx8Iqp!R6!wB0S%!KUL5h3ibZKBYVGgY
zx~I5(S{|~)-^b+|$A**;VOvl^5m51Q<@P0?X0i*V$<MWnuM&^%7TD*@sc2#%;mO^|
z11gLfmEe{0kCXCUHr4O=_`=uM|DAE-DtAn4!G`mk3N5o(oj6PxrMR}Y7A)H0bS&$9
zzlHa~4-F#n)+!u|#x3l>yHo3K&bSk0o{^z4NsMWxdV|0#V^>HvWnAA{P}b^^8Tjen
z90>tQIdMmh$(v7YRTgkM+Xc#}yshniWu8|zTc<8s6VxW|s>iA;^JeNL^Y5o`ocUSQ
zCV8lUbp}@VUU&Mj(c49AS;6;X{PBX7oAqlI@9eGKo^x-HB~RYXO{tqoUx%$+x6X`x
z@)=D*2ae!FBL5XYIb~r%%Y<r<s}~;0IXR0<WN!9iP`q*+mS7#l4sF|JmYJJ7b<-xJ
zz@{D9*Y%cMxD()IY3ww^Xw?mNrIuL?yshl69R0S&O8$4soVdJQPh}}zFYe*@KlNcF
z=gi{L&O2Wo-xO528S+equjRr8R<~PgKo#gmSfRg<BhlZ#Kj+2<M^IhH%gYPxgSNAl
zeSLLxQ`y@nNhzsGy3yM_ii<bv#P5r-va-@?yt5^9vgzg(OEzuZeAy~&@0`sOw8Pi+
zOz>A-e0jP5^!nf1>$#tshabIj3RDVlD_&vA(6G^P%6M-yi$i#K&#~pr0#dsUc+3Ws
zGIn*)^m9U7F{EgF;bXVg=e_m!s(gF1P-(TwhIQ-C3E8T4b&KgvTDEN2h7Y;-_uUmb
z^5Xm)<G#*EXF~POK|`jc&fo;W-z9L%xMk_qR-^aFPPjYrl=`2TsNOz9(Z`@o088lp
zRBG|Mv1|A4r|WjVo3#7=zGx|FY2BB>>uZ01i`=w4jro4XW8Un{l~(U&-~Y30PW`{1
zMSp%2Ms7~){rXe3{ElMr^K)BOjI7$bg1tk&zq>0f=C?IwYPbqxOF*%U0xV)G`4-+|
zaKvn~DV%V6aVO+h+@;L(9Jfw8UEM#|+u47<U2f-n(D^ApKlaz_$p8Ow{HgT)A8j@7
zisw(xum62}nugZNV5c4F=jU}Cy7AnBL%2V@CE#<F8`$&i95+MUcy+PG@r2e3J6HDj
zUfAbvaF1u<BwN*%th5b#_S~7}8nU_loA$N6Z5OWweiu7twH?t^S*YgV3@Q1gcJ1((
zT?%S%azfji3in$ACYHRj$U6V+=68Wr=ch8PinRM0zm>5!D(KdwOG>Y=ujkh{?!C7)
zr1P0GzpV;r&!)HAWF8dPg2ufr9Cf|529)i+L0J?u9P?A7W!o3m_eNR4VN4nK`B$_U
zR<#HH-ti(`_ST^jJc*A!b_ry~od*@(I9+!jTk+4{&n{WolfFMs-!E)wH{oCN%gOT_
zl{dLEC|*(N7sz5V5rM4GTG-vaB@$FTOh>f+oVMHkyx!j#v-d!*$noDZK~<V8G@}YA
zx^VEu#w<B&1scp_fz^Xk1^&G~?|Q3$=lkQ+?KL*#^!>I_f{j3~;JgrE0Un2J)6=_@
zHW$?OVuB|44_+K+zc!rN2^x=DBLOZTaVZ7YKJX3(sPF?dCt5CG1|YbObK~gkVQjg;
z5%zWoxbn`5cT@SG339Xn)X~Tzki7|4{bsEa_@=kh@7TN=hb22)xK?E=pR=|!(kXhj
z<HVcFOYxueGV?PhUfN}~a_`%19go}kWF|iDw^0h69<TR)=X1HY+pL94>}_@Y&E`(Y
z<aWOF;pC@|JAdaszVz`x!<D#TEps~??MIsfI22ttjIBgGpDBY<lOZ%U9ne<%vwpME
z^5b{DKmPPm>8j%QLYE)Y9TcYb@bU7VoTeL{a(<qzSmp19Q$C*BkbB!~qkPNEQy<US
za4fWEFJI+Uk@j(`(Z4I_TIOoZFpg(Si__6x8>xKM)HJC0>s7(y{qw9;m(Q>E)6(A`
zqvy&IEF~aae?^bI@5{;Qv!|a@{k$ru%k%kybqAFyzeKc#i20tF^m4JFX4P@7rwR2N
z&*)1}j(*K{+0&ngWs?)AWbT7DCE_?A_Ud=p+<d%G-ak&SsCFwj&J`v&tzhxrdu?5;
zwymx0ro6jWuiu}Zu0KDBQ?>v5o#OsAQCq!MtzNx!@#4c)WtW%v8us`5H3<AFE?BPB
zvhth&-??2!gbumrw-|ig2pUH3QdSfIwN~VXK|@g~lE>7KElpqHeyaQQ(nS`n%jc<k
z&v2h#t=m$1R4KLfBx8Ah7msg;Ld(g>r?&(fg`HFzq|I_RsBBoc@ZhTUV1db^C+5ZG
z<m60Qwrp8SJGavek-#uMk5G=o#x0^#gKlil*|Zii?z=+r(8AW!Pq+X7!2j_4Z+^Kc
zA2+9`-g<O2$fS1H*MD17y`MDges?OPzIjv1md6$QYrfBPPBd%p`+oYti5+vyt7nBw
z5sQ3perBfH>UEa(i~r0}Jfq<^>1PWl>2tIM%uigzvwnU>>^Iqa>Wd#g4@<k^w|c6y
z-X2G<F0V85EEI0;6+3kGtJ3r7s_o_X1t<1B{L*T0?fl~`r8MxOm*3CJs*9ezxVZSC
z8>lLnwc_UX{P|n9Y;iF$yXke{iS6T#1DuI#8n;$|&&$lto_y_En5MS3&7;X@HQe|m
zTQ1BO4_wx|;YFK$&x?%T^Z(AA^YiNZl$ZAZ7KiMAUwce}#g*fG`P_-RyW>4iWWM~P
zmASVz(=Ae|Me?Yp(R=|1j<4K}0<VmFrYEM<xYT|4#GjH>r1WUQ=~w!bPd|%Gdv}EK
z)SUB98Qk-A8&<7(mHzpC-S^#_(#}fV++V-n^y22y*Vnd$ePhj-k+Ma*QN+pA<H{ue
ztt=sX?{FmUxq0M$&2#JE1NGlF&!5`Z*w`bca{FWzzrFtduMgapl>D+;8U1Tz$1|Sq
zrJmol`8}@QaohPu*#2Z$u<*S7A1anl`TJ$JQDmHIGVjFy%vur_$_t(KPab*Gda3?o
zdrHCk@}&t;Q$^xMD(^hGX>9cCn0HXf_JC92_aqDViQD~-wETNI{#5n*o$hIIrBe;X
z-0SQ#s`KoWE{ltvcCD|;Q@d0*7kSEmPkJ8ml)vEn{a;rHR=)VWHz+b*L%e>6$)nBt
z4hw&}wfL~n|E{E+e`n9!yZ-&tbC*9oWsjdSD^s=T=1*hgbGM7jT;l%R)!bPU*qig~
z$5YAFn>XVX_)A-tfL8@{{CW7~Oh)6LYtb6q+G<NGA6B@X_Xe#BP*-2NU;%@Pq(VT&
z6HCqN7iu$C?DuM$HUEUeu|M8{QBhip7cVw46#Th&LcNO7{l|yX`A#dZw=q)vSZVtF
zWLI~1%D)!IGZBFg&k9BVmUG&FM&R6B>+83eRW54Ts`mIPmh9f7-*8w}IhJdQfSbSV
za;=uEhSKu#<8wU!EU*8yT=Rha|DWeiKS<bMwm87)$0L5bIUyYS`yXHI;c*D|oFXvI
zt~5SKQKsViSECKj_bqXXDE$1YW7)gkXVP^P_dL3N-%PKif33}&5RUwt*7~W6cfO{l
zPvT1a{7q6)_iX*&cT;jIKDe%&8>nWk(>vw*V%z3Vm&5x`Rf}Cc@yvgZ`QqoHPCH(o
zUDV>VBjc8e(~Q7Z8z--n-*Z)8tKy|_fK$Y-*KXb%?e@Qx)E%-p(;zTQ``62Zmp?Vf
z|4%r@Iqizx#Mk<}?%nBRp0aa~O;LDZaO~&V0;}rW{`1J+{hp!Nv(@N=$a;n6ymJJW
zRr4n*N&1*DL>Rp~f4W(9@xQ7!M^5K|J8|Fs&#E&kb*A3mUEz0R!OM5Dla}+(nXr^Q
z4b<y0wptKjG%Ik9%4bf-X+5vRn^YJ7;t@`*_;O%zQPKmKBZ}s66^qZTpOydZ2;<3l
z>%HAVe=Z9Dc~r>hxoykoX}a9{^1L2DH(%;Kz`1bIjEw1lzvT`-d-m+ZGQ&Kxxt;5T
zoMucdoc#q<p{-!!bei!c=wXA53TOt37d&IoysQ7i)yL~kP28t^jc;*xy6&`{Qzx!=
zKC?|>`{w7f1#Ssd{Q8m^Zrt*!!rY(j#M{8cZC@Kj4!N9H>=ASNegEy-w}MN;*Tu}d
zq-Mgg@FwG|Jjg2L%X_OjK3juoPA5<q>>_z1HKad3pf%v`p{qA<W_r%~TcpPrDs8`O
zZ@WPi=SsPse|q_r2vkM-wOsJNwQ@c;s3&{q%6jp>GrFKUZ!f6M`)IV`^a{J%3%C-$
zY~J^lbIz_^yEdrox|<qu(eL{<{l8wU>da0nBE2yh9gUgiYdpQ;_xr0YJ3IZ~>wkf6
z&*P?lHG3MxEZ|fuYJICb<lkTO|8`GVxYKo}yw*<$o*8n2J(MH#{^I${JF33E>X39U
z_1W}Xz^Ys_^!V+hmH+0QQhpY+(s7?`vp`mu47inkXNdrxyrt6mJEhZk_WavrQuET=
z=zZ|S{^uuBrZ;_(aWb2F^2rK?@O{EFe%7bA3i8DL5;xlMr~a9>(DlFW9I?vYmJ8BX
zxXaajeW-an-rzIS&To6NgU?Mq&t9e5qMg=xMO<Bd-}fmeE>8R+?=$}okIY0+u&7l+
z{5sj`$FuGGb?4sR-X2}&8$EkrTnCFQ$6NNx;o%~utHtJ4+pYL(b=h7^fA39Yn;G|R
z7$_AU;Fz+%V*80FJJZwquEw9`NtF8P%5k~jnNmxvTkL_Z!WE!pZCk-r^ppRm?k;;!
zF&{MH%iRQS1?B~DJhJlJ#=xM!;OXKR(*OU7dQr*ucLk^Ke_op}`O3AR<-$BgAC|7;
zeiG7dDs2obi#QZo(%M^g^?x|f$y~JO|BflGr<N>S))?y+tMJ{6<NqUbCH*fuGj7~&
zugl$dqI&u6e&s{^Ss(+Wpsw0%5hrKgzL{nj#w|x(S&bGiQdzWq@nhklw1g>=PWtR(
z&zl_P2|I9nu3`AG=XV_E!t;g~Z1_Q4-VK6Iz71`M1f9&L20C{?2X~*i8)eiR1fEqe
zGT*CdF?hiGE%Cd6)7eFkz6W@aFXP1{C0!OK2L?qR2SMgLtStryj(*L&F5q<b5XGw2
zw|uzqU<uFM+Z%3NUA=9O!>KOx{yDsf8pXlVz~Cg&pv1O=JC5_=emR-R_vg+n@%=Qp
z+qvl87bf^5u{0zdfQJ)74eeG31`dT5MvbI~-4C`3_;GiNh^n#Qvez=Q(`*t@OP`wU
zuFx_|6w>*_ZX5T*O_8lZv2$czoK{zVa%ROmfxO$>e9PY45VVV|t=+rgyOfkv3UoB}
z_4W1Bmn~cN!Ekr^`)OxqoBLPV-}?w{$7SZ{^FQx6H*?SSpQS8LD<bo8yA(80lXU&s
zH8seB<+RWM&)D$r>8cH{-pBv{b$#isT~TJaw^IIwpS;_~E4}7_-IvAky#lVPlU`lD
zdslYiWwAqBv#+1}^z`)F2-S|WXU__LWR!DSx4TVXmz$WRfQ90ld+O`$uIL0sD5+k4
z=2B9Yl;d)Yt^f3wU)oP6EtAijWGoHo+}zCWc_VNlm5C!!FI@jeF8?9{XnPtoK)h~>
zrsAEg+0%8RxA~kpeR}QVDK30`d{LWg&qb(Kmfx@44(@cWuYH?6?Ze7Qx367dPG9Gp
zx_tAdrk7BquPSIMMAreXL?%6sh0hig3f@B-a#H$@u@eEbAbgiZh74DujdFv)v&e(R
zYj!(|IE6BqF5X`L{@w?ni!V0aaQe}zU*ov%V{d-PulLRTb{e2g@Y;Io)&SYxZ#JKg
zYFhqDFKUa1&a90s7v}l8a3sg`a4dW_-Q_|{LCq3>HotwFpY8g5Q`e~AQEKFu#;}z$
zKFf871$s^mITN+Y^IVRFF=*&J<C~PSHA~S<2B#UPuX5MjZq{nqCSvto5wzE`V&`(*
zmMqVeLdTEG*T>}TdZ`w<G3n@(o35%A;qkRwx2l93U0I)hcbDm&Ga+XsZh5;|TUo8y
zzdCirtBSZY0%<ioEWR9z8D%S;1Yi1n?eeE}(fidyx!0Yxun*=0uaz<>EuARNw9}tK
z@yuT-ww>&bVovFI-^{d8&Gfo4$Eo7U2|@1<Q;w|s%{%wB@6-o3=imG;X~k-AZJE*S
z?fLF(!Z9Xi1hVQD<IcRTHG)o|PS4$pe}8|!{heY-p4H;M&VBzc+$%My;#d>6_m<G<
z2yZuLn;4@@rY!-&%4oe#Cj|x;fkO-;h6iFf771vr4BlK-ey7mA;`8*3i^b;zZtb4n
z#+|t4>Ec%s&o>2r&41pL*wF5EY*(8=)*=_^C<L@$kDTWnMVzY50&M*+{4BDQHxO0a
z^W~B^bSfb{aO!zW?TUx3;z})g>-k$QsBU<17*^J`2q>DA6iyUlVpM1lU|Z0^_^#=?
zQ-x#dLLY5UzAxL;)t1!zyg&Hm<oQE_Hx(KLvVz>9Zb;^Scro7pg#W*q0Iy}8XZEZx
zX!=*M|HRAtJ|2HlTZ>+AJK-MlV%p26=G9N$%h!cI3z>H6eXPvSn$z#@DOUbEz!|wK
zp>2!V-stZkf*)g>T|d3p$hA^u)&$kd?#gzrWwoa?|2=B7KgTC;t@N1}m7Z*j96x3=
zIK6oP>q+%%(2}M-_B$<9p8M(-NFV!X2U<2H#tyDrWfXmMS~@o<x3saTW-2l;-WPD-
zs14?l5^8P;clvQ8`f*W7!lhE)yr=+`(x)5?vkUC_95_t7o56KepTIFO(8}|o4;#zV
zPVw29sip5$f4XR@;>tDl-=D@=ZVwQ<FLNp*71G^uWMG=b0-CmHkyd>$RY2-3%gN#{
z&{&2ZwBRz>CgAqC?n}3G(UYTvJ5#e~p4q$TM1ZLac<7slkz<J?gQ5?!lp<)#)YkcI
z=RJ@=_*kL31r$S^yQ?{PV-uFNI`j!Ua1`%pV9d93lK8;%dqXwH!n8n;-ED`Om0FI^
zlbooYXRX+}R4H}qMB|FbhbJ4=<TyQxiB&THTT#YxGT=nK(~kYGdvb36?Gh0eJ<-#3
zV(l5X<LXb&99W?<H(qt^cKx$2IvhBRyC$ayaPTm;7#J+&NpTlA<S^~(^|?+Qrl%nR
zBxj=N)1o=O#URigG}_0UsmRc%$s*vy);gcFLbXMmJ%0Mck8#&E(x&eB_Uh7#Judhl
zo{3{&S}xqF%IRuLm;asXoAB-LS;^P;!~fjnSy}17(RF=_+rkk2?mH~U@{L>m9!@TL
z;Zncj*7v{96<^v|D$L)v&Qa`))%T9>mrE5b^S^EB>ElR4ckLdbL-S?+1Y6#@{%qF6
zwcYzQKWj;2alyrkc{|=Nk*Q9L$h%?d{c4?VulM<UCyBckdhN5OGrRwKa{8?I(@B+~
zZElR;1*Dk0lQ^DOFt!*R=a%^JtXj7vb>U1QEuViWzYbmuHnOu+;z<0!rr@+9G8h_d
z7vjGQD7Cb)S%Jc43x`5WW}@;5Wzf36N0HmTQcwO_ve&xeli*8f%QdPkx3}d^mbETx
zIUgDyum5WA&f@2%AhU~svu4d&bKcs@Dh1RdpWoKT_IfX9O-_3H@-?x$&C;r?tEy7&
z?kc@>@1ES}&tG3(Z~v_Rwm=RvB`YQk%?K_WS1%-;T(OY5XN$mzLMD#HK5>HwXZcqN
zXwA%qb=$Q!uiBA+-|pqBSDRFHqrP3)Z=Qco2Rh|>`oe_^BAGrWA~}{JpH@7oJgN?=
zlK7zhgbmaowI2jr6n$KuO_6zbYpb?S&-Z)P>qA09PJDcPe66ITY6WPZB#q%}&%)wu
z7w2VeNf)~M!GR-qzlXq~E0ITSgrJW8;>W?i-%_dn?~9N#Ugx4Cl+5c(o=rKwqy55#
z1M0dg3KN7FTMSfvWTvQst}AQ};=FTjZ}r;$R!7esdn2-M)-0)=zu)a%x^rjbzsL6f
z4o^Cu?A~|c+S=&U%gcPjPRz5de!~C%1OM9ntLNOkdslFCKS$y#W(h@~xuN$sA5IkC
z<{5t5zU6oA(^=+A7JRsKZdzTvV#__whtlhLPwoGcTz*Ee@ZhAPpYO9@3pnkMH`v0@
z1X}2JW^>c?h;mR3x5E-r!$mxL6X~Mb*mW@2-&S@0uPe)SI6*hjKUq3GuB-b0f?2U4
zK`Z*!u3NWFt50B=-3P%#S0WW#I2Jz3xXAzgvEE{5X5pe8*(zzzPib?dzH2%$_w*I#
zSO0%@-am12v+}2f-dRhZwsC(wc;w^(+m>S&CP^?^`Z6e<dHIQT-$zhg_c13i`1|*p
zvya^PE~po^<%Ctp-RKoA?_aH6KP`QJZP=CH-<BDBF-1p39nzc*+Gnz?vQ(iZvuX3;
zrhO?P!v5C|%~br7*LERyV*Q6dvp2mCj}41RY&`MZ?my#p%^*8DMIT8~b|;1P911O!
zq3`Cr&e_MYP|N3woAI~WmeSJFPY?O)Z$w3{x)*%f?W*@#kz4Oq{^or9bom*9SG>h7
z0sZq~73)7yCsXGiuO7y&{=~}4`f1}a);2fB-92bIjy;g$YEeM-%jLEI6V~*my@_-V
zO{)I6yy{QOEXO&v)nz~SW-x{%tu$Mbcrv3(oZV@L-1Y(yXpQ?KUeP4v(~QiSieDy~
zJ#TV&C*Z(QygcmZjY|q#3vH!W$SFUpakUq}FwLd3=WhkqZ(Gys41L|L_k*QRuei=`
z_kr={>(|a4m-i$H95Ok0GZ8)_zM@UcDdPo`vMx)}90sQuk6C#tKJOJf#2P9;p=(m4
z=gNIIKhNRmn|lQ`&pWxmA&f(zW!4S6748eMr_ciHZd>7=eo$}Zs3WwZ#ZuYFaX!@F
z^>6zeiHftPC;4^$c+U*2+laI#7j;A&sloBVi-Wmm!n&QH4LU4hwHDxjs`v<*F-$QE
zQA!ToDwwV*Aw4bNeWB#qnd*DJ*G)#+y?gD;_ftm}{tYrn-zReSLwj4)E4{Vy^POL;
zW4|YN*0u$-aaZ7kC=*BGx)3e<+noZ>((i7*ncWgF*$!;e4qN9L8h=5vd}$xIay;yQ
zTy*-H(adVsi3_t*^mUzP*nXQM$yBG-An<Fa)fQgG6rKvu(5y-yxN<(nllV?gvi57p
z#6R!jeY-7<^k!PB)mJ`sIJKA!Jx%I3%_vqq{gX|(WtJ+W(ezyI&=aSMFV}@XZQd_G
zY4hF5MHf#^sQHlZ#T$A!_Ex+M=gIlDaiYdAYQH9L`uqL7?G?MJ;!ZQTRQnno{s}s8
zoV`|)Qscrm$3o%w?|$#d6+Ti~QYm>)V>YYv29&LD`S9cBV<Q`@H?!`{Ib|6n_38L|
zo^{gx4nCmON(UUE5jmOrA@}#b6YKw{n#44o|7Y`U&76foM}2Qw2Pv@o9gW);6>6pV
zewC#EPEU@+Q!6Y4m?~Wv6iuSvx%1m-sk8aH%z1K*JAca0(9dVVL%2eR<oA7WuKfIE
z_PUj|Z@T(V9-7s<?lH#)eb6c`GmeLr4XwiMOB4R==xNsz(>(DnzgOVU6Q>nv9Q^;Q
zbZS^*KF$<6yZT`LLym?2vz)pW9<VcUEZnK}h3D&u!|UyAp0bFa+2gRz_I*^bI$uEA
z`qmALmN<2BO?t0vU|^;2Som?109(d}y>~@h0yZ!Esn^0fIep2d=aYq`YX8ZcY<hXg
zzIHRu^!qD4!}Mhoee_zYT8fpW6wmZpUG(ArMXHJWp3TdH>u!C#tf{_2Z}qg>dOOd8
zM$K+!EAB~or)sn~$1SL7y-cNRReRNCA?R|{*;}@4^NNg&{1J0|Tkht6`^w%%z25(7
z$JyEDr@y_uo%-|B(}#~it7u={SR1|FtF(0M*E)ay{x#9t&vk9>mxWBRg6e=n8!zsh
z^L!(J)ZVJn9lV~7EFTzJ0yeMssn_!KZ~Vkh|JJ(&>P);`95?x7)023;Sw9}PDYtMe
zl#=0CxKg`kkHCpsP)Pk+`I}9?_HUr(gr<(kSEgJ);jZ_uW2Z29-D<#8ch0+uT)UU7
zTzPWUv`KqncbB!Q2A-TFWcPKJS#DIzf~86=+jy>Bz1o@#?%S-7+^kj;r#ko5o^3I=
z3SaHHct~nN;?xb=91GKyVlFqn87<W$06I<L*>vfL0vra6Ef-=6ukt($-e2p*#ii6*
zaBhob(dS9C&(5`QnAxn=;&sj}?@q?wl`B`yG}^t~?*7i=<#)<%=U(G^xXgF<q0Nme
zITF_-=X~6fE`D|Y;&jog)f>~KnN5~VDq~gj>C*Vfh_tAfHRwEeQL)S9ykC%+%VqU{
z1vncQ2s?0`4UKqf@T+-xJ!k>uqd6*j*8DTtne#67nV-ypGmfH8p-R;+Uu;S}{p82T
z$AX(1UKxLl+L+Y3_08s;J1zH!n20L&#MNc-bE;N@8VW7}fA7fc{c^=luZqps!C5Oa
zT;R}>4uL~1EM4yZ?(S;8@KZ{Em&>^`RZ)}I#6f2Cs;&!M6yPvoY`KtA8gKt`*Bk3S
z{%*(5zfFm?UK^IT;{%(fCfB`ZscIf<ksNPlS{yxFX}@4^%$GjvcN5y$+BR6+^0t^N
zux-nhBS&)YD@*vln6tTFtFd_ID&s_(g(iW?`=7dSm}*aYZ``u9`TNN&_w?s3{_*YA
zgp-G67FAuVo7nWG_9J*aXvNQ`ZWb&|J`9Q`@iAMam)<JevS&w(R+sjf`34T@9Ge7I
z8Lgao;M}=$n%_CBT+i;@6T+!v+>*v_;k4qU`Tf>{Uo+2pp8T**Q{?=aKP!9M?=AK;
z|NB9KE3y9hjz2Y5HD6}RPu2dH*S6=i|6_Y|0};@6*)Qwml@tX^m^czIXwSL*_q4lW
z$mU|}vNtn=c6@z(J$m-RB}y%KoM-&o;m&b6J>3<YbOgLC|2$p)#q)Rg??cDyKRwyA
zV<X2yOOrQ7vp#)z<iPPnl(EHN{i(UdbI+P9_H19+{W(zd_xJbyzix1rN&42WP;Pm-
z*_p%jNR-j7@82d}+#cyCc5d3`&2ecbS3JAX#rOWlb;ioaznLFy&;Ru?r^SFXxy9gc
z^Mn!s4i3f^1BF(e40F(t4rkw3PVYT-i>K|mK-xPd2M*K7XTNzCo|rLZ{@<=CeD5bU
zbv`x<t69q9_g`9)d+%q1K;I*ot?Y#-S4az-5ioLok+!Emhvic*gVT(B(erEnRq3`o
zKWpQ^Z0fQ7yhoRnzj&f3DIw|c`rwzHp^bmCb)8m37K0nFA07qgdp<ShKasM+<=Cn$
z<#Ry>W;zS+JvNFm_OF^AqyE_ct;ot1Qx3JIPF(x){nSq9-%AtD)oAW|$j`g=icb`%
z%WS;q1Xp8%fCEQ!;PD0D4rMEroc@>`UgINnO{WB{M|wx>kjqO!C+82fQ>Ljdw$ozs
zZEWZVjd6Ax+F9z|ul`v5aPpq=d(}^EOK;xJIG2-eJpZn?;-8xb=bzkoFL|Byhl8r}
zQ*NC)5x;G>pHl;<*){7aq)O2TEt@&_t>D|Gb$^2_E@&U-zNafJYP{yVy4I?c6<cOW
zIyswuaE@xZz#qDRSKxy@C~No%IN9!t<6Ic0-N`2eswrlHnl=50R?n*ra8kEg`hAuC
zgpHQZThCinuHjbvvV!fV1+UW#-dA&knf|Fa2+Uf4@!`J1pMK=aP2V}S`0023U$vjr
zc`ir_9AXePcHh+`kR`?iT@d#|Fk}8)HpMTIjv0I`HBO-Xz|mq*dyFIT*P9NXeg;HS
zZE-=%1?3BN*1S$HHaA_6;rP+Q;FPgXfFto&kKmy%Hw9<PF}4`k=5Z`kGhcsL&}n_=
z@5eP93+-PyXe&H0XX04+vrD1nrSUf}4*tER4!_u|V$Hw&VHH2U<r89SjC2}@DPxsL
zpFkDMt@P!N9JOHrvzQs@3v{Tr^w$-7^zE^jw_)n`9Noz~!$p2BQU8~9>~p@IzOA!u
z*kZS1?oYlv$kf!-nmFsztODoz`#<~*iVb_azU}uK(>TtD_v>nVx9q?7Y}fbre~)Z8
z<#;YeZHX<$=DTGA{d@n-ka=%E&*0}-@4RW2m!HkZba2>IrQ2exmG0@eLPc}$ynU06
ztjv_^#1GAzCl|RrZ|<7d-C@)8<L#ElgX+I~!Sg>`xq}wkaYCZ-G3UZL72e0@RX8kJ
z<HYrRp8U;O3mIox6nUh4tKqzRqWPt*R;ZhQafOCTf5~)j&x0*zv}Sgku(gR(SbnT4
z1+tuL#>LN*c$fq}m^Y?4?WjogSax2w<HeDK$B#XEbI~)g&7dwfS8-0fY5XatR6+K#
zuVp7c+}NPda&kTI`qmHM?|m0sIoDJ_^Kjk2KmAW{tUR2_4O;D*`uW+};B%X6e}9|t
zXxbLXe0c%g3Xa58PwrWQ&i~O-Vge_aiXcUwD|{^%7Hg&cGubAfcB)4pZJxEH;)8Og
zlPv{x$qPfyX!VH9itju9K(oalFgI6mPr<WRqrE9rM;7k4{3`uY{^j(k-eF#EP2{rX
zbtF#!T`lAr6&<~Fjm{@=Hmm!R91HpO7H{NOsOAhR1l%7MPVf09GyS9Zyo%+bw(2f!
z?MoL__4$a+kG2a8h}Cutzw;o_+qigEfQE{wsOY8Jum7ceJhSD1d?aYy!h@RuhmM7a
z`k#7~x%gj(!P*7}78}J0J{-cPO_GOxln5L;!*jnz#7VXE?%lhIkz3M#LRJ-fE=m`F
z8+o+$_cu>(Z*Pe|r>1H@<&OW+^yh2*|E(+b->?7wx9H1@z}N4$b+~b-xVyJ+tqGA0
z2MrB;Zfj%Pcw0c<KW)|9ejSd5X|kU}Ih+@t_rCfvTIiCrcHR6h*KC$~S{OepOy`h&
zsm{Mw>9M|zq}ZWFqUCANo<yE#5=djTTHeCIQq<;Pq^L7LQo%KFdkF8GIa4|V6HjI|
zX(_kN+{yAOkVDjR`HGeM^`o|&m~?RALdD7#3)`Q3yPdy1O>8QtWAD8!@2=L>t5*dJ
zwfc37xW#lfs08fYmUC07x3@RU?s?^+>C?3ig3lE2@%8O3)lb@EGjruO`%MZhvq~K}
z9y5RG7MNDHS4s4(zt_PR8+yXePBfP9(XA5xU9Two_I!)A$gaowrta?F4hbH5v+?;E
zfrf_voGQXj?-YI3w{av^-C4A_NvEaro#K|KYc_2Pnx+#eRDN09bTN2MTmP(+-l->7
z1RKmfuFV+of7{cblgoAc<^McjU!LRl_{`*)S-+LJoivjEK64bUKR?elEcDv?`24?Y
zic`g%Ueqh<)c+L^s(T=N(faE|i$&M(Ya10jo6C1La>glv4^Is_7V4jNTCBjpIA6d+
zt>uisvhWolWs*<j4n4_f)&cDi?GZDXJ*_x$dDZ!yTY|$muI4QMyw5HAm%yPX$)*AB
zDzmKot_8MS`0o^9aYNgc@1peFRKG9B+}%<hT+!tAsxROEMb=h|Eu{YCQYF?b$)L`V
zGjnF<WMtO%31mG~mS7U#uxLzinz7>d9cPL8d`>fFa;wL;2AmaG^>kM8^K(--r=M?A
zJv;3nXdBV)iAK&dW)?m>GwHi=%eM!?*)3PMY_8f_Y3KQmD{*$n+&Imk043qpQbFa-
z2}LekYP(X`{P=q*`g6uJ_qF}T^K8p}`1aXemRUdZ^6OVAAG<`|sv8BQj(QhyI4B(F
zJR*E(GP`=pl6<4Y_i4I%lO~;#VNY1`)22+xIN@_B$J?1ZMYY3R?tB*4Z8-P)&z1A<
zUd?lQekOU%ala$cMpAn#eb-cT%sp?Maxx?B*pBy`T=<Qy9(d6>b;ZR>{T9v#3N0HS
zDzxnTEw#W=;Dklvq=oVx7c1Nk?KzxUe!?a2%4dJ$dqP6Tlmz@anw?%hJ*Z@9Eca99
z=!<=^QFeNvuANV>>-LAFaa8gp7Oip=J5=#q!0z{(&79?up-S75kMnWgyR_7M?f+Zf
z1#SghzjrV1ty<Q5BPstUcitIw38=|$wybXvaw=6`Ijb$qTJ)&!q5Rs{(ZRodsn>r}
zH?o+qoPW!_7gG;S6xUT-*f=-n%J=%iHEpl!l$2bJA_G(>FP;AUk3`|+#)q5JpWbL>
z4)b{b@Nm(y4-X4|9C~_st?J^XmzR6L-F@$=+S=F2+}zwtckGC0Yj2M|F2ukn%%TQb
zaG~&#e}&q)*=y%4J)SrD(81%v^Xhhd6P&4Wey#hhl<xFp=c8c@FAOKXyt41a_xo|0
zQ<wi%n!i}$?uO&{ZFR!K)3*Kh|Nkx1(zM{+woc`}?uVAI(OEm?<<jT#yer<aUO#n)
zYx8#BAB#AodNuU*uXp&_e#zgz&+S%x{$y|cpAA<+&iYCHc%*&)<jj4-nf5d6UUFI}
zWV3v#JDIV{xaC!)`bGV(cP8%<J+y{5(r*qIV~c^PmkcvwF-w>K|6Y;4H{KOZ6JPyT
zoxC)BMmEdL$3hMqu09+Kd1L-Ey=Yx0e(2Bhvoq9-S3fgS3RZcrRbbhTH6IdTRVMgM
ztj0a!PVW@Ie0;GaGgJ71+@UQO1vwZwo-j5p(3d>hEX1~}J5E>f?#IKsmp(ol9=kc_
z@5cY`Qets$z)RatR4axoO`IP1pD!S4njE;n;Nr-@^wW_+@l3zf^DO<nLWg3WI`202
zXHa}%*)mf;H06vHV~fFS)dh?K4Go|%7dt&ZU*VPsjt@*3TLLCm?0aXls<XG?FpGfG
z;Ra8BMvf;Yj4cMsPmBLJrrgq~zwy0Qhd|ae7R4(p9y<h?I2H=7QE6phVRB+n<nd5s
zzQx;Ou%Pv8;dTM1vyVVyUYzEjHc->lB?1i&4xlMl%@l{-52p&O>J@c&bBhUHvvTD|
zx!j}L7AyizXQM#Nj&bSu_hq^L)a2uRJD2@f$Y1M`m7N`nGSJ>4t=J$Sb<it_!$CoT
zMc`0_h|z+(AEG#}7F%|Abxpb?BPBJdvy;=2WAdU?JDCNX&Q1a?%f@coR)Kl-|9%?f
z-rBOngkRQ5<?r9WQBEtSty~wq-4Aq-;ODE?uSfUSXJ=$=_$T{!XI1{+Utcd>xuW9b
zu|4OeQuVhtoZCwwi=1zL*gyH{eFLFpe+CBO)1b8g&{bt$uAbXp{XOsIp2}h$zSGlm
zC;QGeI|-V${j3|m&!%Qh7j(3Gb?>Trb-y_sFQ!{9+r0U5SLrs#um9Kod$s<FcKpvS
z8QUt8XFJ2!MyVd}m*4(r`qZhd{e^aB`k5am$utOL34w-zgz`WwOBQWUMTW)(0S6A|
zpc4&c$}5~QPDd3NZ&s~%m3sQ(x3{--Pj2epxb(E-=A@%s-W<}>(#k9wL2IPfhJ0H6
zS##p8U8So-!o$7Y-P=W1r|8dna#Kj`u37aDSMG(Aj_oXd9yKZV^r~Qvw{_OH6Q2jY
zy}6@s@z>+iQohc#D!aJIRq#&P+gqltLYMcd2plRoxmUJbAd5-m4hMKG=_DrxCPu{u
z0k$O*7~i@Dv|iBkJ2!J(gmKQfNQ>xY*VaS|E4FNlxS6yCG@I)ayXVjE@9+BsoT{%~
zoOUK+()2!odzH`U7TvG?9=W;I>rF}P1<kIkVEL)$Rm*~&7ddd0zUbs|TERJ?K$%6r
zNjbuki;;t+g~3T;f)m>oX-APm6_1vBtw?b{dt+s!)z_|RvelU>I*MCTKdpl--nO=>
zejy`u?oa-nkH@A+9*Qt7+W6$^S)PTj4twkG6^T<@rQNd1zHIiDPoY~|uIvm6`yS-L
zVaka!B@3n~hMabt>usE?xMitM)wk0-mlVIev{cZzW#hETYNyxN<(1!aUh(8qoZTxK
zznKC~SH-v1m_+eitz0yH-L2<++fzbn^S+1wwGEqHs>j|E&@N}(GV2S6IcU(#b=n?*
z1_uESg%-yZNd><JQWSgQW@U0Ge&JcT_hrwoJNx#7=6f$npHn&gevYC|?XQwEzuB)^
z-sM`jH?e1uSv1pJZ`Z4T>%SSk<XU)FFMXa*EGx%CHBV3{0(%<jaFX!fwCMi!@|QiO
z^)ZW5m#=)*zpvfko=>cf;+FIBw%jl8yfu#Ecw6tDZ#4NFkD}9y$J}y?UkVF9?a1Uv
zloOx7&Y6M9lT)F^Q?SrMjFTmlBlsq($-UaDRWc`A45t3s=;Ff}TV7s%q;GDg*@3{>
zH;&w1Y7)hf+Zo)yxxh||S@Fyx*0e`gI2LlQdU6G{X;w%@jtM*(VsPT>*}wZ(LpefI
zC)uh8xN`)bl=nW8b1~%Ox6S_^aW1rS<9yO5Yki3MY}}=+`S*9GT)C-M`aWgNa{;UQ
zhiANybBflBG<tP7TSoCqVqnH3g%%zr4hIINkDLlEJ$&}Upkn3l#ku{N9mm~lEn-hz
zZnyiQxN_~<uf|Tdo=sx-F0cza&Wt_L#c?l;?%`M%o%GLMPVvebL7b^Gj`Lx+{yvSY
z<-Xh3f8Y0gZ%}OPTkr{542oBD`0!{;boh92tqEuz&Y`#sXF1#`z_w+B-8(U-7mpuZ
zFadc`pn-u!fq@akRO3`=QF}Q_nkiCg!M4z_+Y0rsqwk*z;<nHQsrWCHk(oKsH2d0#
zso`-i@4H<x0_l+xbl|XMI-9BRK$Q`+PHhf1lfVg6(8zdb&o?IqCL}W(1kyNdmbWsn
z6g4q8%@9sqG*O_T!JS3Gso$Ykilf4l0Wy8Tz)}Pn>BtscyjP&1!IOz&q35nAZ4T2o
z6j~yg&Vyzf=O{D?Jad_up~9l@K#;NJg7SqqY)nZ05NK$)&!Ny#x0>T^BiwUfdGeKa
z_$Op!ctAS<pn@ONHRX%jU8Z|OfuYex{ldkIiqhtJTmG4tn6NapeYW<?Wm@)cFJz|<
zpUeLjEG!BWqFDqE-B~5R_N)Qp*XFiKeT&`u+l<%8?UfQdY4AMdrNE(-mLD=q|I{}?
ztBD;8Pfyc5-SI?4=upg5*Om+aAI}tXQkc)7(DE}R_m`C8g5}HIudR(vKY9Pt)6;9u
zPnmJ2_`L0=tgBje!LJ`ybc#9g`=4E@z|hDe7~pgRzKTfg)&1RNZ!b+dw17LY?ZaeH
z&^g><5dbwqX1rzzid>fLom^eL`|91dx3{-HHT-4#_2;jzuh**fU$mE4DW7qrXaT78
zy(p9W!aUpRHG9hD{M!BNY+-%<{yDbQVOO4i{rdG<b=Jy|FZmCye*D&xwrI{p<AvuU
z19q>4?dS2n<*&|sb=|vnc`skR5<2R!_3P^RzpHBg|Gq!}QrT3CU4P5gr5Lw#zMAm*
z@q};A3K}en_J6-px;ybO+iUTB{k>m;T6C=T3y1!{YN#E)Zp!cX`|n3>T=*}qJ9Ue|
zt^4Wo|9x5h^r(3JmVMc8rvLKW`QZ@v+L~|Q%htr0->=zxr}q2Zu!t|K1itRwmVCTV
zbN<SIwm+XtzV`dP&1at<yFcAbpU*4*{!g9Hm%Xzy+6*q1R|Xv8`rE+3^2e1y@k_XE
zMsGXIoBxsPBQ`2M6AFxWnl*d2?#beR42$c2uYFg!diCnfNsC+6CJMM6x2n$wy0pA5
z;KuIq{1z6g`qz2NMgJz4l)t;v@y+FV&7Y6Q*UC={soQ<u%kS!$6}p+<_>KGmx82UV
ze_LF3^{rKX+uzrA=I#F6E_d|B!gjeyxAXVco_gc>rE*ST=c@yM&E(<?=5R52avb?}
zZ}a=V-mV<tIuQw;3#u&NYnIhrzk210%bGVGrqwI<O}^q?yZ`8~e*yPze*0ec#Y-?<
z{!Q79`=4JKZ*5ZfC0_EaJiX+<aP9kJ!iQ4+*Cz-#F)#@jI5H@jI8L2o>8x<gwq@gy
z6PBx&vlKo%GgEN3%nrdrmzVqd-&An?Td*PH;-VSSt5(S8UD>4ld;3$ayfyMgi_BvS
zo|TBH2<L|Wyuu%ParXWrQAT3kX`wYb3wyV&^!ehm?rvQud-clvb37JOT#XFE9sB;h
z6=iv~+xzdN(?4ScvfD1~thxX5Z)$yb&ByNeE&Gb+9A8?*zwmRl)~|}^-%nmz>aFY&
zGWFEYzn?eH|Esfz|Kfe$&ak;EQLGPpyubZ#XW*CL#m2~yGLgY)hU<?xx9VBu>}Rwq
zeKlpvmMuP+ON881TQ*K>xaBlCqb=YszkQXmbg5AF&5SK6M}-c(NKWcpYn=W?NacC@
z$y=}9Ebj_FUS3wVOtt0W+bz=%-!h)_vBe-xR>0|htn(I)dQKO8&T_r0K3{AXcevg^
zFRR<~t$dkr`WO9abF3#=O|M<`_)Y4<l^hE{PxtjJEY)u5+*khitbp3@|IYvV^s4w6
zIcBId2+UgI{ceu(gBZIdQu4OO>E#;t_(fN8C2mQvbW{~S^g@2k8~LtBPq)--c&1lo
z@3|kgx_H-IMVq209iqwlp{2&o66^Ua%@1T4urT>3Tq~b^_pT4e!e8$KzH8s!KcP##
z<=jlqtt`gU#w{oFv^`W>I{*C_c<|8qx&lL^j*tV#W{&y6>C+o#RR+&yw3uJ|JZ4w&
z|7*AQwFmsYz0X{=Ds!Uk=dEdHrLu3Pf4QXid~exBdyO0RSN427CS7#d*W5R<?d2TB
zkRZ|5l`$7DJwH?VcI$OFo#w8%yjRcajz@eKxK*^`-|UQ&86~$v_g`rf?($tEdFaJA
ztJep363f;rp5tRwZ**~*@xuDzzjeObQm)kTC9bLNS)Ba#{n8ijkGUAPe6zj!?c9os
z_pe_3>%Aq#<k!9zFWzqqd9T>>??1CLACo{s1L!y@&Q(v&a58Ny<Ls@=3;SYt?)==-
z^6Pg#lUjY={7yl$YRjvqF`G)R$CjTgK5r{tK0WZc-=fYmj;n2K-`<s*J*n8;V^zFL
zKITp8^jCi)H>aI+xBqo<N|}rAmcz?$S98qunG&*k`Y%QOi2|#Vg{~^9vq|^1ILHZr
z!g8PRU9Q9}Pb{aey5;@rt?IIG-|tQhkIVe~Nq?q*+jiq?eP_P?y>s%NqR*GTuhXUn
zJ}<A7<5Awl!N`%)$lx@C^~D^c3YLn#xDQ!g{m@ESpuxdTz=7lQ!c$)^S}?X;ut@TQ
z)Xv}vETMtHDT6^vQxQpwfsx}06Jv{k_$n7^G;s-q1_7xCFE3C{4b~6Qw$p(@@l31M
zMK?5YHV%arwgr=fP%BdhJ<xiBg<e|(QN<e=nK%|Qu2|B7TE|Y{W)V0PvqC5rO?;?1
zJ)yzD-Mt+&7TqUjD|K#P&P}76kRFk=g)%$>K1egRT*wz)XbTEn8wJp&vYQ)|+jH*k
zi=Cz)FK4&7s{Z}Gy^H?czHs4zqqhYss3ipo^_waU0%?=&p0_cuC`@2w`u*+gWL{~r
zBUAT<$5pzXI(=FfyybVx)~zQ`P1R1lyQ?%Td#X!WX=&v9?cmAbnP2yvTI~{a)?n3l
zSfk|T&CHX_t3Zci&zc&te%?Ge?dQ+!zFXehoZkP{eebpP@%p~LzKKTP3PGn#RIk$g
zR{8j8!8~>D4og*ts}#~X6k05UwWPQhIUE#>S*C0$EiZRJ5wquv7l(QNJsHKKR}s-7
zlQ|bovZ)rkG;RB{XKCI)-qg>xC{)r}{>|tbs99h<{hOhe(%YFn>A&0C+H_X>Oi?zz
za)Jrmz7*h4V{9>)QMxo76j(_@0ZdEN-hmE7G%oE7I4Wds4w|)}ySesU&9*a^ss2yH
z4lR#+Ra?4eR^pa)(W}3`q|Eam^Sc{cF3ddqF8Rw&Ng<F)pq%5Q+8|)01!6rBY>aTq
z*q^R{bItno{O50^MsdtN?IrpxV`lfXv(@i*s_(gTB~op7FGr#rZ`>}BR~eYxI6yn`
zCy9W{lX^~-D5F<%YK!kVzlf2N(#-{(i+4_7nR3gwoJ5^P8>dY%a(;1tqx)%)Wex}G
zSp=N^Uu_X{1XY_}4xW+T-lwO?x?T13<xaHnc3W(|zVMJEM=zh~BxeRDfd&UTQ0886
zq6Czg984N3`saFtax5;_+IrMyu6ot<!0I-Gsl3UHKHoCb4qL-<-+e_I!_}Zmp{v6p
z?>>@qI%W=ys#+%S{1PaSO}NaGWIN+t<^Kh*V)j&Xygh$~Z^^5ravA@R*Z(<Q^#AX7
zcaDX%@r!s*{k(Jd#c|IS$&1dfzt>$l=WhgO8b@&z$E6BTf)x0`$k=j$-E{#cC`g;!
z6sG?Ek#sWVg2e@SuyjMieNKgzy7dBYn?XsonML4`jE<BqDE%@t?onwFc$Rwer3uJ&
zn^^>$HrJfwgT(m>5ylpSV3m{15H75@p>Q0O*1`;CaifU`vj`mWnW(}KG6`ZasCa3V
zQEm`;7I82`4^7-h(1F9)b&?Ip(clOH1u_FmQ4fRDjAYiuJJH0ATp1M4h<JW-fGC6M
zIAI7{HYnQj4Al66Igx=$VASypqaokGz+&Y3;6HnWV{Y>2==NU>3=9mOu6{1-oD!M<
DflSyQ

literal 0
HcmV?d00001

diff --git a/bilder/evaluation/anomalien/lof_groups_anomaly.png b/bilder/evaluation/anomalien/lof_groups_anomaly.png
new file mode 100644
index 0000000000000000000000000000000000000000..6b10e9d5849520c963f3a6f246c6913f6dd25b42
GIT binary patch
literal 52875
zcmeAS@N?(olHy`uVBq!ia0y~yU~XYxV2a>iV_;ygI;wG-fq{XsILO_JVcj{ImkbOF
z44y8IAr*0N=5kMo4XymKe~<bTQ_cxKP7;zz9v&ejGHW}OntUBndbn2d^IW}j<=Tym
zxA9@thMwxRH-db6xAm?lWw_X3;Kn*h%(3RRfPg0pBWGWu${wLl3X{Lr*S43gOV4|k
z{C@NKeb4U{*O#wdqhkF0_c^=$`S**@zkgTzO|t0Ai;Ig7aWe@tFt8{vFmgCBfSFQ#
z2LxI+Jj^=B=nN5n$#HNfw3M*GltD##y%-d8E*vVpfo6(;(=QZL6&M=XR2u}$G9Fsy
zpc%oTSc_^=gF~~B1BdjM4>D%R4pU%YY?)w(a46UX3miEWT6m)>_@u#(2aADCbMlZ!
z^_Rkh1uO!G*mP~$dEtJAC|6v<5A{2Q&m@o$z{HW*EH>|O8>%N71TL||)Id!)(O_)Z
z;K+SG5iPVFI9@WNg^AP@2B#YfTAy!FMD>J1%NH~kF%9crwd*~6Z)fpxowz*_W_fos
zHm9GTHdQ;^tGIY`XfPWaTguTc(M@@GcPZq3eRcKHy?c3clsnBrZq0oE=NNkwyY#x)
z-C?_S?{1!^7rDvB%Gz2u_v@<A)k~HyKOX(hMLJsT=CiZ2Q!g%Z-IROVY^HVjx{}gT
z&*0!--LkWGN-SPqL$4PH?q%xxc5=t_!pX_&zZYkI`IG$HGWAe<?k4942O60_z0I$W
z&fD|R?dALT{8G#2r~iNd|F6Ae)t8Kivr-Q>u^#+cbGVInQ^7;0%*;%|x9YjMxi>8(
zqAqP<5jbR}vv*#?zCTa(PuKswUeCI={{HWK;&W2k_~qj)W<AQa`}2_hG`sx|M@gd;
zk1Y2&N7(ngc8w6qJ+Vo^P2cI%R%2~(b&kZZ+mpgtKKy(>f4YC&r^!X<ZNIbh=H=#2
zJzw{2vr+A@FR$1qHtPx;vKJ9lG<kg?Qsj_r^|upq%kN2^IK969Z+76si?7?J@B6a!
z(=zkDp7(xT+kQ%O`J73wN}D9_=H!-M_BB7b-2U%N$6l`e2QJIE#V7q1Ih0Y){XMwz
z(nMwVC;xuGpPpaySi0!_-tVV2pSP3#(mK;P{Zy-XoQ8O8$;2L6>#~5Z7nK`g^5o;+
zrLDg8GndyXV)@qE7Yo~&IPYvsZl6>4>*c|W+fPnT=5`m}+c4XrFzJKt70L8D6JK5Y
zHO+8x^XI#4_kXUIRd$N#4XFKVr|q;toUdwM<-=BSE{0G6{k>l<{bG{ZymjCHJsmgK
z#I!H1)hlhCZK}BE{l4E#GbOBUFSw+w9WSx#)B4aq@9yq?x@z^hN%Q~zd490t{{H{J
z_n$r;_ia<u+kG44r4_Gy{!#z$dHt#D`~Q92^w#F<mEhEumzEl3Ut4p?j3e>v>8Q)H
zN-d^G=iWK@g?DZKwcYP_X?y(A|Nlw9=pd`ONZEp5p?|N||MTLLwNiOLw|t&X{Jxkz
z>vubzNC_whi`hM>-F~qAU)GIWJCRjSKmD!N+q7EvT$8{nOPAkQ!}tHX>d1TUROM1D
z*YCP7R=?xPHC|Gyw>3Ba<F`m5r@u^*`PVC+%}j3!T%f&fhts{U>&j1Zs?Skq=a-*$
z|KGRmMQ^uWKlOe8|Jv8L4Pq>>R@ZEqKd<`T&QJXRKkyr+otZI9e%j0Q{qxT6|8Z2G
zt^P~tIm_oKj@$n$wEX#Ga_aqkwFh5p<TH3trqy~qrr0-8&Et#B30)pj{f*ycm0Ioz
z{=V(_<!t3i)#)tvgL-8wjVhGg^&fP#fB5QKe_D6@iSm7)Wh=j2bZ=&RHAV33$8+WT
zHW%~<eLT9NuH!{W=-&$$E;7zlULPF%``53g`Tsvn-#_KzV)xTG)9342ZT<Xi_j|sg
z_WKrLzZ$N;<OaF#Nt<*Y$1?pFA=4iB+uO}JwkSAux!>F<hRAo#VYffczW+yU2GhsK
z^8YPnFfFu+`}-=K{jz+>jL;>EzZ?ELd;d?b#_{*H@2fY}|F5h3Jo~;(Pm9a<@O4eM
z+~(FT&b`KeM>BZYi8+?VOm<cBjvxP;E;}A^#`E>}wfVK)`+nbj&-V4=x2e@L>ohX<
zysVq@a{9h6sy{FG*NMFOwsn2&+7~M}f0M5j{jUFXU2sO;?zd)@pH8ZCUk>>9#Q&em
zIs5;A4qbVc@&D>R>#QppKj;7dIlp1<x8vID_Za;!N`7%+;laAD?bl!GC|1uswBoOe
z{gOi~FF)0Lv^6hE`R@bn-?w%YK5oi)dVY4c`mcrSEVsm2xd#27Tz7EMeU|KctIubQ
zoBzJ}?fQSc{^jo>OE){tc>HX3zMetFVd;AUTY}S>MCuu4zq|aTHfCk4zwOtM5A!O2
zJZx`%>GG@U!$J0D{TW;K@BK7&y^M(5+vcjokGt>x^*fY&DU$1#>s9%`7v*_pO$%Fh
z{>*&)_<NtGZ5Oc+{~lTU|5f$lZ@2ULfA!Cs{O`^Ae>xWIuk5y#MQwldee1mWUu0Iq
zuXt%0u>In6zv-7hUr(JLYnEY^vvXg_+n6s?*Vm{@SYG&Z>v-JvUDr>}|Mzk}pOj<A
z;nh3h9@=_7eYHYa-0Em}zxkf43cvRCp0lVtZhcR1&VBbD3B`-I_WyaR&#%Y#bz5`M
z_on=tn^Y6lz1OdO?>=+i|G)3`&m?^;UB~zNTGwv5_#OU#d3erGw0i3IJL_Y5LP_;x
zvs?2%dtHq`U;e9g<2?5-OU3_J>G7Rko!FE2ee3#K-?)!m;U`wdebrigzP;#ucSe2B
zyzPsgE7_iZmF}6JpZ`Jb%K6{l_dK_CynX2RlEpv&KhpoFR3ZQJ7h}~vjdH!t;<!JL
z?f*Sa*w!q!|60I#Rq^<mjWsWv<yY-E=eYBGY(@TpO}eH06<=(`_V!=+V!ShCuCM)X
z`N}5~7x?~q>acR<|EhO?-v9rXfAQbS^)KGKaU?GFKlSUstW(5s(<}V<`|G|eK6o_w
zOYh$=m;Kq*Yxibo*B!S1b|bmb;?@17arxD^Z#Q)_?!D1HZ_nY2M+;8Pi1T^Dy3y;P
z{ol*>tl|kz<F2*@6u&azw!Jx}>ZReI+x!2{J~P8m`A6x>ZiBn~PqlP;uiVyBwCv-<
zqdq&o&FZNUsXra26&}Ko+h_P|;eta8>%ZLNuMOR8e&CC<WAV&4?y9lBohuH;ys}s<
zK5f_DfARJky!U=div7Q$z|}rxOTFuI<*YS%#b2+6v)@m6wfa_x=-oK|h_6liDt>S1
z)nckDTv8PKN;GayhTdEMTji^-UVCO6y6*hTjjwGrw%@DDzWF`y%b`<g^RM1JepT#q
z<o>$7fBxS8Uwc9CE%z_3_tP~?^NY4-p0?6jczaIStxQKf*||S%@Be%IP!i8khDFbp
zWX#uP_geb8Q+=L*t-V`(VBOVEA-~dWZry)8r#pma>ijq!@%iVyWP=UY2i*=4cG`RW
zv;Duv_D$bwEWVm+)m^M!uxPu&i|I90itC<R|8)vTjmvk}P;I%@=3nzjIQ6{f!{-g_
zi%YlevD=ZY>vL}6vg2`g+-?`gt=zXT{=}cJ@&8Ld)LqcG*&;uu<dSFVdE<xrK6dgk
zEgNE(LpZk9i`KhMxwY?yvC_NBjWN+)YtIYZy|!H7*RMC%&r8gWU8eu{(A#AB-!~R~
zRsZsQ*N6M@|DMLP%|BUXclEr_+u0n6SGW7d<~ImjEByI|`GfKNpFL|LH>+86eQ<K!
z|L~G<)<<c(U%m_LR<FP8@wM5}{n)+_t@<ZQug8kdk+A#!^E|tDxtqSq*F`bm7FW6_
ze-IV*@4a06%C+rZw0+5!+h(<)!iPRI1uuOd|No=>)3596Yd^ew>R<Os_~-8Zzjr@a
zA`;j0V*BN#dWRN$w|HruS9R!e@`XUTy(=!}D}G%R9RKiWPuH@z87nhhZNFKyarNRv
zHSPM$+abHQvdwxPJpWh7hqJ4UE(UV{J!Y%bVs>0&?}JMdjcg_NKT*{;+;wsPt)mrN
zd@u6<3Hq%$Z`zvsA6B2qoLllmbxPBQ`>yY!uO8(rX*HGgyfXi_;h+2e|K3;FcJ%(g
zth%+k*IoIx^L(w|iqMdA-P`NmSKpUDvFTfVt^5mZtussY!WPMwq|Yr4yP)^>a@Cru
z#P0`~`B{`FYi+3#{QBc@KfAK4*0NJC9vo~w*!#n3(VEpqG`m0CE}#58WankyFHJF@
zHG<df{O11F|MvEL{T=}=<=M4i)$-w1tZu&@G}Lz0{@~r*C$Xw!e#N8CR+Ec%J92Jr
zO1KiUeCbP$seN*;=R+_4sk(RJ`-9u}|CQa`U7mj+#{J(H(R=G9-fsT2@Avikzt<o9
zUCo`Mq5k(;^!@$2s@4`=`MvZ@?Rpt!&7gI&+&{ne=<Ax<*OnQ*<^9X;kAGeIy!h0L
zeK~F%i=Qj~{p8yk-S2yQ!J&{nNo#oZFZXLdUGUsbmhpP+>-|$#%Wa>xearlI<vOd?
z%Dak+zjTY*w!fZUdhvW~kg;t^*PMC$C0oMctN!ucTsi0U&+zo>7uDyk@3i85w{3po
zw%jeY&!@hU4_w*rm#L#}ywq;}=~}*>91G70UC8E|8@V|5Vtw}h-a5vl&yovkP2N=o
z-d^-x(6&71))q~R^o(equ#0O=KCiqprGB!Y)AaNIyy9hE^DzE>6cb-{?n>azN8vkL
z7q6;yOgwb@i_EdIt?CT|*XC6&s_yCPjI(*|8LDsarFmz?5tU!QiA&vD#D83U7vEL4
zK;-;febwBhesih}7b*8lb#vRY_G12b@27q9o@lLI5%ungZ0z2UoiAM%#_gF>J=J=p
zT4B$vX*>F#cWAdP^?P#hm$-gR$SWs>s)vCq>s!TTp6aQcdVBrJBWHc5ug$T`|4g}M
zXBF#qdxiWiSy|aen-}tXB`)gAE)uWWb$3hV<)(@5bM;omo4lBkBx-#7dx)mquU4Ng
zwhJ!n91gq~^xkpm;SbXPRqh?1TI5pMS|k_uq5ZqQ`|Z{Hwat5tqWI@_Eq#AkWB((&
zWlihu2f5$>|MZ@;+WXg!^s7p;Zh~6k2~~^xbY5_Hm8jTQ31uj^Tr76B+;;K%Y+n7z
z{QP?-gbH3yzFa)hYvs9T7yhlfEd7<+elFj#__P;?gtUsae%$&VI;+%cULE7|_<w&s
z+y5^v$m{E>*Suy`Yh5+FsZZ_2Z<q56f4Pg_40w5M`ugHhsXM1nhVA^`m@A!ozVd2|
zfz_>K<(8*<Uwm(c=bg&<^8D$!#;2dATjjs_ZQ1!bX-mEPeiyCp_dct(Y%5B&vgS}U
zvFtW`X2y{?_qwf>)?)b=zj(LQop^0>>H3~$rU$og6IS!#=rgJ+oOz@*W#?~}Q?(M)
ztO{T4WxANZ{Pfn<vjp7y+on#lHQQNm#VjN`bM2jflPr!cY1we=%cZPtvyiB`eOK5^
zw`OK1=C0;^SbW}Ayk^7eDbHWH?s<FEedSwiU+v4?>7t^0k7wW5ka)0lL)WanHRAhA
zuBglG<bE$`Sm{6Y*0M{BL%cX2URxW@{e9_-H=A#XTR$xlvEQ}qPT9rZ(|ubF-pmes
zsI!lu>)Z06;C-ii%iQbbQl;N|UtKosW#JLgLs{{sGV-Do*L;iP%U&FO`s*C|zBO*k
zGum&v?030hw<c+Y@+z%HtDsL4`)gDL9Au|nWi|S8@8XLqJByz8dij)ct?Rq@;{LvK
zS2GK?|K-_|yZEi;`YY8YTK-GlNotq>Tlwwhg5R5R<98NMoR?h^Hu0XYT<!a*r{iB4
zJ3Y=hcXZq0@=8IcWj)t^y6!*zOu0qw;WeewkFK-(Qd-PEi}z1)wU;RIn(tS9MQ~Tq
z`YiED7x@oAsws5iD1Fu8r_KFdROkA-EajG`%N#T8<egT04}Y1Y^7NCtyQ6R4#V5@-
zT70*5pUC>%c`aUF;45?Wr6ryR*RAdqc=g49>MpPIdv(4i%EvxX+7*AhyT9o6>uR^<
zZ(k;PXsP@v-?1aeB5RTOn_rhMipjDDSYCZu{;RyAe^uOrSG5HXw_j3wuPLl}MZe_G
z@6)S#1!le3eCzj)n0T$aZwWi!cDdj4aoclfpQNq2=y${U$}Jc3PnMpV!qu;rwUAqJ
zrOZx_M3eF@)70MId?6lq@n7`Yy=!)MzjxmI=hNxt%(D-fWFP)py!iev*V%rn|AR{Y
zgj7e_lb1D@Mv2$*zjo5Rb${{V15?jQYl&Mu^;_=t%H&>wq1xT@it~%s<wfM4ikbsT
z@wxWQxwkW_&uL#h-nIOnc)jNYR>dotkE(2i^bQH{%g?b>E-AVHEauJ%rxS~ew(c-m
zf4)|s<!j`2$F+TN4(<CjzP>s5=y&OtX2<Yrmjqq@UbtRu`$bM_ug8VZW2<64UVVF5
z8)oI|;r{E(Kl{7=_vQ=h-3fdvcj(36V5?BS<=(H%XKD#oeO&lG`=wTQRsQsSUa<wQ
zjxO%&d$n)z_b)Gx_QlP3QJZ%3yTCMQ&kMC7(u#W?_gOcsjQDja)Tgv-TAajdCdprC
zt3GNiHai~Sdqt}>@^Yr~RJ|RC{#<;n?fU-xrG1O;KWY0O)vBy{k=yqz|1I;9uVzzq
z_I~%f`J%Z0%cE^;*XB+LX$x8_v?%yi39Cn~tGil`exFzF`ty%2X%@b(`@XxGRjfp6
z_NQwruRRp8w$-ck|MKMv%cAw-C#wS2UY=D_xcGye=HBBz%LCi`>jT}c-V1)3wOssO
zmEaQnz3Y8{Z}NM3In-}ze#z9px0lU+ulZ)DcYWClkD!kl2_H|jUQ8Fd#j)_TZHu0A
z%SE$S9kZ?l_OA@tA7*D3?6&w$$<wI6O<v2Tvj1QBKIK}-`S4%=F4UzSULCXc%c8jR
zk=NtvYd3h7D9(E{<5Bhbuiqb*#Qr^`ZuQmp*X|FN+n=U6z7Th_vJKgPCL=G8uWa@6
zcOPsd{ho(Kekok%*Id2xyu;ef_pZnMk<7RaYNPG^Cm8#|{rAFi1sAF}l=3pZ<-Ztd
zb=7YD;@=(H{KKDJb$wS-)_Tu){rt{fTIQ)He~i4(AFT4b_Pg<GjlkS_GH2u88av(J
z?>R^O^xga6eQRG%3H&Q_vADM`Q+}`CiY=#B)Cmgjo4zV`)vUU2?VD2$v0h%(KR3Ye
z`g!xc?emZOg(%P4e_y%9az*Ax^M)#qr(vf|W@?GnDTM5vpkudjigV;!=4H3I=FBqx
z#alUN>fcqqma9#2*Iy}oIYo4DxUc@ZQ+sp5BzxtOgPbI`%U!hCyWnDXtJmrix7HX%
z<#A=K-1h2=k*Gl|%aTj3l{+(|3zuze6Teh7KW^zu_g|_Fe(F~<Z<)PcS!8<gXm&}8
z+kOv?@0%i1LyBkY>-T=UK0>Nwqk622+OMuUO`*N!C&LOJtuuP1)N-rruh4-l@wYh=
zw_erj)}NGHIdxTdiB!ba?|c8*?fNj|pZ%^!86V$wg)8+K>)P$AN;9=9Jb(4-r(X~9
zeoJQDKDMMKAl>!Phjx1&v0Ux#OeHt+SJlS3{|^6XdvocpI7>yHt!q!M+Nb|@BLC6n
ze}Znmp1yzAim7!wm+Q|iF4T47@Q$4=D&NkpxTcKH<I%w{HtieUxR>7j$E3LC_9foD
zijvHVzrHKEcNjS3@4I%~^@WL|tnKCeYloh%Ug`15_;*Rm##sVccD+|?Upuc}d|v2M
z=4z``!m$gMPI}RDzUK18E%AR}g}3sr{jf9PmRjw*3HwgPI%M+Ay|i3A!EL_tiu>nY
zv-bCeiQ2at{9!v6#<5lQ*TGf&Y8M_~seNre+v?Mj#R<3ig3c?3G_EP@i4=0OT{r*V
zm*oeYbH2_f`L(((;x$Lq%BvF2db?IF(7U#<)=9tV(DOelLo(zqyJ{>FxBfN9;_P~*
zWw&2_=K5N<@5N_@TyUNYcGw#C%XjZRY0+=BqBgRum&;oEe+Eci6YTq7S$b>w)?-#p
z%eBqimPgOtw_Iy(UP++vT%*6u@_!T}7+l<=zDU;WVk-D}YRatRCG*wZKYmo^DxVpg
zxANDE7am_`wiL3czbocA{C)k&kPk0fr+@R5oqAzn<kW(-Yp;d6`*gYQ>(=*KZCmEF
zz27d~|NiHPCUvs17pixEty#7>bJu-~JzcLw-@d-8$M*I6#pm2&^>HHq*Hv6xP}F_u
z#g**Z{Fhm)E<V2cJ>+AtZ0+3D*=KEkNv`<oc0N8Txi)UizV!V+&*rl|?Ko$#F%wiP
z-g??|&F}Z#Iz^$sZ>|d_y#<dIHeY;G@XTfF(X(G7O43@-z2caEbhUE-FV(mmmntn4
zubg*}-QsG$`fJRx_w2RP*64i_y_Y3mTle?RHT|T+&t<3o>hXBAXT}qbh1=ZU|Gf5n
zN1fa&@AJl0wu@GOf3@m*Cda~U&i9+GqSkBMzkVxF#n)GN?4_lb{qn`@Gi(J8Wxe0_
z>$j~_M7`<hknT{OuS=GFpWSla>=HNA+<Obfqn1uvdj1OIg&AEeC0~4}&%6F|S5^LU
zKlUKO3rE$yI3IZ;nW+FB<G)d78S2-e$jQi|;?JPyGcVIQb<LNvC0~AqPZbl-)JP~T
z+i*3EPj_oq;#^s!v#p?sfkr6-2aarpnXwKEYK$!gY8Hp$R2D3D+4ZB%Pn`3;?}e+s
zO1S3Tt6p@z%$e==_U$kB=32>WSn=x2`M2`xRo9k~Kb4N)xe697K?jbP@&YIH7+VZ>
zZ(W#*HgT{=$bn<;BUMY(*^tIJLJl08qot$RP-hPgXfw84(2kpgHX$);IAhBN!S}`I
zZJ*C*EZ|V_Px$fSVbPt!<0sd}?w;iD=LVXVD)meF^W)>EL)`i&7CN`T`s0yNC&%eC
z%S5xk{itE;3<jqc5i%_o1Qi~}aVWIJZI~p&ByfV0vBf~W^~}peg%(TQoHl-L#S$Gp
zrxzR(3iMe7ob)3+xfnT~v@kf$nC$fIi-EwQIbvpq+gk;!#Ml)}SUh%!GjS{wU!&5>
zz*6MIpm@epvA9ZtBhin0_QS(Y9J1Zb0#-~aceoi_E^voUa$;bzRBRA<wq$~(El-QV
z^47B-5*1tejyiJ4G77zGWpH}Is_m)B&^SlHfulI+#2h&`rx}+IrTy3-;B@?vLQ5Y5
z=XWOt#V<`$mk2aC_;Dz-SZb#D@iQx)$xJk^iQrh6Tqxk=-q2F5*dS1K&?|_;K|!5G
z;Lscqqvh?50?)Q=khIfjxv<fKW1+Icp}hhQ9D5T~HCYrU2s3dc`f<&?eAt1bIO+zE
zycp%dG)dsl+1ci&7rAz)+}@VU>Q(&w+|+gJ);;*I9kymdUmxGg_wT3An<qEZwtCx|
zn4LkhX3tK&x+?VG`7c*5T@w1Uf9+b`AOG8UrJMe@-+pzzB>wa?UG9G`%CfJoo4RkG
z-NnDUaeFK}x}TlTy!q-EC~!V0;tHI@p&ZVVG5czEZrQ$_eTtK3H`l{mrLR-IzPj3)
zTVg$R@7vqk*&p4waz%vW!KJ0%+(8*yEqCwU-IQ>!$-&F}>DkPeufBmSxP;Gw&{tnX
zPeoWNUJ*QW?%X-1qjRmx*_5lK#JipxIN*?I61d$|)Jay6XK7G*fKAto%a^Xc1;zSO
zXI!z~)-52$9n-Pm3P<8bfmK^xh6Kn)URk;LV#M62Rf{CTIlND%`JE1*4oZa6cyT5|
zPmYIsDnGONvbu5<--;Bn(rLLMsDd+HPZBuv=%T%_V#=uuKkF$66BS$7CTQh0;Y_{a
ziXkdm^?Ud3ZJp}id~vp2?JvXCJ#Oz6uiVJ$J|&_bA?z3U_o;q;WJHCU*8E)tzB|rN
z(F|t0dws^`PgkFUyq}8O`>O@of>vnPzVep;`2jQuCRhDt<0>Z!uf(0l{a(EPYImrW
zTbym@*Nq~(1kQfF9&i6*qwvFhhlO0jWzIqp#37HLU!;3KEQ`FnN~vYpk{j!$u?QTB
zx|9|#(BQCF(1GLi+N9pA_f%Ro%!rtieP_p&Zg-By&lJ~{u?QSmly8-@|DXd$_Vvh{
zlPwurF3b^)c4A=ab!Sk_*)!|<Wx?HC3;ka2dA)A;lV<rp3EmG+e1@$BD7djT?xC>a
zn&tPtB}EG!@;Ljbrn*VsTKw|-7BS_P-hk9TK_-C?ZwAF4@4g*T0v=8rUj+qkZ_Cv-
z+5Us^i(Nmn;up{B{&_6|ieD~oJ~2y+vBe<t&l?#gffE*tEe4NSvpziA$(7jr`0<Bi
z0S6A=)(_nAKMomI{Qq<Qf6TYHx5b&Q6$L(cC%m|@&?xB$$Iboq`|rz6lx1pT>65e7
za&F@>yff>p!h`7tRs=47^59@|(UTK``>nGsylL;3o2LKoOLyzy_Ze>|g!|W*HecFc
z|K{Ri_uK4(jEw9|919l;yb7rP=p7#6#35THzwjQ1Ld(4ilO&h~PB1dIT*wy`bTZ$^
zu~6E6(OXW1mNusdKHcvEx5}-Q{s<?WT2X)O4I`7lig+d;$*=Ld)ywTQ%WbOKePqo;
z@BO;8{n!1(zHbMnT$B;r?8nEd=)&=O$?8i!(o7r+d3Cq7GO$SXGB~~1|A-^8=Ga!D
zLwEgc71-I!BFszvJPAMXVOiR13#Lup42n8cZ(Jg@E?=D?p?D_mdES$0iY>h{wSBTo
z0xR4Y6xX<&`1_qBv8HXS(4l?O_tnn-eV6yTt!&Ttu$f;b6|a5F0jgXtY&64CFfRP>
zq}1|J@_H19d!J=s8(;paTMwA4=S@;>|IY0cAsTu&w?V*a8V{CS_$A(>#lY@y6!*g|
z)Azf(`CBZ_YMx*5z)iB^U-`z?fcgG6?%vhq7Sj=^^;@*B?A;wr@9BC|k9LcDM@L65
z<bAm9sPQ+moEr+eRwREBJsbX2;l=_L#+C~kld;tU|F}B^j-}5@SA6sO_2j#|%f(qX
zOcCJY;W=??sy1^&^06Mx6N~@Fw-$iP*!Qz%&t_g2GBf00PJVtr|K5Yjf=<Wz8nEQ_
zU-~Le67vh^wQktIKRzlt+Vy`}r?zU#Z1enSrrFm{s7{YjvU1u{^YfF#KQGROryh5S
zYA;#5*xAb3`muBV2alEu8=3Jqwp?+~pHHW`FT1Gw&8avuC2+3Zs`Zw|&sa8@=il3N
z=tcZW!9zj8evdEbp8=Wl4tLx<kL4&$30Ugy&bhc~#dm?W%dXGQ&zHXwyyEstlgsPY
z>1AeRaV_f+yYGDC(j_4u<=%VE67%bl-IQATO5L#(!GFbt6noC^5Nt7+qxGwizs6zR
z?svNm*|uuc?A^PUmGR2U#o*d##Rt)T0j;M&_TB#b4M9P;OBtmOI>FND89!60=u5zb
zX|?Nr%y^Ui{*=q^S1ScM7XHstZ22f@-Xx$kx8RHZt`j|dU%r0%BEy`2a+2yn+oq*Y
z*5C13`ceBr#YB#U$!7&os`Qj52B#NsY%Le&CT`{7NHleNT7O@|Nn)MAuQSHyS%U4p
z)*TAcZgX4Sn|EtV<^`?AUK0fm{ixOLap91aR6=*)!`t<GkMnnX@cGuQeN%P&?aYke
zy{1fxUxGK@mfsgU@80i{qff-=)h(Q3@yx}Z_k`y)H$f-e>8I{(y&fm+F)uFIU0zdg
znz2=G$ac+r?FHZ7+-yA_@MH=1l|KdoPVP@oW6a2rL9s-i+3Cf(4Iym8igT)e#muxx
z+ccl;iAwg`)(=0neNMfyLo@WH?dRLpPY&E$o@75`-z&Zw3Z_gP3ze%-8*MWc8U%Jt
zXH+ankMQJ3_nD=b?A|B4<>cb?wp!KvZ$w)*SpAOTPW&pydvDR>z1vSMnLa05`q(!~
zwFZn<n}ZsMLd&~U2adavN-cE~S=XXCA3B%EsP5kO|I#mqb2}bfHmW<NjjMz}_(?$V
z%i#^voL;==I1!W2BH(nq3$?*;f`zf=!d@PZh1Sk37x<l9F35))O;>Lau=>V_%WEA1
zzY;qHem(X|Yq=0D@4&Hlq3T9v#+D0=atpyV!iBvKD8?zb-227g^nzEnQ<g)ah3^AL
ztHUu)g_d`$PEgNX3*q>FU%#lL{coemTvekjH|_d5&Il!(T9KTI+H6FmF-4~r?TNmv
z8~)c!6o0qHe!?|t*FNj>V0{i8vfikTTLobj0jKXq3N7z=1fA@8f&~vH2D`MGh1xH0
zzU|t_*P+mIHS+3BF^+}F2l3jc<z$iAc%mbCmHdUz*E?nI$ar&<zq_N^Ev`S!wOh=y
zy1IJ9dR}R>6RSd3r#wA1_0pX`k3>TL)@Nt0E-5P$`*;8H<=~8HZ*T7nzR}UM*FcsV
zv2U$D*u;9!uHvSk1IOD6+0CXXEulsq0SAt|ryB%z8M|=&H8`_cVA|xpUteDrXIUR1
z75d}XuU|`6ulAlbD^BKMNavkRson}bNB7H1NK6pb4r96Pn*1kJ%YLSy)A1<uEXLS!
zVIPnE@7?oHZsxa%=D1S)<l*7=r!OupZk@mP-~4#}$!Y$Z{QX=S54`2Sujl{1HYyF8
znq8h<d@eV2FZ;JscP>9a^~7-U!m!2zOFT_qwLi3NF_lofayYc{_51hyZXZJKt=s!8
zO42y3N2dPI$HoV__x4yy=*H};sZ?mtDwma&ZM}FXDP?Jk;gmyOg(drvITc#^_A;SV
zSm0dnEp^A&x7$yBo1e2@qT=Fq{Ylfzx7<)yXHxXp!T%(bWAUNw$;bI3H>dT^DL!Xe
zbiejH>!cNn!7adxwsWPVWF1We4+YqCyNe0y1-=8dmsMR+O4kXTOdJbqC7l%K{G0aD
zsOnUPq+wEvj9p1YpNy?i^uFz`-)y(~3piD;J1W>Cu*>)gPo=2ST%lbhFE2fabJ|;X
zZRPyu^Qzay)PBACsnfs4Y2E&RzZ}2wYjICK^uo5K`1v_qj^vesPQ999r&Cr<dauK=
zFu4}9=*)<3yREm=ciZ2J*>k?BFF$$X+D4<SD;ky+9~Q`17P-j%yrsP9`S<E4hqj8J
zx>CICmb&^P2L?r-WyViJIh+q(c1<pM^#Zg~W^>wEu4SEZMJH8@9`~A`+Ee+NtNWbD
zWuEtjS6nkoTsF=TnD)EU=<3OIv6c%P*I|}~TlAToGS2Jxu{cSz-`Z$cDdseFE4zG+
z!H)6|pHA!ZhlyXEZ~Obr=1(`0`&pG+A9gKXn&Fn}zkIToKkrkyLlw0Giap2I3bdkB
z+Ti^6+eo41+nGl$3N3{zOs5IFs%^2_RemipU36L9E0Oc9+~Qs(Rx7&Z_Q{-^Z*O05
zq-9@MYJaHP<d^xgSQSfBItdym=KuT3V*dJNmt7A(=YMtH+cv%6<RsPB+zP%#qrbe0
zJ`KuFGZ<WgRQwneePlE_6(>l7VqH_fsXDDtN#Kyh6(fa~<Yyf`<`IeI=c^_jzMW({
z!%osD<)dqZpp*M1{2>*^)^cIn&9&uSGUfAfMQ*2K>(GPhhFjAa6}O~|sWU0|IP1D9
z*1USG#Qgo1dDW+MmsxSC^6oBapiHn7wc9;Gs`29fA5(bhpY2Qd@67jZ+Qaj<3hwSb
zlbt8W#bsRHcYW;y=i~d0wwk3?9_L8RUDYh0c6evn>K?VrF`J$=fQA-aP>b@Ff)d;R
z-8Fi2a<|sI`tNh1pFG%79Gsmzt-MFz+A=GSM58%^hf*vi9i7AAlyPp=lWC}a4^kH3
zdU$a1xyg$cv+Mse_|v&N<;A|-CV^@C{7w<G*L4f19hOw|X;Y3o!>Q2nY>j}Edsxf$
zJ_e@<>uYZ~nYJnz<lVJSJ#uY#>i?e8PfqLzW_w$7WpQ@Oi+T4?zOytxeK0eBoon%{
zJb8}9T(34lhBXN63UuSR`(vh?a?7$MTKVC|igyb4pJ<f*);q6a+KCfszb%xEycrZr
zba;c^kjFA6NHMlt;I(ynaqPT_l%k31R6)f*_kJqfe!nIE%g^#IpNAWTzdhI_-6&vn
zjSaO(%3=|4GXDbVR9wzzxiBT<Sj&dYt`i%Uz3RQcJ@(0o1`el)xuJ7&8wISyP+Q*)
zm^wdPVO2_IyFWW-Q)_>$`lj;Y9L1R3Wot{y%TK?$x_ar}y?ZxwhprCu^!Go%V1Bzj
zw|Q1(rr_Vm=;+xwH#R8#_<m}t_R^g*SFZN_V%2hCq7rJ=afL&nCGUlxlX=~;iyR9z
zR~{2R6rH!zHSOFSaFw-encB@gm78OV&zc^*e|ow;zf0iJjqBI@@7lGiDfi1#p&hBG
z#a_O7<H9ldWm@wlg_gbm)KY7S8-rqrbHBi@kH)=j9KN2W>jb`i|IW@{|LtZv`={l~
zwOSqKcM6(yqPBRXot>o$8DHsh_~*4(LeXd0eAmqiEqy)&jNB#=SM%}crnIwCJ0Epv
zKUp?AZ<4qE-jH>>UafNAaQ2MZUss#hm0_scVlcC=O+f90prVg}+Daki1_8CUNiG85
z#?4wDL|i3vFYKD%$7A>B!{J7eb2AK;XE;f5Exe?;uf5>iot>?kOE?mZ{_-gLOi*^3
zq2Lpw>c*hx!=u`%0InjUB?Vw%so4^+blvvt<`ecbHZ~@=7<gqoKR5T_`_eA~O9erm
zQ*7ZZa^Vne@mzI;L!qT}p^6|2xJjnX3{P;a0@H-{z2HbRT=>Gtc(z$?($tG7yP_1i
zzYAC~q18`lNwrmAny^!Bh?~5+Vg0{94+MpOT@pO<!pXQtK<)DRMUetd?#s|~Y=gkA
zh3@cdB5<h4Ny4toX@0mwt#0I|B^zF?;Cgtdm7D#q-LE-^QdV7vh!k)-UWM9i@Bnpp
z+vF5W9;Zw73e1{xYKDN{TxFwOORFBwkI^^Up!==)<?8nhx|ft11gs{Z_FphEo1x;C
z+;5<4W_jMM>#ea5D1)L7Z8oB(-X4yJd*#I|-^KlQ+g|UM@@Vy&#~mkhKpjsL{Ju3(
zYB^~#UB^-Z)W{aZo0mnLX7FfkQgLNaEKxzLaX_to>8h3sz4J3ooHD$)6n)x6A}4|U
z>Vn#uz=$n1=Pn&jK?e?5Pt-;jMu>I@*wyYoae(i)o4=iRO33C~8Nr#Vpk6$I63DIP
zgY@(6KmYuGyTz9+KXKBg?2uecnX-V>@mr|fTnrm$2*{bcrbGmPJ+^;C?2``-9>-b>
zK0iCVDd*;<2maB~(O(}YaXWIzS~KD=S$a4hu3=Sr?7#Bf58vyZZ*IL&X;~e%cGA3g
z^A7Ecii&cnU-oEQ+1sd>uU}6FcYBQlt{CaMajc%cse-%Z!n~UcIM6F72adZJlw0!t
z_$(H53J&VkY+2fp4_Y0MD3k0qZc=F3xZ$rN2i_<RdCd9nz=4J}5gVPXtgM)RYS+D7
zaSuBBdvJZ)`FXn9;p?V6d-g1W#ZV?RW<!GGhS(oL3uAT^B!0MGuqE)n>|7(MXZt>#
z()NC5J#*F7a!|Xe4u6W1^5^*45&GuZ`uO-6N>M%wuW%%NN#C{C>**BDU?$BF$(UUw
znTqqf?(eJpo$}?yMOMW*7KMv+;`UhF*td7D?M$Yp2HZ|BB0|u^1XgK3@wnW1T<4!b
z%KghmPfj$vnOEE`Gp8&sEBDN&KEXq`Lf933+CDGwoIJ@hMAv)Asf@1g0_WyhZ!b8X
zuu))|RA>li$i^!d55Hc&-_GLDi;ji=?Dw>PSS<fHV}q_y#9C#J?o%P|A(h-M7p5wF
zwBt}{v0E`onCYb;hdYP%)`ahKW<Pzf#eDho6Fl!F71#I{3LHwYcpk~IxTWmf9m$@1
zFHg+%indgoW1b(ESmK}RpIY$q)6+(QZQHiV8S|Q0{WZ~=b23DIex!tA$r^3+MAf3)
z!tQV7-`AHXd8O~6{~cB5@43k>8=Oi74&5q=Z84BM*Q?axrLEOyHP>X<sTHR=7IH1~
zTC5jw`TqU-Ga5-oQ&0JWVh5wWa=;d)9z1pXX&^`FyONare}8_qrZbCi$Cp^G&{GrU
zO3u&E7g*iDXhjMC!eg(!f4YiKy_mW9m)5+fSw34oO=MLpS)+{ZXtX+3_)x&RUAuR)
z%l?_9>dh5w=j<4>J#X$ut;JS{B%bMPKb0}VJf=r&rq)w!P#pWC$1!TUmlQq}{H&u#
z(nfS|3b%Z`{-*NTmz!TsR&<%R1k_G+!C!l(`f%jVuDv-|Nqv60^ik}i4CqY~x0VmT
z<;8E-t*>2t{&&xbC*e1b3r>t=;#i2@6-TfAQ(ZVFXX-^3Ie?0C{0$M!76Zwk6wfXO
zrxzYVcr!2Q<?#e>#U8ukE{?AA3xl}soSSQ%`ti}xO@)t-J-E&-rejc7q3SdvBwWRR
z5{tkgmCQ-pOfQ8UIPPXOz*{k?E*#r!^^7(g-*-_rSIIXST+1}Za6McVx|-=hx0vpv
zfNx*!zkU1mxQNn}<9&U74-U>a`hR_xWy=OB#k%=yj4cMduigkV{R1_=auAKL9*)HG
z%U#Uu6YjrY{jYH8TM@Wns!;B<f@w#|%S#DI)~{Ww%OEd$<dN4Dp<`aR#g8ku%zS&B
z_pU+9hJ~lkAACN6!RbX<2)qK)N_MhX7Mb#+<5lnd-N8>TI8N;0T6p$r_1EUyHM&LW
z;IYuu)6-b%oxm;1FJHfUhKEl#F*TJ9PW)S2UcP-z+}^0PGcyW%0>WMiaU>@1O?>q<
zL-0`5N|CoM4U&v47kYwsu7x*vR`zf{)IKkqIWK1K$M5%5H+^1t!$~48-@QDgcy`!U
zwqHVrvg88S#(w?qJBI7wsj1qjKR-RabmxxDl?73X&Yf3s&2w*se3Cl^+IV#Q%IC}T
z|80@6C|Dr(%12td=fDI-=ad^85{q73Sjc8w#Am*mrBB9E$+?~HY}RL^`|AYn@A7E-
z^RK$-N$UHli-rAUuiRV6UmM!?=9Uh-b^g@FYsFLkMO?~wa5jH$<h&mTg^fOcnrZY;
z^>OpQ6}3U}`}h63zUg=Q?x%DA|Mr_%_wI|ytm(6B?-l*m-IROX%rg0uq*30L9gfGp
zKKRC-dj6lS(fg^NQ(pa8xzjRDp53VEiHCe<|5-^t$+Zgw+}JY?-QKb#@hMwwj)Ovr
z*%r3^+1`p<Bo%e$B}tW?(+pn56BY5S&-$H3+b34>7=_*C@B94cdvH`JEikgkx}pKv
zie&S)af`qP<$^CS0x#-oRUB0=xU+Vy(VNcQPab$bKRxlI{yjdyeQq|NN+oywF06dG
zDF5Wcm-(IBo9DRK{$7-S`kH+1)XVp)clBh;sw=zoOgP-m&mQz+wsgI6^{?+IZs*tT
z_NjinWzOUe)fM-Del35p($@cErurN;@Hph=_W6|&-{fv+i_fpz=p$);G~fA^&F>wB
z&8fF;KU|{IQWbMFyIe&7i$(dnJ54%m%ogHt6$?S*8jRCka4hC}cyDiY>iK!LoAT~j
zWoBk_=1E_cY`&UgdcBQTI_2S^R>ylcH>Y>=8N9u*QTan-?(J>7zbY+WJXvdI>Nm$)
zam(KJ0PBvo9Z6f<d?eQv_NSJ+vCJ^aYU%7%2ry@vVe~3YYgrGdFOha?h33jrw|!@s
zXwG!Gx+%qhV{7NdnKf3y{_(p6QZ(8>KRe4UR(B=4Z0csq;%8H0EP|fq|NZrqm9yvB
z-Cd>GM<b>>#x|>nc=Wz~|DHc-)mf7@Z9C=a=36U<yqFp$srxSG=zo24r-*ekI1+73
zJ|D|gcDhkv`n=<_FN0#q>ilc1AKtako3^~1_e7xJ&ZYU@4-?YonmC@D@$FH@#o6h8
z(}a)p7BN4xlv4CzD_G3A@Ki*8e*VeK#TT=G1-))@sgJiwHJKIOYGBoDu;*U*&5)lu
zeZ71VcWb}j6}_(Hx$M=;w3AB(!m9WZH!^7b`ykz3U~%IaTX>7XUA{B-yoDV&UP=m_
z5NB+;uy$Ug_@SqJXFpk}ULI<5V(I6!laiN@?QZ-a(<`9HyyIfah6)zHr)!okU(R5>
zM^AryL5jts=UOcnYhRr^oVgg(jj_5ODR3xe`u042KF|WGiv=80R2l?!mGZ#LkX4_`
zdR1DEeivAECHMZmy#`Scrv(pPyLK%hE9+yo=HioIUdN<6aumnj+huFfvLVmg{V-_$
z{snWS_@UJ8IaBWEtli^rclooklV<h^RK1YB>3vhfDI#m?#T5)<_m73zI7R%apDuXl
zQ8mZb@S4A`<HcjIJlnqiZ?3`8kn1uhZzmZgzCZtT%EhRCTLr;$pvzbUoPvXL*c*Q-
z9N<_OJ$I8{i;raK>im0)KI^pny7T_U>K|rnU*yK@@_O;{xV--Q%Cp%`M`OG4KVGu=
z#Z$PKJs@7sX~oBjp>ALQC*EGPeNpRWkI!mt919;uvf!>|mi5e<v}#Z6+17$%kxGx%
z!t(zpfA4&ASMvA4FIUS0D!YTe3+#HP^3N4i1^PQ+Y3bKqYc;U3icS6UEdI~Ff(^S)
zy*M*@)7}X_TZ}jsM%(i)&em($b~f$<zf!LL_THj<a*8Ex5oU}|FHVSIbJSO*mOS^F
zbtX<Te0a0eT3+wd+4R-$x7+!@3r<`KeoJJJ2RsbovutO|Nzf$d#t!_gRe?h(9urkH
zL9-d2_?sgfiAGCKOcG&ixiArRz8<}^Mtlt);?`1dJZ$3M-*2RCGiRMRp$4uNL2U?L
z{0*%hj)%YWJ9D}>o_aBdzjMomQyE5A&$)q`e|-48YoylVo9x=gyZYXb#=T1I{GB*Q
z|1p|4J{;+Lyi(pAdDUD0C2rzg>tybSx3*?4-Mu?HY<-;W+qZ99|E`VN>Qz-$)inS7
zEK~2WH4%!hudU^-+n;cdDKj^h_mS6LP><vEbp7c|y{Df#)+^0Dd&`zB9nW&Jv$^Zc
z3=9l3*8f{mG5Zz6r`@bhFCwDx$49Sr%l11(-Dl=l28-#(>G=BkZmRs8w)5Gn?56#p
zZ$d<zD__5OG2z@fkG+rWU~2)+Ic^Bi`VF2o(C)Z?{oGvZ=9+FXU9FC1&{CZBr_R*P
zA?s4KBI-e-0JBi1i_m+JSuu)l-oNMP`}bz^dA=vU?jJ)0@^?IJYr3GS*s_a%s?*v1
zMNdyT$dx`Z)S7wmzPY)%dhi~rvrPh4Vtm+=Kk`V;!=vKyI@#COOayIY&D-@-ZReLu
z-k@E%UNIbtmD?YNTv;LTien+ysy-dFU)+i%Zy51Myi_zt=z)?a?;f_x^DQYj)+5=x
ztVYe$N#fZ|^Za{;-__bgFI0;NItjL1__((lb+{R$^MB>#ti5~p9^BiYm3Oh4VY1Mn
zEajG|-zNL0zE%e{>$UO68%N?4hmVU4JUJ7$R&#9S^^vaKD8#YwakV(!AQ5qT5zXNn
zCYjpufj`uNL-zh|{Qea<ROA%#%ChBR^&c(UvP0i2TW+<fdQX%2oY9@KDk2^fxmEZh
z_tXr5c_p(vF5h_7TmMOLVr?~O>hl-h4JBPrVNr?Slaj(tx6{u5oZxYK<+i|_`H7$c
z6m1n4Mh0`?_?;(Q`Hl0p+x~C4N|TojvCao*;0ym?&{SSUn=fy|EO*t<FJ0U&Z|~dI
zleMW&Sz$M5W|q)kO`E{GAK#`wc_7>$X<qe6ReqA7`o|lb*#(k(4jAkCz_Zgx<5gPG
zP8KC!A|^gOyvpp~3GQlFK6#;*4O**q-3FDllK9Ko9L|R?rtkG?>zf_1_2cil;`K5&
z_g?no2wxkeYHMrTTDx`2mX3dG)~@vhEeqim*PEj1J<TIMJw0*u*6izE<>loMpFb?S
z$aa3Nb@;AbyOyl%T)8HcJ2Hv6#ei?C2M>O`kBK;m?%ua=pW~xtMcY$PPjg`SdVl`k
zH|a}v?u?wKA20W3Z}D@#$Xz9wAHG}P|9S3Enbt(@@O3=fE>8a!|9G*z_cE#8iJ*SF
zF#&6Y4>dM2Ms7@MEh#DCk^0*`DPZC2w{NH3+?;;;#l^+VZ$p&6zrC$4ZJwud<W<>G
zCkd~G|Mq5FT$I9f(E*f`lJF0fX4xq6wC4W(^|e)V(NPg6#Xl$9?Ud&KzVqDW|Gt;Y
zW<R;)t<U>U{#1&kqR#ivIA#gabBpORfwmxtz3m27@8dOEs`M9hJ(exMqbMFz(0FF1
zar%W9NtPdP@2M;{NHv+0H_OLVN*Po%rQ^@Fz1l4om9PJ164#H@dHeS5L6h?<1oH0g
z+Nw~#E5N5@m!@*d$uFBT#9A&))WjR0nk@z@0<jrsmzVh-v~4-Mx>f9c{R!KalV6Nm
z3>^D75}OP>r%Euk7#L1bX#!93=7E+vK&Nq}{5e8jl~_Ih^Ye4FyU&Z&Q(hbubqbR#
zeO=unu<N5R0UxNhR2_NvnPsuNeC@M@l2aL9Dw~!b2?ULGf0S|BzOP+i*GFd#*`I>%
z+8LZ)v};EyP7q^kxzK9^ADN%3t0+_XDbpzD%#BsO_wWDjkf}`Uzuf$C^}80{AjJj&
zt0V$}cvHyfc9{R3C(cHXmIUV>zF~J5l)WDj7>jKac=z*TZqbLC>T9HJ-|^;8eyHxV
znfS6n?Q+znCyk)lK3Dt!M1xiw@#8dF(oQ>GA7p>};Pd%t^Qu2H(@%ALe2i-qOOP_^
zyu~KP7W>-&zn{*W|L@AKi|hA4WV3wub^Uf?!)Tg7pVhw#Nvo`otH<8gKa;d9deETI
z5*m2*E*r<f<ddjNKhSeqsyD~-^Rv~D&#fuCdMtnEQ?bg#)6;G^?LZ#Z&YCpWy8P6m
zqur^GkM*j4-<xuB(u3!B@7`?&Hvl8IWCT7;mp03p(8?_yc4yhEgQh<~7PDjPRUjrN
zTLo4LxWzA&S@mM;_U+<zp*j<pnVB~w9qoGXePP5Zfpt+^y~5VTXr4WLmi3~}xv4&-
zpJsx}JB-0qlyOSU7K3#HS~~-{tgWn;Y~CE))w<!w_md&2_d#XZFZ|OKP8_i<0WV$M
z`OI@~m7L*tcxkD3^UD>vxw$7rRG)+NGvO}_oj77!1Ke4wtE-zc7i)pKpWC)<VVTq+
zFzc%)Xw>QETKqAg*s{(kBC{pnrI^36?=qvGpw{Fyteq)%Yf{ANg;LAacZwmqc6sn#
zc02o98T-UGYH|}ew8JT5(<u$*mT!Lr6t|?CX`n4mK_5JQ%$4}jm^J<UJXsq(r}$kQ
zJ}Zy=9jW9?oDnYXd~mfDW6K7s#a+<^ih*eYeszzfQ?GQYhvokHCjT#h&*pE*8}`fL
zcNwL@iPEJXZ{t)e+9~7qtLyg*n&*7@b^UhR#@aT}STWjCevBD8Ud20Gl3H!{XHG6%
zoL*XbvL$l!8XU_{v1H4WTc+t$f+pC)2HynRziZp?Yu&Ej6uWGH>aL!7Mp14(5{m8o
zveT5^`%g@JpF6SE|Lx@NeYF#}>{)m;*PU0cS3vDDqnhumDL#v|BEQ-E-6C^m|NW}?
z$9^_}ZT(WIvhEILpb*`PzDfhMprF>mDMIsfYqtKBmCt=jZwEHJE4Q31X^7%{xYzu?
zj&<Gt>ep`jf5pC^)Tur{hmc7YRi82>t+H0|$XbQ;$=OQ%xp?uQ^6!2Frx$G&9c~=L
z4H`;Y#STq8F01a`#=H8~k7oTn3hsRJVgwp?JKJHin5#aOZ52DT(m37gatmju^!~5c
z_fKn#-JOK9Uwi7G&7BQPm%5hR-nMO<(;Mjcx>4<~l9#VuO<J~W*@JRO>BJSeJuf!#
zcF@OA{#}k{4ji)Fy?9gYs>0R})1vbx&NNPE6I%Xh8@wMoT|Zu~BT1w3*L&A)G0}vV
zX4%))XdZc`4{B=e-Me>F_4juVo-fpCbGmWyqT<}Sa~=6aFM*qjGklJ|vIn(zobgwO
zz1l5*|NcFAaDMH#n~i^7cFgB`#A|*>;KclYXWZ_X#1;R2qHaI&+O=y<f2ImKO?AIp
z2VU8CXO7RtqDicZB|7*=LRKCVJJhYe&qCtm?nf947}C$q67~7o)AwfT;-$)+;qkRw
zYaR*Dp8z_i>7YlVMede691FQJORgBs?7CV%Eru)c<DQ4A-qS?(8ES+Z$+lhN+mw6T
zY~#%29)WBBXDjr(HwZl2xJo8i88oG_3Ta`+Hi1`PxAk4IMXY*wCn<WU^7Av%cg8&L
z4MVa(i_|>k_x*TzV!^T2%RYw#j|F`f$okX7$}Mn6=&t^Brxmj9@k^~dR&HN#>cOVe
z(@pjlr9*x1UE^5Dsk&{YDPzlqYe#O%v-}Zq;JEuksRcG|%aK^|etzGJm3u_F6ITiz
zdJz(&x<a}0=p%`^|I?)ub-r#+(F*$?S)|_bi}&EArQYm!Bcw!+Jet%xSNYb$oKsx_
zw=N{zjuLd>$abCe*I|JfXx+^@q%vJXHNa+9_&d2nFV1hzyBjs*rubRY>Thoz$T`Mt
zSa#(~@Y#b~E++quf7i0%N=E$B*};eXb`(B7#x(auLCMzbW=;{k0{i`&8JuRYm44%7
ztOuFC4axKfPma@TjimO@i{D@O*HF97?dYZ}dpmjrroAuUDdO}u&0+dF-f)3cDlJ+Q
zF1|f{&M5WN6vyJ8`+wh+%R7IZegDrg8M_*bndSD83KJ9>6`k8U{#h11@o0+lWNrMx
zvPJ*Z;RBUNl?}c;vow10{r+U-^gaG5hgLRE;;H?>HZgYg(-YR$PhPyn{phX2^FZ^t
z^^<dUR(H>-{5jL;-;|FBe+I_?O8Dh_J$KUG{kL_e*S!w{O>96${r9||z3J=EwMLs$
zm-R@S=3O{fxA*P!P3iyTDzC4;r+Qh<=kx6eR_E=`JW%}TDf0+cDy@84%;DX8PPAX3
z?YP+9@_>3Vz8f$0pVqYzKF77^(<$x#O1_21X0Fkm#B#gp^h9q(oqh5b+&H#2ES<Kr
z_Rq)T{VU&UE}x@x-u{2h-m7!InK3Z_HITHe+VbY+=H-li)123^GgUp5jcd8?T)p|)
zF~jY9o!jhx)>?kJ1X=-RZ!;zGw&kaZrbZ>_A8-18D9*CvQe|XzmD;V(cf0p%N7ru&
z^{YOgX|%3%PLGUb5TC4-NKNLq554@S=iPrlv3q~@MjzYsEVWzF>w9;6T^RioH0R;n
zU%#?P*0StEqRpo_%A39)h}-$1r#t1;4b87r9j2MzS(@9As9&5Az@fhPiK<c7nHj4z
z=hyxzwES?0d!xKhd?|a*1gXY5oD1LDwk+M&fA7Vr;tAS&XBf?jx}SPnl*1r($~(r!
z8o`89E23>@8ofGp-ei{MV$k|C^UO<2QiMWJ3UMubdoJ$py7H4pCi`#WP5#Xzd}6ME
z)@!fTJ#B|C?dtGJPfrh!x?A`A+uMUi+kP3<{_D)^7D(GsZeDO%;1HXhUHd$5CXR*C
zk%$?@9FB*|<@a@W&#OAM>*DhH)$4j@+uXG3Yj`7c0y3kZsi<@B-ZM#6j>IzSa^>wj
ziaAeS6~Czj4f=<QBG&D+2|&6E4tlK{rnNe9WP8r8ohjtN;p@3kmgQA5Xqr(SK1D!_
zbuLaElNDX3E#XjT=~E#vgYCj$Zm0a|Pu*{~^LCCYhcrkS9p01Q`6r{hc5(H6#iDa1
zL~G=H*m=Cugm>+|AIraWzOmP75(rBVO$RmFSW)+dO^|8~;LtXOuZXyIOy|9X;u_yl
z(29ubuMU0@>JvC;@4Te6=IgQgzlsy@zb_JUs{K~(@9&=&udAzj@biJ&w{E3?7PS;S
zJd}KEW6DXPna1gUALe{0eSMAh*I(!Yz^dCf7b$_3IW^;NIIh|g8`oO!_SV)**RQL`
z#>QT{az(@;fb-6#)b5h9GPeI=mN7evmYSHG^EZju8Sh!VSoua+JZQ&^Yq!|Rso`;v
zKO&7pGxmU%Cu8jFIPl@E{q&F9V^!MK_J@`2ef!O4i{|TI2afDuMbN5@N|8fBPT@YM
z!#JEZW47hYd?7EJ`b4y!!AYV&T9FHNP!qJR;ajQ$$J?1lI~_P42Uwe_^*gO_U%9yc
z_4W1oK7zhZ9KJ5bGgm#a2G!m1sC75`656$eEe2B#y@0H;_E9w5*=}H!YNE1y(al@8
zPHhQne>Z)Xz`qyn_LFXIPM0?hzwvNJmQ<I(H4$@bW0eL0siq`jjw_0wmGBuH3vD-B
z2y!IKWc8}HTwHv2C-@jqiwF_7_pCj}sZ#_GrTmIn<+Q?W{ZakW&lyJT&p~aA`G(aS
z)EfkD87ng}eRX0`+_GK-zIZz7G1o%5%94dMeP^3R>S`_ixN8H?cY$5st=BtA%=&+<
zSGsxHt4$ks83kl~2AyMf`kZo^{gzuP4jkEsXYRcL-VCtOl;u??gHuMlZp(#vk#jge
z<7LMLoc4aZ&bZ*`=jY;L^_p^bH_IxfOud-$Yj)a4trjb$75cJleBE`gRxUrqU-zN;
z!Sk;+MiSE)6n)kiPtvqx;z%sgImyzv24uc=lfW(GZsA6OV+*fIfa9PM)LG@TkkPp$
zKkJV3iDHh)FO!c(?%`b6$EO#&%VdVMj2^SJm{k??%K3*^#fG(PC|iTri?{%^`R<#j
zGdyZfHwetTu4R<!^Yz&MpF2(j|DGe~6JM*IGm))v7S}?)x35+_`1JJj>oUQakCYT!
zGE1VrMfNg)tL1iwzd{ZiZ?oIs4xGlQxFxsjy|v4^nR&R@vY;m|??8^}e>|Rq``<L*
z^}APTy~RcF{*Vt^EmpB6F#*eD7;B%n*xvW<5J=mWZ(ed(;82^MJ^TD((7NzOLHN4x
zAdy2Uv%IIt2z*d$u}nxV;ow*(sAjgxkg;XMu>&_{S+YDB6t}eZ!kyYCpyu4GqsOv`
zd*M2hTbC~jZz%-r@aS4xS*6%gxhk!$k5%!EzpkYahlsEP$J^g5@FXMUG=s-<(++_T
zS}hmbea%cwS<lPl<mU3ubDc3=+-b&iuV=3<1P;|)oxHfwVG4s&#(jAKxGMz?rL35E
zw6(!pk!QZOMgBdT%=~=*TPL&@>n&9hV|vCS;8Yxz!`WD++#ql(oCmQ8-Bz*Y*+0gc
z`yX#8UF>g>y`?8hE(_c*sSrLCbRN`5d$Y(eTT;0tZO)BV+gJn+-TIW4FR((DvE{-%
zGq}s6s+@kT{cL_(xcuGLyf4=8awbncXIzoDur!V7l2Smi;+3iHU+oSRTrpV7?4Pxt
zBQZ$j<YX1b76Z>&PnsOIaVWHW`-&(MyyH3C{U!Ad&uR<F{j=|F`;!j`0v$P4FIu&m
zSHS7`Bt^8%VxauXgUG)xxgSb$tDV{r>=u&y$NBo(33q4nTX80qZ1lXF2-<sdtYhCa
z-Dt5tnc3OeTU^t{+nPO%)6Q`GldWA6D<OZZW&4`7(c9NeSX?oC75l9Q=?YP&dCoT)
zY`dJ#u`sq62&XO(6!-wj>c_j_F@DX$DPqr!C2~L8c%@TLPt!F@KPLklN{*^A+V!s^
zFW%;Iz+-W}7>(88>-o~;+nglM250R*8KPw$xrZ~cP9W4y$c;mK>7}owb2t)fuXbN^
zI?%@8l;QmPXf7fpN;z|QcSe1jI9<s6Z)AOaeZlU?k}U>RuV;EK>@!*yvoq++O17g(
zl7DN9i;In1Pep=eLl>Y<5`k7BBX9ADO6FK7x76$QudlD0_b<Ne<jiCxB{A15>d%p;
zA}5KzKi5QV?h`z;B1A2C;h)r%D+M;4%J^p`;6BBdi6hbMwbN>a384LB^OO)N;W0;|
zMk{Dqpn0BkIp~mNR^{r4?+>R>6SrTtZjON4Q9}_>i9M?vlqocn*IxpSjm|qr$eEmp
zUoxBzUVb@$;hL9U&fU9r&q1ivBrtyN+_?wu7rJx!E?cb@yz>`$EC_985xrQ*j#0d#
ztiLbcV2<w!?xQuoZ{ME=DomG6Keo5s;EsQVev(n>sc=x(%_HO}j)i@fUM|uPJg9A6
zwEVloySuy185XbZYP;;|&AITT*5V$4u=mqB5=-4gx1$a6LAD$rvaggg$5)L~lMTCf
zS6^V%kKB}UAzAIq^o37E|Lci3-F_~RbuQ?)=d!4uCxU_%&#-Sg=-vqG>wT^F;Yj>@
zeS&g>gC(fcx{s2H{O1{m9orI8Z}9j1wfEC%Z}VA#cC<L9c+P4FSG<zXv~KUWTaKqs
zw_Ter9_`LC`Q4-^-c1ZnGgw@U9291=2sr)Th1jvPRKI20+PdR&bBiujCg*^MwD)i=
zJjZw~d`D5hmyN=~%l&xg2^;0#v+1;pF*>})%ZyiX&Gs%+w`##d$5t4--<$z9P#L}j
zXsLRO{jVQkmA~#WzIL1cdFINZN2}v%d|1}kfXdmYd4G7OPr54Yve^4{n|aSQ>9Cd!
z_q47_ymjS}UVKg_H5pVryzYbNz-jZKjoOBAMbPTn4ORis(a{H1RUFyyqjB<A4iUvQ
z$5%bwf0iTBEUV_l1;?FVe_uaoEB$^_Y<1a*mFn{~r_cHCm^s_dSekc<XsIWI;ud{r
zc#?({%PV$**0G9(2|IDbdb#VcoDz26*nH9Y-LJ^?Yj(apy7KeG?4ZvgFXL+V@<?0R
zNcS!gEp-Q(B#B|t2ep=m#`cG*S-StP@4cqE*eYwqdDYCkyfVwaD@l@yKD@Tp>l_#q
z&$xa6v0i%miNE}Rf6O?h6Z^&9=<AW`DT^m=S@aH6W~w6UT4#>Q3*E%TneMd&NH1O8
z^9{1xFXz^lml8j<=Q+J9Qph~2)bi|!`|ggjrm(dDxqp}Sym_z5@}}-?`I+XMm%137
zGFngHKE|=od<*Yf3B@h?_Hd_zO875-{ZAj@`|X;lHs3VT&9vX^S;EOloJ?`80sR3>
z*DrtW${De@sx;B{;)jpI7w4xob)+f_I29)>mXFq4EdTE?v*-NTzt>b6M1%VDYYQrG
z&(K_a?}AxLQp<&Xe~=1r&WGmb{<nR(e>4B?i_`D+_(Yx0-U=S$-@~0)#&0`wnqtc{
znf7<Lm6G2_D;zHW8}x1NMcv<iKfOOEY}=yLAQ1KN(>BBIQx(p)FLVkz{r-fM==58T
z`&#<7nSw^k#JBBNXlLg`*(|?>*<#)Mxkis}?oKT~ezxet5A)lso3|P=wp@@9m3CTy
z9_rrl9O=3<RE7O!25kK}d);l7^Z9jl(*)eodBomlyt}jW;M>$+m(r)?-`uqH$uFgc
z%5Tl`?nva^zH~|Gj0?~Fw1BS+Hx_`mFcd4alrac8S;rM_cjI_GNtuu7rh0?Gt?L}{
zih8YKi$T?tr`H57F6Xa#=^a1m?(Xu_>~<d-59OvwNuOGv7k2aJP01yvPrpq+`9*5G
z&b^imHy(MLZoc<k{z|eF$6G4}r;Ov;@2+tq#uOcKRQL_bj#7&7?5NnH$QavWRP*)w
zchK1=T>ty^LT+BU67u!=$&f{bn<|74WpR9sX3+ie>FH_qTIK*<z3lz&9B;Ln1a5uo
z+HLA2F<qum;DjBhE_OpiCC5Uc3&$_NOn&j~{Cs(ai}kCOUnIXg<bJ)hq(sDx-8rkW
zVp*lp-ebDnSxzg?UR!wY-o1MX_X@6jyUVw7+eMCrviU6+`oiz56+E=#Nk_B8H%^6?
zZ>CNhu&#qM$JB<dyR%HQQ$9XA$|$gRx`D`npz}ukTn{&;o_6_Ppr82X-}F@i&knv4
zblQEcouEs9b45o-b1OGo)LeA5NkVlR`*e?G*LS2ka@_q<$iGn4zU6{Y#F?{#hh{wB
zXm*elaNu~`-2yLx+61OWm#ggR()cc*c6s}$RL@Y3)1uekE2__)E9hiBk7J?i`W?~A
zErllq*&E-0+I`u`dSB_LSUIiu&il%?`Ipwd{0X3qkI^%Qoy4YojJ~lZ&7C7VSh8h<
z*_@l)ESD4-1a1YpBZb0g+qOj&4?3O;s9oOgmHN@l=|r;nAJMh*jFnrqu9S0%kUqDp
z`sT*hnK!qlxBJYl>FSZNyJXVyRv};#s10d|sDv(w9}0dpM=3e_SXl0#XJ2QhzTdWY
zqnuB?sipK1uLHXUUR`u;ZwR)H;<rvewL&%o5jm53Z|^N%{^$F3JJtPf?@OrUNm)ke
z?S7$L^li1iPnmm4wg#wn+KFh%ToQM>9Ts2qJoQpl-0ED3+vzhJ%oVRB>&dB}Io$lB
zJG)ch*4I2_^I!knpPl-bf4`Z=%M}wBKfPREJ=vt!O7G^}iE9%<Md4C6cz}5ObG-lc
zBX-l@dvCAx)}2njr!+a<6f#f(YFHn>_Vb{vt?j{nF`Wnjn<;ku`YjjMbs^$MRl5A_
zbbB>^`?~*zp8x+HUj6jR%H^uNjW?O{fKvArMCyLYnP{|D)mx6^iVuf##I8vf4z+SO
z|35d+cK5sGla*S^@|lr+@cWVZuBY>Q%Vj5*96g>lMObZ{3N}MI5{<5$c;vL;nUjQ>
zS&U!V>1n#9x~&`wW4}9dysbETS4y$RTkqx$-~K;NVX^gB7c9xWoPJ9E|DVq%-*x2h
zx`OH(b9kW*tGPUUISwE9n^SOzlVhPb>uVh`#WlVM1rFURFuQrWdH-F7?=}U?UoaWx
zs?XQVf3?HqSdUz~&?z$k4Nyh+UIO7`gyUA67kT;a9p9}pQv#=7x|*)z6ft|3V$0Tt
zXW|qluz~spR&YmvYK|-Ue5d|B?~gFA`Xs5GdgX`WwL+GZ=?=av26N<g<=x%Yz|wsx
zWxKP=-AxOb{ZFmXy)J&KuO_LN=k|B&oAz&wEQ{`F9z5S~;yeBC<@?jWtdq8qce-)m
z>GKE0ejpDUAltR$S+l?AfBkRK=2icut9!rBc8@$RI3boPuGL_U*sk2$+Zq`9=bp%O
z|8RBFL+g6Q$Ms=9XJ)t0idWzL?}b^sZ^nr|9Er};<~HXEfYR(j<TQKeai6@_VfQfk
zkGFrnNwlnSU{Um0b}sVNBVUfg=>o3~eoFYIGj-3lT+Y@HFFq6&W&F`*ds}njV60Ki
zcjhJmwRqtcgUV$oEe>Iz6gw5At(G2Z<fb;qWKGs%^R;)i&)Zj8OcMy3r5o|*&ZlY9
z#4aAcx^?ST)?BTBd;jH}oTPf`=FP}&-yug=fld)wRTYz?@W_`#npJOgPuRLIA7t&P
zf3)B4(PuKZ<jj@}3x97ru|hp>iu2j^Q)BB(su!2coF$V!$?3;|yT6|_%D>Ux@_Vnh
z+SMl#H#k`o0%n0q1!F|10B)K(Yrc8$!ouy@v$M0qe?<Q1*j130sL}F^=kvF3-<lM%
z&djka23@Zrbav(MU!SJ$*Lgm-JkC*T@=BjN&^FJlt{j3+$Mv45%0SKt1Mkb+$Ad^%
zy}B*CZluJ=-#1)bd2#+~552fO5l)IBNxy#o`&YN~$D{7lo10P(&M$B=oT+6J25Ot%
z<4|;Zaieul%WkfR-;VR2`o8Xd?8e++KS{mk@pkvTe}fK3n*ypszw;pto`@a_Qf^b^
zjcs?yw~XFbQ~6<WlHwK3rN4H8&X>LKJKt`u<|4kk{E8(F%NN2dxbDOeear1c^u6<+
zzw8m2utZ>m1B2q0_i_l=b1d}xdu8Q<i_^IhEk2nSK04y)B%v3za+Abdr(K1Qk2!U{
zux&${T<2JrEdEJo-V}kpnFc<7wNFnt=HA)-xFe@7VZTC4oR@nLM~G^JK$vUE88#$4
z5<mW}_gZp=BQfNMmhH|3Kje<2AWjo#xv-JDlG7b>ZW=}(4?Gfer<y~1;yM#i)0tdP
z^+986!7T!cC2ySK4he$Kk^`SK@%A)mGz&T=bi+wvokG^;QyEic^r@_i+^jYuNXjlr
z$?EQu*0eLfRGc!7t$Y&(3ngX9sdX45bcQVkozDf_!X<fEiax(OU)=t<0b+0uzXPW2
z6PWj@O--`8<}3T<{C^+qZvK8VF@k@Ye;ZF^4QM~*Nu?G@SoR5kPn82550VkjhKTPk
ztrxak{k-2MGAiEslv&SPV;_a-P7yXWIh((%vAgaPu6`+fzKOYcxUQ^Ihd|g{70sLm
zfn^MHW1SYbu?RR-UqA%^OU{R}|91s%`~Rz<bn*G$Ph4gi6}ObiFy2(1;H}6bAGWf%
z_wejc@3Yo=dfmsqe))3Z&CSh%hgyEULCT6MznAaN54eV&8=b0EdW9S~Ua||E&<E8p
z+mLOA)-X@}I6@hw>%~f~F%wy*BO-dF$n|n+{_o$vpT60AUhM8X!9yv#%$;WNxZl>{
zSg32bt=-|T0B8WM6{&p!8I>whZ&^BRmhShS$pSH7zRxzxb>fJv3JKH!?RV}D@#K7X
zBG5S{>GTK3YP${ZJKj{h+TdfEx?@iL&x-D_ji596(E9tZD(1vefmbi?eR_JD`#VFJ
zkkj7y4coVaR{J$QpZ?;%cdx*{XQt~d+dkWVzw`LeKEtH>|2CfZKUcZv&PgR>JBuGP
zzJKes`DU-AK1cV{ar-<TIZ3Ni^7a2Jf1a#=tF`4tzWKbEAK!)h-%Y-E-ac^S*316V
zy6=CSo@`X&VxoGQ1vDe%llp8bL!)|~&Zn=%F3aZXev&&kSIuSrzh~=DPusoy#2VJk
zDTg$L*;;e{oN~MQb$6`M|8+l$KF$7LAZK#&v{^Ifnw{yrIkk1G=U9IAk-Ts6gZr>=
zwE4+*jdzP~X6sGP6kgWI$0Tq<0JIYf+`4QDcGKou_;20r-M?o{nsLwl#3G}q)x~n|
z9N+WrYBBr&ah#?$<;Nz4x8HZ1<aoF@-cI3r?bC#XE9HM3oN;LXcKf=3edT}i5?c)3
zdTpxbknwI1bow245EAn}0>>7X<(z@+;8Z<r>@PRrufEK-d)GPDdnW}hZjS=jXFG)t
z?f5Rxrm6+n%hJM;_?YwI`~5#$U&im<Rq!DH$5DNkHlCALcJG-Z@a|q!h}_P<{6arY
zylqc8|84Q7OFIvz#+>dxZjkpXK+^tmhC)lS8qeh5c*~*-8{gh6bTPBv5FZ6D^X&D4
zkH^06y}7@B|BLw>laHUeu(0OFwQAeit@4Un)VtxyYuY@4y4UveC+POS*_^lK9N(o#
zr#+vXLEGDwuH14eW5=r(dn!LK*}VDl3@@dYlV$I0`ULF0-hF>6`TxK7MHT1eB#Uol
z7F`S9A7$>e<Ly4>qSx`^c0af8DO$1TS$>;xOXxkWew*JNHs9_f9}IJD=b5^F-<P!;
z@7u8R$xHwp+k0@;iC;kr?f-tcoO;V-S?JNWS&toBF6`R@2~g0m{!8wMg^$}#UU+zQ
z|BZXwe{YbnD>2y-3#!1cMV_4Gt+?ikj8n^oZL#|OPAgc<>wX;m^vCx5i8bfz<7UPG
zzIDsV^hWef!9xKY?tOwYzg#+~9Ps;l*PDtj9SSXM4X#h_slT7vd)r*B<-_0fz4vuC
z90}{U`?bR6-;c-5b;db23@RT>-#<}XzH#L<a{<LI>va(gmS0X4ZpSMm?N|P?y~qFc
z?WEZAvR%3@4|Aiy2e8S^+1Hi+ZR+l+*<W8>HA+6#^FWj7qWj6#>wkim`Di}zS;o~n
zRdu>k#AzX;)GbE2EgPoo{mB1YOT8ufy{*o6UAYMxb)BDV;bx!z=lhG2OQr28uObgG
z`TO{=gyNc@U3Y(%pPt))SMxl-jsE)C|Ewx+cItP>=FFYBA^CV;@}qdrg*-b7eNOlC
znk{eSSXi5gXbVYsbNv4GE9LvUyRF9$PZe^ys}}Rd&};dRn~xUql$DfBne%lzV!^3^
z;+o}xPAwNc^2UqE#r-*BTf5Fj&e*c-6T4i6!?yhUbv}Qj?|opCw4L?aB&qpqrh-#O
zd<3EpKPKc<`>Z@WJNv_%eA$=9f=+u~eTt{<V%3@HW#R{F3S8q*bm|bW+SmEY!bVfE
z=G)Emr~7`tlXgiu)WW&we$}TY2T%uopFd(W%XFSVT;0#7n?M^crxZLo(%D-7`ZA-I
zt)zmL(~i{B)0#rmocC@7wOqcsbAX-h8*==iC+9+?3&kh5<=zIJQn<*d;*zKO$qqr~
zS2Os0zk^!dNcrJfh0_Y<X019aFNvv#130{G`Shyz6RWFtuZiDp7vW-5b0o&-iL^PW
z9<FW?P;}vtz3);gGjEB&HAA*pamh>^3vCOKf<WX@!KxSRb{`mbzT5Sh>$}LT9)VQ?
zuR<=~yB8M;nblKg-q*PK&;M`tSZ!9ly7&8kn$ga9k3*`QE(WdvDp9IOvZL4QuH2@S
zwR+prf^(HiEo<d7Gy8Mj-VRuB;eX}Vf`3mvY?n{jw~swLcWso<Yt~g?%S7}Aw@L&!
z@El{{d{VdH?_PTDoyYU$?tHuV+q{{3pIe_l>}<68TK@X4KiAsMJilh^^<@HHYV(~u
z6iX%vtlHgEb*bUaq650ij=QNFTw#1?l=Z+?QA#oAwM}2&yWs2W%a&9a<e%Hg)^}i$
zior~V)(byYED(@NPg};;dVy!_6A`D2*`fco%s%6y-116qaZ+1AOuc*#vsAXxM4Ld3
zmPtF82?TM>RcU#(%;@2!W3g_F>w`PoIOMCJUBB`3QS-kA`~SS$d{MqZ)l-3kk!#_{
zL`OxFb7y>bxfV)hoz!l5W!jjVoBQwSe7BYf+vjXZ+oKsD;qT+)6CtkmQz?)`v&B!y
zskF^tGl#|7rUSSAcuIU8ym<Y1j-ts2GqGNQeOsP$+HCr4Z)jrEa5;T$t9ACj!v_Q-
zrm$EzXB?GSAQ0tfSj5AXnBsPEiiVa}*RmNUGmrm!tTBt9S83XJ#gKCGP-%UZg4^42
z8J#3vN;$o)<p^D=qpkheXW@~K1p;0NghMr3M4Z$)74xkXD-XS1<*wYa=+xcYdB@r1
z-yZ*-zni@{Jv`zzhnu$*(;P*Uc|}|c3)9lF0yxeF%#KmN=4A2vOwN-h?)wb?PW=AM
z@P>8XuVY`XT}TwM<_O?WT^YmyGW_J^69=zqw($AQYo6_=Xfn?RVMh0U0jb=tU;h`2
zoqG0BZl~K$)uKwSg(+nkEh0`_3!ivCdGJcaiCz8tLEq&9QvPzS7c7j8O*LB5Rvh)`
zh_711t3Iop*ZkM!>;8woY~nfmHA1nFGk`<2*jaIjKoEzjzY=@sd)aqK*=6N_MAxkN
zE5PQ)UU2M+@r23K7Te69J+XVIYcX@xQPstKUYnR_c`2IAQ$cdte1WLTQEr9Ij9d#-
z#6bQq=T6MZ;xa0>W%T^k`_tftedD9cdv|12?t3EnWX-GNRs9cVexJ{I`^BX_K{fw+
z&IfbMof_r7b(&L#O{|F1<1=TjED)Hr&`ohmo7CbH0t*CAU3k3ANbqH)b-eSx?CS@n
zTXG*xjpx^RFPY<Z>>|5iSOH^|UX@nT8W*h#AJ*nC{M~E5;lsV^hiQsD$8Bb|8rYi3
zx<)qcKET`0zqojVu*e}7tKhpg#kdxJ+!MsnYiu0c?3B?a)p|iHt4GPX!AZlp-$`Pk
zT&sbSQZ!e^-nf+X^u^1Ut1HxP+1(RYTh3+`ee6%^{XeG}tfG%^e8GKFL&q<4p8xqz
zKkBzF73P!(nX7olcm5uoE#*(H6a{f5GO3+Q^<5+&<*$K=lR%EO3y*0Sv1qgyebHzU
zd>P20th8xq!y19OV*fOU-Sc+t7gx8FIU0KUb3jeiEZy8PrvR>n!keD_GYjJAeLlk}
zW6sQ(QX)>qS01UioR#NGT2OzdV6p$~$*pVV1jqAze#plp;&jsHlhmOP44N&In9rn?
zaxL^M5L^|=@%G`V6~{ONIC?({E!Au}Hgo1mM@187-8!cq@9nKyntxaGn*Xx4pV$5~
z{ki12<6NEI4Ne*}rMVPaFZ5m)C~7nKv16Hl*S^F}yHr^;T8<ea!Y}Git3iI3cwGJi
zwxWYomu?$(ZM?`Cz_IpZv6AaT0k5>fXPs_*{KvQDUHt|BjDw~8(#wuYIvqZtv+{tX
zled8%my_a_cJ0Md$_|Pq$GoR3LzFo`xF5F8pWC(a@?~YSe^<qCU%Y6hq}t-_?0jQK
zp>o-~J1_0;b%|<k$hxZa|9xz1Y{cFw(^IET1w==8pE=``b8{2x?d|#ew~oDfm9_NF
zy4c+t5)ZdE7)5W-b4^W6y|K^K%uMTeer9IisnC#+gwM~;YG`P5oH(M(s?joOX31s&
zx%$^}Cj0BA&kqRootzjY0(P>4;uaR=)(dhyJzAa(P8l)^h?rIF7g)7OoyAwX;rrck
z`E@%UaZQ;%UEAQ>o14wD)@2K}Zx0uA{#rS8$^_?+7mf*(9{C(KQFzh!JH_W8g0AyA
ztmbwlH!ttlrKR3ei<JDbvscHvtv#8Q<i1eA>)G+MP8OHSMcT`1g_(2TCwx1)Rm1N4
z?6%B64qoNWOPZ!S-MIeraQ**<*Y}@(5h>1=XOZmLEGyJv+`{KM<@9V%MU#06h&<~p
zr?_VIYUkS8T9=DLPGu)mrzd=WcXx(u^|tschd2`rJVQ>eR?=b#nyV|aX-D2&tEcnh
zESgU)HJ#~uM?=Kv<eeRn9IUgL`|Eja-Qy3<y#7z@XX<=YpKhlNiJ7XRYeWu}$4MNq
z*5~_m`|DQI#_#txFFDA^>7-cVu_)%A57)wvEWz-M7gfZua97BdRjaZlJ;>zbsJy);
zQ~2GE$9yt&H4!s4L#Fq(2|FpyPTHBVLUqxjugjLH{a>@_UwN+dBGK^dO>-qcwNB*%
zfi`vz#VIlgYOA9)Tjc-bO344oJ#v52>i>F`<zkBkX30!glcveYwXkpwqI{Va<Fq5^
z=B5qTzjWTTG&I&o``mQ)4QJHCH0Dsvkj||2tRluuNtQ2veSJMOTj*$M&%s+ldCxA)
zdZU&m!nH6ZPNPNSP|A(ekWVIszNK6Xvx8o~=nLTJUEYt#os+yd4xbfRwYeiIkXx<(
z;k5QuCRZaKl^Y(`kXywfCMx>#X~6Eno?Sb8CLHsSz8Eq2<&jP&#VKc4TPHYqC{D5I
zlnI&Z^kPBE&K)a7oF1QCipUdB1e`9O_V70Ry1SNb_DkXOuF5To=KPCtD4n@thhCt~
z72lL2=TGW1FZwUybh3E5lZWCG0k3&3e5?EvO9D2<+zH`Y`0)u+*8RkhxFpu?`@6f=
znU`lKoOW|QE7jGTvBkLhSCP`STU)aqe*XDk@B7;G`)B%W(i6VgXT!Dd$xd%X&9Pj-
zN+VJ)PpkDpMG;b=QrQyl#pFsYNBFv!l{znZwk-+KFI$*r9T*%e%n)2(?_63ISntjG
zcWZmrgp7BI8NSCJ%eOjd%w*<TSlv?a=tNyl{f6uJ72i+Y-ts2q@b-PJ@67KVI8^<f
zwKd?AN>M;5*TUvWPaiD{;^<YMjtKKd`Yq}6XZP>XoS5&kzdm2QYWMLac|Q5Pif$Wc
zF|-Cu(rCS4>-6IGcdZ&;{d%Pq^Z&-J0iXU9M3-_cylwRA%)bDR-sin2#<@lRohyI-
z@Sn|-%a0c>-ZLj)o|DE*RgfbE{@O}ZzcgI%TE*shEZ_N=Q$?Ikem<OgRkJ1U^a|tO
z&Wa}U%n@0xd%l3(F9+jUQtUkDzm`2+{&36X%{<qWTaTzZC{8)U+j_y(i6i09&UVAX
zMV#|a=Qk~{;KOv<+fIG^#%p)iYOK<5`ZcAbB6zRF_uk~BBqrJSB?(K?S+4(iDK#Y~
zD#^wo`v<7_mE?J}jiY9QgAS;+&kW|!Y}wO>5q#mIhYCzJTaN8~l^wwGRI-ah#3|dt
z$m<J>M$5&`Tv3z22}sJivx?3A<Mw5G9si$CeUez$S-j49fq>L$Q}5f(4Ne(zUN5{a
z>l7b6e}9sj8=ITE`_#A3uO64&KCf}l&2yFZMt%qXNr^aRO9XSQeRx9SqVNI%xAR?2
z5#J&YZ`m_<z2g6^*$+<7X??h9J^PjKJZ8#|Uo=Z-?_jVMw@tO!CM&ulrG#hc^QDhw
zRU5rM(7kwWbHwKl))F$Z-;eLlN;J&d{U>;v%=uRfM4VQ48qJer0@aO7ub(`Bo}7@t
zker<S>7c|x{|2Xwvk40Xq7F|CT%_)x*fUSGb%N6idFDNDTXqUR|G(!0<Gjp_xgkI8
z|1T6`y*Y9F9<%b0*I9uaYm-lUJmU=DIJ-GGJBZ_{BwM$G;+D4TH7y^SugQJk>y^s;
za_3RaleA?>HKv{<FaHE%NZq^sdiR?*IiS0mTrB=QvzQlS+j3`;$eG`Z%pYvs_gL6s
z%jJ8LhvwUD<9{#5n=?7X<?Yw><cDiC)vBd;XNerTvGLhNC*cJGr~3K07TP#-Ewtrv
zy%NFskiYJ;*1xhPcMII##nlPg)&2@WZPk5}I`qO{>72m5=AE0h7qK6kq$1G5&>Bz|
z0gB=vj<<;t{E9kfJl$tq7vAVRw^ms~_Ism~gy7W2Tmc-a!EWH(z1Y69f>*KC;Mc`N
zlNNFWa6CQE)*3KRvGsyn+ed*z=jTVaJ!(4fU9_eu-#BVFn=j|XX}ZxHYJY!QaADQz
z)q&B`-3u2gu8G?##mmd<wR6%Wp^mDjPoJIwRnv^?*|mjN&8g}+<5T_3V?(~l5jCUM
zfJw&SqR*sEsBn7VIRPnYL!Gti4vJIcg+-hy+eDnIC3b~!Y~9lGr1SWy(A9tZS8v*$
zbJIvCc2`Jc-T8U8D^{*Ncx`QTU}WS=ai>84KXPk&CY<V(Hea-A)hT)RDZAhA`(1EU
zH2lZYOZ(nf8XL6+80Cu`;&8eV+W#kfwc*4`eVsjz4jkGiSm73B7*?QIrB@YXBz!G|
zf9vTN74h=F?p2?!pK$E#?2Gje7*6f~9sA_W{Pi~P&z^QZH#0rzvcO4=&MMx8Dcc{#
z&Al#g%$7B$p<;bzE$>hNxaN(L;tQVNI&x#-&CJe)0=Fg`=4mDKUXO@(mgtr|<lz(%
z9^U@zS5@k=0PF7MwQ+OLaDMNFtp#wr!nIJV)yc>_|6b3zbAD^0xBLBEeoiN9vS>ND
zRWRL2!jZ#%-&>a*L4G^lx}1;Be>gY4&NwIi^Lcyu=YL*>Pf|WL>lG+NzgirC)coTL
zo8_c&-XMa7YoTe(WM2;Fv#&U3_4f95y;vK+Kdw=G+LTwV0dr$T&Yz!a9j+N17G~zD
zxAtV8_2K{y)z4mvJqj)I=LLRUTArBm>p3&m@}4b<Z=YQ5o1qxeYM^Q>`_k2w@$ZM;
zo`fxnnMIsVPCm&9>ehG!37JfE(wLuuNXRLoP8(xFV!2jb5_MW}?uV$D7@Me5sK(V_
z2iKX#Y)<n%AQbd_)AKVYM4V3U3FJ`bSm>SSbN}zN*%>QVI=U4arp1)UIxKJRlRtj)
zxV-zn%I6Q~<la_spJIB|(m8|Iy;g*4p>2%hRS8C}g@$nly@ENON`jL9j5AIv_P_Jr
zU|{9ELflKxxn6fs?abo56t0CS@8BJ(1)vU<>gl7tO9f7;Pj}KdKfx)3|8R<k)5Y}F
z>lAe~G-gbhQQ#f)_Vl97O2HhepIyOO2Hcf`SBL?2J7FnTZM8tu*3&Cy1lGJ**gj?H
z(pS$+Zlx~2lcDxw$5H{WdFMr(xD+8Z+t-ZNg1T=xHlME4|Em5Lc>1@5l$=B4Ny!tZ
zPK3>yZ~WTlPRL(f_OJ7NeMOi=oPPSiGW3i!P8z?~?*DfFOfARNn+N7vm;Vx8(w`jv
zY>xCyCyklbT#Bs|oHQzhELT)*af+B0)KP!`U-JgrXoGUYeVZTUVKGsHUvbT!D<vXN
zQ(fL%kZ$*1v^oFAmEM=iZ0U_Vgcb;RJz6dR>bOo)pV+)gTJ(@+WpLp)$!_MV8&@y)
zmGkds<XYG)G(Q0xfGw~9tl(I9ao(N1f0Sx|eOc+YdSeZf@B#rZwRUhN18$|rtra-u
zr1);<fA$%1Azj?|e_I>m=4IHoUH@*^%UZ1cajxk9R}1cKUfJo?;G{916PB2gHCv+p
zZ<241+QnP`Wd6Pl0_jtpNTc*&puV?iz2JDVs4!Tw<<rTf0;i0Z2;4esFwH3=o?qf-
zCW}VPB+11HZv}J6PSFuJpX#JBKL%!#X3Mw2)F&4}N*6aH+`Wz~u`0`|Yf~3fl%0)T
z&$)wsQ=Uz2@^+J*62fi<GQb4IfE2EUxycP+?YGLRRAU}I-h2Gxm*4*Fx#Fz`4=+92
z#TLl%G}udVO1g*QmUhL~3wG;zd=$6j@&tg#3U2$YZ{hY)^w}{*CAC?j<x}QzgjaU#
z=Y1h(bgzH&a^_&A`%4d1BwXu|X4I3M>f(<`r1`J&56?@ko+9?0_xr;7E%)#LdUPl0
z>GRB+mnWE79E^37of5v>6y$6}n6r~LTejPAy~#7X*MI*mM@&%K9=U84Jy5Sd51wld
zz50E>zS-%;p*?C|(=}Q?&0GL;mYkD?uJj3y-aGTRF(y>VED&%@d%8tP#OY*DAlO4E
zC!c7&s@bCFlf_ip>7+5A2WIVK#TIit2EXn{+nV~{vD>{e)o&>+ExoZJu~|OG)s@vO
z|6Wg16VvYmqoNQNjh4VfuGkK6sCvzF(OcuESdthdyuw?=>1PToqr50nT(f??dv30-
zk+HENOX2Z8*(pxH+k&o4)NBb{%oPV}euG=g*tO5_ak_E!YU|eQ>q%c<UDeRnKMtw(
z%2?k(d!jtNyoryG^+s&Vk<`-GzIfxt3XUhBe#A^y#i_o&zFv_ZFPw7<3lC>Mv3$bC
zJ9lDiKAlkh_v2gY#mI@8Et7sO66jN0{a!DH=e<MMdzE9C#F7oZ*C(EdUOC}w*}k?v
z*Vi@b7mKx>-Y4g9+xSLL&tm?hH4m7+#C(~OqPAwG-M>4BXINZhIserBV6e?``7OWC
znqLeEZti)MbY{o9T@B5F9BUKbFVhflGEX)B_{&Lg%6U#$rG8SS#p&I(wb9G}+}>TT
zf90n0K?je7!orP8RZb%5=jZh<^`8E#HUIUswOtCY;xC`GXj`2g|80&WsC3z$B7Ugn
z;O~i-f8S;35}ud&V$LtV36uO3r^v*ot*+h+A4NIx(fs(wC$AKrOk0w0Pkb-q`meI{
z4=kLUtYND!di~Di%x@Rgus1lJNK8;?<XUJG3rho&Jvmx8Y~8l)QJ?j@1Iv782ZV+$
z^_XAr=H_PiiMEE)6+b>Cre?0x_<lP6pV0F8byj}!Y&xfEhik3BU-S8_hOTa?N|3zs
z6=Cm?^0&91iu-MhncD9F8YB^%_{M3*?ON$e?d3j;Zp41EIkxwC0Eg=F={H}AIBkBi
zW~IC0mNw<ZEZ|m%B&;mo70a=8_Nf)#R<856o_0F={?^ikbLY<O`ceCR_x+>u|Nlv^
zd8!?MP`~aY_noraxj(+HuV34-Xo8Jk^7C_Z89M{}9Tj=(<1||)JqNXSPN*)Pq&|^*
zbudTlj4Ld!gjxga&@E!Q`kKZ0tN_<dVJD3=w#}P1O^I|dtX^T)6q~)`eBX|31~)ds
ztD&c6iZX9(8kGOXzFuy0<D=ZM_T3Xhw=k@fT>eevoSqeTv0ZW2?F2nZ&<F=EYt<GD
zblGK>%Y>%?zLL#x^tBViQJwie;&U97r%kzb<x0ZYS*HI|m;H+MZq2a!b|ZPmzhAF+
zrkETm09Ryr!iV-<v#t2PF*R}JlW97~nwHl8*}-Ezbs?w^iX%s@aa!RuzixWq)J*~o
zU#lDxdw$7!T`l@mExYQ_3CTkr9#3`BsI=Q1%CUE5aG=5SE(WW`&2L}iRq-`CNysUb
zOHKv#{69-MO@5%W%1v<#hst3VP^U^>0v2J%oH^{x*=J0Y-D$61!!bw3pg#H63HOA~
z3c&>eUX#k_3T(Ub`0g(0iSvTHGSlx0IixRnuW^g-597|GQzHugKIu(qTKJ{xs`CG<
zSwEmno~|X3CXa;n4gp(nTg{oA*{eQp6TXvrrE8*#;+7_*<Q64R%T*f53BBK*l$$e6
zpCY;T=%-E}(8!uBS7JrODuFg_(Qri>S+-q%KW3YMdsggl-LvA{Zkc(DB$v<gKkf3J
zUH+q8%cSRCMxo0E)PlDq-w)?nXj2T!8_Ak2_O*f;Kb|NDT#@~CGS%VemlfTc7cg@K
zaHvjpQRLw_*!tc!<^At{`zLJAw-0jLZ7^@UfZcnMr$0aL*=$(wEq2mOgUG#aHIDuJ
z_4~ur<!7DhAJ({X?A^KZ#5{ZZ1%E(IUw%0kXyeMq?8vRG&TT1M>MMBMZ~Z!4W@LW2
z+wyYJ8dkyO86t-)8vQ374&rz!><g{85_MWH?2|LtbQ$CtV>d+;HiPy5*p_VF-*9i0
zyP?(BqU5P>HP&)1JkFf*DkbF(JI{A!DMg;^EL@2hR=;QM-ncQZ{sxcUoT>e{UW?zF
z_;kkcn(rT^e|&#ye_+a<l@`Byjxrv9|0=V+qW0jOqd(4d?M}XDCU@Z{i$=>Q%O%j7
zXM$6Pe7GB*Z-bMDrIkj@F$T3+0)BHcj{PX+XS`YYVM;hl*|PoY`;>oAFsc>%#bx1~
zp>w%$X{e%)x9`CzZ@x5$yC1K8At%u~yCq<*BG2)hgLk}Y(vR*xm5_Q@1(eMEZD8f6
zh|}*KMn<g{wi!AonzUVe=`<rSrbqI6toVh@du2+WBr2XS*85XmUnPF|v(bm0o0;@&
zGTura@@BuaVM7jA*7SL@mNS^WRv5QruFO1fUY9H5<B1y_Rllt*onJKAsAUOjwtSko
z5XDo=1a6tJX|x=>5X8~@(J0#L;yOhiGewhP-iH?#yI;I?Y0(lJRaMq*F<qnCb=Qh5
z8MzkLG-<Yc;?ZpRX3(=#;NM#Q7c$28`ac&nGOhnuwPxZDmK`Y}M&=?;$qbq;$0}y(
z`YM`upPN;c*7D)+_xr~uD!Wf%tFV!aseC&1nn_z=j60|W7KD@#!}s#q+)mvie|{c&
zOke_}eGty|@WKTFv%EVUbFIs@o?KrO*}T+ydfS;p)4;vOvj49qp2}tp<mlzi12xmr
zyn{K;PTIU|o}{9TjLebS`TKkS{i~Z(`D~`e+bx&ZWb!QD(Z|plV7C-0XLVn0@bQ20
zZ%ZGOvt5Ie#LTIey><j~v_1g$6E9r7+In?$xVC+GSeW0b{t3r(Z*NQd`RS>KhK56O
z^5USfzrVgZo_@_7z|qTFxtuGp{^87u=d<s-R3$2M>FrcmaC!0Dw=ZhGhCZ2JZ+GtJ
z)%87$8&{gNUQpW**k-ESqEu2_YrAXr?u`{6lb-(V;1}X>YjD!A*VBLnbGyJg4MxB7
zJ$L5+?q}{j{H!(L_s<yHSwHUV1&yo5S61%)wB=W1%-$X+o9(5q!=4uZoM&4d5F9Lg
zAwpT$a$@z&IjS-0Elv#A*Tt^(SYWlGiT6Oj%dm9u)vHz=I;XYjt7gl^`4*Aw|Lap^
zf6d(QbX+`&!9VH?V~&R8TfN1r1lqEhS`AEO<D7qR&K7=q{KKz%%LQ|$2XZasRo}_&
z9K`W-GOUT2xQTnAR?R8~F1bgW|K`_ymR=LHQ|R}%x6MCd_E&yR3l_HgmU{N)#8~x~
zgZna9tX>_wuX6p`wXSJtKh`@qoz;-DtEmWD_Wa!3)itx<FLQtY@%qO6<3>xKpF7gS
zx}B{gcgc21^?TJEm8#tvKeSmLzI)DM3+GIB^Ixw^>p!O4X}xg$m!RAKU)D>WJW>1_
z{G9De=A!lNk9*%AFkZ}ac(eH9=6c)G?uLWO#|>)!?AV`k@VN1L%g@h~-+kYoKcib#
zG$=TD>PEe3@>%l7@5>yYAO2N&{gLLM*V#^0yf>8Rvor0Q`Mmn$()g6<TRMs@(q$$I
zRdsB7@c}XdySG+z=<h3cx|v$?miKu?)tw5~+vO|dX8(W9=c7NXv-^C!(1jl1x9%Tb
z-L4OO=l|nw{g3Sp*W;?+nm*;f&nh0%aOlvX3e)@39{c(DXv}{4LD64f>(kIDc5%HQ
zA8}v&{xtRz<75LTKR>=B;s+i-e(ZUp`uDCsN2>iFxZLNQWB8Tl$+G8cGA{ytD}L$!
z@_5$fb&iF35AHMmj(T$DMDQ}7PS3+vvpIxQ+cs?360-A&_MIg?0&Z&sq~@OJ<cwgK
zJ2KTtW1p#jx7}6MaJLqND>;wC_y4-;`SR~!`F{-?4TWzTtA22JY4=O(Ud0BfnU$LZ
zs?L3Cn8x?DrsXm3{-aZ7iYI)${(sVey&d~9laJfGoPYfN;ACr7$<OEcSG;)r_Rxog
z+aK!A?ERzvzyC$EnuF)ZgV8xYi~eu89An?q9==U^zlmtN{#mY!%<~ru-~9iqa7yd)
z$Ep8~uU?AVQ@cdg{@-2c8HTFd;q#4+70SG?GtA4i=qr9M@-Tj1SnA8d$D%p!tJgoO
z|Np7%%nU2;`D=HXEs$KBd$!_buX^FRnc|P!@9#2yu=V-;dby;l2UDlVwyg|ad)9GJ
z#ERph$$>S22it8LrzG#5`0GRJ42``KkK=0t?Gl9C1d=a4|Lh2oE@hFcd@Z=;%a#Pk
zlT1%ipRlsryT3`k_HgZvkAI{CXT@jTb&QqpjQJ+m?Y@X};fu|6KUd6aj^k+dWjWe3
z_jcbyFU2eT%Q9L6P9$V!XNMSfzH)dlDKLG$&_z8--@Tv2+)GWan6~KV|NL;IoNemV
zT{m4DH=8Ce7M6I$;AQvr;MQoS)WB_@PgW)Wdg;1!$A`=D90!i8F5a}b^Xtx(kUE}%
zlPhcvCkW27`XS=?ZT^uvi*`;<<GBC6B7UagntAcPl9tAAG8?=XiHWk_+kb6cp6Vij
zSL&rroD0869qQ`h`u{0#w}q;6%yrI%H?uj;o>(BEAmWrhU+tt;%fn4+?E<T=3$$6U
zo1N!#-Zyp5-+dEatX(c}D!l{R33nDWz1b2l^}xAve$K`%i}p<HRd{=P#%JZ-ejKh|
zhu#{kic{W^bJOVmGDA1BxfhquaeDD)vck=lf+gZFD(*k`zoi}BHub*#9$VSV&*ny*
zn?7%P(<0+Fd#`!VRn$4*ci3_>bNTr<@8pl(>)*AZAj~dnef*0zj9&|1YqqTONIq27
z<fJiQ3RY*_)oDpO8W$WqS*h@q^KO=qH?;|0q@4bOhJ7BrJF!mWP{DV_E8GizRXaO7
zJ1kqhdiCNcD=)>8Z=92IoK~E_Hu=8Xp^w{-7oL6QGevLH`(JwRjDB%ezMXV2zwYaD
zi*+{_ym)bOv4ou5u`@G`|4JvMrlvZ^WSnQ`Tmfn!Bsaps!<>8JziWA~o_~GxC~3cn
z)ZNsOxg17SC#TomEKW-a=StKGc2w+9&3)Yu8sv$xU)7M2&awaFQtOY`qVrpGn<A{X
zWL#9To^^5tAGkpv18WfEi8);~|69uvz9vG@AX(#-%P#(fWzz!#<3znb7MqldY|t-0
z*XyG=<&11=fKbAm)t~|TG9JgpP8w#6r%rR<nV4TvB2rshdupqSh?DiECwFFuIQ_g6
z2pz_f;8%<>64mH@wC%!ftA=TUpUszT@0U<M4H}veS|Z@Z)Kgpvn!4>%%n0FV*5#I!
zkZ|z!=5D>v$6{%t)*4{fh*X94etUBBbAvY1c4h;qrl-O^46Ol1iXu*)4TbCc6qg9x
zGGx(gDGNyTnF<<2)`4}UCA<~?-1~iC_TFQ^KYp$}@N?&}*Bjj)fgJFx%}ImP;M`Tv
zdI0OT1zIf+lk{gqbAFX_Iwx>zBJ1~KO9W0mp9YP9!x3ByYi$!!mV?^kX+6j~6<ROw
zt?D@`>Gb*-L+b^rX}3J~816NVNiLOl%8oj%k*5HfJyAjg-$se1^8DSh@-<uJ@9%#r
zcV=$vL;IBK>fM`8Yov1|Ph|Zr(`?-GX(y<0_=IPnEsv!$O6zbE!{eB_P7>0JKHH=(
zziu~eH8`if>olLg;uL=kSgazNc@OLqYnb0(yW4POOH7LI?-Vs>1{wL62NQnRL3=)1
zdNXyHgE^A5TOJnehU5i_(_fCii4Zw7W1(Lcb0Ejl%RY#v@`oc2SlW*DeouA_<1z~F
zy`J2AMD>6qXuj2-<Mqe9yS<4kpNNGg9sFvoa#Gc;lq)f(Wy8l5`?}Ac1nV#L&v|qF
z!3m3JKBpbaj;-9U_4IP_hCi1s3nwQ;+~ML{c+_FCjZAAm9RqUQ-Cbx{bHhAwhw}Dw
zpOgIZx*k@onXm&iu(h*rzCcmi1$&iW)eo#U@oQdASNwV^TE*QfXLYyq+;qsAh&PS%
z|CHsl1l;c^t<O2o_;~M+lbc#242<o!6+9|1;YyTQu=~dZ5vQL|K+`6mfmaEB#WNq7
zR?a)|_oY1RF?9y6#FQ{UZAZl^XJ-6v`EZ3NvC2<#*<4W#N99`gi)9b^AMh-EvY^wk
zlq-=(LE3_)^#X&ASg%KelZ0U45hjsC9UVTR5A+r<+u*xOWOc0DRmnqLE9FF%xaR$~
zers3Ke+o7sQTG3!mzS5qJZ*jb<B-NxvuXCVgqN3={xd2C4<#L5^4xjq`&X|Hy}G*k
z;)M$j`WN;~?%aMdw8=?hW<J+Kl>-*x&nE?*6F8Q{5yX+~Xj$3ks5s@kX=}i|#0{Y7
zvK_lZIa+UAy?%Z1wryfFXU^o(Q7k=s_G}kJ*ZlW8pUa7eh$Q^|_4U+$r+3%Z#jgHS
zf0);trDKtR=f{lPT;7hATn|@;t`3NdTzN&b2{b9)@atO2X<6{xHX<Jzh&fMilHfjd
zvY3Z!Va+;NJ6<I4t_Ey9#Hv-RoV;cV90IL1ShUD#r|jejE{YSIo10JN%-^<d!XDq*
zW)HXB&O3a*{$H`{k0UyZD_*n)*r-1;F*SAcP?Dbvnk95+MafJehav*}<|RM*|MT;Q
zZF@UAx7hH+Y!E#BdH+P4x!YGP7jf!#cy*|t?Sj<0JP{{Hw=*x^-r9P4ze|X}x9FkU
z`TJ$}|2V3z@UQ;I!}gC;*VnlIjMZ*g^yb~&-J%DD3)9cfdn<l6!D+=gwIGh>{y@mQ
z@)Q<{=dVPZxDs{R6j}|$rc8b=;rhRP)&9-R&+GV`r`r3?I~RQ=m}{Y{f@aIMhLY6+
ztAbYSZQHPG*RB0`f<>J+E(z&)Y<%9PdG-2zQr^>aW}58QV0k~uTQ6{0OIOvS?`LP5
z|DHaxOVYXYWJYrG;!m3++O$r6J}BvQ`Zz=Dg`y>fyrB8=V@U@BArU?C+Al7Hhrw1h
z^Mcvp@6CDga*wO+Qh_LzNlqEu9_HK&#b#JdR#)-mm>tH^FK@q&W8MUd!o3U2cCHk#
z`D*&r%6TmV+wG9F*VoogIcTtWs&UJt<wh6*{LIipp^8c5(2Gb(&6BE&-7;GBX6ra<
zaAcUzy16}nei84&vdfZzZuNf`?s~mq-h(btZIO*U+fuH~I<v!^t2MxAJE)*83!nc%
z@%4ec6dCJ=DGTd*M9&>L5IH?*&xR07qt*#d8Q%p&K5DjXTyQ3Ng2NZ^+^$j3B&Up)
zup-Wd6RZqZmw!HM{@c9%V)wkVwt%~>A^I%`r}cLk-AY~jsQhiuLet2?a?r|$I?a|z
z47uy(eS8@A<V~&B1C4!aYD!{%_BW_cbvhw^`L+#{f9rCAV=Tt}PE3KIY2Myb0ghY?
z6=M{+cbB#q+&DAu+rNg391nLspVwXb`kLndE3vMu9&gt?xU;iZvxTi)sr7<_L2V(|
zLKTPEtDnEClzDla&&SH^`}1kZHK%w$_1QB)55*qN1i2O#9-##SQY>Prg<OeK7AT2y
zZxyK1I^R6!%Zc3o3vRdnGu$bC+1-xI`$#ir>ffqW;KPqu4<)T1sasB~(`*p&+_Z4@
z@@?|2=RWV}jY`Ogl4R5SJ?p<ISE9eig#3HvP22xvU-|#*e}&=kZF62Sum7FQ%qR2y
zsQ)zGBTX}Z8d~S=;X5LEsAA&tLQe$?My`dn%FRw0yw@YR7hVjzZ*{)ga_6_&bH=yi
zrcGCOP@IzDp~zzNyT0$uzuvk@vc^%26{;uO*1fYW<M`SC=lugGi(<K|yj_?7OHJ<y
z;>eZmU}FmA;60EODAd6SGJAq%%e8{usRIALzOaa5Q{yrJ^=eayNO~X#Z?pFUE)l1b
zPj>imM1Oy9_xQAfvn@qgi`Q{1Ft)nU_iowq3DKJ*xTpQQ_&@5`g~KOa?iJP)j+OYX
z=Td&Lm>~${h<Qdv9an_q*>nviPVD{oa<hG9@9a}Irm@dFFh|kGb^YGGviW<zif!7o
zDIlsUYq9cILj!|`Y170y_}M`Bt{gnOOT~f7ifLiXhYP{UFKp{xO_N(F_j%upwmm_0
z5`4$noifg@6w_ARvTSS5BR0^WtIn=aj>Cx;xfg28zFx_E$t~U?|KMT?-~BO@vfivx
z|E;%pqq1y;3YTK5L0oeGaaBe~g((7dKR=dUeW($;*;06E_nY6BE}xWKBoH;(mTRG@
zjHD_g@388=L=1kuf1Pl=T0;JvTi8XWC24bZUDMwELg&oSGi?lVB2J%~HM37!pZImu
z`X7TVyWLK<OF1Fyq0{s&aYk8Y+eE*DrZlvV2_{cyh-8}Bvf%{}|D|H)#pN=e5|_v?
z5NKQGr)XlW#QZuCX+49MW=p{RlW5DLcs;wFGIA7_?z`SOXa3tjt;$)yA6i~}&u>t6
zkmu?1jhnd)KRotIZnW3)RWxZmyUlA)+Xb^NJU&dzI9!AdRbGvI@@iUZ*V84ny22ud
z4322FENgqb#7hKeg~lS#3QqUa>R0!ERiE&`H~r8t;iMa%XRrR7DphaZz+Y$n;{V@O
z_P)H4^PMtmLf1CuKUjKAo^`E-a<QOYbkX#W3*@ga5SZn5yh|m4n~`gwZiFLbdBcX<
z4+?I_de^JWnpLWHDfsi6mpY48SU}S~Qg^ncg!DHXw}6Mtg4XYGEn3177T#Krl%?io
zXKwt!_54Z4C3{O`suXLUuZuIebN97=b#`@vZLR><!jC0^9KFWLyg~(9poBehu|U*e
z(=ewWM;6u}+IX+(aPPjdd-{gP>rWNfhIzz*(#xFy4u8fclLC{OPxc6WGw*$T^r`HN
zEQzCw=KCI;`CsJMzD5zJ<ewXMmn@MyRB-&c-r}<K_K%Y%GPGWpw+6J_L@HbH%onkP
zuRCkfe;vHY*W=&Q;FRGzPgoOFbV`HP&(2hQQu~+X({$-*BdxyA*I(Z%eDpLiCemE=
z==_r$l^I+MXRf&s-tLqkAMK{bXv_jySL?dYS+VDg#w?+YVuvb&*Sp63TGQccedV7;
zm3yBjqT#U--0%?I9(QX;q4KI#t2UIp40`(Y*fF;?pqc#exVUvT;o;%!%a*CFiQ1}_
zQN4TDt_@XRvrJ4(SZZs}&N2<Sxug%a7U16xLF+j#pn?07pmo+~c@+Pfw!B>V!S_55
z$3&wy&R(}4EKyyYCwOSG?cp0=o>XUK$sf31zfQ*coTg#(g}_oJPQ~}mFIJRn+Nh`C
zptwc7Q^YA7+;BMqZ@4VC`~BwTW_D21Wy#A_|3CW@53}Xm-6cA8>Qo6SsaYz$4?9*D
zX*>zM@?6=3k!#_T7YhV}IL`7YmbP6mH<mtZeukIhq2;aq9$EPvVI1;xf0h4i+!y(B
zvpVaKxBvIt;Bj)l+Nsi#<Yum~|AFc6#fyPozJC39>`UJ%6Y1BW$?R$)SH&%DtEF2F
zq-F{i?MOb(x8LAi`Tg2cx?B9_*{nRn!F4ctciCDaW{otSt($va`7E}YtYPG+*i&Z{
z#IZPCbc+h8qD$jY-7H}D{~hO^iU&`QJI!diwKRRU<BJtm6I%>o(kpluE)F_-%&G;H
zK3qWA_m!KXNJ`6rx3{)>|BTnp(=uKAK~zjE>GCpP&<x(Zx?h>DO#SlqeP?HzC;$ER
z)obcp>+(m_qWyAzsV8mQwvFwKT@c4&`F>FK9mr96oAczwPo7^>#GFnmSZM@kD9V7l
zUETZD-TUQ^e)wRJc5cqgct7DB%azT$&Mlkd;3Tv_;MQa@&_ay6S}m(~WUg0Svu@ot
z?>Sc88Y%$>74LRF|FCs^t?$GGv-9^!R)2rTTlsgvj98H%jZ<PGA{w0w1l;W9G+Qoi
zh7<(ctrv_M__#&9IKJK$xE@wgUY`8%(b0eQ8GNs`W_vUBfur6R9QBbLTU$aBg|B~K
zIs3?p>w@Rz*+y$>t<x1*R1RGbDsX=F>~kEPYgVrO*uG}PiUk6*WST^rCO^26l^17Z
zg}EA4G4ta#;bUw;M)_LFJyWc`f;sL^bpLk9mPMoG+mlJ4+A&4Y$<cfN#hxnJ#KJ<u
zeP5R9YkGShEl#?*qM~D_(^tzv+l9OSOfhaLO73^kIL@CZcIa{b-R@`C-+vNbwJNh{
zuD~MjL`C(1$Bag$-@i(KXFUA(z?R4lajEBfUmoVQ|J(c0HFEo%GN(^libK9m|7O$Z
zUiMGDt&P3l*P6`*>1XR(a_rMNWT!@%T{{SJl}f);25-1I*TM+CReFCz*30v3yVzru
zt>LliwEfYy>PL7UZOOd+=lo07fR3d%CbW6Go$YnxT4<T~FDg&$P~Z3R1*QL+|LxP;
z@h<T?=ffkNX+8Ge18xL@W)gzdZwccFu5zEaYrnH)-mTZ_6Mn|OS6rGe@;F^|(f@kg
zpn3C8cpv|9vz0M-v4GdS4TUTI-7wyN?3}p0Wq;kz%judeg(sN#J(;4IM4YORF}K26
z*n4|hrcL^{uVIx+m(i=Ynpd75S+j80mXKP%935pj@%S3Us_JUZ7PWST)(a{YTW8H~
zy}%*0Tu<`rd4aUF!@*Tm3Deuz9$42MnI`G<wsF(8J<V(4_k2D%oris&m{6?|N8))8
zF20f_Y^f9G8#WqqAMfQkyJLDTcz;OPQdvz+xihni^;!+yMJ6&&nhVN8f{@j4ts8Xy
zC#5X+@4fM(e^=bW2NAnLD@Ej5SRa9wX>`tYs^D4>+<L*@dB$9J|4P>f886;9zCU4i
z!_aw!?S$`J!&0XO)bgyeQeWBn;p*eKn%6V`Ea1`8kUV_t{CAIeTRWrYdb<gmo9E2j
z%@M%y_M|!}I5vtoEnW+&Eiz1}`6qyCizlG<5tE!x1bj`Ip;)tBS@i$6ws%$M`ZaYm
zqz>Eb%NZOw<Jqd&;&)2y_Nx?7*lq&N@q(7~U42&XeEUFkn{@5R%>O+rBh!%<^l>S+
z1{85fuA0Z=l)=$)nk$$ic3ME0dLm~4$6HTcuxo@+1|%jpX;`-Kgf175I`nkMArYtJ
zOM7_BG(a_8C#c4o>XgCj?$$Yvq1B)&%+VXXjK=u{XjQ9XOrN%oVoA)Y8wu^;lEDI0
zGJu+YDN|l>25>A+cU8P1@S*RT^8U?MI(s*6;l3FBV~I-Q&sX=p^-s9=ZKC~!2Q$UH
z|H@6hFPs=GscgGMKx*OBJ)1<Fo<Hr;EmH$Ip%TLhB8M0hYj}Uoz3w7#i2FkDk0~Gn
zBiZ8}uQlHN=O7#ZYu=6j|F67P?@xMj^FDLtOApN%f(08oCnhfVtzwX?wkQ0q)_nnC
zLAPD%7k-}W*#B&{{X56-!y00LbGW#)_MH0sGT27LMqO87*Y($~Wo2enRd;qPFXx=Y
z8Q<zO<AY`rbF7oXB!P3QJ}FeMQeUwB?E3!X4arQ`bI!TET=Zc3u|iI{%XdMI6!8GV
zFsF)5?^W8|+j-5as_vDfR2U;x(fV%Ell<B@Psl0$l@3pOoo&OS^gWW2&iqL_x`r(Q
zX9S+@+bcY;QI2Q&+}?kmkDgiP$8or~*@7$awfEtQvdromfmV+%@x**xe&9EIAcv~|
z8;j880>?OQ_-B`}C~+oQD2N=oP!gi3b4tr;mimY8Q+)^ddVaYD+U}P!E@Il>;Jb@a
zV&UP9LWkV%*NDiM)@^Fix@B``#|yVPVHHtZjz*qi1dXhCE)r1NC(tGGeE%ndJ-NOw
zcD_*S@tyzK^V-q9Y|_$y_ILm0TeP2Dv-q5w*E^A?Kc~#8S@Pn2poV4MqP6R|60_X6
zjM7=^lx^*78W##bULfG+ZT#_cAcwHMd(J{@P?K@ZB9SG_*uRx7sAbw0SkPv0Mj)Wo
z;Eu*Z0XMt$B;A&qFK>GIcG|qQHLz+Zyl<h=GO_ptY#EMlFh_8;pVIP&k@aOq-)k;D
zEOCB*U+0$K(=x|CEl*zX=v0HC0rK*aHG=LZ3zN3((rU3>UKv=I9p*6O-?BoJe{~H`
z8De=%*A@$?B?R422^Z>6Y5BZr?+M+%6{;tXv+&uPw(S$sljJp5uyD>e`%)-dF(zOa
zL$Hy5EvMYOjsJhtec|~!L+H@1T~;0Y3%73Fdg9EPFY;-pr|F(LzdCGf&_D5~W;r(+
z)<$n%v}x0&_`LJ;Yz0!yA<KZC{#>_C4|Ip(%GJ|krKAoW>y_SE{M@fTwpQnD;T0$C
zur(jHD+;lj@AFffawh8&*Ta>*scJTt4JOr<GPw4y=gm|;uP|@+sfydPC+`2faKla6
z*->rtyz}@poE1&#oOpPD6s-9<`L)be!A+ZNHFPi6p3VCs;2HS%#l^)I6(1Ci9Y3yU
zw<fOOAgkxa{Ox5%yYqGTB<HujjjKQBZ#b`PUbLV}$$pKNZ%f**3q&2h+Uulof@9%q
z+iJ6Eda<h-geGkVwRlvxW(prtm$S6AWNZ@a6<B2y5fk%f{p}k!R{Ysh^wjHrVQWd(
z<5fi~uL&Q&%DviD()SN&ONNZ<dI7a>%ZyeD_@$&Ir~G=^c*x48VasH92gNBef8@jM
z|J+mf_xj$o1qba+?YaMNSao9-^G=&nzu)igS9b5y*!!izX2+*f2X1ChFTY=U_w?&s
zoSDk!Ti=G~ACxzoRX6kXuXincs*?ryem8t?3pTuK-8eJTF8Z>w;uf~`(X9a|Ztg05
zJ*B?2wRLjZ_am?QZNCVt+x^ZewXNXqudn}Z9>{1hh>#4mxq8#}<L<h!KpXL#Z5L<d
zSSf>A;QlAITjcMTDXGfZ`9EO)H>Fc>$&V=Eq_zvwXSP4QDca~{aih7X|6Agk46!P`
zy{ZpP&k0D`EB4izG%f#kLvYKZGnX%YJSyGQ!|r=Xs=2vY;QtY2RaMuY$tT;3IafGY
z%&N1jnK!ASZ%MBWfB$+`kwZV8nn$*L_}9m?#&TZszK_9c^v}p0et)XkP_^`s*bfn>
z><zm@Iap;&UuL+vvii-lku>1eh!gHt^`542+HSgT^s{&_sa}Cs)90_cDX?jK+1n^r
zmZQ(h{$2{+I;W29GP18a_nuy1<?NyOBv)O<zc5UlF_`6(RldWm7u*u({%F;#Y+Nm3
z#3tW#{JUZmw_K}$n_ZH>f@Dj8$Adk8T_rB=ywBgo{_*gm;CQ>pzY7GSoUfd9T5;|O
zXV9(Jj8~s7GQVGAeCqV+zmHbvJrr?@2o4q&*-+J+pt11sxqqDuw^CQ#YFOBEY1SIG
zGVrL4MoZ_;l{~EzzAH|#*%~>QWeG<B$I=fs<18gxKJ+r`Punx!zVoSRu-nJkmV37u
zEE9-ozIxV4gQIiifo02<d0ywpa`oN4Cxk;Oonx(J^uk2}9I8Jdm6k?M={ut=_1I%-
zjK4v3b8@!plN5nN&CYT$H6O0z_1rqH+j@A%_bqkW27X<Rid)#Sjkp%hn0tF)?QfNa
z>}zWR&6+#iI4XG;{`}~!XmZ|frKjQ&0WUs9u7$k})yHfst~}?hZn0U<|GD^hP7bTH
zx-uhIVp6)TWJ^Gb!x@3DnNDvX^FQ6YLo5HvG?qY)wFhVAI7wtVi@#l~_3iC#@sHp&
zIe&gE7MPXpuJ~pT+rAL4g--+)3EblN@FGELp2bAjZycMAju));y?*(|4bwKi0w$3|
zNBjadaU@=^;QE(ey-ca~@*cZ80R~N{i{4IjoLI=U(Dbq0%@%_zXXcgN%-C=?p+ep%
z``GLbC&ei#CnXOZ5j(`0Z*^?>8IBW0r*0So?e@3Intt(14L{d8Pwp4TGq&^3<z2kT
zuy#iA3@44BY{y?M;|$>NUEJ+?G)3^xj00C>TAVU?KSpproU_RC#K{w#H-0F;bvH0D
zN_chbi(vC+hZxWx?Z;pa;b@M-ORsxwpUZK*Uvhfd15g)V<I&fmU`fU&F9NjYW$@ZN
zM@+M9%eHXV`001z6=;m)h@7y9Q}rija0kEjLdNR+m=a|_ZJV>mtta7V4ol}5cec-6
zAmFv{;Kp5<Od?K~UnB)hbjsjQ1GPnxRa^9Bsu<O){3P<eq<+>v+_UGv)$q3F4Ngvi
z3k1BDDOa|BxYGMl9kp2faO}&ZWbcsYdW(w$ZoAo3EHyUHneg)E;~gssBHlTy@ny0C
z1-zUP!htOpW?eJtk_N3D+C1ZplLX)Wh+C~MG;4w;ZP@v055MB{o>|hCYh0PG37miw
zSDNPYzE^rNH7$c=^}Ve1M>2k;UXz&+$RoHwK<bcaX(CtRl@*7?mLTl{3B54sq*lwy
z<oAlp-?P`Ltz7(jg3-m+!uL)-6@GWWXXunNvVD3tNhN39F0GclNTXTBv&5fnPh&ms
zB45h=@q6|iD|>b-9*R;)&}J-cGq~ee#Vr@wGO_=L@B)Ebhv$Gg7sx|YfgFc71lj*l
zImIp$%5iw<^x3C8`0B#c8HG4J9p);|`QUTh#p}VQ)bl?)8Jy=R_B{TvP~aBxd`weh
zRa)j9luI!&{SiIq;vW8a;5H3!{5O%OmGNbEZT_n{UR?cA%%A+oMc8KgeHQ<ZGAA!8
z#>eh$Gl)@nXQXw0rl7}xET%ne7qS*zJGNLL>U3}~XumC}6@20%^9y-{eLwHKOifo*
z*FHb%oROE404QD+Bd7Pg+NgSqXW_oupX+US@}q^T^mcJ3UvBQ6mw#XTgXx=Z;a}^%
zRy%lgJ>l56?N|Kz?Bku&+Y3|ghKSUwDW??ND?1eRuE&kZjWd9wSExI;l53&u9#G2`
zG_d()-qZ|>i2NNF?SFnV3pumiD5hUjXgX*b(p<zzq4q`MlP~vP?r+<$`-LUL%1J3}
z*ZL`LnWnyYA_HfOx`U$68$l<<E$a55e(kX+j^$5$U3Zz=COzI=b=%O&tjR_E5Tsoo
zwK{CAQ)=qdC3U$sH@Q~&?KyW`6Vz*%=zuvq8x?IUrMTr=$2XV9JPU1OB&V{hQFBn-
zGHb=wj~Xr4K7}j>4IW5kEB?8|8h@;3rLnTvzoXax^$5!z_u)>Ajg>Xaxnc0qB6@os
zuU4L*^p`@$y$=F87OQ^uv;^%6V>H!hX*hnJ=ll&p`{^6Mcpok2#p$b60%ED6if1Q_
z{iw{`z`S^0V95FP$9iP$U9pK_yQ9<c_3PIakd-*qEYgw-MVyqkG)-SB;AI4!JPIr|
z=U8|n;n~*PyD$8|XmKk4<RRDZVr@%~XLBT*Y^abB;&5zmnsLKfd6Gby=u(By?M->$
zw&R0YXJ=}}PKlWA`XV#F+CqN)xAypzpMTtui<x7bmboZIkw<)rlZ0fY5!b>AyRKae
z+pn`~bIs{#x`!_<^<FqXHY8p2`<t81vt~)zUwQQ^>rUP8w>v(cvsSFDd(g;!;nJl=
zf7W!Zh*OZ3mY(`_@uC<{PtGH+pFVvWa9cpj?}?Aqa+cNrqj1o?hT*DrZ18bJ^|I{h
z7f)qH4oUFp$hEO(wDid^gNAjMYqTtUDU)U2(m0WEsl)jKekp6|iL>W{Hm?7jdTvG;
zThXN=8Oyw+t1nVSoDPO*XFYm;b91`3k%fs#%W=7Cp6l`TdyO`0JSjNdCwpU0r7;&5
z7t^awi&ZD4PMxYLq#-A5p63!8I#tNOTITPkAjKKk*Vl!f5)l*Ax~|mLCA|8hK=<PS
z4pq%y4pqiuE2?Z-3UVqWY|ow*`2XBzcH11uBJY$VJP$jkyZ<?I?q}i)-T9g=hEfqW
zJe&a>vX*R4oQb~`<=v{(4}HsgwI^hW`j5WfuXrA=bv<mMdsh6ye0FQ23pTGBWsO^I
zG0VQTZA-sb&$hI3>5o5>^UI%DbcQd!tJCsuonpvS9esWN&(F{E?|j)k<6`voyt$wJ
z&pdJ6oD!lv<JKo9hNJIS#c=%$dHQkFX}#H7EPKuT_8e=MJ-$?+>o#-!oIjxDc|F(H
zL@usr7C77NB*DA%$Mnvv0(_<Aj~@j4C)PX>Zk%nEFP9cyQ|OZrz>(ZElU=cK0?UpR
zla1`|8j3z|!rbp$aV36PBeZeJ>{f$IrY%*D!Jik$Uela+S?}!>Q76OOEB3AnoNC9F
zs5DR3Y@6ntD}_rA2XQD1di7jS)@_mB`%CK<pWK`)KfBh~ux3U^ZgXBJaI0?yyF%jz
z7LArpTL+DnIf_0{1ZS;r(n#YtT6Ff(rJyfgzy4J9oqF)=>+9OPCl<9`_;qpi7vq*!
z4}`N@j&9jpA+gh*v-QF+$4vJl5u6Vb($#0h*UL7`%1X$~&b=~q%^{~JV&aS6G;zOq
zvCLkr^+MPl9zP~Q&J|7)>k=Td5;jRXVjJc)+;07Fy8ZLU-S@j!e{wUtE4?G-%lf@9
zEi9)ssXzPnK&jh&>czCI|DAs;9>0(lu<ncdxKew<<a4jt7R#PIsnzo8%$-T9-c0L$
zUglo#&C34c&DfaW6>}?j%5HZCc)NX_eVt`@TR^qFvz}ycnTYk8Idu~{pS@-e+o1>Q
z**%<hQ0~dq>xx@{v#^Q9^)2-G-RHS7bnlDo+@lL)cQ<r$DyaTgYu+MoE_&0ERnBa^
z&Wc+^^_wR<xPYg~A4MH_>m;#0)@`fj-v4WV|J|=QYbS^3QPIM)J16tKOH<@2<$d_>
z?(W0yjI>;Get&!GB_*yGv*OSCIOi2!vChuTn`W=rbvi?1qVcZN8m$*R)B8_u<5Cn6
zpVXC^u`xJML-Eh)_<u$(IpTjD5}%@(YbP|@;n!|`<=X$<|J=UatyrG>-Bae>>%%9T
z*$u5sTDCE>KaiIHE^l6a%S7bdyxyKWF+TI{?}ufqT)FbZi4zA799Vhx-VX&vAq7UE
zA1w}LWoB*d?S|_r`^$vqzxuxELs9&X=;S|7*Eq(^`F--f#_HeyfBZZCS5aI<|G=G<
z^WT_cecgCROyAtxTrKw3OIz)W1smj^>+O(e{drkQ?(^Hf>lf_ae)dc6OJ%tR)<<p%
zFQ@moSv&t&EdMtnXwtu@@&8zrXZbomn&v8Jp~L9^`2K`n2c!QPEe>D1!IxtzuVB!P
zpAXx+WS*U!(fH@mr5UMOs;aC`T*r^C*?T<XjMV|=oqY}GpEn<WTo}9mhGM#qz-o;a
z9>0#OGI}*JHz%}BuWni&6uA5M^{&7gwfl4bmREUQzFca4aLY>PRRU7H|0n0?J0Ja{
zwfJg;T_dN;UV%?ihgjt1=FG}uiZRNPlGUEXz^TH>xLse;w@GBzuI`OdM!WuA^v(G5
zBKELO_?;iMQ|6aVgDl^e6vyG3wc~WgBffxbXJi;b!<B1XnN%jouxPZLoS44+n^Bn4
zix9h<?O$0mTK4cS{JOYH@UdTmlf-wC4U8%dOq@OqPBRXiOuX!%_(Y+@l#y$pO5r;r
zEzSv7a}^yFx3FqAPh#NQ0UAG7?JUVO*J#o6&0#9<cG8$B1DdrB+uq91dO>Urj~A25
z10g06r|Bw}mfl?;u*+m4=N(<Hg(*cEEt41`?}{;rI7M$T(%_uX;LQ=h5j)9adYN*V
zlZIKC$>!*~#6-nQmoCM4*<0>*Rh)9hx-~#ZVfAgN2B!?}Fg8_2p#n}uu7%!0FE8aC
z@#2_Y|F3e6Md2ZXqo?)v%NVDfF+grScs8ubgUoD6PGRvl06Mxt&vS|QZozEDGbc_2
zyo;52X=q}?Qs^Jam8cSQu6nMM#!O?}KIzyhFt6^{%M&M0c6xk1F;V%&`}fm@oHqKD
zetmT{BO@cAFFYt{(Vc&5_w0%J8T)@%Mc&z2rV+bJG+QR*-Ps{%UH<ON_R^zWq7hrO
zrvCr#@exu<&T81V>f`HIuQnteZd)LurKPo@?r+ta*xg~4ajB_G_s>}o9v|O->sHj#
z-bMAfxw(vgg;HnDnl)wDEwhe)|39?bABio$+d6I9v<1iG_SIN|CQFW-KXc~G^o#e*
z^pid*i7XKC0xt<mDUId`;K)6AYJrLalb)i3Vu`0x>@D8yTnn|bPfybgX7RTPvAngb
zbhT1smSpIzEv3_RA{TKahK7bVD2R!RYcCS@ttqro44Q48@8;;pC?zdDb(hmOC(n6W
ziNCh3JnXOE;w0tm?JasTEHzZSC2RlIw*kqW-@uby%e^*L_)eK?TV2MmUDmqHXOhe2
z<t(iibawW?4&+c}+_X!VMWba~LTZ4J0^@Xn1p>QNChEOyi*60j_PaH6U4n7Wtw@W|
zWnt@LBo$g#MXXHPl6_t8zfbInAHTo7<rZ)%y%sq2Ov0peH;(`B-v8tKe!qUdQMASp
zzc7xii!{u>3Ko7fo@%t5xiz3ojsbV%7AzKM6VjjPq-dRV%<s&l&i1&nD@!LHYzdfp
z()!&F=GkVspU%r=wYQo5dw95A{j31n?1|iJ>)p~gT;;#LyZbs`O-s9Fk$u+eBcDPy
zwuI~s3Hug8An47x7e?r<ik-ERYoS)^ubcXBC!K5M7H2ynz!vQ%rMd6NoppQL0!~cb
zRTE-8XN`c<Me&U_A^Po)EPgFr{c5ALuB7Pt)qh3p*|RsFdFh}yW#Ms2C(o)idE$&*
z3u99xr?Yq*;APQh$vd&A`uBr0#Vh(}Ls|puomb>pDaVDc*XP-`vZwCwOplLSjaxvs
zw5^vHIc}oW@~X|y=~f8m6+KbW>;G4#p5a<}OD|Vu^*JW4g({xs1iYAVBqMXKM2(Y|
z?AO1$B>Cpoj)K#Ei+k7aZ!@^!6KkLt(!YLw>y>xkR*E})E&r=#oR-F+*}_?KD40Xo
z!qW4O30I<!`utdRMxhSy0xv=CBNH2<TMcH#IylEJSHC3a$+5Uo-secmg{|ARvAww=
zna3=%vD0@&tk+kk6<%|8%x(Q9CMj~rVqQX-%q*u2_RwQfKx;8oPyAAGV9HZ-P%J4f
zn|t4UJJ-S!K1+VHoZ?6{`Pke!Lu=NeeO2rC2RLb*;%L0HuXcC+f|cG;S086j@5#EY
zvTiO<nY`26T8YE4&MQu-PVZ5BVCkpmb708^&jkWS0uvZGCpcs<i8%H3xu^+bD~g!A
zU%$6ZQAE1%afzb;^!Pf<v@<g%p5VA?*344DyU;P=*CSAa7H4T>(lya3V@kxM>B|MY
zo^?2B;3{#GR9o`*|1~?}H``7A`TTl2E-tQ~u;iaCY7UB1eE9H|l(Aj?ca0nyoHCeZ
zZR5hNGJqp?)(w_-Vyy;^lMgSO$iNBmDx7SX%c9Xzb}2PSs6&`><JwI(*nWoZ{}nnX
z>cHVipdfi91lo#!YO40eijR+u<f=rwF{wB(87es__6TOkwXr05HaJOm-?9<ooX`N;
z7&Ld9;Wki8^<xrovVLh~#(AWZq1C|eL1l!H0;9XY0s$)}-y9Xr2@X9R0UXIJv)UCK
zBZL+R9Ghg;@5-d|z=TP}X?beTTUAD(4U-vKFZk{1@ntFm*(O{eH;u*PfFP)!;2|vS
z$)qBn%p`J1qVZXxM*|BAQn<(wz#*)woWqamR|d`_9Sp4oZVM_UK#dYe(*#0#m@tVP
zayiX$+Zp6N6$b=~@T!M`N#nwWiaB?72!@7+f~tXSIX4%H#BI$I-8hkfQ^m3oX)VAz
zE~#7JEjDt__)!Zvim1T#{|!zd1;%v21p-#uI^y+n7#Mi}db&7<#OJI%%5sFAS5a11
zSNGou?XWcqIwH<k23c?=syNlmWf7Y10O^4~$j@+fZB?Bl?8h-zt6SvI5&82uikvFK
zj9iIEsk3W&6=2(AK7~g{uH2(`B<1$D+=zWOmit%sKCHONoyfy~)_EcWXM~FbM`CTQ
zZB};n#F;ZWKmP8MwO+FH!ds^d!MZj@P=oC<i$=?`iyIeR=5*QY<39CRTN~Tb-O=0g
zzMfwE&-CN3S*F=jRQrGNyFFs=jo{l-_qWQ`B$V;i&f?`l;cM0F#O}*{|NedP`t|&e
zzD}AX^we@=h}VDKJsRuJWwdp#oX>gnT+^!DvuDp9RqnSD+BiRoZBgvnwQDo-^4bzq
zZdHB1TmJYUyZoFhWr7j+>rBHyD?us?ep#ga_B^1=^5uQ?qdl>^%hrB6di&nqYUY%{
z-}5wn>7NP-4}aXqE*B7%(=k7EBWRg<-M8=c|G!uKe!G3@cd4(6_ky3Do4fi*@cr%0
zM}IvM-{0Xo+f4K7m(@;3e&71`_O|+7wO`-gY(B4be*d3Or~iFFb$569@6*}$<qz+D
z-!@y3=X>0{X&VpKO<>?u5d)1{K5bsxsmS=X|LY`G?<PILP}P*1n^L=;WZEC-$lrg|
zH2>()qh7IlFSH0d)yBSUS5vHg)O=`N>~1ENfZuC(cX|9)T)Ab7$pYJ7GtS$5?)jwX
zc_jR|?vs!+J*y@ytDA7KYtyZ;uea=KV=smU#_j#)dcW*#yWGJS8;{E!{(3#$KJ%MH
zy-e=jg31S9%?xc4D>Q^U929Q+o>%oY-oz;)ENq#_f{Kjwn%DMS2c5#O<_(8gwZ^^4
zN1XTUXRZD(@c!nj-}~y8c5LI%vcB@Y^5d)s$3_2}{A%A{`EGybcb<k~&zJ9w%@aU*
z>J4axL9<q}Rhz?xY>wv6iDhB_97%zJfd|ys-C8zm-duc%jq}mrgKutbZq8ewWOt_{
zHT>1~r%ZVp_$`0=if=L8%DHjTTBUhE0+!zYqk3b~#snknSM0*K5@w%zkzRE5Ter;$
z?^;>o2R8zQ3Je+l{#?IKLEwGtBX7O8)s7n^o!)+`efxX*uegtI^XsE4&tII@{Y=W~
z?e8i3_I&%B^6*eAqmow8(%S!(4_n2Vel4ia=i2^C<&G9d?p}|2`52p;8>T`EjTWHN
zMbM6aZUxJh`wZnJB@31<OAAtNHQ-X@*~StgI;+6A<q`kBI%VlXfzq2R;x;vLF5Ks1
zu<`1#EBcO?_KB@rd#kRiYEeya@MKNJE8Bx(`BtARXcIaVP`N-r?VjZkF;#uWzmp2y
z2AwT<Z`?HFUsc{-fmQEk-kR}Cf7%x730c!?yNX_Ix{%Ql@H=&KSWGWh;*Rfk1B_cH
z{<Bkg|03zUX9LR{6$iyFll79V`x?rAPRQ6(m*)32U<JSEMXrT$o3<=a;#~NzdFro)
z8X-PkojYefUAu7KTCw9MR?ZcFeiSb4+ZA&41W)1$8;iV#jR#d8BrzSlH~Y%FD8-gX
zd!1v}uc=cM_2SrSJUNLo%_faQIW|ndkK^#)+JcWC60dtSusj0Q(C$BMN@_SeW}0u5
zZ1@&eeru`qtL@ibnYKJC|9VU0?<J+uXW36rO+B^A|L-Nmw_D48@pHXupLMvM|M9EU
z>*sCZ3AT3DSfX{~?~X5*miPXgdA>$1L2^pn&Xp5i%Qk~5+l4>u?@S7;z3saHNSknz
z?+!_)+Ul*94|o!5&MV5zW!b`Vh%<4=cbBhw%`Qy}{A$;7aGl|`>!J6je|g{gFpcAC
z_NuFM1HZn%`s-h7w9%^ldQt!F#NL{={MyeiQwS=l6WAHK7RrW5UKV6&dMmVQfBv+6
zJ>N>-emd^0zc=LN=c(awD>)WcWK7q&TX<Zy;_1|Ir*}rH?s}Ts;aPa&g2UaveyuWD
z(*tvTJ|1+9Ez_Jg->OtAZ^y&76=g2G+Yc|ln9Z@(rzNDj{l^4xKMvQK1(gLy5|WiY
z6*xIsgbx+G?{sSo(679;bk(a#b)}svf7NXV?H)Y6-@|D|e)<O4nO9%$RE~9)cvpM<
zgx=y?-#@8HxV=&0oZukC5y0`7VQzbgJmWq0^R<?#{fIhDL6ReYW3uAuH;dnb+R@6-
z7!h&}EIFV|$*AQFs-NNYI0NT|24Ri>j=2+5w@n0P-BBH&P@q*<<tSXZaib%2b=bnC
zOOML$U9^Y^(u->3bx-ktH7*)mlpPd(w)AYU1tn7fW~S(EIS0SJy}hyYby!GP*sp$#
zdH1(wiy!&_^yyQ>3{HMWSgS+8pGo9U#ii#PJsVg&6!=&`XAW-7zTP%v-{0Tgm9@3K
z1rP1oWp(BH^~Jk(Nv#fF9~PypvT5he$jW_?EeoeUE3FgoG(4;^?>1zq;)N?$mYi5#
zu_j`p)6A(N{p;50sXoiyezy%YO!)suGNf0#a(++Lx`hiJEB&^(+UBj0xb^r5qanX1
z)KPt)4yMnl8=x+o(1x~#3EQq+yT&k+TQrj6VH>YBlZ)S!P*=lA0$eA9(-lK2qqpVE
zRH}LPJ~ubF&N6iR#&z-g<7Vy*InB`-l5Vv1t-O>}&=R8<p6nHdT+l|^4p4h<Ze{9v
zP|8)%U{nl9dbV!IjvMyD;(Vb7AB~k-lG*~SZ!hm%eritGH<uj6nn#NB#GfAJS!}gh
zW1jdW@Y#m(iHQr9T5d^X$$vfmYyzZhr@$yQ!>7UNL?AePJzW%L2&_84(%a12%j=JE
zSs3@ivdEPO)=jtEo0E5Y+u8khLT0ON?G-tsBDLp@7T9eKNWEDhj~J$h(|WSf?{B#-
zkTt#S)l%I{rY*N5os6AUoD*YHmdf$eOy>|Tf3q<a6zL93o$d`zGb$_-yFuPM5XR(m
zDl02X?X7_pU)FYkS&>Go?(cEqZg<Lf9gtW6PB@J!3J!`sO)8taK?W>P7kITz_#)TB
zy5&KkXO0wp+1<0sxaDGw#Nz(d*CIEibpE$;GGx}6Hc2mjU(8Ff^@>k^sDWB=LJEwZ
zSu|Rn-Q1`K@`J@JhYiw~v)9Xu%;hfSUHEI(jm8k0BfM|-f9%bF(8w;wA>j0Nmy76>
zZ~NMR-S+G-`t`W`dDGP3eC>mhPVW4UX7fOq$wPq=)Ua0I%wYnVxue&?<oZX}$(Gv-
z6Y4>}10`0_Nuk2F&N=cR6&4d1S}!zuCQk;X;|7*VlNeeJG%ug?o6NvDp<yp*&EBWf
z60oNkg*J3Cv|iAf)PvCg=Tml2EQvUDBL=Dv9;u@`M#Bn}MZlf4A(u)H{Aa#Z8F_$J
Tb*>r%0|SGntDnm{r-UW|olI?j

literal 0
HcmV?d00001

diff --git a/bilder/evaluation/auc-pr.png b/bilder/evaluation/auc-pr.png
new file mode 100644
index 0000000000000000000000000000000000000000..c7f10bf66d8dda0a8a05926919f5eb2e831fdaf2
GIT binary patch
literal 52848
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz_f>hje&uo=JeE!3=9m6#X;^)4C~IxykuZd
zVDNNt45^5FvzK>5%+t#EKTG`2x7)Gxx;6X|aAHdQsCxUT#POmBhe|unZt@dpjoEPh
z+|#@W=}nr2TRp|pw_ajx%Dbs3zcgDlRix`~z`l)!(t0PZpH6Duy4a!f#-@-X9ug<H
zezCNi=@9%iga4~f{#?1OcP_u0_wL%~`la8`{0VvLHR0UP`NehTi+7!0fB*ZO$(kZu
ztdIFw6c`ve92l4c8W>>A^r;SPj`pkn+_Zp+z$F)WFgPw3#MB}v;BY}%gK0O0Spp6h
zUZR^X(BQzrBJhQy>wq4r#UN`0N~%yC0}@jZU}R*mZBp964d$U(!ZKG5;c}R?ivxpW
z{{oITOc)+ua9qwl>ip5rhoqTdo_H3hZb&;Tb$d(Z<h5~oZ|&N(Ys<sXOV`#$r}x`_
zo1uDpu6_N!l4{Rq*6;TuYlp4b(AUS8S;muCTU)!W=4a9EO{w06<zee$GQFqibS7R8
z+RQJ!*WIgC<LjwQOTA~mn>g3H{MM$_({H%re;hhldj8AvBQH%tUe2hls_ObJe|o;q
z`F6Rg6O(G8Ma&Bhg%?)SR2&m733%w`?EiiDeV_Ic#id*2UR>V$K`)l){7mEJnu>gt
zYtp0kO-io(@vz<BvF3Vg`AJsAu%9cg$8Y@m`{t{O+3WXid)1%t)P9#neSzbJ%la=o
z*V}zOA{@59JnOGQ;M?|Tr{oK~?7vO@w{Pb8bx+#wR=?Z%d`j@2Yti|#pXUbrJe>5C
z>(spdx0~DkHZriB<6&g^d!`^wTVO^2%dy=aUVJ492?xT~Muplu+idu$d%^s=-J!oX
zE)03kU;pFqr7AV?!~8ZM945?UU+%9^n>|n0(cdF<^2AT_l~Xn~Em$6X!Tam$H*dB~
zkFUFVZCz~jsTb9I<=<x2exFjcF6fwdrRRDxqs6OKUOfFBrn~rB-Lz}@&)gfo)IQp9
zT%f@rgNdUm<Iof51SX*s>JPrM*qKbaEc)g0-SwSjO>w!q>b7!Uzx*^bir?|OkWB3V
z9FD3>%I0?pn)m+u^*Z^;auvPsxXPt_zg+T8UN)t=U(C^e`-17`zNbXhT-toq?WDi^
z1@HO3kN--1c{15Q%7`oO{j}v#^NXk6&wTtgUD^1|p65)jof(*fXEQX}ZG3(DqN9RD
z<E0MQt$`Ds+@DwZZ00KQcTX?#YhTyx{2IRRlj!f&`+sRy|NHs;Z4<Yih2^2B+^C0-
zj&{HO@bGZ*wova2+RO8=&)OF8_Rz*#SKeRxH=X70M0dH3`8AKFkN)-hcV*VG$kiH4
zyAS;R{asw#v#<8rn#i(~s?+Bf72Q3vvF6w1`Fei-{zcmTJB#A8{@w_9>puO|%LP~a
zwukvn{@t<v+t&5HH*0?Wx*8F3?{WM-|C70#OINNu`QmE+|8M!??{odPP5z@fe_Q;n
z3HrX<b>F%?WvyHLa^2M0=za22Z)?SG`!wSe|Gquvk6UNXemSw~tLF5c%P%Lk<Qr*4
z*2R}^I@^+cDgWe~j!*U4vf--VqZap0wXHjAdOadP|GnnSrSd%9&to^uJr!kE%wJ`j
zxAj$UuKlFc)pLuNetvY2U4F}x`laWOezcox_wQqW|IE7B%AT#uVy{bu`q@2ym3nPe
z<VvyLd(Ck_7w3Iq_TT!v#YFqX(mS=kznPji#l7d=IBh}rJMpHtewF`xj2sml3NPfU
z)^Im^`YgD{>a}(Mdb2};ubV7)+Hah-X3DhxSC-qEK8t&iWfb?be5>9gt?8?`z2ADx
z_uF%J`yY*e&%OWCH`QfP&HmSCjaKB$&FWc|YErFpvbEk;Q~&;SH`cwkGy=DldK-nU
zUAEQj!s=L+@ZXLrV#2aLJ&OK3RSM4jRl2p-|6B6mHs0i4Yj5qF`riHNwpX?`8^Yql
ze`jQFai3Hwz0!Z@g}HhCHP5Z@TmBR{oU;4mTHWjM^?PeSG|SsOU6^zA*UoFj@~hs~
zZ$00W^=H-G<Gox}%6E<le|f^*ZT)`F=O>4ivTON5c8l-6RX6?miap1(eUJY8Z2!Ob
z_hI`#hbJo^y>}*RzWLd6D^@<azk(xt)4DU6&;DdSdA;l6-&J4#UVrnvPWkr{BY}nk
zPm~)L`0txld_-V^;0m?lQ^hToa!<RtIeq@82^&v+JwAI@T((sH){DPR&52UFabn9+
zw`J?EM=iUkdFQLdRQscMi*<TM_FdaJg}bP{ynN%dsf*LE>O~!2ow+r6rMXe4-K%RS
zm=|l!{}G!#t7P%z<*To*x>k4Pbk4JXH`1z>Toc|lTar~~efX(rmB@8hxR=Va33=AO
z-}~K9@QYjhpOxGHKQ)zoU%c?o@riCMd+(L`fA@TK^;gZFNV}(-`(Je?Y(0PV)UD7u
zH?zr+?>{fQDEQ^nt?NQJ)7&py-5z{Z=*ubj<5_Q?R~Vm``uQhS64XrNWMr9Z*TBHy
zH``%r_smn==cB~;o^;dJ|CbfJrLX+rwT=bXcXh0vGB2tr^1W&LW6mn0x4UlTGCaL-
zeD{epcgoLiGzoeUrF`;a;S{$Is|@v1!*Acu3XWWT)&A%1kH3}{-9Oi|z}zTz$GipM
z!n=ds@BMU2o7Yxl{Y<&cEp{jER4!kcEqeZxm5S;8jmhpCS;cfB0z^JXImNt<S!MG+
zYp(xP`--0L%pR%orb;h*i&lT%bvSGL;gE9*lKvM?*GH^Szs&jh6nkOVJ*Npe!F9hq
zjAw5BR=nr)mQTgYruBrcF3xaVA2$2bP36aDCur7tq$$tm?yb4EiHAjjp)rd^pyU@5
zlYm7o(^j`9r`&gB-8~+CE8}Nt_TKJ;S>HEb6aMlf$!ca<bX|ScQ^x5>Hh-#+n!E0W
z=$DVnx~FmHZ@Ry{TBlcR=PlNpO?f~2d9Jc7u-X5oY5PsVFCQa9{zYdv>TlGTA5~+e
z{Nl0g<puZp%~jX+e)G8WzW18D>WigTD!*stRR8<)b2-PaiswO_zpGETi$9gGyW;A7
z)qTAjRg3RraaO(j{P=G9ec8{8y*DerSg!qIX|m1tJH^NE^xu8MQRVr|d%pSAI+hH#
z3$L%P{IhMsWzjFEqUTHf-LpDo-L>zbYk&Veeg19Gf0HV|`S0vD$+0LHeB@MkA-w;X
zj3P^ukjDP>&kqhZFW+OfdM5YID&-ebFHfD!yjuOm$>8ejUaRmX%iGE?t}g2~vue6`
zVx!3=j$Xf)>uWd?*1kz&wVfvTrD}1{)8OvevX1(m4#w+~r24&6`+LlVV&axp8HKD~
zwso2I_2i(}Hfzk9;@0k;CF!{S&UZJKy@7eXMVkK$mwqa3QgpizdimMu);(coMdrVL
zY@59J+Lgai+XGtbJYtmRuYbzV>2gW>=e9&i4u=I|j4X5SH88Nmuy~1Q&Hw-BxxZcK
zj+#@c#zFzFnTq#Z-0sG*SMa5eLdfmwQLoj0Pub)4YFc!j=0A@Im8Ow<f3G{eoVB`d
z=|m^<N%zk%FPbI#rAp`A726kEm)y2)iaVA2ZSJS9J3{Q1FPIpuJ<HPkboKIyax0Im
zzg9K%^tI}M@R#ko+|qZb{Jz(*!2I&{tLK(R?X6RDyD<5$XWI2Cr%N;C{mWTwXKDtl
zPy71LasBn=rIA`wjZ3obiUq&@yzkS$4_RA1?N(3D{I~q~tgUV=d;eH3DH3y4p1)Uz
znUTX`feVA<a&ZL)M)Af|;oPCs;<;-D4?lUd_Rq@0UsKivS$XZ8y8ipBGm`J??mubL
z|G7Ek<fK(iac?z`O`Y^i^h?U`t43bp>z@W6vps&vW1;lK^(xD+m7H6m_SD~QefZ^5
z6OXFwzQtO;mHX#};5)~q?|SD=*O334SHiOQn(#*HmEOj-mojQ!oeW<4H*1OeD#Mj!
zf0ovI#7z$WmAGE+_owqSqU<YFB%k_+<hxvuej3*8ZF*4u@7<X@*lYKkpKy6E``)Pj
zDfjDR^Ox+n*Dv?@>Gba|YtOfSl2@D*u6eC$w)3W#OZ*F2ZEyOmjpmiIJs-&j>Jv8k
z@jEau<uR#NO1+Ogw^eRcaNS1Rd1t1^FPK_pu~TBUb@@BZ_c8MMtI~h|-Y|KNn_kRm
z{X5>b^`@t_E||`;=2Pw6>Tho>e@d<XR2{$iuJ*kb8+*b(xIJ0DrEcqQQ)$tOLAI+o
ztA4uX{j`4Q{oQ=}Hu<0nlXFA<{g@&X{WA9Z*JZ`(uftEd?|p7~W%As#>Lqct=e8`E
z{wl0;efidv|E}IpU%d6?uBqF1h3G~9`#Hg8!@525Pt8v@yw_3wDLLWie7F0-@h5F8
zw>^n{oSxKGz4o8SzkM^+538RJpUoOt6<+<xGPvse-wNdyz5f(K*YaJ>idxUs#lHRO
zZ^wmKgukAf8)biH$Nn771_l;2Rz{ZEpeZw(TMisiz3}4iQ{m|h?reyjtwA7%!VBT0
zlVsRg)GQiPwtR`c|10d{)_|oGpQOo!m>m3APyy?lIxsK^H!w8WF?O9$bVx7~Sn+Mu
zysBV1b!PECK~RuG`m70$1RO4?`{`N=fr@=3y#gMFj4ZZCk0xJNMCk}~IN;ZEH*!xi
zJHM6iq4jpDr=~n|`}O<x;rtw-9L9OKlnx8ei(<NE@(YzJ{`Be1yLZ>*{-}66Uzp44
zeqk;{@D8hZi(88hqAG;)ia&jFxlp^+{X*>@9>;PfpNFq%9%gj2`B!9dW?X)ON}WG>
zTG;XXRXNA+ADu7E{c{Oy?ka-j3Y4htH(7U1yl-39hnD5j8q9kCp;B}9*a()yzZEQz
zw`aL~Qoncg=hnq*rEDIqR9)b^*dCQq*Y{_+8(z(F_c*^}`6utkAm^?gb?#{B4sc@l
zVpR9~+S<*w)!%MxN<A&Ltm?yqgKg7oqq#pZu2khm%||G_OIPM|>{|bgW7o{wTU$=P
z+xdK+(#hTLc5yp?|9Yh*-r84wLZ$|r&DPK+b(^g$TQa|(P?@hFxnXaQyz+~EX|r^)
zm%n5-;x%ntzRe3uUekE{!f*D^b6VOdn~omvNj!3I_TED|w`wl3eKF+N)vwvqx8S!`
zhS0jR;ybpzz@pu(_urKdZ>k>WoxZVR&h&pGIY)l!RmW^@WYFZ;#jn+LZ^459kL~|G
z)?AXm?`N8I(UXq#OnqC+-=Ds<{r~-GyEte1EZgC;Fkr>*H|ziNA1-@2XX38Yz9(4k
zRord+|NfVJ+1U>{Kg-K!$Cf>9ITHGQL7mNqb!%-l?7WwBjpuy(`TghYE*0k8J=3}4
zz{0zc)qii_`uz7)y!<xF>3-)v?|r&=?zL~PE|*3xo%v5Ds$@6s`JQr@#qSPUiT#+q
zu*bG&!@qJLW1IKy&)sOh^(x(}%=%Vn^tV5EZvFe+|N33Lu}yp3TV*qw?|XL56fSH$
zto%Fo`Ga4(+OP4P|M}KDGW}Z<SbW+&vFzJd!oFXa_0aN)amwM%ZLib(j<GJ=TNi%y
zuwB(t;fs%E*wt2T`8};o*7?HeRVMdDzT5w3wzpV1ul}QWeWJ6obNbqI(edYR#9#k@
za@n`{-`|<-es=0)rK8Cwefv#~_P-Y|tGF7y<8l4}u2lOk7puB`Pt^Z^_ptWc>)rdb
zZMWs0|2?I4RdJt*v2G&!wzN0%|3~fKF8|wh^XK(5=RB|e_BLF1`#=4q4xi2c?(2=&
z;W2CGv<>w(Q5*h$cvkrG-M_a-*Oq<Wa#4PU`tA8|va5B!Z+*U`eeVCew{xDn@?J7C
zlk@f2{fX;k{!J?>x4%=l{OqY%wX;6n5oPh$iteBGEI0pua!;?%HO56&D$(_yW~L-n
z9}Qx){&!G)scAsl)~#3nGrI5G+c~Xu!Sqm*-0utIU!TA6ul!a23fo^traTI~R~=q|
z_ut-xZyS8)8d>V!c>5yp^q!ro^%kFr|0jPmm23b1`LFe&cT~)~x#irh)4oSo?@3E;
zy57cj)pkpK{qNsLQ}@+ARDY#cU3!~m_RP6+<bNISPkr;^->>JtpSioA|Ni>j+WLL|
zyAy6iE%!V3+19w^N>Tg$Rkw@h>ep}GapvLC?^k2Z?pIC}y|wIWY@U+d1@lQ8=RbXY
z`pf@6?_Rk6{a>25Pp?h8i1qa;zf1pY%rbWV{c3M-E&sdy;=ezK)?a%%bALjc=(26s
zL3$@_XMC;y<(lo5>!1Fw-ErpX&iiY2znOAI=X9j|-KT1gm}V~QdCGTH{L4A{p1A)q
z|F*ZkPC9Y^M0Db$b2C=5r$0OQ|LB^6SI=KpPqz)rzq<L`d!NGZ3*9fA{;|~eg0$}6
zzx=&*4tAd${_>x2GgkjxbhEmCZ^aMg{<><T<O#CB*UVkKSZeR*_ft~+o-KHP-@a;J
z{UgD1<*xE2_32->&StmY>n3Ra(s*5M_80bTy5e*9-b@!>$#J*-Px<1%KcAlWU2@ne
z`}n8Bj~74xslV0i->$oxw{6zEQSd$Z?&80d?tj*+^hrMNu|2IbTV7&wxAILsYZLu@
z?^RjuUJvA`I+}gW%i{XF*lb%{+tQcI9@@U(sJd%pww0mjp2)gg+{!OX1x<<MY&^jD
z`c8S0+x0mqZr6YMuBm<|?s}p245$U*3~8}6t<#liTKBYbL3X9mi>P@VyQZllaWkv5
z?3&)KwrzU%xP5{3&!vT>EV0q1EU~AB9j||Kxv<qnute7%m3w~1Wr33PQVB>Shhx{a
z3^X&*xQ5FWUz~fT@WQV_Ge*|&x)?7`lR*|4KQm#u8!5|jm(!qiwepKwixe>(jby>G
zIc*E9S2r)PW?WVPa=HnsTR|ow`2^~8ffDrtBJ27VWOuh=4;82dlEqR@@7C}&y<?ei
z=&E2z?nMENz(BSj+0XgH+^den1UtvBY3XM&Id*Nf;@Bmez!mO(VXLb%*3gDo&|}H#
zSRTec8t7;Vax~DfCY#Zej+RcK+|l9%djUzG;w6^v-Z$7<fYI_DrE;ZD1dImyXrK?t
zmdpy)zhCD+%{f0i@_Afu?BCX}Z;$TZ@pPGE=DR!H?r%<Mf4X$Wq($+?EiGc2i;Km+
zq|eLVKHYqq<@Z--*6jQ7OEJ1?cG$1;XXgFh*0kXFkI;3!L^KTjG#uw&was~6A~vVm
zd{>p3wUv^+k&)8L>i>UxzV5r8#PMsps*QRzN7K5u4A@IuPy-v%fC=ROwfTJMjkeyk
z+X@`->Funzv9o;f>gPo}AN@c3-1PFr@B3~h-7b3~@WoxQ#I;%J1y|Sp6AoBweo%uE
zR?E%Re0NT4))!DaT8yx2S;z8i7na1!I$qz#fYe2RHilsx2v~ETW7p<ZwZE@8c5P$D
z-7JQcYVH^2>YBU+HFI?vaE2_bMQqjdE@z?VeygT+xr~Iu&GEuxu`g#<+ne3qdN=av
z#?|Tn=Bszt2mX+^S3bM7QhvjsMg1AZ!4ujRWOug^w7BX?)4#Lsx|{!5rcXV8=2h$L
zyv>Kw-`g5XcV}pG?Aj)Q77|EYST|(3^9Anbu?c3$(>C8)ygGgJ%}4)bB_$_5xw)`;
z+RvZ2+ZNnk`OxxYus}&JvjWzB4J-_*?ljH&`)qOA>-n1xnO=`HYK{4*KK-<4@~5AB
zl-60W+HWp3ZnBei3^x&JTDRawHxEWQoh&}GERA23xxe>}M_c!lho9EGdzV-FEQQPE
z!rZHF7X(YvxfNen?+<mk(Y;`Iv?iy+1yu?EHVj8e&C_kR&i!Sbtvma@E?eJ|w3`=i
z#&4<lojQw`#l!JJZ2+XF2{Ddi*Y4I+%mO8vei(fjQyc61|BO$6?XP`MxG%X;cHawc
zWD{8anz7uy>BM2x^e#`4CAO=;N1|z6YBx%ZJ-oT~wcY8SFa4a_Da#}7?^&N^CZNFT
z_}$U<LhT=c5|+C+9orTtzxXGo<(<G1+cjCRL>J@^2WZPr*zx*@IUAq%`}yVTtEyeT
z!+-W~R~j>8kU)ui2zU_O{lZ+?mIa?@nbva~HmysIn0Jh0*EC&}jL`OcO0$2o`~A<!
zhuC)IZT<J|wy8A7gr)_*7bv~3s{^_IjRK3T<M-_XP3uxS7PLR^T#$Ve-s{$T6e+Ro
zo3eiN?+e?K9wgj$lAg2ghR$WBTMc$>j^7Ot-T)btugDU6TELP2xUl2(O|FQXKKc8C
z>`F*-I~;tc(qqo%)*b9~t1sNuZCT(g*vFaNwHwXR;Ql_WE8DlgI-0}L9jaXE#lwP6
z6D$m)Sz@_G5Z!Wk=K&>71RVL>g&oB=yI$Ce6sDh$vv|t_<rnY7oGvWo5d2bLAy_h4
z4bFAq`gPzy!`i5=r{>lF`>FJMs&@FTNvhsi*A}i{e}0;Nd|vdn98JCA>#^lGL4(k%
zq?`H{m|xL&th*(9cj~shZHIifM?T#Aeb?hlVh5@(Y!&_e@9*5B2mEb{BBX6RFISwM
zwe7>6G+*>V6ys-GI5l5nUt6PT<gc<@<^IY4_b*>A_R{q-s{i}-y144TPy1hs@;ka;
zc>UGmZoT`3?vASG_antcxv!`<EV!P2<%|$VmGPEW`rUXrCV|st6g17__{q#~6Cfiv
z-@d+Xqu<j*agjT+nC$O;n)+J#1;?)6hZ#Vr!1qfx14}H&<ulleaFB!5Us#vF+rlni
zv*E}7Nek9TZ$D?2cP9g~Vy-Xv)x<x)5A)mSWM5ym^|b!}KOzU^*EfLDuiZhx5|+Dn
zT{w0LJe;Ay66-C7NME2T3N$LyV+o3gS65fRUDz(SY2CVYO24a`;wJq{xw$rad)Qv~
zztihpPWM~+n7{sqv$hD=rC)WA-@CtI*YCYy8lIZ-FD7$~PR{kb&ARKw-`u}9W9$Ey
z-`41uyIeT%xIVM_e)X{;`CqEpkp-b0zB`QD|9@RRt^R5IwSOz`Z|S@L^ZuR6OzsnT
zbz63vR=)1L@ArG>E3aPaKk44M-F_Okp#4iD<M{tIA7^my{~Pab`OQbo_+>=}|Bpqw
z?p=cUvDSB`kN)Cptai(Pxq0j9C)brH3x4>_{%=XejqUUP&sTf=@N~cB=CUuwn+p2B
zMMdsg%yNqJ!`~OqR*I~9X9|8frTKAb^@a5F^K73v7XJM6!ZrWr{20CTo(0BD@2pvS
zm+$y2QeMtImEGWIY}aJXcTsa}j>et=m1Y5M7q;3+I$r;j!V-HL5;bS<HP7prXKwu{
zE-rvY*0Fs41D`^Dr6-Do@BFmb6kbU6Efra|BfHY*D8_&uL_g=7kMkbIRcYM0wA8!X
zKX?6~_fg6(wsv)Z^0BZCQVN;eek3z-mSK~gTGxW?MtG67?x|$)trn3lAMZ8CX+H5R
zoD}%wiD}O7@9*`mb$wsZe}7Z;{hW=t)<xUEO)TlAcXlYr!tKJ=6p)8p5ak;pUCd-T
z2TDlq%t0PA7i`jV=~&R-bdqD&9G#|hu3g}|!E2tfnQ8S3iHe+*wwXu&PI&h2UEb4!
z{=0No?nV}Y^lcO1?|iIS_)biVKcQ>4h&q4g<wq%9yJx63tz(54K~xPl@6kDt@^to(
zBHtr9cI|IJB?PMESYo?{9mPMpz{|tKn?Jv`-yHM*n_=S5KGw1yi}W)wswj|`@)g}K
zY~?w9c?Wy!>1ov{e*f_1R_Xjyw_nFwL^lPm$-fs)N(Hm-p=I)U`MGoM#d-NG+bKWm
zx9C|mrX>n5>{f8>>X&coTVQPsD*ONHwk*h&RC@8SLg_`+Hbg6?!q4)@meMb__G&o`
zUWdJYzb_U(BLx~AR(^4g&*_3-Nj<mXi>Nk^Dhtq9GNOJ|n%A0`ZU1T0R{mUVHok4T
zTMoYLK5L}Ai1$UZK#6=XQWdNG;-8q)g{?e-UkX6O%h5<}mr8#4!04W|-s@{DqdTsz
z`3TAniZ6m%k`GmQ%ptLMn`Js!D<Q~uE~sTZRI1HU7ekXOwl<GD=N6g2J5$+zEwQnV
z|CeR>{==i+OLi*D#+uo@waHAAI<&5K_1Yb?qxGb`4!?8T-_NmYn+qcEL7Q~V3zT1+
z69eV4a&E;Ji&>WK`!%KXO<mwA<B%H%mYUz%=vv;=)o&*5czqfhYJCdp@_{;W0!@7j
zc1LqK%4@%9y|yy!#8&SeX+|@X{1ygWc=D88xA@Nt#TPvbw57Nl!vp@fvLQ8bkvn&w
zCiPt>j$ay$nbGq$eT&t<_3`t%O@Gc*3a#52vu?)Z^UqByYj>~xdLWy_D)^4--<Ad5
z2J?6v5ycrcC%Io(>MLT<qxmjs2a@NNUPR5qVzpJ1UhblXM2=lzdPr_WnmYmY6cs_m
z{C1F+y=QAANHnc$MeQ~`#n$vyesM{SOQLN-_Ct`>NG^f2tWl$ZW7n2WrZ&YFqfQ<T
zWt99$RKf^SeUW|te%^h{P3LP*JY|$-tB?D0zJL3C^|OD!e6cJ$Zz(?^ZJFYm-`~r{
z%0CPD%lI9B=k>kt*0kkoYOi;f{n@ix$G&);iuLr<qQ#$n?onHxzkRD*#aTAJy%+m*
zcR5d*xlDj1Hd+^2FhLtqC>^+!LSKI0znju8fA68)6Jx=G^5;y|Pwvb!-neqbw#Eg@
zFIKhvS>Cv2Z<WpBF70PEZwtIX{{NTve1l1OVD`a(zQ;REjCm6|c5U;*kxRUmE~sC!
z_V&7r*$?f$s4Q5T`lYG1BBJ=<zP~>dZ<|zH5GZlGAj)es)BQsD*R3}uA9p){{>J~B
zv{xI}zPMD=cBF32)8Fk2vRAi)+jHRgY1kMDD0eR`;jDVER{iI%Y}x56+;4Yn%lp1i
zoiU5?md%Z9{V(s`FU))-ms<ZU$mHl=l^4au%4Kn3O_w*_ytrVZ;Mt7tjftE09*%Ur
zV82}Rf{MT6g{{1>(I?c>=A-RC4y*4Aiurf_4qhp-;Z?x7c{a1QN?W<<%ye4!WAQ)7
zcUKqo>^13FApggxY26EdmRQG+;*!t+!7N`w<PO-rxYN8YOM@lW)hLE9_|DcG#3%&T
z9<w{=2a)njZNsK@M<rEw9j_-Lb@_3Xqa{i`f?otew$6k)1ltH5v=9fCq)IHdEawzv
za_kb*Mk-BF1A^u5UC<zmUhb&k*5MX(6=|Q^b6!>ZM@Rq9K6+rGX87%mGq*=8nmdD9
z`FHQ$WeigHS7~~;#uU_1fDaOZYD%XI&JTDdbuP%>2&paGo^N5UPtJ8W>*JK3Rkv5x
z_J23>V4gE{bP+ThC{V%@d&`BRierwWkzk2#7^IxS-^=-x3mRL-7yK1UFQoc1y&Nyh
zy_y87{<ncDCQyq9)Vyd}(0)KtMHrrkc>R~{$hKIf$?8}h#_fpQ-WDv$6jpqpSipAD
z<-*noNDe&=>gf`#`t;=MYcjF6-9UANz!w3F<`ktDQEQNLD6SR;trh#FIm&NwHVd&(
zdipEs-+s~0>(2dMX0lz^`0lOTHl#8hx%5SDTX8t@HyV39OA-4r_wfG=cDFd*L!q)&
zb!8LJ=I@M@m9CX*TBj@61R4;4ESf<cX+%y$`?GYf<>_8idpP@KN|$A;lj9`woa4DS
z*mxZ6H6B{tbQbt>@-idGuFcm#J>?ulmRce1s{gxn&3^oQ!MgC(`DgCSMHa8yy**wu
z@=T`v@`T`XveVL59bT4OdFodA-i+htcc1!X{M_?V@uPodzP{adjd}e|Xv5j#n_<X_
zRnC^xpE9oHy^z@Gx>hPN@N-S6MzTI{+FRq`_FUKSJAWk?`Av?zP|mx4d%0U(lCjbB
zTVKxPaK@F^%W3XOZs*!9_{CZPIs^0agu{iorJ%+-Xe>PmRwr%WZ7qI7`T4gUr-h9Y
zZX3V-_U!bmiSsA?o|zKAr{aW|UhnT3_X}HNK{ZjEhw}x&F9NkoPo;G2?s}5JhZKHt
z-&w1_&F-JIw*DN~^_X<C_sr+A`q!=d*Lt@scl()ZXTx^9G}Es67I)IFjce!r^2xUU
z{_*WjebrhP8@)ZnIBQ;}$d@})1hX@zKQQ?za@KKkO}&`o`RA&vNi4SEPiBaJOkw%^
zzRQNc?q~6&e?Gw+$}c{Kb30zY#^HD!rGh%b@k>R{@&3P@_P4h$WNj9E_I8f9$>rj!
z_7yU>ZYQyCe=1NiF+d44qG-KXr$Mm9?ZVW*OU^l6*y<u!qKncF;jjXAOZ*pIWLUPN
z+hN`Z4W=KkwE!K7UAw2HcbKrqI`Ur(U**FR>sn;Oj^+|jFPUT4ZxyEtt{lgYD7;Wy
zk!37c!V-Hs@D^;<7ka-8rd;rgfC6)x(hH8N1K*0=m0#qwBr^$Mcb*bUY>R*+Kci8C
zT2tQw_8k3klcslW5j-cJ@ZY@hecrZh|E_oaw>5d1Wo`DkO#4Y%hM9oE(%sRY6&^C|
zp4R2TayL>9ULq;KcsH5DQC!jGf^!4UjLrqhFBos1mhD}zTTqO7nd}egZ0k*hJ~u9W
zdHwdq&-g1j3JzRN@0zU?S!*Hta8u9Q|F4;N?$lK6+>?`3A5Xfqvv|2~^tLnK-rvs`
zk11$e8@c(|v-9)gr|UKKEx4XLsfzo<tgT9lSF@*I`ZCLO-lMqpPcq)!uk?s1-t$WL
ztnG`h9CQEHyI&CeviW}N*6$3C*F%<PU$31e`BGju?1bOOeU<T75pJ-Z`1*;z(w$oH
zcIZ!!KqJ+`Q^S;=^V|JM_*mcTQCZ0WTIKBLn9MR46zg}@FJ>?_=`mF*fjXu<6G2lk
ziod+3b}q>FfRxrV;e*msK26G*&Rv~a=(YH*_jJ9rnjapEihu?i)oqktxVH2x_$*iQ
zerL;qYR<k`dB^LYP)##B8hhB#S5w&U!s^~OwDD-eubRCZ@^5Z>`sDuos@H2nr>_l*
z07b|A4;)ra`wa4*$22XdKCjAh*IU5xx)9HNkSibVe)DB}!-DyCyFZy$ddz7{o)x6F
zWWoBly|?75UMRkP^-Aknl8vK(%f6bQmpXpExw*Of@+0s1eP5R9&kee6|M#-})`bfd
zGxzTQ>T~Q`zQOKar<%_0b`hR?GNsG0)yYw4M|J<rYq^rUUrs;!?hmi;vXtYiT4es;
z{-1O_J|bOL{?Ce3{ry3kBu&pxtgpS>R{u#k`|s8J8?NnsH~CHSiV6RJTw|-=@_l((
z_H&uvC#HN>nH~7~PQ{z&-|i~^ep8+vo4Z;+O6TVB0LArn+R4_}XP@1-D<Sr?Np#@n
zn*8lI8`nzCuAh8!k@aJ{`^B^O<=vcLd*4kjCZ#oUx@W_x%CxHc8{XVrf9r(k{-mGt
z&U=Fj$WzRRzkS`8xVtjyn%xz{U$&3_E`IjYtN!3MdFhSy_pc_^7u9u_e-GMTcYD*;
zqqTBT#s06p-Q9ioc3<uJZ@hV%B6psCJLgX8y&aE!z4}*U|9{%oXZJT)%Gz!#IHj)o
zd&aT}+x~CP-C|$wUcGjX8r!Mb+)T;8J<@X5{w!F3XZxu&+qPZ2_4)Z14j&K4^?T;;
zk#zJo$h);=<&OzFT<&;J`hSR9e~#0SY0-Hb54ZErm-{J|ZTt6r^xLKK+ipw^=ed2y
zQh8F&SI)iZ@z>)1M|R)+urYD>-^<5Ue@kdB`4IpAmRsEi+0EJ2I>z-2K_z7C+}mfj
z{kgGe{twgBHSg-Dg2LP0;)8Pan*7~=Uv24Lv%Gd1NZo9<dt2)*zHO`Bn7#1t&!5-9
z;p9I*Z>z2T)*Cy+`EK{@ES&eg{aec0yVs+0-titTyZW|p{(IT~pM0}xllMM7zyDa<
zZqxl0D}HZ&x;J)Ob^2=A{cqBwe_Tj++B!|;`@&|)-^UU+OD`9B)4V8K*Yx~+o>_Y>
zCTu)kI_vN9cRT7GCW$OnTJo9y|F$3I?f?JSw{-MdeU5M6m!JPUe&f0~HLuT{oAze)
zE_?p|H{173j4exi-TwB|HGhw9hQ5k(>#tkhnm_+?oc8k0#-e!dORME%Lf$27uHIa{
z<=Y=iTP9(@3$ypK@4fY@bAkQmGse8W#pzwv!FT-MU(t^4)_mtGai@9RPgfiDx)=8r
z?$s?Th(4zmXOqG`{aEcj<D+-~W}2uqfCjLgmlz(MtN9L;;ZKT`i=MnVM>BYt$p8HM
z|2NckWp7{P`B?LvU7xVu1!0-Twnz7toUi;8u;bF|>yw_|uY5jt(FFDSN#R>!>;HZ&
zjXyh0r+dNi+Ji{b-!sqtZg`(#xp7-m1COKog`MoNMR`gugnHDSL4~+LCWlp%+@kd%
zGdXs3sWh!qm8^$NN%&sSp1%L}y4}a_)Z4{Lf+nPDXDPn`H7x9UCo!<ZHVHajPvV&c
zDg_*+&q($yux1Qfa}F}VBph_%yh;J6@c0gz{ZoGN?lOntbOjmVLma#2t+Wz!biZ)b
zcIg@C3sX&IK3ca_vK-Xx;Rm;!Pt15U57Y?$p4qa%TR`bWRga^vU<r$DMziH%!4h=`
zw+mYtf~T}Cu<mY!jwc-DH@yw%(W0~-es7lDmhZg!tkVV688aX09jq{F0oAG~K7Nt`
z>R;MGmXSEZn%-7T@9a9=m<37%PY4@=Jk)_)xe7U6pVVW|>sWpbG#@Zmmq67DntZ}m
zm1D0fEz}tB)ZCa=F~=^k#H>pKCFv_cO@8nqfW8I0{jnQPs3P8N?eOYJr^|)8TVZP)
zz_HyaP$KBWV#{)(VJ0ZCY}k9}BF8T2M8kwzjr%ulQ<gs7!t1;LUf;a`u4fT5Ci4|v
zKszF!nKc)VT^x!{a!e@)d_c{V8*%S4Snl?2khp+vRl=9s0^o%fcpRbFw9awHE)kZy
zkw!#0xk2+CtnUMBdg3uX(NLlIkL~P#pWSuMcP#&L|L3=zWl#20uf1Ru4C?mz6hf9y
z%z(^qNjCL?R#0rtD4CLYI{4bY*RIxe_d=)5xAdPhOZa>GI@GbJP5ld<!emd~ob0~2
z%=vhSZkDcx+2UtEUj-bClR9%NeHq{Fu62ng?Ure>IJ#d*eizOX8$4H&eg3w-eb0}#
z@Rr=o`g?bKHs%D`u3t^HpA**ay|DlOyLT}O{c~<VUhjXP<?Z>h8~b?Ia_s6b#L>(+
zcjL4Bw6ov)IHgaX-Q--nf6+~c1`(FK?4sapmVzbe?26#LZ{O)AEKnkP@}dlA9@Ryv
zsc%913++&~rge&z#n0c*68)5X*vPUv|KD{JY^yumFZ@*(Y+9ETF|T<+`+`+xT`mZg
z<ho~G7AWC8e{TE#Gev)IA8&bTEq3E!_r4`iCwyJQ{mWZ_Z_4$!>b0e%r9b<g=&U{K
z{HVfX&hD?M&H3_}6Aizs&2K(_|9(UCvbc=vTT8voK*hu)w<MO>){iNCO?vKH{2)s!
zgE^T6OL)&rJ2=<u@7%5G%Xg|@zTJQB-=e3t^)EwPa#dlhwP$CUZp*x^7QMI1w5e`U
z-+8<1iPC1<ZXIH+-2Ei!EOY)9rY+ykirwC(oZh`&e$&#P1;5W7NXcc{d%|G;`WgF5
zXQk|9w^e^ynUUWuduQ6_ZgKvbhn5!pS2!;6{jyDF)*8?r3PeZ7<wB^+<T-+~XW54E
z*q9j|KC|gmL8VyJJ7=ko3%`H;%K7=}>9*9<(;mgGi`jW;noeXAGc)tHtgBkpPp5|K
zO#Jfm^Yh<*k95|Z<*2$N{^n-BUDmdLmfA7Jb8qh9_poyP+sxjyPSguBity=)=DVnQ
zHb?)y@4BDOzW<Nq$?ws#oXWsmH-RrRvfCD9uQpCSH6<ybzJ9-%g@aVnyJo473&KDB
z{^>+-d$VLpeA&&^Z~p(k_#fTx|M^5Er*%``g5Q3QZWpfFS17!QVswJdWym_tpSbhN
zvh=jw`@1GHeEoiL;vws@6&r4!JFmCtr>?m-sH)}IwJi!%(4NUW$YLvLTmPVuy-WGU
zQo&CtR=;h(-$~wnuWI$$h>eG=tgMpKE??NE_=2O#x!35PlTV@krNpl4Ior1=yog!|
z8o|A+@<MlSyKc3I^{1;pZ`h02+w<2y48I%i`jk=Gc-f5)Yy2{oS@j5(m<ED+-Kn5?
z>|=Av+*oU$pPPF$@N>IdmB!ZZbHc@h!EI`broILGXKq_gS9o!+xU>4gUY6tQ&fC6-
zniqWi?+L4aKhtkraL8nq-+ic0_h-g}5?`IBbq^(sSRJola=ow>rC#|sVaJ>@mtIh)
z_bkY+G-_J+bmlU_FOwFCFWVBiaPQT>S0}Qhz$Th_<+l6$pP=|+R{OMNnO(oH_y(_i
z9DmtxbLoRmjMmqReJ*{@<Z`@lIYjsVJ~q)WpV*IFy><49Xm;j4aal+A3$@D?zAsq)
z{-^VWtxT|mdznICGGCiT{kG5F{+L^T)1Nt!@7DLJIQ;!N^Y-oRwYTp(U2x48^_;xG
z|F+H9Tjg84e;Ji<G_Bhks^+q{!edT<mVx8<w_#P+K&5Q?cB7+vJ0?_LnEB|P?erOs
z-l<xY)q++^fCjjH3a@|C;r#WHyDz$KS{hs9AND29mf5wtuYv}%ZvXwblvVu86VG@4
zHXmI+o_N3O^}0vGchxV+gPRJ*O??YM!^kFHOadjG$0jQxjr@SjR=hOhkz7;OoSBZS
zwRd-wZYz9zY_flje@gAUJ3Eh-FZ7>c4=T*xrLuqm;qG$5COt<BH5SL~MxeNWj8L5p
zo^O^Eyt%z=<8imN8IfW8ITMwF@6;MJbHdg%P1B3bvbD86y7!6ZyRY3}-xSMkOH5v^
z8#7_Mw_acIsn_?+qjPTe&C%UgcVgPTwguPMXU$a=C;_>Dz8l9b7R9D@$198k9j_mP
zS(+Mk`hnl<f9Il3KdbKEsJt_>tmK=x?)|!%MaGwOSnjqP&sY#%&0n>3|L3>=ZpP0B
zHMH)wLi_v5EU`@jj@Of2E-)LqUf7xd@<eLX^V{`lJO8~+R{AW<{pN#fd{Ca-tkwm;
z3+5F%`p<ha?@oK1ROok*VbY*991B{I!m;bOiPHsD4#5&zHx^rgV3t^J(3+x<Wu<R-
zoi|cWmgfnF^kPGyW`Wk^ftq&b#2(qc*u#D|O%d9LbGh(ULhy@&k6?*z1WWAc;F)I0
zkYy96d?Cvwo~A8{<k-cZ9^m-g_QhH8_Ua3>)6MQlp%q7muCC`bbi2@9`p`7H(5|@Y
z`-1HIx6gu_!=Pmh>hB$|fAV=;eWCK~tS3Q%Qbtc7T)uYk`=1$S8rMay-T%AnW!aQO
zj$Qp}&}5kg>PMGvS9-x=1!`+{2$pa<xn1}wA?e6}WD3Zopw&N1GZBj{jv*FVTso_9
zSfE7Sm*wv9e$96_NAKQrJSI}UY=`mDyY*tC!WI0xIG%J$#BE;o^kncI_zHMq7peD-
z{EnvQ&KPUGusOQ7PT1h+Uc1F<(-OL>LCegl>rrN2-u==x+0gQ9TI1Q~z2BVv*X`b2
z+-O_$?uE8o^54yWZ}Q#VzEIRrT$IC6ywT;tRt5hhiim+vNhMyeO+GAlBgMh)y6FU3
z@C0h;ExO3S63Zgwc)iKxLh}dcNbGrmOpYp!RfTCvFV5{!KyQaVoFTDnNA^lk0R)@$
zP`o7YMIhwy8J7!lOHo_F(59b<+lA%;SI9Uoe$zp%Je4N77OkdrM?qyPsB&`-=r#V_
z!&Nnhqox{E8}H+Lr1{Q9rLX<S&hrZ=F`$h;CSCn|viic-_cNb?%Go{av8TbyHlOi5
zTl4j8nDmaC1ASj*Cf6KWuF2x)AH22Zw^Yal^W0l0-|rOnuZ`V(t*Yvnop0ry`p>eL
zX2ybZfb8+=3*8)_f9{b^6*>@nXREkN`?qa34(3|!uJ|}XH%99F&vVX?RF+>jDe%tm
z`llyyCA$8g^a5I31sXkRUm%s97T_4aInDRuis`!1VP9Xo{#!lg#IbjxO>*B^t=C6h
zp63c$u?QZ|1{G8o<rXA(dDLE<v_3ywKR#~C=TjFy3w5Q4*iQU%b#-`jczF1nmRD~?
zL4$nK(*?gMIk{bEzq@t{%ZlYG#!c(yPCOt|t_vE92d_p0Eo__TQ#e0pkKc>;@2AJ;
zxA44t_l{4}{^90ku3w;)i&H>tfpFHH#m~<znq&Xvf-}c2PA8PM%OeZ@8_;#}IUm0|
zZ~J1#a`&$$XiAg&bJ;o7!g=pGcKu-5jM8X5{P&}vQG;NKZY(T#z>Dczq?BJMt~fSR
z(&qv@8(YrRRiWETUS2A6zc9b@nPl|Fq}I}sk|UlSf?t9;6kgooE(7)MSYki@JTFp?
zwU9>y*28tt+s}P_bJO^p?Tg~)=eDYPPdnndym4<*m$mW>-YqA8bSr=xrAQr8o0)A3
zvJXNd0W>OV%W~DixS6XeQ^eNt%csCkm+rs6y<Pw6_xb9_L22<_Fer%#mO#3jeVmCb
zv8Rz&^TM(co9LHIit5TQ`R)IFkYLgdU+44nMCHo_P_L^t3)U?bDB*NsiS3_=R6cH=
zx#i4>z|*{MSMT<!uC6YedGO$`>-T<cvkW`ow|cf@7NeZdbLDC`mb=@#3)lB9xc+~F
z#ca_hrrA-y;3*2U01?!S1Sd*R4Zsq6dh^UJ*OJ%Y`tmnEH*M;!({ei>*jd|^2Ht(@
zq}#CI_X$wx?Nj(%^W8Z<qsNMcx7y$3%Dvet{_FegyK}kUOf0Vc^ObW(1Lg`2P`I64
z@|5lVhQ53I*YEavec*i8X_@ys7QNfVyt(f5r?=Cu#_C;R;@H)nW8kR2m%aA%G+op0
z1#fR{HJ$(Ao%I^y?Pkg^dKT>7-K+V|wPg?c-0N#9!6SwRZ+>B9inM(nTa(^YPq!6Q
ziksEB;CBI=@RzFHQ}-~}-rSUWw0yz$FGp-oncmx|@PeaiZ`}Id?>VfR&e^^w^`Gn}
z=5RrJ;gugo9956kNJR=c=C=erKCSSgcXL*XC(B+zuk><BmcMU4*-wtP&u*G0^JJOt
z?4Iun`gOmf>=Us#Cun-FdEMMeXJNTZ4l*qN=Fw5-Z3UTk>`y4ZxOJKx+F}N^E(J?;
z;pN}FP)C2ai{b0zVr5+4zk1a*IbiPIBo^Cu++}h?%Wc<!mfNX=7Mz0u6~pt8M2;wM
z!Og=X(?QV-%3Q^e#X)8TFMG>!F3P^^@1MZPv1=OgQXW{LZL_**-X8hd$H#iNB^~8@
z{o+N(WC7(D%LNj;c7JP{3u<p7S-#I|%Eswzo4?Imd3f6*@8al)72Sd?i1o$JOBBIb
zx$+vz-1Z}(`5f;Yug}u}wdqp2c283W)qgV|t$TVB$wZLvU{2vtd$A|&?H8`T1@q;$
zM`h#RP6VqNjAtx3Ub*Af-bZpJ?;Oj^Mb}4aD?PD&G3(_{%a68yeG0GpolJvSUR+(h
zw)A(j*@unVZ*ENL-?jgq6Pv<|s9m7GLx%|qIIo|dwP3p24Pl*=lkZe^{my7MXj*3*
zDB*Y=yz&>Gk3fYxsPqCYnFU2G+~>zwZ7aY3wEcc3cuC<wR`DCNOtW+T{rOpVDKlZc
zgkw6(-bORYdO^1fl8*5+wioLqvfQoKQ+yHElziPC*5iS!7lu_G&m@JvxEz^Z@u+jM
z$Ti5h1%*MGN$UklSoU_7t=y*p9yfS*Sp)kv5_mAJSP*Wfk@xh})UwOI<~Kh*J)L`V
zQz}Q*)OnzYb^%QS!Q%&3uOmeh+?W{)ra$=uI&IFlckh?)993W294>5C=R#W5fTRl)
zxyWJL%>8SQWpU2YF41cjF9xbKEa<<_!LjR`3(~?hSb&03GBo4BLL$w;QGfbJ-RNy|
zY839AnQ1)pk)5Bu!i!tNtd6+OO8~8QH+GR~f;Rj2{+Uqe5tGc@u)zG-%8N?{zPNds
zZj))cC$ZdZy3++|)vGs(II5E8NX2qF=1&PpKCSqow=k<jlVxvUP_J(L0`p@pbM#sl
z%=i73UUoa(=Yn^8=)YN8v)Au6yZYY2zpoR#eEhrS>EJuC=E8=`4cFsd+|MsB*W2KJ
zuJ^aEAjhsHPrzfRAg3XD7Evq|I_f8C-0hzC=liRxtJkhxt?lPj`i%?J6z}a`p!{M_
z+SytuRYs0oERRnLKtl+W0#S+<Q^$T`_s`(g(%Ev~qf$uyfdU_nrgh+cD|+k*mZZmm
zDx{lEX-Mip{Rf+w9f-mnUMnKhb5!ZIgO;s>M`_Vo`0(K8*tJ;?)WOOD&1`Rv#L=aI
zMYdYgyEWY45na$QsbI->PZOyF&W~Ia{Ermy?}C&i&@_VG2KNhh)didMoKA35aZFGL
zEr5uDh8AusS{8H*D7{d0P<r9G0=jenn{OeLsjxv(AxC~EQRs>XSTWGK!1{F)bbJ}q
zBdZlse4*3=atTM3z$)l6Ae4qVs0RpMN`X9a=|X9<S=h1s8Y_I=1@e@v;1`7u=%Nt(
z;n%UCouP99`@$~h5)@crji`GdBYSqRab6D=TaHkc*ltni>>;TAiy52vf?9pa0)8Hz
z8>>QBzxnxmzJ5^r&Z4Edk(-t*<XRKC`IuSmt(4W_>$k02w{F*KQ00DCZRPd@>)uYg
zx$7pE`Q5bE^Y^0jUvB>O{`>d5O~>!wPu%Xa_rkjD*VEp3^EtX-P@S7%mWwvPy6WBe
znEQFzwjXBk##AkqjV@_Vk#}xgV>M;7dVkv6wm!k=D^U}2+|GUmFGZWN^}LVlHqqF_
zlWKWHjdJh0W&eNvwyfr%>$LgC-k{mUJNM$U@BW*{Tl0p?dfSu5AZ1MpvQL8Y8!YtZ
zOlX?tQT8eQ=BCtZ*RQ9ap02O|@4v0B?c*@T$oHM<^EPC!-z(-Q-+l#cykNI~F3a8y
zgZbxo2dXj7X0LwR`tNTUWL4qE^OYyrWEF4Ef4iYpI!dsF{qUzyLD(Dw^0_l`H-IOF
zLs%~Cg{=huxBWl;{QO*e<#g`qwMJ_o?dN3q|38j*pEhoa+np%*Wlo3&uj6#k0X2Uy
z#wFVqWb2!t?Pr4J3Co8pph2>451RSK{)Y>FaoJ~%w3$gO@ZbCB?Rl;jUVqVQS|_Ri
z&8wi24cugaH?bf~LEip(qcr<|QSltLf~55VUsjwBzGKN^`%h}+w*n`wDx+V2FF5nh
z-P2xU<LLj+y#CqDbiY&8pYC6EyRiTJ-uH74{h2)f&k|Y7BA3waq;vP{t<&}YZaBK`
z&w-9ut8|x1cQ0KEIwL7}?aut|>G{{{er;X@n$G;aHvY1Y_cWP|sS_ry|39_&&jage
zJHIJU+nEEK(OmQ4Rln}<&iKu5p4a<>M(FGQ&y~NGTzmWN<jZ>7=JB1iosu=r{$2g`
ze-Cd&e>=La^_%$S$NSnpZQXzV=Dg`qZ}w=r=NwyFIPZOJ^`>v{{5P9@Z%f?$Yx^U+
z`?uqNwr$<F@!qG+>o-n(cTqCrp8czTXXNf=?kwMS>*MLXZ3p@5ukEgOyk5WI`Wxx?
zv;WS9Z06sVX}0v)PyOaJ{cp2t*Ij<Yc-DQ=Gl$hnw%GsOv^B5d?x*nB9OdbA)Nl69
zN-sOVds=nveA)j`wR1n1i-V_G`wsp;fA8G>B;(DW*KU5wbTaLV4S)Zh-1ofiH*rVX
z=WySua|L<wR{fQ{wYQ^n>jUq(o$LMlTjO`$wW9o|Z+@`%-G1Qyc-}?PMShp#_OF(x
z{&Gs)>4>-Sa{u{yXJ_Xm3I|=7E$Qh0<nP0FdAp_WrhZ@e|D*i>kD8}zex8os2AbGE
zU-Noq&)WM5WnZVV&Mxm%vzmNTq?wELtaDx2d&Aqibd$~hZn`;l|H6}3WL~b+JpTXN
z{u>{~uSK3_x6itHdi|6fx3k4h;^VhJod4%URQ*@;HDA~LR{1TV^~8SP)`N0y|E|1y
z%ksFLk!x||%4a)2-Z=kuxBIu7@6YYJ6&5e@o%Px3`=@T4`<k|Sy<WuhXEW25J^Oht
zZ!>eWvDtsM&93FgYWF=itG&C){x|5DvJ+gJ^(N0@%bGXyp1IENZ>!CUj;@c`_xv*`
z?{E5aU_<TR{2O`mrfuaf?Wyap_`jlZ-=+8sUyr-JxnI8Z#{4<<zmiMV)ED{hO}Qz)
z{nm-A(<2^U`mDNp<+GVLYY%K%|90!d`r_WF|L^jG&3k*}d(Qm_YO|;AzH{zmtj5ir
zS<ip}+`h*Af7{uYFE+LY+i8MUCG4DDJne7hHMeIy5f5$7rth7V{_MHr>364Zod{K)
z7BBOi|Cr*dE59aRlrQbC|1ewe(bAc@xr^dUmsU@mw}Dgr#qw(Ys+B2Q-7aKLow9t#
z@xR<@s4Jo-83+Hp60>Ya_Hq$$4-?c=z-Z~uw4Sl~+V<#N=(ux{@APE?%XTbZ8MUu=
zZb8$$2NLf!-z{CfOFwqkmRGB<3w-&-d(`&DEq&1B5K`L+rK$8qUqt`X{oQXi{t|zk
zUfKCB@9gS|^PdvuY(4Am;VA#!_65hT{nrIb-im`3bYW@9f=XdfGi3XW5)~g0NBhYy
zW<EM6QeM9Q<E*VpPWPJERdy`?CC0-NThn-R`|T+HJ!#C-?`0epyZi9p4-Ux#+1Iv|
zRGytRO?`djWymB5d{`OLz)5C_)ph_4(}OGn(V)>XaIZ)CMbtdd;M==>&-^?Yn%?P%
zK-)OyGxr~Wwr4PW?tbC!^*f+#;&WT!(~i5&MuGbeUAw=>%-Z%;GyDG6MY8tqwN9VE
zvS+(r?P-Rlb$b&~x)kmg_Fm`AjFfjQ4+FI(5i`$Hybc#!VeKkVkFyBWzydMaJRZw^
z!8x*b$PhHUt%cO|ht(`N+Xg3uL2IC4-B4JkVraHfkea`v4MM!5zZ5qJM}r!&{2Muc
zajL#Jch^dJwLWwvX?NoLTX{3r&R$z^IXCRbo4xOLOkhNB0q1Cex@nXAjAo;h7<1G;
zL&;rX(8e`$Ti)WW|38;m@B5&1`ut4Qn?1AA^YYhk&8t7nW>?lK8~rH|v`*IX!qybz
zJ}P2zLBi4f0;Gf2u%O#vUI*G}0CIQDTf;GaheH1Jm^G5T0sjx}gU+4zEO<WmZgEnn
z+l6k0PnEpqQD#Z<`j@#i25qyyo%q{qi_#0FeH^<uRGQYYRw^Ow^?-N3A<pVqU>)57
zT3U&4m(q)<2^>`d^N8xa$p{}7Dc21J4aGqVb;6yjlf$rUxYYXsWcyR1eCF$I+PBhn
z@Y`}`WM*nU<KgG`{<KZrK4mr=|0lVUi`7s0-{x*?zFk!I@sVQm4wHAE=U!jq>9=sQ
zqRr9R)03C)fFGfW+9Ut6L;uF+`!!c`{uYPrcxJV^QobOpy5#GeiX+#{aIMwu3;1~H
z4s@lshw;@!XqQRSQM}O=Toa-l#e!K+O*tj_W#&z@+4D~B<hSKKkz#aoj?+Sglh#2N
zdGC8=(m~USp7ty2C!EGy2G7y7P8DgFB&u&fC#g8S6#62p`~uo*Et9VjS|GLnnxa``
z9s4)g3x2sM|LxPFe<<tcr#~~3^n4t`3C(AqHWRiq7h3~r8i*=@rm8@lD^Qk1>#x3B
zza2hWjD3s(G|R3c#rr@G+`R<1`jGl-unr&gL6GDmffC(NqLqWjOoqqk&9DFW@6C3&
z9XR#p?e}vh&7SCUCisv@n}Syh8>^$(U7ovTQd>k_kK`pBT>ijm`lV)t1vhTJa0+|O
z;QRQx#)1oG0>A$&{#Y)_GF6RDP)JH?f<aq?kdV-%*>_$>@7DVrwY})r?)u+%Ru#|N
zJk7hv|7!KBd4J!n`g>*fYAv>_HOE{oFy96Z1ThDLhts}1@PiD%7&<7u2!xMy^<;2V
z@vQpU)470s8))#2eHmzTkMfIyb0JIVlN($vEQU|yN?a89A`$XgQrM9{M;x>+&j&QJ
z=YFBt8Z_?KvEVpE=K^>5xRK!^#TSMvo*An($=v{r1Io<+?RM*1z+Mg+Nb6@5a_ol>
zq$RsJUq}u(o9@G6y8$#PX=?!56J~4CDkYe3U3vShJHems-dES%dG^@)iW61a?GOA~
zc79sIOOfa4&v%KhdHr?yn)LIFb1xs1pO%xnMj?F7`z`YOujaXz^4~ZZ+dOH0;OCm6
z?Af+^mfrQ7eIsAo|Mhf`vdLn4n?CmIY`(X1cf|cXV^#ab&u;#_B=tJ#+p4cJ8`tMX
z73@fnPG*JXu=A+?x4qB&?VEgT_O}PIW)&9}rfvSto%43#)vL@((Hqa)nr4^Qe0)w$
zv%IbUrrwQBF<a6$-u>`wbJ?FGbKhPlG*+=+{OsqAX{KfGpIv{mM)UWLshgj9Z!-*=
zkXl}L`}F=-U7~SP;*Repe{i{AE!<aID>V-~%D%I(VCq`=nuBE-_BWoD$Y@)(9pP$P
za9nA1clUzV5zlOen&fVP!dY&HQ^<v*qNkL&ex2D_YgStB`_;epVDevY*=^ru`Z-@P
zb?RJ@%?jFp0xJ~GZJm2<>!#CH-`;KX{cO(4zrRb2!BIb|ySJ`d@XN)`-q&0%2!1&r
z0_u>wbL4;L;><YXksi~}GSKP(#58jVXc-gMxReEH;@HLUu)~03*EHl_1ZqmD+Q+*0
zt^4(;*}K_mf6qO$?Xu03<$L$qo}AU#*m&SgW%bvu*=yhOYwu)_E%Db1zOyx$3uU|r
zsc&kpE@`oE<MpqzKBgbhFiy*u7c5dJTr4Z)$e$y}Vtc>ooxG6vjWfKFbK8$(zWeBU
zVJou|QZWUs$3g45q>U8LAM96n(b(It;Cb|gl?&L_D$+{lJzDql<@`tIoFAFQ>|~EU
ze9;|cQstybx$b$1i!&a{HD}o+E4^rZ+XT{Fc{VDcN%=)o!^{khU1Iu3ohfJxODan>
zA!$*5(WrR@w0cp7zmppj>H;N#C$=9(tFexCv@JNkVAlB=990RsL1Ux|T;Ne!xjUdy
z+CzegXk{?=>;{V>#U?rCC$|j+OLSpF=skkGj{T0N^9=>R94K>yCj=JT9m0@-Zk`Do
zRU+_#ZcHzLS3Or1sDm~X34W1K5d5M6AC7i2VX+-PWfpQEsx-;9!dAB6k0K`)TQ(0C
zTQ1l@`e=ZI_l6NuNsI<K&1&V{*Y9V~&9_zKy><2TZ<V<G@B1$8sGZEWb>7>)>Br_6
zCbyZyt!8z;z#J{(=zaljQ{#EdRrBcYv-vZc-MX$Be~q|p^SUIngvFL8J(#P?-@iY$
z@Th3n_q*llC3-ub2t{v5aEuJP9#h<Vx8iZ{;rrpycCw&$%;8-Nkcu_*JoBaLo^_qR
zw9NL!Di!YT?n2A=?~fN+pZnVD^{q{Z1WGvlGAAq(DN(=kt{5~?zpM21n?v0CKL0?s
zt=&FQ3_cg`wq*L8#LLTkH$Oc+UHx=i-Os10)6cUxToC;7KyGK!%&oe$XW05JZ?f4}
z#TD$B!KfFt`9@yF=Sb_iN9W33Se*T`)Q?5hQC#)y64mWDe~9u&zW>G^asSKBNh@Cc
zc@y)!sdVqZDPP}IZppR!ad=X0kLZ)GuXDdW-hS)tig%3GJF){l8E4J&&&%E1zJ1H>
zOyS>eA7##RT%F?X%`$UK!NlJBl$l@8-97rNY_{f4Nz?P^reBM=zA1d|^N!lw%T0$>
zZ%b%%K>HegF}2;j^`Glr&$T%J>)82;EYrV#*F7J7ec4iuT}w*0IL`9BFn2<H)yt)w
zQ_jyczM^>PP#o|4_50+@ZX}AXerLzm)VCn~^vYHDm0xf!+P81tsufw04>sy%zqxmI
z{msbWZyUAKbE^Z_O_S)2O1nAt?zd0tcL|gT7O=#!e0mG2+>s}rICd@TSe!fckxRCf
zW4Y*u(|Wsge$E&F(#kD<YmsaBn@8RH+upr<*R?iy-J^Y_udn4^lQz$rv-jgM=}Xu4
zJ^nA9zd!0qYVr4%o9~ui4Pm|#ekZPK>EU^m+b-WLu2?^}s0h?pnD&0AZN+q6xsnw(
z-~3g{UHU9DpL>_=@8>($FQ`xan$H#NXkYzm-%jx_>F*@sB^>X+wcTs>eM-&u@16el
zqGoXYns)R3=~~vm+OMs+f*t?ASkibW{DS(upBaf-FQWVI=zkae^0b!!#;Qj3oZZ`O
zbBkuDac%tdXCJH~_NJo!>`RL<BeqV_lt+&`&Hml|cx`v^`mblN#2AEseiL&$Ggf<d
z&S|^ooXdZFHwJh-^80c4Z0pJe`8VJF{ZxGcG&%C{#wy2IK^NBV`}HcNYuD^e@9e&E
zRPD_AJ<(lmr*Ge%U)T3<JLq_Ji@p4xY4dq*{N?Ar;mE$_<{Vp-%$wJ)O=AhlecdH~
zW}1y{#(Vo+ckR9%EIaGw)^(})aOk$D&&wm8E7m8;{+3brDQbHD-}8Uhf64uqm##mw
z^4j0+^QVHE!O!=9nNa(k-}~*7mAh{z3YSm#(=+S&;{3gN<@psS?e_k)*`4-%vC3@;
z?Gul;^V}%@&VR#?ee2DVvpg2TpJR3(%DFnp@%Hb(Z@-=Ef4Y1BcH3X?)6U<?Zr;7;
zaL%=RlhT4eZ@GFt^7d-~8E5|nOWXYMIcau`>r=n>_FKK#)o=d>TfLckch<J>&wt)N
zW2{a{-d|hfHodm=c_ApMw*7tKxS4(amV=emGv2Ng^fL92{<v$aZtcN0H=1)lY)Mx6
zEvtPZSh_AvKQAt2^R90j-|i}#2y*?ed*L~y?~At`KXUlZfs^W<pr-Y<_S<Ks&EkD$
zm$A%p@9FdI-*!db_RdXXpUEq?RJQ)~&V4`f)9QEJ&Uv*vr{I#^qz|wD<W#@@o|bQy
zx9xCe+V1(fH{Ilq<gYf#;AYMCa+J?yy?gTKs?gP0tG4`>N$jfLr=9iIe%Cew(UNzL
z*JC!OcU7ksRRrBN+VF2FU-WOE<!`H=T)Pu~VdkTCvU?3cLmX%mC^H|)O$zi?f3bKk
zd#y>)y93HEII29@eXc!~D_IHJ^lio8$!({l$|z96>n@M70!G%6|Ky5g!X@mBF9qNE
zYx`{ZoT5`7oFBZZ?1&LFYwBCjUgE%V*Qd50wE0H)#X)yfme}S37ZH|NZqSrHr2Wrg
ztFm}j&;{+i?6%r3{@wSUrXzXq;}K#1HJPhGJ2gN?$T~jPe0R_`!-66BPN~ky1=*3i
zK(~=-!ke%hRUU4pOBb{=tSpaZk#$^ep1v(|p5{AFp{ur+LoTdb5bVfrrxoaUU13R+
zT;pQ?PS_F?t0uWgfgDvFw(lIz|INNu;SrP2lpeM}<LskDd(wKpFUXeLb=>*U7I7P^
z>w6Po*W0JsR?E%(eSJ+K|E_O8JXs;jrx4x{_##jR+ITj@{^To=wddb%Ub*|b_9o9d
zfBUAs1@c#I6WGf$<1&}jJv%Zv`u3ZLx^K&F9r<@>KfA2sbeTtO&G5E$--7lOktR7O
z&@rLRpV=LsgO;3ymn>Q+ai@7*@=K*a^mRz?7o3f_9QhZ5MqL|!f=;&L*tJMl@r6}a
zeNW4R?3JMDA!sunv_oA{vUNfG1<<hs2mXN8QM1He>=Y=Gb!D+-JDt*Y{E(~Jzlo{W
ztjon;-_Bk3B>l>Eo|1iAj_sPZH_O)jP4;Xt8NHjwA{+%ubR)t27TmULI>uj5w7+*H
zvATrs#<#b#;xqE)xl9ZUY;#{7f~^Hm;QUdw|EBlfqdVAZA02XE`+MU3==<+B=Op}I
zIqC2F7cV>>efgd}FY)5P_OH)WWF4>Dq!d4XpcQTZqv`F1x(%Qr@Y1u5O$slfHh}^k
z5}}|$f-|7a8txZF=W;k+5A@;u^~>+~$7m(v{*8?*XSh~*#H5H!0&N&y=b`eGryr#c
zs%d5z#RD?JQ;)^AMGkaCz%$UMPvsX~ek}`LYb;}#%e6~n_4)<;eiG@;k9VtVynXA|
zB#Y+eS<ByS&waUd+u7)q3%)D9=wflb@P7Nf&d+P||H!cV{fv&X+HR8{J9}Ex`76n}
zpVwSgz5Sy3%#6kb?F_CLoL_)83nlymuM}SQ!o}H8&8~8G>HZHBzWUz2%%=8UgHva|
z)1JbqJIfb-mMiIH_&Ce-V>ZK1c3aE5FN!ZFJyvh(Ti`9UlC>GsU))#r_SOLo<?#KV
z*X8}bx=3&KZvXjj_pN?5&*&@Tr={UmZ)T=jzddnyo6?J}YtL<8Tw=VK9DVJ^-r4b+
zH!pjW9DZ)r`izAchSToe%;ng{x4!=DEWM;X9voIp>rUu>{R!%~>Q{hPN2RL=-&y)t
zRqI99;(|F6990V8EVbSW2Y0OA{{KbPX7=}+4mR_d&fYu!$?+@9O3oLSs>`s%S}R2T
z4{BdqyX<nAZPDtpwyO94-VMLNzFX~9!t)Bx`sx0P?`|jM?w!42LATbFkPBP?%ED8-
zq5rZS-p4o%n-pF&h6sMC;lCmH<p9h1HFXzf9W6UN`~0ns!sXkXk7vHq4~qW)S}yoO
ziF4Qb1>f`P8@~F^*Y&I`t=skTZR~n`(2DAxXF#UuODMm%^;xh<?^)*p@4mxOqf1z9
z4O)A+c71DUUH~5tRu?VN_1A)(=nc}q&i^o()!_p3Nzkbipq}sCTf$gogCkWO=kKUk
zRBC@c_wVH2xe13HK3q7)nvpMG<@@+RgT}pOWv?q%H(y`VnWj+4zf0xpViv~>%o|~5
za_l-g=XQE<`T6J0ih?C?8xX;vdtQn2*OKFEH-Ds?o`1(7Cmzaqp!$L-|4o+*$?30N
zJXU_OIDPsWP=;^Rg!O}^xDMF9P@0h6zB8$I`QIOF%dA&bAK-g;X-|4|t-n2V-`!@9
zCO_8L>OXUK{1TJ?ueLt&a!~Hv434UVXi((<@+c^)A$9SudUA{3{NX+=^8KCIHTm0T
zPI~Z)TaKgZH5VxK-(AVBHFgz^`uKBh^@XiJJy~OmB>IF{9QluQEdY%&v@GcMe{iRH
zoo%Brta<{C=70u_l|n%+;EQ)U7(y<X=Ks35&8u*c;)}*yQ2ass6apFr6fF^S(t2U&
zuupa}*DkSlUH{l~uO1NI7JGZ1+0I;d&w{T#EG)6r2b;Ne%~1C*oGxRY1PbAm@DR3Y
zf{a%nH|(c!?V6@8TB7wr5nNb4RxB(#b&{hB#q-GOAyt~-mkB*i@Vu<DdVNG%uDAT=
zgUNo|4))Jm-XWoT%r#r=HgCRN_Hq9^H~D0jTmD$JT%?G9R~eTKXeJy!B@Sjl7BcHS
zJ1O!#<MGoA2RNz}9GC3~cI5X_WSPrlCHm!op9^bj%LJ|}o(Ulr76&YCT6ffoHTLvm
zE?Dc=`2zE8&@4ROP7<i-fYdnsn(urH`OnNxDP6WhUE<d-llQTyUAxP;WFRhC_Y^d`
zguKBcX`WAEc+aE7M;tCNZwzu=-UJ?Q1%=zexgA`)I21*{NGPma;J(m{HMScqOcyu#
zvDzBcuUIhq<Afc0EU_2+&*WU1bUWuySNods-^^?Bf8}_Fl-30~UJq+nu^_uL$npB8
zB~9y|da}lznas5-WsZO{N0Xe#R8T-15LwjZ#|rL}hg@*wSh?UhgD0ykSE$yDs5PL}
zv=Y<`IH>_D&q0oB{OQa(m+RN*{fnB`y>QcG6D<)vxzGZA`1ZjoNlwsc=2o;GPp%xi
z#{)`39&U;+6u$_73XOX37Q65gB`tW}>ld}-#4-C#XR4mRORC*{b_z>){0God=q7eZ
zn1W)r{A8hpn*fXL1g+pZGat##aPlck@3IcQ0~z7AP~vG?w-mHX2@wKwxvC)6t^j%L
zjJ(zhP?JO3O0a3&Vh>hZHg9oZ$Lo_|d;36@8N~A#m6_5D!w97pRjW95O@p+kl%Xje
zYxBUHCDvaQzEcs@ctf;$z-xISF6dZrJfU;JYf!sm8Mxhn-l73b#JZ|GT__b1{34+v
zSYivBsDbQfLCr$2>X2hspHh=tvue}2<y{N1XM!6v@b(+Xdnnbt%Z20(E*HLnM*4yY
zG*LLJc&2genx_R{s|;#QV#X&+th=CN|3M+g>%p!Uwt{vQ`h#p8h(OhQUw<G@zT%Qq
z&Ysd67AN_)Y~89_$i~jD`tjG=>%Z0>hYitpN@|1p<<^N`&tCicjQJYwF^Z~Xa@n)f
z=jwI7#MvA{3jbHyFMgf))xl9UpC#-0Ex*@MH&bn^zu#E)bGC|MGV4dtFA*Q777CWA
z`uggy*iLwSYil;Ma!<_PbGvuF4e#ES^Ukhz+wXO=v{UBJoqMwX%hyc43Hp04C7!pr
zo#`&OP1G@b%fGJFYummUO4~e3k^b|dva91_652e*tksKO{i(@0Ew#J+b9ULaDYb7-
zMSfnqF@PnmEPcD;3$971&Yhg2KKq7U>?h_|Tu+xB-1_a>11+r=i$11LWC682ZmHi)
z_+8;yw<^723-6bR-v`vRUQD`nk<IY}bEVRYXeQ2Mv3vizU!R54*SB9L=H+~0srUqe
zlDDiozv`FXxRq{|i)+5<Tx$J$f`c&L#!tg*|DetmU5>fZceMBtMtj`GIzB2n_H^9V
zdCK3m`f~GuCzb9ruTwoOQm*U&&hffP;g+>QbHFvW;)|bh8<bx(a?XpK3#ro3?|KBy
z;DTlwAYF*#wlAPH0H{cL{_W<KyQWv|OI>@pc9pp?!J0szBGsI4-KMY2`UXe$vM%2N
zY8Z4VDIk@Daze*#Uv&AIh%|HU>Ra0F0;!fjbt<$Kg**HHNmgNr^@h}_(4DNHz9y*j
zj$?7$|9IWUZ?9b+=RE7Fn{DO#IbhzmZ{Je%+1c2bzL#ZuHNT&;*)+f8gGl+sDZ1cg
zgP$f?U~Edf{t2{GD1G9*N1)R%6fc1~MBN%M8fRafaJBO6tY=$GId*+x=|gJ$!MmHF
z^GjzupZ0uh_T`|s&DR97SG{)^`0}eFck`BCn(zGo@4FmVle*&3+Fy5mKe+H)yx-pK
z_mQu*WwIOoei!vzm6dK>SkbjxOvk_QI%Hknoo38xHEJHHIEU29`cAC21;t+L>MlMF
zp0q!{@@1RE!(v%s$LnVNC~lgDGW>-IUE2w9f36Ca=q7_pLL56-;6-_r!rmXNm0v_1
z1DD%4?i7WWkzX9DK8Cwr*xCc1wZdXPqC{`}@@ReEf^139>O@@TBkCXKmq+7e9j_Z9
zt!}}xWD$~V+ZV83>IPjWlnPn~39cScFF^%chp2}5mx$Mwvc#SSZMcGT;W4uXEX~O^
z$$9Aid&RM9njy&n{&}YLvD@1F<<f=IzTN(@vU$>jw{PEi&S`99^xUJHzwPETQ`v2=
zCr0PK(~Jg{p3o^@NS1^JCDyoEE?$y*#p0sC7dy@y=SuY>uD|w=JU`F<_OfPs9camq
zwE6?l!sB;D_Ik|clI44UJ_<M*{WY@g{STEZa~^NK`fg=4&y6#GO((6obv;K$3)Hhl
z3rp;Y%h+wpZ@pQQT5R8);x#<<+)Ax!U9KE@qQf4jpvlL76TU(_Y6oxMygBp8%h#9B
z$R%{`p7tCuT2i;WB5MDVvxvFz&TjRn@5OhonJ+%iw(YXb;U$X~E8jfvug>>=PW=76
zx!Klh)8EV8HmRR1)?fh|hiYE}8CXFM1kjw9`-RX-SJqh9A`MsvuFCPcTdy#$qj;>r
zy-#~ebEC3sgZsCh-Rw8r>{^c`M-@i^s4)po8XsL(i{Ivzp11Yo+s8RYw*yplzFfX`
zZCZ<j%oUrXHIEb4?=`%To$h<{__{f!_9dUWw%axJEm%EC%rShT%Z05f?TZv&M6J5J
z|NXXg(|0X#+#SY$^!41U+P$}TSFiv2=C*S0N<KGG^Y)}Bime-=si5SYV|a>K@SWR`
z5q<AsM&GlOHQ(KeX0t-AD#A+^W*7>5$;e1;Ouu8Ml9_G4CroU!MkA>8suC^;8p48?
z0O!BwZkbv;d#U69qNlZ<d*;8ZnPc+q++5+D_2*7rn&Haf#yXd4mzMv^1*<*yj)Lc)
zK}TCEOEuN)|LQj<z4q~Qj}NQ#3(Aa+#$M8c^sKM1JNrNMV7H!p)vC`^r*DgM<#puu
z`M|cuuK4HLlk3;a{5+BEPt@oCETFL2B!d(-hAXm?K_^g}Esj!`YLdHgjiXB8z=_q$
zFD5c_A5wn7)Ui?kG(2$%bQ&}0<SUm8$sc+ILDgFFlThs=E*F@iB^~)$Bq~c;Y>g5e
zD_CL~1Rec3KFF2i>Vfuug4Py+`WB#s*tg*LiPd2ppv5UhO>!ItpI&iPr5tGbz_E)#
zsi|*4_GOLEwguS>p@mF(PX?$rth_!-5wzsw6uQGe&hk}ev1Rgy4t(|quARzSd+62d
zwZG4@ui2l?F8yML+QHlR?#(+QDIsy;$m{yUR#pEGR9{dv+3G0p#bF*!6VG>Y%Wr+>
zUYFl2eC+0finG6$fd-;<Wo54HVOyW;y?$%%y;IrOe*IFB+yI+3fG*$Yj9j9?@r$`N
zW8J)!$8SB0T<*QS^cYXvW-%raNB)J!v#&9M%ijL;7GJ~#z63NWUw^JxXrtmcHPELp
ze4<R(W7b${Q$Le?&3y~BjaE-(-J5-R^0kerJDDCA^l;|?3IB9|_VRiMsqOWDWM0p$
z*kGd8B-bYF$p1J!<N`CJTb!(8KTm{!oTIpdPpiWP!IDrn#TQzWoC~e4<!t!&b@o!n
z<uU*3Cs#<H`x%^hr}3>?#Q!r3!?!&9dRXN9o^5C3x38YcYU}per~cm@l{eDWvGU4$
z;5M``VE@#;x9WEPx~<zl15h`AN8a|^?NzsK@nYr9%lGf=cbfmWb^6-2N8imV&YU#+
zaq+W?VYdj2<MnM~phRc%s;gA?+hbqZZ++_+XD^;PG56Ku=b!hc`G4C6n;A>q)D^G%
z=**Ay*^}o-{x*I4<%(NQ^^1Ik7YkV)ukVM}Zk2s)3)r{uiGFctm>B-ON$zL5%0s~~
z{T>$EswRYqed+YSmv&d*CZ+cBw=In)t-XRAb*H?Q4vz#aDnedR6n7!{X!tSL3xXxC
zcBN%yYKgygu*WuD1|2)|Pyw{#b>3pd7maJ17qBz+?5Vn4Yj67d?fRwrFMa#H)N{|l
zTK-ALwwB9gHXr}H)GUp0QJ~{>Gohw`6T~u>WVi}^k>7VU@q3<J701k1n=4*l2<~{^
zf7zz>M*j7W!fbDQJVP#oz71)y2)Xe2z8A-?ZM^~|y60`&L9?#xj{GbU2d>^eFFol+
zV|IPifwkxFt0}*@WtN%h_&)AmL+RR@7_KeZZ;L(m+>@;Ke*Ep-AHUZ#FIV}O&inpq
zN6X_$vD>^Vw`CbD+hL!0d+XcG$+u06(^f3Vt`>sUug@$&dE5$=@R`>2Ey$Jz-6x)t
z>Ue#UOqbc?|1lH({J*t-hnm}uY2BR*vS)*4fwxL7?FF4u1<IA6z@Ht7JiD7)dQx@z
zjV4y^tSobuy=p$bTLqfd<@%vlPJcOdFL+$6;Qw{YBPCi}r|F*6+ujAUZ<=1`33b!k
z@qj6Md*0mGiifQy>(9@(-=C$X@FG;u^ez*}u5F$e4Iq}-*@3q*Kn-QkNS2LzcBNyv
zQ{Bs@)766P($CFVvi8!UxV0YzzGSt`dSA^FdmGYGMl`tA>b!`W<b3hp^70i4pVecX
zw{QEvsob!j{p0C%po=S?Sw@}a{`KkU>9?Cs>v{is&RYBMQ0umgi%PqHJnCM%d-v|7
z-@Qv0<lnlJwtlTtm3sNo^IOgRJoeeWKXdk~*w(paZ?<;|v#r*<K81VF)`Pd=A_GgW
z-&*%8Y15ep&-X=@-aHtaKHGOzQ0dOJm<PR$YrkE&_BFKpt$z5u={lb;&+T8m>rLb1
zZJS@db>^R$wblRqGPCN}TVMVCyD_`{*YAbTL*KujT=r`Fy3VyX@890GFLkbT+}c@g
z!F7N2PZ~-0{qeb)`g_@%q~^zJp|R^E#Usowr0svd`rnc7`y*|?NUi=~9u^<U^Sg}i
z)|PK#XV3daulc<7)$#M1*Z<#N_{ZkC|LRX~Zf9Cc&#~C|s_5(vhxuP`JUeI_TK;zB
zzT1;i`QF%UeYHvWR$A2ZP&wr=-k=Mtx3+DIeEw_UzL=NBPya3ac)sm>{)%lYzUE#}
zZ+;xLWk3I()Va~|>rQ2ST7BPV+RYuOpRd-tZJuW?og=^d^Ti%X<5hXe+*8yW7U;+4
zg~!)!jjj9n)GYVbmX;7r$8yncZ;r3sUi$imZD-lb%emj?N^g1j_vPj@e7E+S@=svi
zUwx%&-^cGk3+~4M*tJ!@XopE!VAI{r4^w}i7X9vF{(bpo{|&;+-l+9PPDxm=pS#(8
z-{QNsl<ji29d-l-UASH5T>dy!)?4Lgp64VyZ(eHHE%c^wJKNjI>%VxJf4^V;c2lx?
z==8dm{m)b)eh2GEKL7r1Ql9Vq|HYelWp?ZaS+@3N^*y=!1*=Pn?^`}qHrrgRpLu2x
zOLqOvyH@pau@_$7oWIZh_2$OATh_;~dH(%)(amqX{n5ui)lbWF`afs?=0?r;Q;w}s
zzp<lmZKTi2_Q0j7f?uSxU+~**dAqx`-|kn&?F|cmg*t{Nr#{~Ep=kHt>vym6Psq)6
zW}b8K;49{j{Bv%kS8sd4cxhh!Ew;K(e^;Fi<v;(8|L@wHalgZRZ}xEiS(d)F_9g%R
zwY##ve)#k0+xt!B<>yyPZI%>|`0upa_H+ELe|F!QYq#B<x7JeORYmg7-gu)B-PIM7
z);#{PGxgreYxcD-!d8a;{*#wIyY_MKtLj+)`u~SYHakacS#<5=Bl(;^|082WGi+_P
z|2bOo`hN27Rfe+*8+n=6-|Skue+9_WIkxX=&6d_K2TSys%9{P#_-eD^tA{(EUeLW}
zzj?o8Vd&lEee<5@+>y^)y(`AnW_#ZM#Mkey?UUQ`ifx(L45Ou{>HXIZuXuDLd4pJX
z@ZTuD$6F5Bz7SU9@vXeOXXmde*JaEC-<fgFyQS8sZnKqT%f%D^6<M4aizm+ia7E~X
zo3efMboJmnhi~nBs{Mj5ezX12xy&gM>L=InqA7d0QguPETiu~xZwKkM9zQ!5v~RU-
zy2te1Q9r1i&-?kYHN5`1=@nq<-ajqNr!|;K{p9r5Wz04Cw7IlW=|y60|AO|9n>W^U
zRj-|Wj&W01&{kdc^S3On?h>)dRt>#f^kGeJ@LKPKoAFA7tIXr5%FT_+(`2#jk#CYa
zvA$!q_)CUJmVF<tY!k9Ub|lmlQ4>E2JMw2&kE$OHA5f|sO%FpizhpZzFbOm;uqZGv
zayUSkDlDMZXbt<%>-B%brDbHc6rZ;>zb_p%VQusBZ3`bjOCaHSQB1coo*)%~Tl`E|
z_OjlZ)v&vA3v4X_^O9{7AL7&jDl((yff{$ucb2-`c54@Ftg+_7R^-47zTnfw=PwF;
zvDx02ar?yur3oCn#8hk^O13tbX&lEaUN2Z(6!;>Rk<B;ZmRlQ=Q$ZF(%W7!(mQ@LA
zqRxAME%7!|P=J{WQaKb}=w80^MguvNKvGX;GBi=7#lh>rtn783k75fBvR>L@*sL43
z=f<6~_}Z^mLG6(l_O3agND<`}`6%Hv*=a!ri$F<W_uA;~=k)e`IFxe1y#C)Gl`Lqp
zc-!MX>syx3=S=?d{j~mmo1_U(uNR;0|N7uGFVlJ3?=icdO!Ce-*u;7`<<I@gEBtIe
zy1?3%YE9hYdRtt(#d;%_i)^0N<Qj2e`_;SU_ibhVo-sZzW7x4iRdT=o?zh{bV{4S&
z1RZw1b~ydyB-NAO-fp?<*I999rm_0Z@|ANm)YX?3t$JvE_kjGFZ--5+k3Z6m|Jk*)
z_}a!jUoLr1emv=M^l2mBJ97o?pKd?<-|+VLDYrwj3TA$<o2~8`zprLzY}w7!lmBb>
zm%g3+^wqTD=Z8VZ?!GbHD)T+)xRCghU9Z<k+wIpXR!Y;^uiq|PcBA9-s{dz;=A5&5
z+_U8UujJG+>ARJ;YGd}FFDlF}eB5iE_xXF#^NRa?FYlj{o1JXL)j9X+^9Y%e3yvo%
zv}^6k_X~dBG3jpm9`BrQGot<fbKTq?^gMU^^mj2&ANkF<vpxCy>gw=*3F#eQ<7z%0
zeKO<GXA4`tuYcc63HH;xV|Zxe`m&z$^Zsv6{t)!|%c3t2C;YpA=C#s`Mc2-Dxqe&n
z=KtQhzg5=%emrjXzw&ND@%z2sZ?*ACAB(y0*RlNSs!-)8o31n-)_wgi?zL;{B92}1
zE=%>-?GSFtk1zkI8e94M-}n9b@9Y2nZf9TBcT%?e&crRt#gzlQp4$2BoKr5o;u6nY
z&MWZ@pVUR|59pL%RI4p2Q@FF>%+q^Mr^nwD5_R4F|9X7=-wwv^<bwZyzu&(9@9llH
zPjB@amVRD0WkGm!n$Dy%xw~H*|BHC^`9!X_tvI9eHrw}qx7~W6n{xkk>~=9n{qlpi
zo^BBKx946U^F1i&wd<MKH-7OB>&kyi@2ydFTt78<>ElOlx8KiWmnm>4+E*xkMt1q?
zb-T2F)|c0OVQv26I^~V!zB{df<p=k1h`VmGjC{MuL%B%7B`G;Se&u7&Uo}B*zdL`^
zwH7;**KMEwcF*T?W|^0kJp33IcA@@5v%JdepPl|SN+&<2iGBIP%2OX`V$F8`vgM+v
ze;;adSp>e^vIvdUs%|Qto8E8xO+wD&NAvNG$K|s5Z9X*A{`)-NKdJ8X?E5C)x6jVo
zmD%!U+4{U?>!+ly7hArb<2UpDCnqPrRk#1?DP&(;w06t7+jZM@)92T2t9>1PUrKTM
zQ>!{#_Lqw|ckN&F^2kBYL$=@VY(C4=5ajuA#-8W4?>EN(eHE^JYkwA#=|QHYY_4?-
zah-`)<}p2Qd_>yS?(VNCT@vHEiZh_^Mr%~stRDxvt)KnSa@KS#zaJX4?BbhKZ=+W}
zUOAb|ocUzv&zRH)r?l5^iO$=px^mJ|ZPvQj@;fERL&FdH$~$|@Za?+)cGku}N0s6=
z^|s39eR#2I=DWw+9w*EHo)KGe(e-vt__nT@_nv(*{Be+7{?4<Akn<ZYw)AETeu-l5
ze!642@S39ivb+2Zudi3>-deP(?BS){{nqby#1#9?-LU(P|M?fIOZxQ1_g{P4eRBP@
z8(+DqmVTT%Te9eqr@HFng_WP5sXjI;f2bTg(f_>BnXpB7XPmCRbCmc0%JO50y1!*M
z`D}gcYB_J8)!S?5<@zrhKh(;N{#CQT=;^6ky)C~#PZQ2pfA~@|;U(8D>DiX+-u-xg
zO#I#BTPtpAy?ELue{;Y1()Ddma#yeIUeFz7Q`=PB>`|}q@!{q0?{~hxd%VnX_y4m0
z^Y`sHhz|5Ry>Iol_j|wJ^E`Tud;5N`cm5)Ar!LE0o1gIK;OX4+bIb2#)_)DJpE{@J
z&L%&tyPUSwg$rYjuYcYU;NtlG_8YxrJ0_Q!Dt=*B*#4*ZyzTT5R_Rbik)?$JGlJA7
zMM*4M{V<Q&i*wiS-RHOW*Z+BZ(sf-}VzjsY=cae7Cf7yno~<=w?xS~o-czS>dNl;D
ziOIZw>G;B&tq1<zjy3t*eCSJqv32e({yR1Q&+_?cgCc8FQgGI)W%ElX_fFj_@$_1$
z{PsQZ*Up=H78jjfa(nB=OHthmeivWnRG$;@E$+Y9oov}DeM(QI_Iar~u5X=u`$1OI
zKk@pH;$^SbZodUepuhY7|KR`qdjG%d-@o_&|1H=Q_fjVQb?c_K!>d2CzZU%R#_;&*
zW!Cd85=)X7l-!#(%lG;3`M39c@zL8Z`|i&BG|#Zf52VU<PbJ;lnDos(OYqAVo>NtM
z=ATc4?oR)<b$xB_?3ryZxljAsd_3|Y!YbOa{IRyZS@Cht`iJ{&vh2O|(e|{;Tfsn~
z_65AE4GX#pehbf$j#<jyx0K~B=QisD{xgkKEf4Hq-t|5rZpme%8S9*uz5jV`-jB`f
zCxaeMo)<UgUTOTvg4^?L8>dRUTsJ<uBco}aoWkzOrMls1mzfttt(v#!%4y#jId<1h
z8Pqa;`aXZDw*5`JFFzjl_s@7WSDIm>*^-$5{{Lfsxx{*1`)m8+-=V~vsY-91Zf=<R
zP1p9oS-!H($0uiPHrTZ3z1fNTtAbYEpZ4nb%ZQuF$-DSviq9A->zPg6&AQ}H>;5lx
z>GjJ)s?A?5EZ@qp>v8m}d#}Fqtn<2~?V0<Hsc3QWwtM$io88?dwLFUDZhS=iwwy?%
zmw7!C_g;v6DHH#$CUi>X;ioM|wfwu*xBdUnZtpYe!uRQ4cD;Ll^SSnvQ|0rU*X?-p
zey*Q=|G}dtH!s-z_H@`kTlw<ep1MtOeTmbYx9#6?fA9N!zbDzh-+bQgcFX~9?y6r(
z#ZlKTKkr@YJzeeSge_~9=f7UDeShE8Pm3kfm!GfhbFRA9cDw)0=OxFo?*F)ZQPAOn
z`|;e_TQ4=eTQ*_Y`;{f!>HZ~8*(z_Y4EfjoM?~}c`!|REYt+}My!f|Zc3nolyiTg?
z?vT(GSElZa(yFfeeVVgsmyk+US77VMx0CG_R<FCt7P0i!b`JFyfsLy+T*{EV7UfuO
zAKSfV)%WZ*kFQ=jf9X)zX_13Pr%kHjU$0!SoV`WMQD0SI>8g(}x!rCimzOQ;`Cn(!
z^zPc%%Mb7V`xQN7)0~?5Kilhnu>bzHegEAHnRBPI*w#jeuWZ~|-`BKzze)8)<Fk81
zwO%a!HT(42H=os3g<kmEytzg%Ej>NN`uO%BR@>@Eb={VAwqBf7-xAw1e|mQ3MHPM4
zd-3wl=f7wFo;|PPQLJHF=PTcTnI~JYWcvNQXUmhP=t`v~Pu*3kZOiu|Im!O+TrR8p
zUm0I4)ULf(e4(`Irf^Kvttpe=d4(_1_I1@S75K`3ch&Nyd9|kgzs&F2_P+DnaMOS1
z!G-bb<_QOAZp`{}<&2katnZ=Kz7MrRSqt}1w@d5}(%qiuc6vk9SL3~h*J`}jdgho1
z_pZlJXD*YM3O{Ys>$fiIs6rU)-l+YhHeR7hdpoqWU)(HqTgtWTw%+%>t7qhGzgxz;
z_wM2=345aMm*1Y9_gd08E$4H~_b(qeUGXvcUOVrc<koLfqi!rop8867D@WB*iJMs~
z<FCzseER76r;ifW$|UK9pBMT5X5*4+TvcoNRo0rkR)6+SJ8AjtU%lq{BnlTUnzi8i
zW&O*~tLwcTe<ilveBAxN{MW+5n}rR(%fBrw<WlSH30$}SYSqR~8ns&|`gH$`=Ge7@
zb+h`8H?`hdxpoO>mNT5TyL#iU{=0Po%ig!1ySF?dw`=!mzWHUhGEd6=KKJMA`g+@y
z2U3<tF0-z#;@T%(Tdw4Fzd3|Axh(oGgYj>Zn^}cPweh(EQ|BoLzS4Y`_bYT>ys~(A
zv{l|(9{0~8<^QeMYP^WsvD)^i?cY1x^Vh!&zna3j_li;PiOFyBr&!(F`D)egAJ2J?
z2z|-ges9Wbtv9T;)iK3CXV%6}SidiP_M^B}O>gv%O_QqGxqoVvZkqBfgK9&?z4zBO
zO`ErG-n-p(YGEtc?=C&RaH$;2OZ{agmxJ%DF8uWTwt%Dl_kgn{eml)h#dUo8c{Rts
z@cgqZtLbwM(zIXP+&E`{z>{OHd0g9m|Iobp(k|xhqB`YYnLF=$+<*6A`bv{xjoI8c
z9~aslouxB9r+UgRh8Ow<OS|1(&h&nHv)c8<^`N&wo*Opz{P|&N%jSOJ_$K$GKXX}P
zk8HgZnqNLYXzA}{uhKPdMDy+M-jdh2o3>k>?fe|e%YL?BuRO{8IF-fLy7ZoX?v10G
zU;S=>`L`o=)AwyX&sHwEnRPWIsbg05Y=f&$F0Bp7;@WPV_@n&J^j*`p%o7e@Q=1)f
zCraYio>kxEzP#C8fBEPAEdKl6+<v>{)9yFVt2Ib1Ta^=b;dE#H;!mo7t#3Y#{Z@O_
zkY(?*y4UwzWAnOp%dZKq>Z)GbG|$fNSMu-O_y4|o`2Am6zVWK(k_xZP&dPCbet-My
zx8m==Z>lGSTgCm_c5>hGT^-HugP!vqKm4>}W%=Ccvr0vkUgT|a+FHD4zrfX;_m2AC
zYudkjRQo+`PSBcDPj_b@|MKN~$(j=R6PF{7=N4DVyzJ+_nVeTOlfU+b^R~jr#~wy!
zZrc9n%I5l|dNDt~75u$zzgY9{tXnyaORlv3Qi=`GQh#x?u<X~4S-G2o-aG1-YOnfr
z!+*~)L5B;{$7jViLHej396KD>{uX&T_rWAtbq+{}Y{5xRg%`f}4)osGTlBr~*ZpUn
zlX^2)>zJ7YGDMla+Dus)I%C6pfrbM&gc5Wtw*C3}^_fz`0`u_dP3CAlUxk1GCXOmc
z>AtgV5Zj<VVg-iAQ7sgPSYsm7>uYN_bL;Q90GfE2ZC_s(YV=hv-c*4b7RmwQj4XTg
zVsv;QLlGAQBKFl(DxKS$c6QV1_4{ru^PO!bv*S|v*FRNz55>O!^fib3v=d~=LLp!-
zLsQ&bL2sy0PgwS}?EiKvyX<c1_1+Z)@x^CN%O3Zd-`Z38dE3PARc1@#9<D3@S+%V-
zRS`PwvBHnRas9atRZzFyfq|)r$?t;x?l(r(FPBWtIXOwS?Bh}K=<@RIJNNJI`lZ+|
zleGWGQGGX#UyqJ<zr9m@UiRKJZ@ryI#B?GIl5X$0v;6;zeGCs&@BCf%drrlp&cpkA
z7o46wvjLLY8h3FhyeNH`lnCnD3p6yeHHd#XU-QiP*^*oL)%O)VbgKS%R6Mue_S**Q
zcRP|JF3g<++Fy5aQ}MGihWeL5TXHrm+5J9jZB%I34sXtis=4##&D-@Z^7;e?E=YD@
zV4BC!<fjJ>ien88;w9m(^^ZE$b1p7&E&KQL`R(ibzHN1xboc(Hrgtv4YUiBz-9Nc<
z`@Gfr*2nBLT6tpkf6K=5`D-Rr|MWlZk$?Ql%gcga3{SAu2{C~^(6C@KGnm29Xs8n4
z)wA4ZX43Ds+vAlU`YqeLVE4-R;W34+JF_Z(WxlDi`tx*pd>&}{At=`0zCcg=#nNT_
zty!$!ZVBF`*JRhmdC(s^{&c2?%PJEZ7ZS`&nU3Y6`RY$V{n!s8-!5|O60WM(uU^Sj
zwNk65>iSOhS{|Xs`7Mx4x`adF#S&(S-xGK^QdsYv{CKzge(v(QWl@_<Gabv<C#*I*
zTKn?S(opReFEu}|)0+QR;YIQUjz208O$?6e?9g~m_Eyk-adYiSuBxr=M|QIB*_rtP
zJl4>DZ0Gf@KbP<L9lm>R!6DAW-#6|48uRpDkMTJVvx9g4zmtzJ-`4V@6cVKluLT!0
z-K)wyCkOVN10Tl~?H75ISMN>J{mr#?ef{6ppp%q)1>U_e(t9^EecntRXI5MG&Vy>;
zD0A=@cDN9|>*vi%h-nZ{f}~DxGqTv~>mDovagfLCXrX1|<+l-=Qat^(_nd_my$%da
zR!pCtoxRMeEX1O~&=@G>aKW8(U1*r|h3KVAZ~8-=>yQm{{_ejwt2v&uGBnMbKJCQI
zvI@uNOQv3COWF(#W&sYR0}<*R^4iV}Oi4@}yCgC;w?1BSHAnZ<KbYSps2zxCuW4Xl
z`Q*ajcs@A$NkOzl=F<&<H&h_@FtDVsNW4A~AjH8WARypyfmL9(C5!snw7l4FypV*-
zz<A8+2?LA51a&5ks(De$?Y9qkYPa_uQgehB8Vbq>BHY_1IS4c~G%z&jHQYF(Xpw1J
z{CZP9Bz-e-7+h0iS72zg5p=ll`HGa~9WlQs%N!9iPM8IfjK{2urm!?Iu&}TQlrSDi
z<2&fNdS>+W+Gc31HEiUwWMJfY(#g;?Z~3(o54UZ(<oSBl`)@ac&+}Zn%QgRZ$Z}bW
z?Q7qCjZm~})ct-ZZ+8BURqy1b>JP0nd${KO)xB}^!goBm>i)KCYWM4VN3_c<@9f+0
z`OmKF+ON3I-?dNJzjx>UcW3W|HchU(Z2c-u|GKu#KjF>l?^e_c-~Xw&xqMF0|Ee{H
z&sfSLHx-85{_twg$;DCn`r2DBMX2kaxyi@ju)v0qW$v359t-YxW}ls9TK4PZ^4qrG
z?@V6v|EYfcO}jr2`EOtLx6kDk)6q}~W!XF7Y*^u9!7uiY94};_&S$Yb%IUaXH*;2o
zCQEIc@K&|mOpF{NQyH4#u1w3mP&QrYOZvRZV|Je=_TLcS_o3D0(%t9N_y1WcTY4oB
zlm&SIuXUWQ@mo^=g}cnPyxZs3$bGxs&6e|3%2?~g)yUqfLU9+YzumjP>t1Qf)w3_^
z-_@`EzP&%fIQ&BY>`kj>Z7ZLz(s_6PL)YJ=$6nc2xqf}QnPx42CvNIxY3(y%c9sdg
zv5xm&I&7BxzW&sqxaw0mS1+f9Tv)yN)Jvhb3-;R&@0hji!>a4s)lLUGuICiz2BnG>
zoeWKJ!ppA3YG}WhZJxjFeBHOr+g`8ReM@zEj1g0h@b}&Cc4`0I*CEfcw_|Ns<!r$(
z_MbkAmayzCI`@OiswppRUsK-#^ZN%ko{>|05pp3~?dHuujwdr1n&v$|cJlDDRMxwp
zr|kc}^uN7!`@O8<=jU{Hch+(JslNX^?)RnX`=<CbmOH&){eJ)NyYJt$2>WfAoxjhr
z^P$$q^?ScX36+0+b=A}K-<{&~Tk~sQM}K?Nt$!=s?z80YE6eRtr^i*T+*vAL_am`*
z<J9?XTvfls828WbxBV8e>3+L>-45GdFBU7ODOcpl|9QZ^eW$^qlmNYH^A#WN`+nOx
z@lZ?3$1mk|f1_?a*N*?`HA%W%rl{lZ@BROG$5y}H3aUeSpC3Il)6^$<#iq}_Vqda!
zF1>yC?f0kC`u^V@od5Uc{3Pz^y#IHXi`9MIR=t>YZ=Be_8Ixl5ZMBcrPk(FtFJjS&
znHvSZ<ovI?|NCA#yKKpX+V|D>H;ZbA^;r1ry4`i>-}?=R`MzDA|IfrS?cK)Xa)*B|
zPB9c~ihCImoPTcl^m6g(`+uIzS9?COWZsVA3&-vMeM||gpU3rc?uF9J$2%mBH)h?w
z?%}xpsmz4D`K#CMI;G}6FX#E3;&UCJ{l3k4^7vQn+NJ&l{8d}eJgDYySTK=A;EUTO
zy$AWJ{!#Bzejb+pXCP@XO`7Mo*6zu@UmA{kK1-b*n|A--x9yWl?|Ocj8XhO9`0)QH
z{r{6X_De6>d4K1RN8NAVY(DSzuJpV5!`u1$_r5agVJlT;y_-A#@x*=U_j%9k`*BqN
zR`~v3p}!CE*Cj}s=WRJ(|L^lNmx_mnTEA_c|5xXypQ7U8hmUVv-P$RwaCW|Z{Sj8F
z?X|z(@2~%4zJ1Q_2}Rc;(?j=k1ZN$X(`P&@_sqJ>8II-q=chhgn(*jIr}B;;jXxyQ
z=NLW;6D)6h_4RtZKik4n{)<`n%8A`fcD9^ZWO#RD`nNYX4~xH8xBp+2_17!Gsecz;
zY<l<YZ<}<Uhu*av`{wQAu*$x+M#cP+<)iP{p9YtiP2Tn2B<jLuotS9*|9?JT)c4x8
z@5MRocZ<&~o$&AVrvtTD#22m34OV8|d&}~G;g0wFez)De-z$0N`1yO<<$j;)%l{tx
zx-utjYEr|3@Y6i|+8J1+JQ*DGRo*iF3)6J`f6RQJ;i9H_Vny4#{g&*F*e$$LJ|TrY
zIxgUjQJ%u9RZk)v{lhQ(Er0oSO7rxMA|>Vx9`E-{x9sMc`S{V1@4N5+%~Luy|Hlz^
zAwkb@(M?wyOIWr3&XxbMJ8NyW^Y@cs8JDKAfA3*De%=1d`S^f>+mmZ062f>kiOYK}
zt=oEV=Azv_TNf->z1ms6m2vxYeRb}vK#6R}^P38$CjRH){yz7#|Nre?P4oVpdzxtG
zmvPS|>VkG`LcwvX>)-Dlw{5u`%iztuYxj@GecXB1dS9=06)!2@WB>EXWcQdG#r4*o
zPAE_A-u=Gfxb>Uo_Wvt`Sj&z3<SL&`d>9#?mlnP=dA5DrwAD+hB){!^9P#V(tlzUw
zZ~Wq#WM8det9<5chv)gU53hd~PnoUzq<{O<zKbvK=&HW>_v6juAAf`Feyip;#jUKL
zZmpimYFqn8)BH2PBfo9YCOZ~|1u6{-v@^{T*8~OMxoh$!DER%Igog{;<-D{W%{I&R
zV!NN|s9*Z^c4)($(05fVclqbssXD9hBJaNJ>@RCr%sK3z%}9Q8kX?QYGrx_&$u-O8
zRcTE$Q?Ghi{de=##_92OmXUSa@0NLMvA;~cEbjT|!Ts=;n}gnN%Ur+ro76N7`yb_(
zGh<cnhO2w=*44PK3KHEB%5s+*JZZG((`?(AB{Pq%nD^B2f-QIXpAW`*Htk>jg$tEz
z-*Y<D-23p;MeA)=^X=~y`I7bf<?k2lb{`mb|Nr-Ua#v;8g}cnwb0v1wy?J7K+O)%)
z`MsmQYUsa1y}#?r=X^2VaL2X#ai6u`&)NGUB3|BjCOKud#H0W3rWK1H|5JGSqy7Is
zpC{ihO`1M$@5Ff@pXkk6_W$jpA74R}0V?*O_AlS@btOIDZb!Y6n6Oskx>fYbc`_#^
zFWCLoFW%(by{3S7b3(MHuaXTG{8F{4B~_83@dk^)mm4kIa`x4iK3&Z=KYFEe$9k0=
zch{)Bc=`Tr)yspe(fhA)RT*>cl8%utJR)dT`s&J(ptt%KKNuHFckF6xO@6+5Ri48u
zy-7>#_f<V+oA`27U$mO-3QhCBw|EV_&$fKXog@1pMZ5H7{q{`@mZzIr{M)x{>fBj#
zZB3T2PuTil_4f-#Voh;<t}DIrZJXj=EehCcb4qu<yJPvMxAQJOSallI2bsiOn%A{^
zf9;|8KZWA&XGLDv+w=SJ;@k26w|gDm=G8RsZFXko`MT-zo(B3YxSPMz?8Bn>+fT>(
ze5hYt(z8zGMWo_+uHB3HpZH$5{Ci4Wn(xwLp{8{wSdttVn36pi9Ob=#vHp1LwLY>q
zY38&qSxxh5ZD;R4e<%D-?NP<Q2bBNUm8x&L|MOhAP^0hq>H8c6x{7s{?fCtwY}>54
z>t5`5|Lu1E{)eY#N>AA3zw##Y&90cThRD+j*NT0(Q_CD?ik%PI6mnXmeE+=J(_Y=)
zctzy;gtD`TMZSM&*nO$w>_wX!E9A_Q6<<7E7PH)S`IHGEryr*YmTZ@wT4YxnQ?Pl`
zrSG20S?~TW-}&76%4Fr+I=2sSRauHHO^MNbF;y;2!ui5o=9icFS8JCWu8TQ(-FxTm
zjK}E<G}9-U23>e<%f2Ks)Jom(sO^gDn~hi$CNMK`RPjkEo}V3%cPo6`tykX<`o`LR
zx!~MBUt`X?H@i}`?p9B)TeN!raf4d^UD5Y_AFg@Yxn^;ql~~ifebcRVk1So5v~20!
z&})CMeEG63&DFm8e!Z&W`LK%1|Ic-WZSAUByJ+se-lE_b_si4j=Gt&pt$cZ=?*C=c
z?Lmj64jouOTix;exu%uhChQ0jQr>_6S8hP>ngzS(pSjmI>74NQ+Fk3H%ZtqvD=}w2
z7Qdt9QrJsg>C&e`&8)Vw*<U^m|Fvj-(1p#%Z<VYI75Wln8JV@JW?R#{H2WpDx7=y|
zaEf!+`bEFHufB@5k<xuJ^&DfK&x5?w58?`!ECXK7c~WFkD;@T2PsA#IgQI)bDKm3B
zGcZl$RCqCwQQWph&M)dF`--DUw>%ubZ|7PfZ}TKh{dpP}Xd=urZv7Lxe{r$p_Vrbf
z|Gmu4E7e|9vR!+_cEkD5+`E4tz1zlOZhBAub$JO}4+8`5BTpB{5Vp>D2VGw-fBgG8
z@6H`{Sv6L1Wz{h{<=Kbk|Nl9^KVw>yeAJY^7Z%s84Oq--Tg#|bU3lvBjO^s^s~pbX
zi0wJGZT;#gzqYNIn!2^_Vus`TV@h|~H}M;vxp!#dx#LmG*u#?pU;cLE-gSH0o3#u#
zx#zwN5Bg<p`{Up2I*Ul%eE${QzRj$6bEB>D{}^h_)$Z%9-n6}%`9$UOx#{!&JW-#V
zJma<d(!SjPU;O{4{QuGa-{KFK^Zx&Kef3ut@9w`}Tl2ppe_?_A_m<l0?Dzk^E9bAD
zUh6Tt|K+q|rg!l(U;KNUdeQdD6<O`O8*kLs{P&Yze78_xHuuXr-}gVB9w@IL`^SyD
zYH4x9?hCK;?iYwZyL){5`roskhrgQhWnKB+)BFB?UC+O~YGrcaHu)!sYl6e?rzCPX
zELaH|*1Egrq4o6k$zh;&RTiwjaPMlwK1P;33$FhTe(Y~?Rc+4KomJtdzkZ6l@cQlv
zSSO(>T>A}Jq;c>4`+4uJ_Ab76_0!%x;$Nz^f0`?ARDE3Y>$;<#Ooa->4L9+Ntu4H|
zs=Ly0{jP+x#_;F9>&mCb=+1B7=(nz6gP}mfff+&$7mkb6|EsTA;~({ORgU3_pIlXY
zHwu2K>NL%(Wck~_M)1q6PkfI4g-#c;y=SrMhQ8XGx9PUzy?g8|wQ<c+ljk=wuqXt8
zMkdNaR1B^)`F$3d?(pl8*UG&ehPIn`Y`IYc?$=3ZGxd}n>$2I;&B!rDsbRrnaSkg`
z4+`8ZbT}>Ka3Olz%bSH9PbM)m%{!fT^1NH&rBnXV8&qLkwilcR*De~XDzPXSR55Y<
zdU12>ky&%LL@k<m(-Uk#gTrZ|gf*8p`JV4{R+!Er@Fm8~yUwg@a#-E1CS8ylL4yzu
z{tX-Z=4lElGBjQkcDUevex2&IoRyQWT`iyW_r3Sm?XO$wQ_Bv#`?~&mQudnHwKwbb
zerwzHy(;Q@UfGkLh2=t@ITbz#8%NuAeYH<X+w8VcZuOsu4)3j`|J>Cm+L1kLt87sH
zd`4Rqg#h`+X;QDRw6`r)WN0*0XjstC_(kb&iuc?t0$*0F>|Ee}G}_jpDQ<4y8dZTW
z5h<PAjGQ119vy-#OadLA437Pt+c}fAU-3N6{Y&uo?6b3?_I{PCyp{8HHn^u_WUT+<
z?%Uwp?VRsd?eaT+VD`69&+bc!ep$65EBXNUuf{a9jcuXxj5hnGxv}nLiwG6_*mTeC
zUe0pXtB-lV%-H)a7~Bur$il+H5|y<^`GG43hl7G1Ba5xx{X_2gD<_LJ$(hCrepykm
zn%(`vYU8f0EKPFVI)#b~iWh>CWjPI-92l4kITc<QzBF@uGtDZ~G~mMZHId27=hyAJ
zTYTQubK0EhcRRnW&96PJ<}<@!j_LkCPxarfSls9J?{BMq&B1Rs)8(xn_ZYwVb~_(D
zMSDBtdj0?J^|y1k-%ZmFTLbDJ-Ap?-XQs~Qsq1Tw{`+kI|8m}*k8Z#3eczXUJ+?gd
z)Ax4yx*PX?-}|oie{bdIwBK*i?XCaB?#$)#d<n{swMD-t-i`mhUD(eek!AOUzi036
zN>+HG$6vcHuJmfCS>>k`>*sTdPc5o^HZ%Q=viwhvN$=OyU-|6$efsRYU7C^ipZ=S^
z?~AJS?>C#@f)-hv`ER>7cKe;8?!TYy|8K7S&@8_NG%DzIbY;4=m)`9JNB{TDx8?TV
zue-geR=HNkW3%Ub@2Z&zax4uF=Qy@piBL~}b5n-HAt9QH!zwaxqJ#I`Em9gU<aSB(
zoS$b~9Wmwa{kbdd6ddL)`}uUb`lWZ%s$VQ@7wRl;dUx$+{r|sjci;cJ4z&J3{@?92
zk((!_&N*TIvrL=`+!^sypPRxh#^bxTwE6qh)#0~auitOyH0{nNy=~$e+watVzdPNd
z`_bhLNB`3&`0IZhZt?uZ<WW|C_tW+G`n_|jUadSVZZ7gWHk(J?cj>mx*S@aSyPn{9
z{#pOz)bA^&`RCb|Ph1)2SiVtQFJ{J<?w!TY`JV4OpLo4pCcggTsjnNC&#$w3DgMqJ
z*7KdUCR)pU)u**v9GY40=60Q4o?rKQ_P3S(wOO-k%5n?u6dvc5S3YO|zh?KFO{d#-
zrv7ex{MhbaQ=9;ISepYMCn%)a|J+pJa7a*LWSQIJaKW~54(G4f^1D+*Do@wWaj9_p
z{^;eB<d2VzZYz9z>|xgL=={B@*6(&a-mu{J!R?bjZs|EDc5M&WuGJr=2}#D+mi_^y
zJO1va>-~1^w>(+6S?168o2OE$Y{id<chrC1eP8uzmAZ}Jf;+6j;g)6f-{%Ky)@tGl
zPgZ!b)aCYhxx(M?QtpQ5)K0zrF?LtUO51NYl27*ZRi&9OVYRIdJRSd}sP^FB^Iuo5
zSz!O`#bVF>h2ne6a&MVDN(vPy-(J+ma`$cdw;PlG&bD_0#e=H80^4T=29_c>2FLS}
z%^NHQG76bEs=C!3w%*NOIXSG4<?dGRs#Teqk=p7n)@i-4tA4k0x#dfXKOYXiZ55C6
zV6oMGcym>RrsMfAmDNwZm%jh3@#3FZ^BNYbZ|@$j-f^?O`ecc*<ei?@`Tzes_k8-z
zeE-k091Bmbo4(G+O0y{RbbkHs+n%kPZ)&~hi{IHTvotNcV&->ohd)zZy~&y6W%=y$
z)w{1A+P%!$JAdt?Uq?==&!1B>f8B!J_siw&tyOJjtEjx6Tw1L1V(F@fH}80Fmkz$&
z96g_bRpCNV@?54Z?6Wx<!_*rVY_DPqx%q#ZRpwKl3zvO^vvyUgI+kyG@&0M;_ucnx
zom^sK?El*8Dz4Rd@vrV*3G3b|8tMPT^0-Q(a%z4r)nAwLp7)#``+}LvcBJ#`zU&sg
z%3@oc?YdUH>yN8$`TpI)zt`7&U48iS?!60k-*$*$z3EvMb^)}^Atmh8{Xb{#-vEv3
zbbUX4z4VpFj0M4t>sOaX?%)Jvz~!8`x?>w0HVZpkn7y}^`TP2%eo>YJUy8mvOrLbj
ztLfdUr~UT-DvJDHcI)r6&{2wP^a<~aF72xRwlGz(Dek=Oo15RVk8xG~`Y`$2`mCmT
zbEV?@7yM4QN_n5^Z~y+_(a-Yr{8hV};$KPfI<{Yu;n<b_Z{PR5>z{~}*Ka)ZHr=*T
z=1A*Q#R<Ypx~A7oau%C0GYM$;GdQYSYYAmQqW<phmv(hsrJ9xN)L!gM{JVGCySSHc
zw%q+va{W#IlwIMbOLjjg?5f_Gc_vcP=l=RP5>r+$2(LO2xoz(%&Z=LIaf)}^ujhWS
zeR1=xzp>Bz-MjDKe!8=|WB%{|LHs$V?Xnlj^q1^Tm7g?C?8}?O!k6DZyI$-+XZ;tR
zj$OA@+?(F%dF<SFGkg7Bp?iI<TicIZ-MU_fr;$l0W93Fa#@p?_Z4Rpi9WF$#J^K32
zeMniqd41&PvyZfI<-OWGS*SdJ^KY4=6N-oZXO#Uvw~y<j?)zn1e^;;iyXDmv?VJCe
z`2Rcd?|J>d^dD36UcTS=|L=SC`#-}s?7Y9?`NNp4OF|d3?wxmiO{)B}X}R-Fx^;f%
z+)hc?{Bh&vjGJFKy`5ES8m8N$t#>)WvHbh9-Q2!*?VEo-v9#oS=UAzi{#X0_Ih)UC
zo`|-*t6yp{_15{I_3p*FUwiXw4*z@i{@*#fZyWnnS1*m<`t0A^JjRdwFFxlkt!s8%
z{NC~WJ+FtAQ>$hqE=}(KB_S~9FiV4j3Mh6uk4)Gg(9qDw(6lc3=9Gz1ua-Pz-Ft7^
zo)7EK@ZH#ZZ);RurT&Yr?|y7qclXT+$@HtcrB0`FRyeMoey06QPS{@Ujej_p_BF-n
zPg|FHt?UFZs2wKI;4l|d%Lc1Ui-87D{23hcZ9Y5wO@cHAb`skdD87`{<d!0?aDj#8
z()$VL-}$Y*{9rZ%^KJ%44i|+35$a4KPEHI=i`5zy^h?ENuQ}nl+Vs}Uz0j$YEn1An
ztk&N8^v0a!lP81Y`SjgS(pFn!K3%4HLjclxVqj4cNLVAxsHLdL&=?468}+U;4STZW
zs?^&vanRYgsHqIebHj2gzezLwRB2f7d~<Bk=FmA?iY|-fKxb?jm;^Ztu5~g@ogmO~
zU<Iebi^Xo&rL>DKW%ZV&=|iXF)_OH;^jp2n<~MI+jgZ5I&o}jU-qiAo+L_5^#sVFG
zZ{%Q+c<s{Q<-y^QaD_$SOW@+{UeUjvt4+U6gZao|K`7^$+2-p*%jf=WV_+!)O(p~;
zKPe0r_+qn->oyA`#9Ixs7@F3pdD(C{B$%)We7P8qEDMo<j^l%73>s!IH0iN<Szt&U
z$ly?Tv3TJzD_9#8+*k$cG-PCn<(X1|A<=kIz~O?sb8jhZLZkt#9Aq?jK1Aaoro>{!
zh6Vj?Qm+xFgOr1eKEfhUVi<4;G=hyV2PEO<%-|@`YkCdVt_67mVo?XD!i%H@EwFhC
zghWppLzA6U)*5DL$Uu~X>=Y1oxNy{glO01sg17O%yyV)j+bVajWHB%>FnGH9xvX<a
GXaWGl&Ys%<

literal 0
HcmV?d00001

diff --git a/bilder/evaluation/groups/iForest_groups.png b/bilder/evaluation/groups/iForest_groups.png
new file mode 100644
index 0000000000000000000000000000000000000000..87e7e434d67c666d1ee9de41fde6dd3102a1cf47
GIT binary patch
literal 71498
zcmeAS@N?(olHy`uVBq!ia0y~yU~XYxV2a>iV_;ygI;wG-fq{XsILO_JVcj{ImkbOF
z44y8IAr*0N=JM9ahR*yyfA$kKbA8`S*IA;N7Amy1Ob?0@(B{xs+i~QO(|@g{ITLjk
zrS3kZrTuc7scU#@_Vlhi*I4EgL93^1TJcs-pKFDOPV2r)m&|`TUH+n)`T1Yj=l?dr
z&yC98-KkDHw=@0S*|YgSzBpGupJQyi|GDM!Gv)I>3rR>wNGQkzFmO3AYA~=aU=V3w
zf^ZC;h;T4)w9h&F@c={sS=O16K~aVgQ;&-%g8*OP;l~>nA`F7+V{rO`Ar_F(p~ave
zv#9NOvNM|X46F<-A27rg91sX)aIkRU?LXcIbtlyL00u4wj)%+`PHj|N#n4dDAtl$(
zi|jkFE(U=^>_|Qai#0GghcGfc6fm`slg98LgF*{GdN?t#wyj`dIHZ_WVPgglJg89t
z3=SOfumFXNaq$GQGPF2f`B0IA8ss1q4FYx`3e_ZuMO+LV?JFLByn*3AMh3+iERi>|
zBckk;$c@eE{AXvI_e)7jXa4%~G9)_Mdttzd%e;}NSFBsNEcNuXz|72*uZ<=Z@^|Vj
z+g)>=--<(MUHtxe&(6)wzO(YG{IxZa&ZVWL$KG>`=`5HvYnI~&ld8PHtM~8TyPEL*
z_S4hTgKKN|e%zrQwq}9nWVM~OB}=4JxMVDgTIxPco`2#0zxV%xva_|HK6!Fsk!yF4
z*^<?(yQk?yI%Qv9xAf-bbm_mnH_uI(K3({?XKLzGh3cd`dLj)>R-z07uR_FAvqKjw
zU*7)j?frkf^QzxjKDLVg|Lgk8Yti|=yO!CWb>_EqxxCExa#j4ILz6#VTKTJKPEWN*
zy26%y65=8v7Y_5=`vfoZ>D=`+bamLp@_nD@p2**%e__=FHU*KZ5=x=<;_(kdxbA*E
z^tSfIGH-W<ob2qy)8nd6W-Q;Hch~EVn(>}F#pf(bu7-wRRJZ%cY4v)|W(@(36L#Mw
zoW6eXq9eDs-jeC@b(XJgp5=G1V_3L#-3{J^R=@1u66XV&Up9w(dvl+iZ$IBG|DKPL
zd~*Ao&5s({dzlyxIVNk}SuvSu{oZf0E?Rsp{CYL~vibg>zFImuJu0>Z4;b#2->==0
zf8Xxcg?76XmrKWbBqs+MUVgYV_`B^3z4#P|*WHH8_r6><`$Z$W+=4rIVwAP(WB;ED
z-{*9DTdudIz_Dtv&<i4&EuS}XExDB+nmZ}aVMpR&HsxJs7b^<MZjw(9`6{*Mr=;7v
zz2D=K3{n=<eK^Rza>a@h*N-y_FmcqDTEzJ5W@2!9EA*JjN_4}%8^tOw+U@@={CM@8
z%^Lly^Z);O-n-EFPpQ>ZcdI=mulBLuecJsdo!#jh@4vT?y7kRAS=DZxR;ziHHE-7`
z(M<Cx=a=8g58djou2A!QZh23Cse8Yi>8(4~@Apj3+xb*X$}~&l>-X=M*TwFBvGKUv
z;`{&qeV4fR>f(oMfvoX=UxmNiJpb>S<3f|B--$|})3!M3w&6`pp_99#zfKZR47o0#
zx@0*M!=W!*xZj;x%EZjf{N=^s{!8cU{}n4A7vKNGb(V2@pW&YqR%_bgJuK#y`kmdF
ze7vKb_usee`<H&dUw^+M)AIkH&oBS~-T&YHdTe<ti_BVCsq^2ZZL3WFzHql!dM9ya
zr-Y5m^O@=M7J^*kX7cIFWq<QF=f5xg>y7^9%0^9kvD8?G@3M6M9!Gz>pDKHQKAU~)
z!>WnO?oz2Ai|3Zz$~;!A_G-$Gp8fy6uK#j6{@<k;=7&CexA97+*;wzN;5*M|=C}9v
z<!2tR`1|#`v~%wN-~0d1ws<sa`gC{mdlkxeORvYSd!|}eRwi}+-|P7Qw<^NqxV}y7
zuQ?*2bnVU^8DsxTKL73if41LJ{M_$xr3JtH$Gm+%pPi`j+U@tp>F4J8f6r7jK6!Ys
z^VyY~jT6=%Oub+K|L>9O&;P8M_;myGLh1hnyZR!RMb0zj{XaK;!vEL%|8;kDclUOf
zW<N1meub0c_pe_)mCk?K`}J!cavzib7Q2r7_V#@9SBK*NeVX2JSAYMXqF=xF|F5=s
zzvr`3fA(JWeeK`xRqH41=M+}EFn!+_)m@Lew1xN{Z{9b>Dm1*#vgXM|_nySunD`$X
z_;`~O9z1{c{QsGByW|@x5<Ee{!IK$<tjpdk;MU(WVVYiS)*bgfiBUFO4YhOsHoZ2K
zw_*8sN_+j1+xh!#jg%b1_kM^jue19+D@K0DxlbQY`qy2`5dZg~-CpAVwqKj?f6tI#
zb^c;SUijusn-;~iUM}2Se9=|>;*n0_<XfiSrl-%Zoi?xjU*+O|oAw|19q=ga#aG+!
zcapDg&x=0(_4di@YoG4+JkPIkdD+QryFcEN5#GipYxU&DyoldC+B<Ik7E(VeTzdQ@
z+o6iL@6OCLet9c<eQ(dF2h~Db*V?SVw>Ec&&AxB1uC9LBDjwJI#rMwi__CX+Uv{3a
z?c20@v+}K5rYBi$l>WTcnj*Q1p~1kJ*LsTF>$ltQn@MG|IppoAjEnH}<lOuF-R@)W
z|1jnKox3&h#iPD{Ylh{Ae=W+bb$n2C`}Xb5_%mnywys%oX2-Mqy3ezBY}(D}wC{iY
z|L^tYaTRm=y1KZ2-TS`J{qgbse(sh<Mswn%9^KtCyF)A9|I3?eeMR5j-92`}_uu}@
zA6NR<o?>9`dl4CL^5cHZhp%rE9)|RNb#0vAY+b2$xJ6zr>8QY|{keB`7(QdYwYJ{i
z#f<KX8}AQua<ucy=P?M#FZ18Q>cp1T_9DObb#&YR$gPj+jZ^-8S#EE7?k4{~g#%?q
z&jZz%BF~);l<_NmxAXb2ubF}ZebVNA{~p`_JNzMZb6wQI^H%Mbt>*k*yZxS0o#6B5
z5BeE+maF^CDPVEh$KF;`ce32dNBYGo@s$_u=Iq}w??`o?U$R}b*1L)J27eyg|5G+x
zV?1ZGe2=Vk*bUvthb`^ppXKK@pJ?A{(ZwZTb(f*u=b`1X;N^a%e%;UZ+`N2xTjr*>
z>--dYmRBkrRu$&3%=&Zw|DW^6+Fb+xA9%ht%3|x<<NfmGckjQsyZibKH-Y!J{_Hy-
zuXm=u{M&D40j|~NLQ8fsF&r{67s&Hp!@zuN|G(G!rQ(mRo#^oI)0u{&?WGaC`(tJa
zD$T3^xOIJP?+)XK_bVsP0_E%O19Iz+q}4k9_%waL508Y*Ndx{qrXu%4`f)tDHTri7
zKNN)R({p#a!|-rd>Fb`I3Ot&7ew=N$|C9K*+iLp%-u#-w4T=}JH$}4Dj}8r;%D9(j
z!ri-fzZ|#!cah;?{jcTqO0UCH`dA8o^6ZG-mSbp@(w1Q^{A{iMR~wnh>&u_bOqZId
zRrl?1JHNY9%O9O*N)B_%K0Z2n%v<UH?f&{d$yI+o9$)+>z4qdR>85?>j8^QhT%*qg
zDvf(HRNYrubQOJi;_1w-*T1+$Mt8$Lht)sYFF)eAR{ik#{~O2c#7uK6<Br_;_vrM+
zL}4bqy<dWud3<fx$h%7Hu&g>&+W7Xsft2`**Q)&Y7%A#+Idb@i#iHXE&FuE*eK}xv
zxbDcr+<j*M|6ZQ|Zwq5fjJ;XzEs@S2PoF<`4|9ByU0Bt}QWSE2&Gu`%-iQc3-+72<
zr;OvHX7QT|9?u>>IM{s5ouO|{e9=kOC9C6>IF-LPsJzypyqxFOpK><+Yv*5`U%A6w
z`%3ilvg5xy5)Q4tdhXA`w%6R-)vvLphcryEHz~L><MyKE^QyY)J~YcqM8y`LHFc{#
zlDpp4X@-Vvw%+Y!E4S<pll2WSyM46cZRc!`M4PjdSzG*`&iKo7c*V{DzSpO6Ww*=U
z*>Akz|GV=2#+#zW`@OGhi&}go@0WDnw$D?9?J7*p+5b6gFCpldcfCSHu>MEti^CHF
z&20@X@wl-vv@~DL+VNb1bxp#d1IL`7NUW=PF~{~+Vr`_S%F>^clxCeyeLH2%1IhJ|
z3tnyb+1eieLD*IDXWZHK6Kq_r+O_n>Z(5tG5*2v$tar2I!-wKV%bOj~RoV9Kn;Cy|
z?x}POlf`VECFYJUsdm$A^+d~Gz2Sd$(78EMo-NQ?;MEuY<&|A|4F$(~B#(WF|5ugU
zD>D21;fY>-d}>x}8sziW&AfWO@`M5Z!Ls5F`*^0U-~VqHqZ-drnTt=v^IvbsE1su+
zSf)Pn`L2_7$IKq|%gW6B|84vJ+$+r61f7-mFP5$H-qXQme_X%rBllymvxygZ8veAm
zpZL@+y?ege=C~zJ-zzp8m9n^LdiDDW=V_9&ZrH^&7~Esm6jj(#_hf^c;ab606;G{~
zK7ZJ8GUM`^f4W)aH_z>AxNz3pp}P8ks?!V(j-SqRRxYh&wD>pSWcQ1R-wyXyX<nQY
zxq9!NFXq?EIog8%y*T!kgFp4zwi7Z-nG{McD=VB$2w`xrkXYMR-4}RZ*DMY5dw)Ww
z$N#Zdl@^~EWOC)KP7E8zT78+gh6(F4-$_qBv8S_Pg0)AsWT%*CA#=;3zpK`G&;D#1
zz5aQ~K2xoi%bNYv1U^mAf4#@C@5`q-BHskTff}i><<-%$#2?SnjrcDL1o%A{<#;=>
zy~6CVVy(<d<NXh!+oNY!t_dvpmvKlxe9v(uX9ah!8*(xEH{JFG8Jw5j!WY>WK3$0S
zy7lijn|TEuS~~1{<*HTEZyv5EC$Q|1+*<v|e;AvU&+}M46I}nc;Pa-rItou7w(uzI
zxm2(xS7^=KoxxRg^D3M<)_!&UGEqD3i(cGZ=`{{BG9s3icD2j;tUdpFnQZc1p|wq~
zQlwwI>+XJM(?9>Vwp`KsW9}cj*jU*XGcg=Gm|=RSxQFSRE6)$r3o!|Y<ODa=C8ifV
zncn15olw~+P$bf|*s`XA(J8xSLi@50+#>v6d&(`Q=JpFjDVKdKDq&FM-){JPMW<4W
zO~~~2YoBb7TTkL_*|VVUC+m$G$EPo*2y49f!XK&dWZ^m<pEu$*CNtaT7P*{@$+{=S
zy6KkUylr_(EqM(W?AlANt%)=#e|P7^A%|yQ*B+Mnxpabf#Y5h$H{C5K9e4JURN7(p
z>4I*Z+v@*nRh-E?9xOa(V>0RcPGj+)N7<hPy!w`Wz7uWyYu=fviClNr>L34BrP3wv
z>#6j&+D~ufIWIACtnHR6y!+_kHf6V-j@=o(!Bz7PXS!_-xn;tjDEamNl}lOt>yEDy
zbTZ%e@O8oN!-wBg?iOJSk^7ji&N#tsS7nCnH^n2~8ERS#3TIqa^Ic5e^v*NG>%o@q
z3%)*`(r#F&enfj;;gv<(w_lIo`}=bFd^0h_4d)e0W`!Tsp7c?`(yn3#=l&I+YxMQn
zpR4bRO}%23(%K$ZwEXagLmN)$^XTvUv1p^h$-CwEWyQ_be#n}8`MB)e`Tzf<C%>Ch
z%eV0B>b2L!g<tRCZWEig{@7v0$~?L3)Y#N1iU+LRTjGT(OM~N9w7>6vUi)#6+&+1^
zWs`FhwuE<A=r4`?dpN5;?&wtIglBc_HNF?a81mYBHchiR->)3E=aG^;Pn?a(toDp3
z<pP`XDeoUPaqAhJ`{=EGyE%T<jqAd^TQ~jc=irF6XS<_5uj0@S`PWM3WovKlvzcD}
z^wiXe!D)A&OfPtS!QU@o{dPZx6Xy@=f3#WCZSV4-tEr~I*6_9Rec|(|Pc#hbA3j%}
z`Bh1DSFvrP^(Q5XJ9Qu3dFSPyDNF11{cm7zx8#vrWcuqS`#0@2>!*fiJ*hnWhTl&<
z`HoBc8oR37x!WawpZOG{KTrKsuD<*=v$M1A{Yf}}Sh(_PW}NIy{%n(5-c|nuX7-q!
z&EEam%;|)Dv_;i<d5@j;k2q|;yLX03KIK<Si!J)B^)U5B#v+b|wV?&;i#guP-+uG7
z^Oy8Jrq<s|^FE(Ce5G=Sb$!aC{?Ir2ck(_6l>M7~TYO&Mp=|yS`Fo^{_%sY|fChQW
zxF7vf=Ca5&lgnS~b5UzjUYo#7@n;KN{#?quf9yb(lzI25jxeVupUzDGQlam+$S7sH
zTL1I3MN@CS(NA9_`qN_X&5g^sIDX3Q`O#jwVsfbZ@=&)_<(6md9INkLo9gVU?Ro3%
zgdPq>_d7pQEiNY3#{FiOe%-bBTd~cY>Gm-*s@sk+A96XoX6-LX8)=VP_G`D_A$OGT
zi=UUR{dzULH}U4juwt|K_cH@$R(!ts=&Jc@v5yTGJoW#*IHvz~kCc}DqENTDFDGAI
zrYg+w_G0AnbU!wMQ#n5RQJul5Qv;W8yV{*A#JhHz-lU^~PQTf8s(*J~H_|YW0D0YQ
z^}~6xq7TFc`XXjl&%0@^ygl9MyUe4%rz`Aj>IxrC_vqVDVA2*o@3CU#BE`iqdee`t
zPKo-y{n7NOzK#z8%Aa2=)i;W~bv}`B@}ko{zJoOrjlPHOe%L16vv;#lt>^RS5A;vO
zw3W&`)#=?kFr$56#COGzPJvIGKmYNSJN4s~_IinUf6J)Dzg<5z>3+MaYiX;0<iKt9
z4-*{a9vzRrX}Rc_pzgIf^C#}#vrLG?clIZ*sY?G7_CH?e`e%=geCOBamg;*B>F&Rx
zrtOsRZubd61vbTfeWhCii`QGmsZOaqA!C&LZt>AwMJB!Rd6O7h7Kx{8-}!uh?QiZ+
z``0?}eEa;(VXMcwT9+?eNN}mFm@)lpWu=F%d;glx*GjH(?=MY%yW?De%NzUupY406
z*4#X{$6x-s`91Ed>uR;$UChb9S$0RSNab$SeM_!0w;5}{ES5KYWv9>ZM9nGVnt9)c
z!rP~u-&lS+(H;MB1=sJ>JFogzs&LdFc%1mqCT8yU*-wv7KJz#Bt-}koTBBQAQkWF)
z^Pj)|%<5dOxV%kOv;BdB*;^_<KU?C$QOdCJ<~ysm{5rSV4ergU-2Rt$ebbq@w%>RE
zdDzRJcf8U+HqYDQR+gV`V)aKe`?UJ=xmy0BiT@wh))YE49$dlDP+$<n`+ZIr*M|$1
zabmL_d!K6=eEE1GxNYA1y6?M>b?=^S`}fkTg$2f-(YQvQfCFdQZC@u>`Oaq)dMF4U
zP-IbP5q4m7Wqnh8@y$`oT;T;3o+<5+0ZVbN3Rau-FJtd8O#%-kUW#L6NW3+h!+gd&
zt^$(@?Q1`7`n@N{j{o_i=Jv`@7fj<UTH8$@LI)A+ML%#=#9jXV+hm6nXo%3EpNYZA
zcGsd1jDbXlTiOf?KGnhx*)WG<t3((CUR@Mj>Vz@A3U>?##$f4%#S9Gr{p&PDF-Aov
zeB)x^xO~rLha-k78su0RTB=H1SAs$c#kR&R;S3HlzNsDJ#dO6N4F-iPi?zL4At8oj
z>XN-o42QOu3+4%6xMG1jBf~<u*g!2%xS))PD!dhC5LmXiv!EHn6^yoA3>;rybOm7s
zQs#Pw27|Z0Ez&I*u6Pm1;IP6yd<qvvAbC`?GPHE5S=Ig7@mz?hkzwkzX+g!so1gF5
zBw18cq+xGAKPoypwfn;yeG#s}urRUGl9GyZ+OrpK*f8POuU{*6?~dNaasDT0I3oSY
z>tCfk5{6AFHU8iJ-RS!>M^{&OlWWB}aUQnL+7tfspIRMqPfuU|{P)ze0U;qSwzjs%
z<oEYYnk3|Wy};tlb=8yk^Ut0;r*`ezkxt=#w#j*UdLQR++h%ruU1UH&!i|lqSD)UV
z%_nVkW=C9p{`&muPwYNFIXPMK?dCiFn{9tu{<Zq_=~Ku0+xPChyRO=s{^fRh@I`-q
zdAmC=jM>@PY_d<kRprxou$+m($#rXL+$qMEu0`r6_!O=z)&(V!7_EkY{%xR?S+tVD
z$@Uf#$JZC9mNIdC&Fr3J?99lpaFHxy%STq1mVk>pg;Ks--(pg@lJ3p0P%f9TrK*Hg
z;MHYOhZX+O3=8dY1B=o$7!*RbC^rZ=%;@T4b662k_&DYGgh1O}MJwxm>of$+*A-NR
z+S>urshZvga#l1G2V)C^(@`%Gb?avWuP#pYJ}Tp6dn<`=p<L|FkTW1HaN*ipi=I5u
zW>5&ZBI3ZIz#^a(ro^BqHud5Irw)NEfv@?lN=_@>qg_BLg=3*zY+%tdu$xpH1ROXN
zLe{u2I58|_6K4|05&*e7L@9Zz{~DuJ?vFygT<#EfwNcgUDk$>=hBGKO7>LUD-v7LD
z!-}3H=ZOl|VpA`|f=sEUY6~kUUkW<a?ppNZ3@DLhcrz$A2so^W=oC<NX$ffNX5=vK
z=;Byt7bvKBWmT@$uS^$?t+Pa0)gwWHx`4rnAyLap%7sHzJ8#aLh}4k&bup{%+i`<J
z*M;M2MmNVoxmZEPE6cUL&dGpM>NXYuP%w2(<q&jo;V|7H&=AnPqC?=7u&AKZ+FQ#O
z&G##9DL6mR)+GO)O;%1$Plk2vuaZ@3*P8y@n{rZUmQAJ6+uPgwU%h_4a@Vd|({!WL
z*1XtV^Rwu&x!tMLr+e$e!@{Kg$L+7%`!U~G_y4i$QCl)5er&(IHga>Dl$2D*dh_~!
zHOlk1)~r3|_ArQxfn#aPZv|mUL?3&f!Tn4?%S?oGQ!*bkVLS~2$Fx#QRmsz!;EVpt
zg*bdAV)j%R`pz;rDR8aDL|b58?Cxn{Ya#?a55JW7#wTx=(~ztoV#HAJ@KCFuMhSOI
zX=$lR^|u^mueqnLrsq!40mX}(ska;?W_TL{Ha<FbvQKd_$cDe)A{iFiMKf`H&EQtJ
zviNlXi&LAGosUE}dy9<Xnw2X%IqqM&l;rZoVm{}j*x1;K8A{7bxm#ouO%_hlPv}>A
zwb{&TS|Edi#$u_43sbZHq;@KM%gV~GyQHohn3$;e_3PKb^73+{uHsO(h6_`D<_RYz
zSDl}<^ISvk%UJKHnu=!2zN<`Me&oiCdy`|<2`494T@R}Co3V;xq3nY*(&b$Ow;Crb
z>}_u<N}2e2j;TJsZfd|3RwwlvUv#vLGJ+W#R%qxdwR~h{5zw*<Z+cVb9&L~kGGEs)
zC8U2_2RJ*pwgkYKzDL_{hcG|vku+Y^*2Ki|^=G)+6dr|;ElQBMz?$h8p~<y$1=B*?
zU(eY%3{yhp^DnDD$>7x8x?|G}#lr1v%;40Om)*U+M8fEmufG0D!;~xCQSUA%omf%5
zcF(dS69U(F?ey+fT>P$NlIPS_9E$g~_n%)Ex7TWu&<f6~$H#iRBU7(fwNLomB{p@V
zenc`~VD0O*+m*P_M?9SD-aRw()TvX8o|&F{(Paaw)Bfdh-rZUJT#73?+@(m_5}Z3r
zf`j)gXB4QqekPZXVPW*rJxiGdsxF`Q&SF?7zV*&>R)JmDPi3D9VOq%9y62L*{GO+W
zL&IZTcbC5x0||ZHHuu42oBj(m`Ok7SD->s`&#O?%y3P6d*0Q{~`|J0<>iv?%#lWHa
zOVMe?GoNpFW;oA?v0c0Lr|loUVvesjg^EFW4w9I_0WV>+$~|1qR8&4Mn75_OH1%F#
zs%}!hz^Q4?HUBgj6j%hZKASNtG|Q}=-_Hulv&bc4sRl!$cR07~dpkcyt_v^zTnw2K
zy~IDj`=m23M`gtG)B5{;il3b^4Ea#q>d&xHKX2}pZU&B6ricFZzb;EWe820p-b!6j
zrpAViH`CM8(}Q|vt}v)u_*}7~F7Nn(xzhI8pjzPkN#|{c9&Xt9wI!aNf9FGR9V8+m
z;_-9do4*@ne_B?`HN>;;zp$DA=gZA8?ms@<PXGP;cjx~fr3Jqa@8aX(`BCcm>2~_g
zvyZ<W$e*9O|Lx0{AAQ5WMQ&SsKUXeZKe)Ec+r6Q#PQ|0Ty7<MOJ8`>qujxN`=5l;^
z&{hA>rGG!%)a{La(O>;fVx@Fsqt34%?RI|Yy%yfpwVtl_XS=5q{#L$xuBdut(TvZ3
zq@<;lkKQm}5Uv?NMchFnNaOE0W{_|B>wg@Uczw6}{oYFf>3*BOo>tv)@cHy?d#T#b
zGlLjg{uCWac=o*8Yn7Fhy}iZ~CXV2zo8RoO+ZSWJ<p*!eo6UE`PV8B6Vq4^&q9@zW
zZ`xK@7my$!!{u;dSCQ<;&&o66<qf};vcGt=-T6xH!~GW>7x{{p2NiBx^Zoew@=fLr
z(b0Z$pO;PhdpxI}tC?}vhLHE|Zu{i6Z>_6gseZKHKfvAp%f2JYUB@o;bf;->-@bLv
ziCwDPb?WEmoSR^40X`qu?ENy~ao+Jw`FkJ6NyQgBK8ev--=KAT?)n;e>+*L!d+I+}
zPuQw2X<xVJqujG+2H|_kCW~b*a4-^K5ZJ|Xs3IvjaORJ^4#mYMS1dZ0ngA*~H@<BF
zReAes#hl%~-ZYy0T;SjHivqSk>T*h+ZR|4JwbSJ1#QV;7Ex*|J{_Hy@CHZD~v|m5l
zij?T9>s?c;epSDC+3SD&PMv|a$NarNHlOO>TKIeZ%l7>h0lVfDK7G9M+r8sUKF^k{
z|Nr~`@xKc!N?(N}m&};meA`<l;DA3XLkojb?msq#D{5=s>tCPYyyE<{8O|%*qd{%8
zomYI=4(0EOchK%Twr@-Q+BK8+#ZCK@DYv#Za?9ekAy;19{iZPY&FMwOTvaPoB$hSF
zEc)C%iGN|(`48M2KWD8rTfgYsy$oJ=(Vj)p=XN{ZjJ(Xs@%`Q1Y?pKXb1WQ>_sJT+
zI`!h>;@;=0SF9+IRb&y++ReiCVFg3Og>5zKR?fe@@mhz#vF{cP3y<G=p}6z@MKOkj
z?2jvaxD>u<%sBmo!D+gar^@LRg+FII74Ck#w?QKG+T7wvdfFGP&HtABvToULJloE4
z+2nI4u2<`RX8g-?$eeGF<9nG(b+6l+kC$C&xhSl%$H1zav*lodoT&J;V^fZQ7Cn4y
z&dV1&7u5c(Em`zcLRH%-Bd+5AzrR~*f0sR~{jcWp;a?4dQ|fdFMmbRifhv(R^JE-2
z6nu`pN@Z|5+9j=S-PQwY$b7w>&e-xRXXZ(V6RXbN4R_g}b<&jONoMo+o_CA#=PfIL
zp%$-wxv}8vHq#@kdp>b3KKAD+L!hfCYi#j1(^KbueY37#BySt)o$S`PSW`S!JUDL8
z&VTB+`Yx{KJ%9Perp=iLr`Ij2k#FYZh@Nd0m><6R`ExzFV!@{^Ne6EiJD!+e#>K!P
z>dUAAYCDK(2hMqOV@6#6x)?39W!D$$f(Y&Dubv<K;xBW4vAitr#e4H|W=**59<TX&
zk+k<0zPo2i6yCgjZ~9Dt?}k!I>(15^@2k3}`j{1_Oy2NtrT@i`-~T<Z{QTtn-!`{7
zm0O?JoS3i=WM3{b)IPz63lSeLpBHUlY^kad1GU5L8w+aP`C|8Pws_@e;q~J>r*6o^
z)#XRe`}7GExlCx>U@o(l_v(i~55K(RoF7&;r(~wH#SNtvHGyYheaqI!d~7ne&Gi*|
z_g;-*;il8eVi_5nTqiSdK-!Kh3M>Ly1&Tb9R~25}?>h5Daq;O{P9fJNcAt8|e=cMB
zdA|48)L#im82$S7?|SC(i?V@Iem1#Eu@Q9(H?3oEvgGttu=#uFd{A9yh5d=<+4B~y
z6MpZ>toYtPB0SuEbNcyZm7kwUn%}*2$q6*A{`2$m;MCOACyr;fd^5GZwm#m!`1!fs
zs)X#yA}<B;hJcIgpv=UuFiDk3fC<)EV{ocn#K)-cM*hX}x$fncF0NaA%;wOiLq)4(
z0yF=_9^d%>Z~4m2yU%Lu+OXlm4V8O$7FWdFtkBZw=wng;EXQ_wk<m(qLv3wrS-H8r
z3=4z>Hm#ke8!fhRE@%HAX6A>Vo}TXgY%^ufXJenDS)P;CR4?~9uhL;yxM(M1%S!e`
zi^AV6yc4@xCV$D_uJ-}of5r!FDSGsV!O8X$w3W>xd3CWaG|gu7DYo^z+PpBb$kDNJ
zqbc+LFTYEF-1TSXn5%m_aDVOZZ<5gkAO1@|n$rMkaBeAj>b2|Tve_NVE#2b!X15sB
z6;kY@Hl=WaW{<P7vi=mU?AguN5O8q`sO^1UmRI}T_paU>WlkFxdQ6bL?f2rMn4lA=
zi!jqBWy<`1@u`(>GCIC}SY%XL`=vj5!wMgxy_^mjVVBqEss{-wrU=Y2%??YM@#4e7
z!^v$uMi!q8b8ne2e@i<vL$LFor7OqWwmDs)Zd|KD9gBJffn{<WXRS|U*?TPAzo&zZ
z>v+)TTxn6=*LKzo7xsq51t~ebaMjJv6jc1OZ2Ijh9Rj;TPgPs(S8BOt{rUIdXf=JU
z<g20%8sGl=usikf%)02LE%Qmnsd&eWGc%2QEnDaGwa>hE?V8a0{I@3U8}{tEBjJ`c
zw^<`hQj?*@^9v)Wr5fC5aN)i?^KpJjHa-@nV=_J4wgrDSWMjH1B2ii;lpT~4$lz4_
z3D$7cp3bFkW%1hi(wArZGbo7MF4ACFXc_XQ&-&eh<MQ=3M$0EO=6`*4RgmGy!^PcV
zx<>yDKHOApS+neNe$v#5Ob#<#<QW8*IE+O(R(`ek`uE%ZIlMAjOXkd~o)j^eq2)%I
z($04+ii=NPy&M&_j9=1pzNny+tsRSk$ZIQ+h6$kti|ensrdeDHkB^sEzSP9Z-DBD0
z_dz^=Y0$<?9*J5Fii^AUfm%LkIs#>Lmh8J;Uw!I;`s~hK)*WrU>Rh4$3hNs-*%wVt
zdh0nyR?w;TlakX6o80ofSAFY$&M!O8bbPM(lGS<A)An>*PMOj*J)2>n+~lMaE5P;L
z?@S%7$2s1`Ggg$I=8RMP^5Wv+V-x)6`M=nbw4(IJi)p&ii^3$IYAZUeh%0Ak>5>BV
zgzCyo*6g?+zwU7TPubS*c}v%5Ue;W_$!p`a9jEyeN|sOd(PCKGlXb3=q2=Udqd-qk
zgDxGE%C#FV$O;r`we3AFSAC|zrf&JRJk7*uNwQ|AGT;0b2n!E)-?s2V^2Iayq7ExE
zl3|^?M=9*!rZ}kE_wA?ryd{&5|9Ww(+IvMs%C>pkH@sY10_LBotFLfw37D_@_uX=K
zX@R~qd-^`LP37b*D7nsk<?=n1y@q=~FnLTc0(IvuF>^4sK)j%@)dB52-R88twJeEG
zu_2&ecV`H^8^|s#P!*c^>3N;A^0_^?vdxzGCxeVQ23ilp*aGemK4MMXu)?S4uZOsR
z+|B#$%!$vd|6bnw_DbQV`Ro4p2#SiNTdGMFMwvZ*!ZzvKh7JKW-%~T1{`~vU#<9>Y
z`qy25eldlb=dJ87o;=)c!)^cY@%@F5Hg(%RcW(O<%HXgfLz+Rc;lleqHbJMOUb7Xd
z>+1FuZri*$_`Yk7s<P7x_pDflAFu24m%Zy_d^vmGzgD3n4WDa_3O>^&ZG6hW@ik*M
z*Ziv&{omi+J-zJR9ZlV!$Vkc9iifS|<on!uCg_PvE^O#wVsMhYs#D3(!r&w;+j~Oy
zZ(ZQQ34s$`pPXmrc)HblO0c<r7|&^?O{|QS`~CjuzY%bHlf@mpV?Kw2MtVMv<kZW)
zQ@EYoT)B?gpXZ+Y=GIp4T@3ep=88KPTK&0I=Je~?M8n4-3<6rSV50_$EN*UG(F0C=
zVpDH^n9Dn{{lSaXrk|`nz83y!t04H2=}`K#Z2{rcGt^=P7cIzrp&mc^zXk9AyE_-o
zwu(M%lIv&KD>HlYmUMsDEv&cwRL<4}vL-@Ov+Un3oGpJg9^!o9v{0b5wDhP=NOZKc
zsi~=8L%{sKft$)%8Cvd{cAo-O%dcK!xa4(mEc8&^`B}n9Yx(Tpb^qSgt+KZ*D^4_i
zJ14n#Qn_LKB!-q>Pe2I|T!%7X8`db?1d4}ny{qpz9{ygx*T4OL$&6F$bQWJ;J}=Kk
zLaF8CMt!B0lNT?p6xnaThmqs!%^-LCxq^a+-fi#vHG40&{H_*_)mN(Ro_IuqQr0q1
z$|@}}QQH3Hx9idMmMyZ@<(Do_k28|9*VgVXDk@Ss{QlGN-o+Qq?<h=idugN8;`Qn1
z*)z`W<~8NazJG4Hyj94!$D-6ym2+|_csvH&gbb1WTjIv>aNp|=E5ENh=k;|>@8DYZ
zaSCha<!I25NG&|>jYT>7|Gocz=^MLzNzI>2n!zhxU37Q7q%oIWK<gyC!VwuKTfUZB
zj;$}dTvMMcJ*%N`Mo;+^SLe|e);=Z|Tv-%EvQ19}F>r|TvOyan6IFMcI#pDB&3a{7
zHRY7uXUS8twzC8jede93<CQdhFCplpq@%U?+5U*s5a0b3I~iL(?Mf37n07{uYo4mu
z<0Fq<_Es-x*syeI>$CIo{XaiDyV!HGn&kDU{dKmw@%!dX(~WkEIsWrOeRxPnfUmFb
zllx!4%Aaw6ezd~EH#JoiG=%c%)vHDCs=vLtdCat+BACJ9h41<qR~Vca6dM9I3LQPU
z?_;0!iqhL=yLRlG*QK|^;k;`OINZ`e3a)NuXj#Q&^_*Sc)N3w<FLo(cIKN$68!gUg
zV{Kye!PLYgAU9X{<Epi4E^-zH2N>LbSH@i}Jvm9$%_>{2Qk#G790n)XXi#Yb8ewBm
zFnQ)_l^eRiJ<_)O)SiF6*E3&tt-Z88rZ(TycjauQx%cM@7IREiOZ9OCxBWqbZ`t|r
z{BtwxopxIO42hYshxa~X%e}@4jCuF>)w;3tKYR;X7kB88layuA62^)(n(o}<`f)i7
z3Wx7LIXPMRqSNkn3&zEqt(~7<e%x{}R;wZ4VjY81eWStZueMq>Ur+am^R`rLJU<cN
zTf8?l-0FVBh6z#jAGa*Jx_C1)$7HSaB?d0wA<0(~Myt45LcfPxe99j?Z%aFyfSRut
z!$LdF#a?UzYVj}Z_x`m0^)$cUA=Y-T+r!7&t6t7KUpKi;bk+I^oC;s~TEZS==jAP%
zsvUmm%F5u(!)?55DxU-{U0ogSzNlIzaEqJ3T?WPFg-l1EREMWc<xmLOqTX;JUg1pM
zJvY_!ep9#Iaww26y}vKqYJadBLt@ZV7J*k2jaP-tb+Gt$Yop1tO@@a4iT7vR^SN;4
zf(v`Rod<)H<>BPpoR)X*Jo!}pQIBDv^y(e{m#^M+jQ@Xc?Uldg5+=oUpH`g@K70Iq
zQGCFhDGW~U9ZonqiR;B=oKb!9JzefsC1~L#Xo=|e`}Ov=ACCwJerAuXYIAxmbLi#e
z<?aoJazAb!47z#4c>x2%!bKAqTUIh2YP=)#YHi2eCIxHt*=&cHMflnm=j+_@-nqNp
zmBGof{d@Lp&ewMpoix(5&37`i<b@RZeLizZ>{S;3<rZxxku$t5s*hHv{4bRH*X^46
z#Ps=`8O|$~#qYT@)26-P|HAT@3+2!DR(|0=x3lNn?#H`NH8FAQWnRcxu_uFvUv}@O
zQ`#$6tvV&4R(09e{9>@bt*dd`nGPMRWb;Xu$0vv{eb|v?qu|nVVRtn%$KGtQsmu;D
zloWV+7p>zgPSQI!d!{kZx9{KG=f8fx@Q?55jwaWVKi|HKtd*N9D|l$hDM?KphZXMO
zdZG>*>vbChehZwc_J1^|LqIM3=Hj!xA;15gKPplc`PKAG>uoWOcpe80_7<M(+uL%D
zpYffWWqSI@jl=t8t;>4K-rvi0;W{hoKDQ^O)mF|gE53xSnB!@Tw1dX-XcckrFjUAI
zm%>fV9A95>DTG`W1&tbiUhrclW6R0#Z`Stzgx*?i&|USQa`V65Rp&zE4{(93S|jcL
zU2o@;NhdD&%RRCze;2cfk3Dt6;}Z`-%|u<b9~%zKg-QCx&1DqO%Ho8UNrDXqi^C+3
z$~f^zUcIQ4aAE~tXs1!-2@UOQ_ilQvH?eX5&Hr}6p+8Bxw!BI%`S&BZ`oT&$1}95}
zE&RVztY_^1SP)qJ-|^qw%=rgdxy4*ACCEF4>i<))ZwLs44@83sR2?nl*v<_rdbX4t
z>WK(()0i026!K$DU!B$Bh7AQ$fqpx0%*%b<@k@HC*)nnQK9Q9n3=S(+*ntMJ7cUmv
zx%9riRz!$fir~-BuCA`2_WKs*rH`IU{TA?=t)1uwZca^KwRrwH4TUdSwMV^OSc?Rm
z)=zh;suy7p(0awAz#;&y;W!mUG*!yyZFhUHc=P8g^Fr%n7@Tsf7d}d7a1#A0^!)4Y
zxvT=OHa<OH_f;VG{^rI{&PPi=e=Wc4`n=XcQ~VT%Le4L)!0WT`eU<oJyXb<;`=1k(
zb45Y5IU95i08yK-G16MED>n7uBBM|DCR?aC82mg{m-+GQmHYR_H7gp}UbL-F4?J7C
zarKnyy;W`u3$M4k{ptZXaiU-?J%$zuqb|k8mp}vUnJ-%;1r<fSRHh!#pC7ybt7z4m
zm#&82PgJ+s?fUS4$-BF=I2~5#C~|oygR0GApvE`2K?Zh~SGdytxOHpIJ1ko+J@c9&
zD0t|}t6zuz*G(|X`@K1N;s2j!r%%ymQwW(Rz`A52sJoJk+?QqISgI}95D;aR=;p%F
zD&(p9;dHv7;uIr(BVN#+gswJr@Q7{KR1PG|1Qn;4O?=(cA+T%OsZysiiXt9Y|Cj~(
zZ_c(==4_95niBoWR=#M-T99Rz@mqE~edDPNCgZ&ovKJFOA8x+B*CnJaSAB_=!>lwW
z0WB$5z$<}6O(VARPu<RE(nn>SGK*Eubb#hAc7m(>Gm0jS1|e=!WQC*`d^QN&(aqtY
zaV=}YQU(DnDINz7g)0{?cHFu2UjO=y8F8RgcB37fxA_Gd0$leVsr;J<9zIzKPGL6H
zW`PeQlbGMs%~?^~Zz8ZRa&z0OSFbXTc8Qu~URrYE>oom%KhRkH{@MFycAh$Yy0d=u
znl($lzP>J9AHOX}a_Y3C7pra*JQ87W+UUj^4D!E~mDI%OUw;=dDTqY6{Ih8gaL{;f
z%itvX)&*j<Qum4Z*Dv}rbL{1pOjW3PHZ%RjpU>x)gS!73B1+c^UtU^z>_4cwYfxIA
zosqHN)~zUIUU{BIc0QQ}vt~&#EUXFbm@VwELPHBVM=>~o+O_FY0)4YAy4w6D<di+)
z^5jatmmL3d?~k9c?A?MXtKP3&rdb;Nq;<>FCwq@Y+!j{%Q(5by$02<=`9wyL?5QA$
zhJfjtB#flOBa2V0=odT$>XmOVemXT=>cjDgc5Fw~=hsYnc6PRVXlUpb$o$VH#(F<?
zrIwTHwHcgTeL;gJpz(>W$+eGV%L86-%PlFawH1vmXax0U&YnMSUib3Nn=enRY9{(H
zJ4HTR^={>&)AGAw%&L9t7!ofn>Cxl>4ViO;W`98?fLlv|p3@13ipRa?mrhO9etFLN
z{gTktVHekKzvsno^Pz#UMNMU0^maWXmn-ii84f+UF3PZQ(K1kp(%0wqWLk$nm&hb*
zeuXKQdyDr%TP0JXXL%n?JUF9i)22-tGJMDX+`E0t+g8`ML%_?c-?C-Wp`9n5m0NQw
zlq8CrRI&P%$*|By!01O|O2P3ySvHYAdHZ`3PFYNfvv1n97ySD2a-!lA2B(u<6BMKy
z0s@0UEh~3-<s$F>@gW8&A)vH3Q%q5&`fY?%@y!_$juPAEDy{eBo#CwU-gbubibZoZ
z*57}t(+~hs2)0W~!05`_xV^U;_N-gCPC{Wz)b6EAk6N6+=-lSUu&^e!W4f@ziWQm-
z2Cfb>VjXH1s~wB6v9|7JV`I~hk?XKCzu<px+4W3?<sGxq_b$))`r?h1mDELEVv^$3
zh6|iO)(AT7-ny3iY|hP1tgCxYg|i<AHS-)njR2?2&8*!oe!OLHTK|iYW3SdTJKF{U
zhZpyvlY)~@tmvxh{0tgxn9VhxRp8jh)Go29i66SzTlTEr$yYZle&&<h&1q-Rlo6Z3
zCV1${bzg8S9lFBskU^<M<#F|<cYF#{LjC6OJ8&q7RD1prSy{33*dik>vF`cekWn0l
zLkF2#o^2D}6Tk3l#D)aNl&gVkhjtb}cbmKYUGR$Yla02gFf3e@n;LhDxv^p6#I)k#
z&5y3$O+SC~q~g58mv7yAWj8s=>z;L+_@oyvUIgg8Y<_d|?Clj#Zmu*DkaCR`es*Mv
zG!I*EtM;$ozZakX`aR&^vQ(E20k4}(4jQVnSNnicl(u{4WDbWFi{c*b0nMM8iP~{1
zh%h|Nyxj5W^ij6@dfCA6#b1tndBm;Yx(ZZJY4I!c=qofpX1IU5vO26dKMiC~S2?Jz
z6Lb>oK6)NJAG<SzVIc#@Ua$JQ-Y%*4o(oj%<+=2GIYUE0U^YBGF@XDWH_Dv+%+ICf
zSvQ8dZC<&2xw_klxzf8<ZZ`F~{7mHXiH(+@oNgB}K^oe1+cz^f)o#0T(LepjBBT7e
z))zl!-)o)!rFPN7joiO0^*Jmrxq>=Ks-XHD);V@;0Vl-{0VOAm_qGwKA+FYear<va
zGAuly^yzu&m&=ljEuSVSrMGD^D1?}3U=}~19>J%3%nBhF{ia-hUnb_Dv8m%vrR-mm
zhJbr=CuY`xM{*yDaa2d~U%2fb`?6x|n>&dmFYo6E?wNe#=EfB~Vp9VP4Hy<e5)@;L
z*1cB6#agda&w+}BTrJRe@9}9Grp2HDz9r<)!LbmW(d+iFVBl~Sn`qCkz#?#}nqR3!
z>sIHdUw6+bIl&yD)bi<@!?`b@iO~$<?G71x&)f_D-`bb+mvye?S4F8{Q}2&_cT(M3
z1O%PR=RKOk<*;IroKnjg2K^hCZ{Cztb_-^12spYsNHF)H)?#qNgti<d+;1!A3zvH4
zG@3mVTC^vqmd*L(KG0HvDKZG>)$e2z=+aTDmlJeiSh(l=4{^nsjI&|4Y96#aUVE?n
z@6Im|i``e+v>E8Xzgzw3iD&Zs$o+iaV7EK{>cw(nC8r;!Uw3@l|0MRu?KmYX=G%T1
z;(E2k3>>21QE_l%=;ilrE=WNFN@RP!GjN1%5q=781A%OgbGM%x=nxSAsx-Op6wX+&
zzgy#M<AmJJ85flv`=_QZ{jqaG6GKavA80HN#lZaM-S28!i{fn_%vkw1Iy~UJZhE!$
zh2&S0CJANb=K5xBVf`&2l$xF{U2jw=e<-&7_KI)evomUL8bp06zba?zZ)d60^68f9
zshQKKyW1>XvUhLnc~%)O-=hZUpq@Kp;?<l*k2W8%+win-(d6nW4Fx|xJq?MEm){vy
zS!ww(pC>Q-+M0!JZEUO7u3Z{%f_1^MoyiOfZ%p|n!r=6Nmg`dn0XOa$m;YF?_WwQj
zW1{s;2L*?{d-opO|Jz$F==_V<Q$@~0`dUjHFKE1)WuU%nO@cwjo+pq_!EqTU(T9vJ
zTCa{iV-=`d!1+vI)z4}7^{+EHnO3WwvK3Kk(T&wD+4I|iRl{NNXZPU1yoq*>x~j|^
zk5A<ANq*(znA?#5_t)2w2L~8etz5|{@GD4qjy{t@h={y{gl@vWcmEgsk-c9MvNiio
z&Z`x1tCm<ae3(+xA)vK0@Xnb%A2{Xxy62yWGt9ousTFnQ!JNID`-{wE)wxoG@4G6?
zUT*0wUitRo>J<I=Gx!CaDlO+n-g1h4n>ee$wWDcg<BBE$#VOZArw9u=O>`=H{<lY9
zU-1*!s>cVUCrY2?O1T)C9_uQ)RJ6$ay`p%7!B>YHSFgHyPt#d=a<aPghje?3RpyWt
z9VULE;o+AzrJnA1z0Y)&MfJBF<++sx0q5pgU;nXOGWW^;==PpjsrPHY-|f5p?SYr%
zY!QbQ8Bq+0TN<u$B>sEn-f<}QN@V4HLo-=HC)f1NDeMAj{@&T1Rt*N#j}5hUmd^dc
z%iqHl_*p)G+PU{r1RXT=)f)ty-Jb4MFFfbdFR<>`o-V8E#o<zNp$1)f7Vp_&C%K(s
z1&y!&<db*<8jz4w%G$5JoMX{fbHDQekzrwJ4vL2#9BSoOerovRBYW(-)4mEab~P4f
z=iA@+u+O}t@^+tDgg$7&kW7QYz6Rwu8UHJ{oz7l=yQndtXqviP%ZDlVAaiNE{S;(0
z&Muypee76_<&4SBe;*c{soCccF8}mjo;)MR)10#xt>QL3Kf?KZs^L>F@RUnxt@{-H
z$&DM9?{A-X??*|_@9CmT&d2?UoM>|DIb+L9#uhb^sOJKH^X+Vn(l79}_yxMQIk0*6
z$=Q88B7CelQn~F<elg#}+V6MMm$345trlnqSQB_i1e9OFr5FP^DoYs>&mBt+sd;V1
z)qisNyW8hFcW%6MCnot^_L)7`zuBGozdo12$ud}~dp84z>QV0ryu}=o*RPCBQe#%M
zS5|6Su5<U=H8)>h-(w%#<iuW<6v)3n{qVDl({JOgTee7CwC=lOxaBDGAxYyjmqpb)
z)jZ9h>6L~Jixw%RNvtUSu~O8c_F~C|I2MN$85RuCwMUOq?pGX_y|OD;IyNTW-&H(j
z!E>c;L5wY*jFP7Yt})VjZ~JJ@3}=mN9%`)51Wv6e)8Y@4^gU<S62|f5;gV~iZlOvo
zJTrKD_avO%SNl6@QOBog=g)vz7P~<s?vMc_mzEDtn?p+dMPvV6c<NcK<^rn4LL5Og
z?NslxUpN%)mBS=ucL_SRS@*p;JIB&^llcPKA8QUf{!|u_=jmA;zTWK9r!bMuX97ia
zb{2=SVnf>6dp{-0N3B|K#=mb8V@sDAWHAa-*CxkWQFpGv;``2@+nEG5y{P-G6Cdnu
z-^;P^JBQ-o*x1<Ekh{^Kw#JF&oE_QM*Ol%)wPNd;iq$={p3dsN$f5mTzz0+dS|Qhh
zH`)VICjNMS*0N=jYC@o-<x>I0DVKexaD#H`r{|0<pKf&)fl72Pj`OqJLL&4gP0V<2
zwdkAM(%zRx#T~msH1aBb$1_0B1(-0=A>;3%1B;^e+gWtx_+{PQQ@OeD*1qGON{6A{
zjKE|Da347Cxs20JYb6~mWlfoefFKJ;GsxH|XaQa6m&?`P-z}YMT`tuf&MR%E^XysW
z!431~&6{z*GMc6C{gaHVt>SSneq7k6uk|?e7pQ_cT-|cvb?StB_N+!i9BY$XeQ$Jc
zf3l|b&!&vWKD#ra4Tcq*4B+PVdSQ-@r!w|!w4d@fBP(N3vxJe>^9`C3b?gdL%%&PB
zHw0)*EMb!UyG2rQ%HEY*B2vG6k5{z%v+TS3j%UAJlGUotx65R%b~whU$gGebbn^6#
zu&^+xL+Z19Ua|DVsm%wa5GyOGz-~scN97zemP<cBq_sFAHRN9P5zCFIRzxVz6scQh
zlyxtD*%?I><rYgz%Omw~+{41c&ivanr)|5$tG91``#Bc&TvqUR)0$A|kdfzhay9o%
zhm8BzkK}n4JH6@>)z0|y<D;R&%oCp=!>9hYJ95=G@GtC2PXsk?KYj*{H;3zq3Od!^
z0!3dE-$J{Sfu9tD6_gt<+}UtxSIXMbc;Vf>J{?c)Z_l~;$fEtjbNm05J(=(KeD*u8
z7@#D7<Kv_7m4%ldm%Q70fAM9#UBOdqG@t+U4mFTi^6uTcB~zX+oABqkzxu1(h3EWb
zRZhviQ|mVHeQ-mJYwa8#=AVmKtbZk+bm_DAg98T~-h}V`m&cX&qkK_<VClWPDtr2-
zv;1kDy8m12;Y9tLQ!W*$oX-3)H)tWJQTg6oZB^yDi!NN5tx<8#b(fxS=sW4{ciq&t
z=PlLrxA#3-X!hRsTW^8v!{)a$*C@YUt30Lra<NH3n8V-svmd<J{Kopt_CWV&{iinD
zIx|Y_O4t35*_3x&qka0jXWJB>&Eg8L{5n5=X>WhtlCJ*nfSXe`&6pGstsX0VKV!*X
z{Wr_I_tzNu{(TqHYTa>8ii4%&wVFS($Fq-Dwo9$tymtPo<zj&b<^rK6+c($5_A%V(
zf6FU-<>D=W)9-x?10VbSj5OlAHudd|>({6EJZedOlasUb_xzj%#izPoKD@0jyv#q0
zN!Ct#m-+tNH`BkTU#@=3xJvT6f4b<+Tg(^Fdd+)&LhSe2%Q5CBm0EB9`4+iPQTFeb
zK3VIG-{0OI6JuZO)?0M<+172_E-iF!&v<iVW68^<)2&{m_Js*{b+QB~cygtv2t<9C
zOPnj@%JJ6O=drGDHlOm=SLZ$prN*7QU;DDoYRkrZ<qA*Q?w@y)cbKsx>Qz9`eSIxw
zR*tiY_9tt0`nfASnXa72Z6wK2TFU||c}lmwS;^q^uj5py>P-2AF28t06`uTSvFE!9
zZe2SU*oktb$Ou%;bv|*?alN4H>V*a=Ci`ypRTS<KRLt3zC(g^_pKGwHD#bj1@uc+S
zmmD%gN_}TM{^8oUSl2NA#qVm3`pZVjP8EN?eGkc3*4p2<P-Btw5gBleV%Q$wXMV2L
zvIX4lL@TQO-FPH(?|5Ii`Yg8Plh>kvh2LvVOxy-?%ce`6VUnie6K5JGw`~+$_V<3A
z`Fa-c@KDt)^D~M^WSm6LAChqr{rc!RXl3oLqLnk8SNKPRT6GMGfA<T$z4;{e$IbgH
zt4i(}9j;D1F_8}xs%p2|FYq-y3zw7ock{-Lj2kS!1=Nn43M%^a_4zGTfGo3pTIvdF
zhgZHAeD2Z`ux6qUmkUQ~i1k$U#SI%aOwl-g^v<(yVvF|0Eiz$s(%;Q;BHGTlI88<1
zSEiN=hoIt>k52=i9EMb;j4egG3iUwUC{Ss^*pk$n62!of8gkk}Vb2e#MVAbd4DZ#=
zT(Q(sisNkP-?ieOgjxjeF3?jDc^js%YyH6jIfoS)s)%av{1nB-H>LXnPp*BPvB0Fi
zYMrF?=PizL6$&zakxR`kTy@{M|F%2xVy7#Aj?bQ~RpjZ(`SB3j$rwp-&?=r)lW%b`
z3%m*xchFd$?dHl+%i{EU)&FN5cH5kCbJuQU+IEUjVM;i^gU0%~6NSOUZ(3oC6q#B!
zX)$s<opM;l$?~qtPJ{M<B@_Nso>81~-ET^;yFIVM7rXWgnwQd?9zHoadGWPxH}+I+
zPP_&h%TKs?NA2C@`F~Vw|9m)ntTMZ0V&jIrd*|M|bt~iTt*s$(ad~UB5B;9h{i!JO
z_4W13K?^6JhJ}Yqcl(){n@=u{n)!40&aHD#d}ljd$*^$IQfRS%0<?s5$%H$Vvd(Us
z%jPav<jQ-_{K`#t%h`Rxt(#W9Uo^2V^U%?qSH8UnE#enZ7guWeRAje#OY5#%hfN-K
z1)Q;K;aT|ScxLr{w4SSZ!fDXLbeF2hd+#Uhk!BH4J6mGN%E&Q!eQtHS_TEb$WZv3u
zY3BOe{qoYP{);~!tE)bBVmS1KK~efJSJxhS3;D@vzFm<&CYq*O%r?uN^|8J<R^XrY
z^7J3k+w)>snASf1bg#ejlM#<z%nk#s_xoyp_t;1n&6=V$`DQDqGG%bGEwu@5>ro3*
z&;HJ-_4i4B#)CIPS^w@X|HAPyK&v4jE{h>i`s%+d;a+`dH}8MzqT)RIEe%tyEKbmy
zoc?RV#rJ=HcyD=rV4H^Nv$Ma<S6P*JdAB}NXBJT7=a4)Wwm$ByMa~r~o+~|{KGr>!
z`TF>9)jhkED^YsP3rpu085^D4%{Rl~<Wob2Pl<P@z2mR{!5rDXOUv3{O00on;i5oL
z*fT7wQN8u=LGzX3CmqR*x$pNlKRoBBHOHWF)925!m*@Pwx<2S(<@1yG8+4cVaV)%i
z_UXT8wx{mZPGUM6EAs2;?qh!rt-EcXqVjfUp3K*H1DnkAPeKG50^;HznM3HgON+tI
zQ*ya^OK!cd*IRbs^s4m>_3vzR_?g6T=n3OOTc+a)pd}m|CtB)U;pDJfFL^SU)#<hA
z&qvQb1TZWtDn0p!3F=DQ|JlC0rThQyD`C89|4VRcOxetmx@x!m4I5r~uMc>~%`WqP
z_ut#$0pHK2tG}Je(4szRm1={4!;FyjO(JXxKI=9`->Yq&X8+N_XJP8%a|@1suVs+l
z6wWH3#?JA!m_zavpS+z+r`Rt^#WgEd7(6q)#m^%-b*-wihCFzpWy<;wY65+GzTKLk
zkq{O(%}{>z_U-1+n9i=>@3;4O-^B!0Cu64*{L^O7_Wt|#?=g8h0mUib)wBI{v?j~Q
zzFi7hFB!WtgdwqLYpzw@1hJa`Wn3&wfvn+k%Jga<cWZ-(*4dqwhq|q0$e5?Et!>;^
zbW6GATm5PmkmGJT&a3;CnH)Gfc6XVib8zLvnLg1z$JTI27_GXY0!d~+y}n$Zoww+n
zbNh=eGmSNu@32^<z;<ZP9GT;+R<q{S-#Zch^~K^4E7w}Rj>^RSN-fveb+xpN=3UHG
z6sk-Wetu*^U}dTxXfMFMYN6*WpsA|2)n*qi&980ck@+Jn!Y6R?hq2y*^>_a=Kka7Z
zc-pXG-8wz5>fd%P&kh;(_VymrTBz*ax8$_mZXKqUYohi$7l>+yNfa~u3}AFRmmixt
z<$vzI*__Mv6lsP@hOV=k8OZ<*)!PhCN(_m@vNb;yLhlB<PPZ@FxySfsk&@F46V1h3
zPAvhT6@U!}J8#X)u=b1p|L*=p21B-aR!kxbR;$&|vittBK4@Qr8{@+t-W_c_XYBs>
zj&0F5v6sCsLtV>fIj@LP`}BWp9uE&sO+fI1u5|FKQHF)jvxHBA#v{y3891J13kYtT
z8xW{p7`K1>cSZrV`_uMU<Z15xb^W<AYx^gz7q9<+(3orX%jao#s)#^UX!1AnPOZJ}
z9DC!A&69Iju`1!u9|@yXD|DgW0d3h(YzWx*ufUIC;jFsOB4&=S8LzjWe|K+x>plBT
zvp+Spnml~tof(ms86>Bp+)(iLd<Wm#Z|jbKv2<DfGWO4z-@c0NT}+^vrVhwl$*FMY
zv_*V9Lrc~zkcqBbC+B{b=J=@x896Ibb6Lj&nhMJZ0cASaK=C2erA8&y>&}CQ(HNYr
zUp;EL@IH9aY}$I4ouKvg+rXp5cGU}0{)48fviJ~lVMnwUE6ID7$gS=<wYojjZR4pG
zd%mlj<5ak^R7a`h*A&;2GZ!&51YDd1Y2oe@QgrIzP*iI9^tHWM$!W#1_(gZ>>MNK9
zUTt35S0^RtRQt{8<Ui0j))mkaROpO~xG0aLC}>V&+uQ?Mi?I##mAEk^epX!c&hP!9
zK8v{;=1)+khR~-*3JRDOt~t8=tmd+b$;By~k3Vs4F~|%$Ch`O{1b-#n8{C+9xNE+U
zsn;4KtG9ZKiq;sdI-mSkU(#X43eW=o6|f0K$n*y&;6B}J=2+NOwrCG{2oy9a^7_Sc
zV=fM7SC^YNlNxv5>iqS)gP|p9En6fP!@@-eLB$qq0F)6jOy^)>(O7UuRFUf$+ajL%
zbLaa0S-yO^`Z2|_ycf&PT{BR0(g+Xt^7elD<m6-#zV@eF6HYt@Ie3b}q|-W9zh3q*
z9r`HT+11v4_0CVV!0K+?vr5O_L#I-rc9*R!to!!nW=LRQ;*(;lRjXHLetdLvOTj~@
zTYD;tRXi&zEem%}ojUbcer#-P;L}g}-%OGijm%ja0xoW2aAF`Z4$1@`9bLb8KAS+5
zywNF#A7_luU-<cazW?Xv=a&a)xU6}6X{mSbf8!g58nZr_RenlYwQ^;rk<Ijr7cMw#
z-MZDS&Mqn{s^`<Qv$Mq+&whP<{qmii#mXOEhAaz?{1j)lqnL?9^esCqEn**vyn6B6
zzRO}uzU_N)VpFC3`)%wmQ{u(u24C=2b$srTk(wyq+fnTI#m4XX=TDzB)YaQ>-M*c=
z$@}TY>U-Mvm-N+1fu_WNe|u~E=h-Rk^(GH`7gz9f_}l$VVR<o$v89H$%}KBR=B89O
zo1!Ndxn^GbY{QkPA<y9C`WloZz{&1aMWAPiFJveiG*MOg{vvZrb$?mF-__^1eM`Q6
z5uShk^vOl13|srQ+wD=9{%-a+#i_@;PR`bJb_<u+TA*yJ_blsZ;QL({V@>ugFweZj
z#PM_~i@+)7hrQ<aJha2tEwO&TXL8uuDA(=xs<drC9ANfjcglWpL8dE<)u~UwXhBg*
z;R=wG_#rd8pQdvB7D$qJdgH7SUvIIzFXQyJX7!ctZt7k#H>-+}vn@Kl^wQ6{Mrl$4
zeLUZS^R78uS<J@7c<S7#Mf?8!li-|Hy?Ld!i~_^LIngg)EN5)_<Zy!F*u>qk)@2d_
z7IlAqtWcbPvP)pr(=#&+mDBPTz4Wwk7j*DoQJ9h)t+W%K<^>gN=I!E_U9`$we(5F6
zV3(qucJt@Y&tLNP&6FF{Pks$uB&_7r!Le}3Yl)jBOo^F}6ZBSf$hu7x<_W5=x97bf
zR`K!`=Vj^L{ele!`&`d*JZw26r*)>2?a-PvI$UhcSMJ`G4L<O$Pr>wi+QqGltzOPK
zWG6bk^Hev-!aY+MoJ<v-Je&m@x_QQAv?KC4gBmx7tKcD*>l45C9Gofaup+}8-1OFn
z?-WpU0rd!e{#wk<Vg5FMVZQD5vkbdetM&BlJb33$%&XV0yCXktUc0*gT5i^oi$^QJ
zoX~OMn5)CBaOJb0b4Yi|m&+jAw%j_iPs3+ZLx4&9g!hbx-TWh&95k|AS)PNE1GoqP
z*Q`&JJI_s@G9@58J3DClhx)(L>n~pujm~_tH97N4YI2g^`HSJpPiQv;9Gz4Zw~n!8
zdCsE6pp^z6BLj6Wfu?mYOLN>^W7Ng*klmCWWIjX7C9d9zLYu&RZqxYf-E2)KBll|V
zu9Ti?V?CA4Y4M8eLvv<SKYnPo$6u5`z02xXHK;GQC_zwm|6kje=|!hNW!&8bed1GH
zt{+)s1e!fQJ|U1ta_V<EThLfF!@@5Au1~Kdp6Tpb2FfQZ*g58YQ`~ayqxY7#E!S%~
zZsv>WL<nr&+InKX(MOwxfQzd@^E)6zcd9lB2s%ydS8$r)%X3@ZZ%)8OEw%T?-q9;o
z+xpDhV+fk!n{mY}S)0e<26#wu*^50ZcU?YMyGQ>xs7!vRCRME$xWc36<oElkuW}~e
zn-N#TxWr>BXeGc?P?&<+tcPTr&L|$45cu=gVaw7zF`(?26*tpjJKucKyX!$qMwD8V
z7~ei$e%CeRovqW0uSOp4=YtGb3o-yXQb4ZOc&!X7?AE;BagtrZXE8_O;rz}%*^=aK
zFHC~%TumO8pswOLBckx8{%fREMg8=W-V^)2L~+frz8G8w>Lt3gTnL`p>AB|dQz`Ij
z94{A+$i@JTl$_-W_P1_b;@~Kil1k;*0<FM!23l@!%*t_iy{-4dW-W&bUe<G8w_O2E
z>~koDyl!D=$@-;wYHhL#TbSfk<1>*@SV47wgprmI-}83R8dTR{kgs8dkYS@i!Ldpa
zjlOvo<TzM5%nizZ-IBE1(*B}CIW?Y3LFDGymo{ONN3|9k)g?b;6j-%ly2bjwGBF1Z
z1(%k9__?kpKXEZ|Jl$$s1R5Iyg@%_glLCvtsvrCf0j{<TiuEr}pFFwn+qbe>r(0gv
z9&TPV`}#$HWhadw+2`z&K_Q#X$idhGam|mSUJgaU{CVfvFSET;ntfv4cW#dIKRf2`
zntk|K?kDdAe}8^n9v+GRcIjn`Pp7A!v}>BkFMU}UJlzu!{d;4vvw7*Zw#-{|lB6un
z+&#0i(_}&Il?ty!*|$1MEgb^Of?GDczo97g;@y`!a!-3~<}y_(p8q*Pu@=;PxdmD9
zq2#pUQqK?8mh-+=K5wgk%jTEf>Rz0AMAdQXaRvdQh7Bm$I{$O0>$&i#C@*#Yc}og@
zTyf{M=VMqXH?_3ph``;IeRWpCN-by4|D96B|4!_rcyZki-}1l$oo#bJ=)_2+gBFOe
z!xo4H9q;B+YH?O}sz|EVe;a?<_2~1b0j_6Pc4#QIERy<uurkNTf6DCH-nF&0h6QX2
zBEJQp9=gDCXw4s`MRRf%GPhfUS`!=&8dI_^s4@s>%>peyVG)4%NL10}ec}CCe!m{i
zNn>WS|Frp`)^@q6;?8b@iYx+MtHB#x`y6J}-*Y)7rS^{BYWsfAhu6eZ6=L?)SYEw;
z-CfHYJOws&>eMZDf2(F$m+R?9Y-q^J%2LXNo=!RO{@IdiQs&S-x!Zmpco@sbu(15>
zq9RCVgJB^kZ5&x-r1fuc@(<Z(0`oR?^i7mtaAJ5Ez~;oZyREHFqab;Qb-{xM#)d!N
z-Q_A<Dms2VI@;a)fBTj#7Y?;@_x`_M^ZD$=5}t{tr|BAB`f%|7vp?7FhupfhaGJQo
zii|>V0nMQhlIaGjQbhkl(yM+$K>s$Yny`}PR=-~Q%yNF=-ZEkPTIlu-ORZn&TV<K=
zzPh@4<*r?~BA)arPE?#EUUeJP&e31KnRy{+>!1IXpPzNcFg?!&%^1frA;;M>fwXTj
zPM4P(q=ba*7Mgz?RKA3KQ~+ganNxyJZ97U|Uvq8ixb=DxXA9`azL)IwKNvs$4~JCD
zt3T!ot375++;czl)ti8m+zKIEOu&5tmzIE~l8&HSM)dzh!Q6urE(VKT{P>X9fkQ#&
zltYHw$2G+qYm5K;C_LHOz|*I{=L1vipU3jcGcPZ5brpZyDDR$Id18g-osgxuvRRdk
zEnQ-erBn<~Q`1;LCCo>8*tGW7jMazJUCUQ3o_}mY;MZLBins@Vetyopw8Zn6fxotZ
zoK=YiQ~92Np3)tfN-awL-|OTYUc_!*A>%B|;l4(8<&uQcSEV)P#6R5C^X6G@$fq|U
zQXG&4kDpkZ9g{V`{HwcNm;Kjv%Kl8rzzrRJ_y5g%{d%V-sKAd6Ki<vN){}H%#fkSq
zbB}|D(M4AGbY%;GQa0aLj)i-tMTpP3xhb{Vu>Hcms1>#U6rTxn-IiLf$<Pufx_K$P
zfELrk(EOks4}7kNF$m0?#O3hArc~a_CA8npYiaPZ9pB^wo#q`m$L^o-{j~!)EaNYO
z!ZNV-txki0gGET=goS<W#pmW&UcQmk#IJr~GON=Xqg9tC3ovqA{i4k9P*dTJ&GT$S
zuV+u51SkkBxOeZ~jN*lRwKXo3H$^eD1j)_FbkI;`5^M-?ve3~|R-C2E4PKU~B?sE6
z#TTmZq$>HHdd6DkYqsobo!!>{=Co>5ejlD;yMce9*J&1okl=m}hacM&7c(5<d-eKt
z@Hh4CtPC9fnynlQqx*j<$TnQqopwzIRH$~bgG$Ml94$N3=Xl?2b#=P_?%sF3R_j|+
z%$AAAv2X@0Vo+-7+NA8%!J+s}ASqCCY8s2Pn_)`G(RzcF5ZAp&DoblBKm)&*1v&O!
zTlCQUuIs^#uewiF?A5#U8ng-l+7)FHSY-mP)4KjMaD-lA7I^mbsi6P+jQsrT>Pyz9
zfX28hW&f6_tueaw?fCtm_ZOR$ekPsc|9xV)M*5YP^FAv&|Iz|Yck;rgq5AZ%N2G$H
z^^e}g$~8t^;J)AvHc)>r(aM$Ms9d**GkEF8Qcw-cps3WMb(RB^09O6z@5|s0leA40
zl$E~+%Fhf7y}H}?>;kQ}(BcL!F=YfP23hsU9@O_WND*;%d-_*hxUJ`uy=_t2EKvQ@
zjiX{}2)I|z(DLb)V)`%8`jIW1;CzP>08AVp0~<a(*_L~y`cX@|V3+=mhNh!OQT+-!
zrU5PFU>eVFzwhV%|4;gPrJ5fn)ibZO+rP1tH(IhD<hI+$1tU_W338heC&y>Ez9nn+
z*esN|>)s!<V|hD6i_=QBSSE&ri%x>WL$M)XsU&D0L+BrNhZT$Dz-#;LXR@?BPCK)p
z$@rW=SK))1=_?)|V9ZpA*__4;T}a>Rq?nbNx$x)b=a-+Ioh`e5Z^A*Q$KQAD+O^{I
zX2>o;*ShHab+%{cTAL?IJv_|&k%hs@l^xPgKr2B&iF40?2GHWct;`EUYlZnFzo_}n
z60uA@e;G2#Z+LEY!byi6H9w1@zzY<oxj9^po3>}GvAudjz{O+W0RRDq6_<KIVWIVp
zSs^44wDM}ocX@`ytcD4?kg?>I%a*mhamcXO&wsjbGN>`0jjgN)b^1>I=5H`4bvO~W
z*^O^|&P^d<#h4uh3k_wqZrT)d?}W1k$krS9ZEc*exCzt|XzMi+xb<9M+Vttt6F3w~
zo<C-ADz`f7%Ze@Sfg+^xKcm1hF%Dr@j+?8#B`*0iO-{;^v8AhwO<)-Z$7b#o`B#oe
zyiQF|zj)vPL+fGYi_h79Y2Nr^#rs4g@benTLU2&oT&MvWkU3h<(4zGUl<hzLV^;8y
z73g{<uqm{1q7;vG>HGT(PT!*}m$3*eW8+9Y%cjt?KIX^Pbj_Lqan^Gd{Y*!d7YVU3
zF+LJ!&ue+>{zIT4;F`Q8Xhd=aB%{C`%LeHiEG*y8CQx-<M~fZ2A>fsjSLN-xR~cI!
z^0iyH{pnz9I=o`_tL}5t&YoL*uKSsGl&qi=X!D_IIjAifY6Dt`22Fh6<=gKyBVuE7
zbHop_>oYyx^0wuST}#@|J-n=Z8<}A1Qvb3Zayf==&thATk`s6#A1K=*Cx`hyOot5R
z|7tw#mD3e@{9*O_pz{-zFG*kK)^A|Z1QlT#pbi4Aj5xXB!fG!0x=)@`UlZR8I<3F%
zSoI%NkYw@Vj?9xR3U@Z8aL&E4>F8#T(5+iTf<m7XmvtFAp3axEH1=)mVR0&EU9>g(
zy41I*4GD}_uUt{tA{(AF@5HSeH$39ZHnV_duo#@C_A!ED{-eCC!;Y^HJXckhaZeRv
zdAX?T2CHOIljE!R@0T|gSiHKnyXw%FWABnppgnS}e$mO(#oH_@KdH3lUiW$Bn$y|~
zI;7{<50~#-eg!bfzC5{%v(+|ahVWk7ps+A8)@H|7@80!kCY8HSm{q;`#jU`(C4PzV
zm*k`!H1t&)0^+Qn_<*O`r|ZY(X`F31{(FMO+Ncy$*6>%Z7f-Xlf~^JU7L%;k($=<(
z^jx<2#_w1AFHBs!e}VCGJD22DX_dR?<vf}*N9NS|^UJSY3%jW#^SL(yQe1~>i9!l%
ztA>Kh|HOV>E55xXKf9z*&en+A;f0Dq!vv4^^Ida7K@&+LEBih-dp7nkJ1y_kSlf_c
z-Y4lh$1s@<bhygqx1a<J>WvAO*6ciH*OF3W@^JCy&A};6OXh+aI-zqskDuNusmPPY
zx?+ieL~(WF8XYMK357@Y(-zzNT)A_vnIn;@8I;0ub91j;xsuZ3_IRz}9KLst3mq8k
zMNe2LlyrRqZEBK|l3KBC+cc+z0aNy+u@ruOc6Q?Z<^J>E&A4{b08)ksI!$$xhQ(cm
z8%O1f=b^$$(-)mTdv@u*efwrSoShq6yCpAJS<y-2{vyzkI97~_w<juJd2Qelc}0y^
z+ICjar%x^?3+e<kCrorWAswR^w`azgvl_yTip)z)_evV-fX4Ob%sM{V-%c|5+U@-P
zbFHkbY-azyJN@1AW4`^DEw9&1_uKu#@BGhHBb8aR6@ur@T>jvu)8qAfh4%>t^Tbc)
zUv4RXFt%Ul>%0Z${BssI9@-p|r#Q*{LRrJ7`4;^vGGt26+?qGV=&s12VuPyc>e{)t
z59v1=?VJ9ha#!3h)vs^srx%^u)v(FSuW{ek2Z_i32xZv+;(NE~!^Q8K`KQ!1D*lO>
zPjbEVr|_1^tE&ICQr~}`58klDLMvZEK;fI>ywxf8d}||<pUnPoBiZCpm$pr;abVKC
z{mDOy^YbsA5)nP3fBjF7-+9eb+QoI}jdQ>Jj`S_L*5kD6*-4|BN;04KeA{|G<MCqY
zm5&~ahM1{ti@A2q^ZGG!sm%Y}zh6GmkN1)PdCq-Onf)9481tRJ{?9(%zi;O=H}`Ld
z?beQ_os8G*cJE!-Y!&tU<ud)gWr2^A7UymHeqvYAmUAofPEGsyt@?Q8#r5}=86H*K
zwQQBmvKepQ<SgE6yr^Z`;<c-%*KK~N(5uOLu}fd2+_UQ6jMK%h-&~(k>t_D5WXopl
z`==Kkj%8e>^=`S+Y-yFO&t=<EFK&Ft;A_3M|D1N;wYz6GAMrl?)@u7^TU%SLqZOw>
z&1~}pi|5yUzgwR9``g<i7xx4%b~}2<X^-9H<?m#yN;;19$$AT``<3h|{bp<5XI}p|
zJL}&5`=6KU?R_dHRd-Ah(&hjy#F@|kf|cWD$m{Ft)#cJoEy!?E{eQRa!yT8I3sZSo
z+Rd(A-g&+5e7M4sW12U6>;An8?hUh1c*1w?rR#N;L+f5|R}<xM?yo<=aOj+M*^jW-
zB_$?{W<OupYqW3riaY1T!;i5#ZByRQqQ-RS!qe;3Y=^F|+i#~Q@X6cD=D%U%hfDMS
zsH}82QQFd<vM;7PXC{|I&ChR#Ln?~{gBm|vt*;A}<XB!;zRE-I`t#CSmg-m0y@ibi
z6VK0bh$wzP!;!ItJACg{0S?JCZ{&Zkarp6g_xh4tZFA0G#ulqvH<y1;Q)f9;@pcVo
z%Vq!f{#pW`zTU|H`-fwiro)cp<9vz&Qr-GD?dC)@ez@d4_xY_^m&NZ~;hky%Iz2%o
zK*2gXA|&6Pz4iBRPDmg4goVNvtM&_;w#*M-U0of^D}59+R0SqNGk+R_nv0=-*qz-%
zuXxW1KOU3IBYAYf#S$r_ET)H<&*%FuoFtT(YPF?QyL7INCU1+(f|aXRFBa7fb6I=)
zpyP~Rzkco5KimA-7VZYiui1BY6b8P3`%RX82ao=44vwQIHn2#tx8%%sS=}?M?{N2t
z8PS0SzYe$aOZOc)K1tO(<I|Iqht_IYKxTkg1Xg|F1~sK%&F-YzoR$AiwuHI`Gq#+!
z`OGu7{@>4Id<-%_(`BdY#b*7Pzr6Y*Q~$HwR{!r>)plQA6SLE3()6|IY=st|PNmM;
z%{s#&qjtW(Nm9T)VI$>qH>SizwH$LBF3bas=?C)7I04z132Ju9GH@`qpwzQ_tG{15
zH`ls%=PAG9e~->8KH0fp4;#b!(87nU;#T(>;#c=9W8(P!_IA3>=c(awnFr+AQzZl{
z*YdU5|2xaQqp(izwSWCD;n0u}mnKU;hZiQQKKGc7wA0;~7S2}#wHH9`{HbQ3fsYVK
zFBIhQJ^yDoXha_hU^^t8zvp7dm%EkE=WfZms<rFuwdj|P>~aPT8&<74_0_|c?~~1+
z4~I+s{{>%IuxMHJ(QW~w2~mstHhnw2rG~-D6<>Q_!tK#s=6M!{O?|S~Zim}=7hhbQ
zygl#X>Z05BX=i3AN-Cx(JU$_(f95b~%(^0Z$8u4QwZEHZ7xP5wyuMZ-^YQTsh3CfZ
z46_2=mRq*Wxqn*2q4K>%4XBL=UC)Q5bu9P)=KlKq8<{lqON<f^v78q_`9*OtPwq8V
z8OeKZ9A0dh)?TWi*?lUz?#981_0K=eRci6uUuovomIfLg0*$kQ+6bYu1X0_BRe#tW
zUaZk(o_l$MZ*__OJsGFh@AphsZjMh*PQG$<)#}x~xsNLjN-cL)dVIH8&R@c2DHDfi
zF3y&#EvVhie5hh|PgG;U-Cd<uE?f}UdbLGVXYMm4B`1md_ZeHdav5>;kiP!lZwTP!
zID6;X&gMU}E$c7H=)E#obLCFeyLY?an<=$qUtia|YbGnV*p6Fae*Ni7@>eoAx#I5o
z^#A8EQ;;cqHgigNgoeoD8~65JxqML(<75F)vH=Y!q4b-;dcUkXv~>F&r^Dwh4x^tW
zfHi_7bsT=YlmF+SK6{o;_lJe6*Dp&f+;-+ejD*pWR!}$17?ekFStq7&<?|PfQUk3C
zMG7@<w_fj<-l40jE8Fwy=-nwM7Z1Ow{Tlz`#I^VfGlS(98HR4IseCsF);PMhBrg95
zbW>i?N>G~yGGqnn#=HXM4Y}CBRd%dFTrGQq1oC}O{%&R9_$oQmn@!-=WzZs?kdNTS
zM2MaOC{=)tf?Va#xYi-#9s8!r&uNc2&n%5QTkCMI>a}i?#+o&2u6%Eq<$Y{IpbPj^
znW<@@VNax-DEFUH0CXJZt6&Fhfmzj!XJ(uC`*7I&ezW=I)bKdNc^L-oY`)MVX&4rI
z34<EY@X_9efd2nHQVMr!ro3?3UM{%GU2y7?O7NP>1~Y{xFF;GBGynbhIgvwwpMS1(
zd0tBL$pDQh+Yas6YY6SnmE4ZASPB}cK=f%>9It2N6*yNh?ZsB+d#(|GB^RxHyyv-d
z-<Hq=;R<&)r}qnr#_Xy1xL~ev#&#808r|{%6k)LPl!@c(kMj$d4_#z+S*Wv7!gsFA
z-M=mjP8-9TbwG2L36QoNW-s*0WBX=4j&whTRT^U5AHP_;{Px#kRP<M0y?%Xv%<4UR
zY&Om7u$*+EPI(X8$t{_eGfqxY-BR}U){4v8kehfq-^*$WX)O@tsNAt)=K`NSyC3MP
zvwe;M?TQB<*7!0VORR5RhuCGHT6{~w`9UKy`-)}Dj@_tiXuR0TeP*kNn*Y3<B~P2(
z<vv-dmfx=}e`0PccJ@!uR>s6<-sP`2K}9U6yjZ#yBP1DGHtw=woNGHZT)|{v!No<c
zN9x%=uVbyUxmdgMR^tUJsd={5+Z;d5EP<!_*`Ol^P-2*YV{U1xTEzCe*gLw<QyMPt
zX1v;1ls0vhD977{iDfNaU0pp~uR*PAP!xD=XF#400HqKHj>oUF<~v)|{`zu4AjrI!
zW398>+0`jZ@h?7}`LQ&M*=h2P^fNOAXTIqSb@P`@dcXR=ll!)RP3PwP66jqy>uLAd
zV)*H$ldJX$W`n)E&}%8Ec0oxt3@z_Up6b4;*ee(((&jFp<n+SNTz2Ia#)X&dTKx9E
ztkAGO?a~5@2o`}=TP#7YMNTmM4Hx#VyLPc9dRxxNEh~89Tbq4nIKPN{U!hsc?(|RS
zKs=*SYG(vA-G*d#ft-PwffLuPvniSo&Og_(I4$L)`0qdV>jj<G7|pWz&kElrjW&h_
zN)MpYxa8W@#f_z<rGe^|{f@=boaV(G8~GQ?&A-aka-;pi&5Rk&9wN7PH!;<!uXwu3
zTr;L1EohJR>c0w8|9w)D(va~!yFJ&(Yi1r7qW}}f-5;KNOwfG?$`09D9jCaCChgfW
zeZ|V)%;c(%t`n3*xiXj!h1mFLt?LA>$N*{cy3LFpg*;XYU$hRtIxpZW``lFg(sEGG
z-t{p9M?0Iqvv)tZMc4k_n4bSq+kUp+y>APi*DT^ucI#1)yzd>7hc-?z2{KM0_dehL
zP&-45QnjiTKZa#e3Nas~E*?{RuXLq$%8Nx8?|oKuzoqp+TOeub#o)RI#l_9}C&2r^
zR*QnWe>L3D;V?+i@v5?BiWLWFjz`K@&5Kz<rp95$315R05kb`9aFAaS#UE&wxNbv1
z29G2wXbR;<$dR+_m^pUywZD9F&hB{jzxr?YSbbK#I`jMQ^|h;id0mc?T9WyKp~)#k
zrT3zQ@CjBS-w763liq8n+f|)-exl{c>5KVFEF3DvCkuttR6e(y?=*g5<R*N%q=(aI
zkIy63&W=8g6&z+J)0gf1`Zw(Q=QVfVZPVMG_4d~4Z|~Nv`v2{rVAlHbw_E?eUc2@C
z`g`STOP~Ez-1F_N+?BZ3$D69Pc~Ad1w$q@lQGa#xzth+MH8tPnPr7v}bH<;2CpEV%
zUAk04Lc-(cpEGhyiD6FaqG|%GR=6vu2;6#X&*D^FlDhVrrh`Jrm1zzh3MnlU1f8ZP
z9^q54`E<E%&yH=Ei#BJi*FJb@S!d);VGhRr<BR`tvNdbolC4YSV73j^*}a%ccv<D<
zOJ>1|Oo``~_^dq9xAT^7ZmNa!mxQ=Vfv5K(4w>G~Gq16eZ)<A{y7j4SKfkP^`7}S7
z18<5R%U7?_a8%f`Xx5!J2aW3;s>h}=u{a(5rywB2!P&wBa)+P7mub5Lf*$*2&a3#?
z<F;6HzI$7egq1LBqd{%|zhArOO1$Y#y7!y;!_*x@TtXa&Z~VQL>9gw7<KNq3SAN>+
zv2pFXb#CS5+ZWz{_Qk1isvt-4>YVru{Q7fiIN#R3EjZkp8G5<kscZP5_g|lXb7I?S
z`FGAaaRr<2uN2y>lp<f-f9wkSu{wCZZe+Miv*F@~#SRu}@2uK+6$OMi=GI-{_`dbA
zYwPMBCZ)B3GHxq-EoIDvR&5gII3EA(@Rp~IQ<inFXy`~fn$#)SbuU>^rgn+^*6Tkv
zZpr+yJNH{c%LKtg_Z*oPzWE(=M(~h&zfEWG-Q_|mv#c}q)~(v@r8fIh<?{KLe=@aL
z+h1y$?EgJ=?fYJT^MqSM!oS7RVvTv-ycwe#H|*Rg$#3^VVO#F)wzf95w{qX#-R-`*
zIy}2Ret(^9*qR8#sPFS8zXk=TpKXR0|6j?9=d5;>cGn)vSuIdpJ*8%rgNK5Oz^VOC
zJpxRss;V6Ahcz!+F)h4P-zCa%wBO(U_xt&ZZAau69%DV0cvSV<es-&`bFSGc+;7;h
z<r=rYg5l$XCuXzXI^4l?%t2vF{q@glTh=;gI0VRKUt4qWpZxx}N3N_4-k5q?Y)#Bg
zp>8qVQ|5QwZh0%H2v~hxu(I;c{7ZHIR@3e`&+ylM+Xiuoyeo?n)51I6m!^YK!Py`E
zCzy&JT~KcM9M<dp)aR#DQvRPM%(l9UstO`G8<LOrO}stZD78z>Lg@IhUg@p&RRW&r
z?OU_2XXzMbU(@N>|Nj1d`=fE&1%In@@4K-zJN%ZBU&ieG>l=7ESpU3~UBNuRgU`&=
zH1Y1PQVtfTs4WKn?*CMqm!aP{!Qq97z$-zg_pOsZ%*}SK_~XjqJ8NNWu7u*5vo8)#
z3H&<cVkftH(w{vaHDw>^e@xbxu`9yuxU{Ur_fwWSJE|GQ^5f>r?mJTOYnjLKx36BE
zik!PhiAk|B;ON3GQI6I$A4${qmaSYZO2wc9=9Fa=L<DsT9v$J-iQeYJyz|(xV=ZqE
zPMao{b9a~MY_r@;EG9|Z6DxPr{w~u!u!K3W#@6k+>3!*=ftSJ*?rcbGzE)_pRo$KE
zv2~=6#QEdR4ju|6TpVBDyFd8Qtx^3qlIL8O%m1a<pT5aH%%P~<va>@Vs?>vNq3P2d
zr&gHWJri-$Fnsrn#tGf0W_;ZB(5RK8#cjc~H64OGI?qQ%M{ng=7`VZ+-RqzPlZ@*D
zO-UWrl2^|^Pc=VN-M@8GA9G@D?O%?c!W{cMPkzqde62V#s&a2!?!lgU^XBR38jG*L
z>8hY2P&74gs($D~9j(v5_V4T4KKs7eltu3=<g5C>FG{LnJ+)j~-^C#Nsm__*$@99V
zaBk}nh?@Rs>*KjUuI0xaU*cuIZnnARQl)c>Th`?oGA~>=OV&Q=MAea(&r9~5RV>j;
z4RN^n?(S~kYhs=6tq-z(%v@~c^6K*GON@zso_~IR-k<SM#fm9Ey*AF<&dV{`+VJQ7
zlP>euA34XN*m&V3JFjxfftmOJi8<%y&iH>=eo<B7yGuMXjk0W0O)fisnVP@9DSY2&
zF0p&N1-Rcwzc}%EnnOlx8q>qwfl}J%fB2jd=3r!6_-A)yhoIBnb(5b9=*91|QEUyF
zbG_O9WaHuz2Z{3%RszS)D~eo?+nROt#4NQ>avJ-DwlOZ8U}X2D`oV$5DFwMjT$y&K
z@}DLae!02-_|0bf<2~7uif{J3OLaNj_Wa;Vxp(^}uc-TCbmY|Xg^#DzuDUvNo4SCJ
zQ^u`G9xgGjmI)3ga@BX7T2Z3{$}Ugif@WwgcKg1TdESiQ%k>>3_wVcIQ0sEOKk-0T
z%LSiZt7g_|J~7(Hv`|3r-*krBL(Ao4d*-vuTCXI`A*rY$AjA=ROrL3CSJlg0NyRPe
zw3S;9-zwx=SSo)i<s`?#nCnh`0&4ebKkad>b!R%rvH$1U{DRkOxA(1aO)BMExI^u-
zoAK|tZyhwsfB(^QQ~(*r*`l>rqA|eLmT94^{&i5sw!MGqVbt3Xk&)GN>->uO60`a{
zH0DNpQI-2}$@QI!!OHdP{a3r__-TrD3A*o+<w;rHW8|dqyN!XxX{Vc{w*Uuci=Tal
zMf-$ej?}}~CeHu%_~_QT67@6rFHhsQ_jt^||9*dh0msJ3l0OSKoyu5dR>-GV@MEeX
z&li`CZ~C-+W;~l(y71-avOO`v9Gor7WG^^5TGxbK<5@ocGK<q=Il;hPXJ?zM&xzSz
zS9{1z_|Xy%Y0(MOYy8*`<$PBZDV2(Ke`bEPWS+x{8@EAzxy&yG%F<>zf*d>f7oKr9
znyU^9!awe5-U?GRpZt+I^zyV;fSv0;!@nEv+Dcf+hTWPGSNC1VP>SmYTZ@~>{F>&E
z#a!->pA{GSGATAra5ym~aO%bu&Ba=;mTrG4<MetLsNBA`*FDcuVM_LsFEUP*-9p}X
zev~jT(>1*3q;Y#!L|u+Xg0#S?JbxWk?J$vBTQY@@ymI<k1qvsS3s3!URR{^}cgQ$?
z+O%<kL&o{-MLWVkK8^!bEt8CX-3h-{@a?JN%o@$->;K*h@rjyYC9C+lE5jg7M8Z@-
zgzJdD?rMJtS>sbPay+aQY`%W_ezEjX<l(3`tNU&l4|M*78b8!tZ>keq{qlLBarM%Z
zVJEr^ldE>Rg?U^2U66Q6BiJo<->E5q%X&`Ls9dfDh1Svflx-|dGo8*Y?Ku^FNa*OI
z11p#kKebK%sZnL6VDssTRE))?oS)NPiQR8s$^HM@rrJ%4jRxsK%R*cfQd$Cz?v_vt
z3Dn=K8|=3BwU+{TW7JO7#(;GbgEbd_nzq4ZqlSY*$eT<_fiS;Fp8q>uYKCiSYF-Tc
z>23GxoZNu}t>z92XZ9uUFs%JH>u9vg{M(%`PAV7p&gTvf^>s?so6en->b0??_>*9+
zvcM`0e_VlAzvJxmDS<QdY~pRWdb9-8^4(_kZ(7cNsJh_ciTr@O8)Q;VKL_RcE;%8!
zH|G1C8a~_Q@lJOiRU4K*w6&bvB6w(y=ggpqm-(fZ^%$jwJUi<nnR;pkdipssC2*&c
z&ctk1H(n0z+Q6C0{z4qAEnO#qG(@~uA1%K9kgI&*=UvkUb!Sf$-k;VI;Opkb(Rk@n
zknfSkMn+S^%^T8M47fLL(l|BcqRtU7E%d-jkGJhU*!M<!>dcy>DL+>K{Un{(xhL>|
znS#!@Ty>5XhQ<r?3L6BS+&EI_9R<}IM)HX*0qZ7IXl~y$sbblz*|$y=n7uf-=aa&z
zy&GE=<!zU?o6qm;?5r8O=k9xF_Y=KKh1m^u+vw!)IVqH+)ld=k{p;76TLSdm6sBaq
z5D~EZHPQXzuaeb!96eR@Du0Px(O-G~Rv%k(IOFZcfIGjgt&I+hjkPTc4akrTcH8-u
zCD_ffJs^>TQMm<_H&R<J>{{0YDh2OWKbgkjwA0OxIWaO<(uT2rOXA<Re>-^G92BN_
zO)Y25VRl;RQZ!|QfY~DdcZuLk=AjTG`IECn>y;qK+lrlP0zw>be}?g0&uTw^>elNo
z#a8iRQ!gsFd=5W*e8<ekDMpVD`137Tz4Ww@K;G?byw+uJ4E7xR^z`(`yt`I!?@ZH;
z2G!b!6M~GweP$Z5F1pv&#+G?IQeiXGHm1ZsOCQT7UR@P>YuT690#KIpv(K1ebZScA
z%^N4DV9gV{T8~u()QlT{lpAq(e08n+^H_fI^5yK?@7Gz2=|-6(Ej#?+)Ku+_Nk_Tf
z7H^#Y^VQYWfgOzMJEuR{){^Y7!aVxD&Bynw++t5^tuz}afLrqcsS#-{0j_($Z1a)a
zx=tHZ2*AT^d5@K#q6u?L(s#zc8M(Q>497~Wg+&hau@?1j*x&NlVa5GPH;NR4BX0bQ
zK7Uq}qlLu@lz~%C6v5qxEsvjq8jo9^M_b0MmbKH)UVr&~=CYo&cY+g5HTr&VEPTMU
z@!5&B+wZNKD_nnnOXlQlY@O$LdV717FFO9^Qd%VuANGvfCV$O=6^sk_y*+ZIQ~0x$
z7pO661uHrDO(6M0dFDA#ajo@Fd9$j(DG{x6QvwgN_S<~oxVA2KHK$6Gn-#+=2aQXv
zk1u<;S|)BUeC+m?|GChqTJ2cQ<Bb6=W#;+!)@*IpT)eV+e?fB9>vLynIo4*Y>+IxL
z{I2-MR_x$K_g{h4bLG8fx7EKndGzC{?ePb-?^m*NzmM%`{jPh)b?POn8Ae)DHF6o5
z6dNz>`hG%}v!$rF%P=*>h4=OA*X~LUA6G6o*&wlALAj-<-YEExpu&}tb=TL$M$O)_
zf=7UZWs5+?Cr1U7$J>sja<p9Asw}{leZ2Q2XUnGii|hB_?mW0p<Jn$&hWJkHg*zGo
zKB`ObEDI?{t+is0eW|pLTL<bCUFOSJxBwL1ZI@@-_(-0;qkK|x@yl;|{qe3-iaAo_
z)|K50Q@C>3$$!4x+O3-e!WolJt%wqV78MJh9ep1m%yBg(1=MojSop`<MS;c3%S(W-
zU9i_pnB}!BPxANd<%TOy^}oMgwlwC9j#o#e%iX(oHLssp)U~F&DEZeKRpV3#g(;^)
zas-_=K3LLl<VWr4$<KL<rUvf3zhcS;UXHJQ!o81=efb>pYsCenmaw@K9A@k-n&W)J
zvc+iqLm8)Yic@}iEc*<~zAGNt8$~lM^jY|5wsXdo6FmW%mRcujIiBuI-rADukg?VA
zXWDTNMe(VHR-&yA9tu->Cxa@rGwvKMMXeHwQ?gT*vNQ&)n{`?6(9F|mi;}!rw<PNB
zj=oU7>-?o-UoM@BOb8KG5YRg1uK;R`?0nmD%HUA0ddL;;{L`+fYhIrM6>IR?)kNS_
z^puE4)0XEu{+;wI=WIkBk2a_(k%1Q)ZX9?Ejml@*=NJ5aS_Z01r`P3cs_D;}vsIS&
z*g8;`b|19IXplNZbMdCcZq3C$l2bv!0P;}R{}VZ!Ek><#W;<)-b9#$(gLKRTl}wy1
zJp!wElzRkLtvJqsXhM0pah!eiD&*9Po8LCXJOn#48QqzjE#H3hubA3>>c--=pwzPR
z^7)rFo|02v9{YTBF+*d(#`U1Yv|Qc<T>0eO(7HC|;^y`4A7@`>Zu=DCTm1N0yLaj(
z&-2CdPVbyGN+<EK&Vm*Bb9dC8fUN}p7ypwG#lI;^@xSI$3rqC=`~2&#ckkP`Z_ZWC
z)g2BR!5x~5i&`U;u5*c~2)vpd`R>+M@5|YLe|?SEnAEEI_DGyYQnSzIYIRWKhsDW_
z!<SbtlgrR)#iF=Hx{U_rQAVjH5$<jr#gF|@ZWZ8oy31;+QPs1v0&Tk%ePUCcI>Tl?
z%RjB~Yh@-9yFnHl%P&}&pR_aWtdvgF7L8<o4$!WIgo912EKZZ{qBnPgd!4iX?2-^u
z1}$&C_wD6+{)JEXABy<Z%OGX<=HyLR2}MxDW2S`S6RpK*e~xP^)I8}k&ZspsRnpCV
zyq4eB?QhclH4^8aPh?_cZ((9E&$-dCHT(Lag$o^DcU3s}TsJ>^_H0IO?ore0F^i|B
zw_KPb4(c{2HeR^1{pb!6XzTc*m>Y+rB1&QUvSz093g*O{EarPuKXt_4|H+}`*x;b?
zdB-2?_yUI;mo7E+N}FfZmnevA*q(k~ZcX%dzD5UyrPCjsm$xWraG2354=Ob;nlUAc
z#m}6wh{Z|tD@O~o>HDolo3kaYwA9MU;{WBR66U`1JPQ}><d0phG_Ap)((3xE(A5f?
zz8_hb{`u|w{qeuQPtgqCQeODi*6!yX4PkrPGcW#pdV2cuzVEZ&wkK(YPjJv!R6W})
z*QvC0>$T}K8v@RV=VWC`6-s@~U(E6FFu(nrN8<B;-+6xF{{8$H`uTtAOwY+>9csBb
z-{ohEckro>&c_P_G@gDw_qg8a`$}=c&$HGiRz1Eo=jWp1k1wjN?$%Gy>)$l@X;kUL
z%6RXUVLlVecgA$MD6RZn|D@ev1vj(2bwk9@GjmK%Uae+YYCo4d<jTVT+suoDme2G$
z($BL<zxUncp4x4xHTnM}_tp9<mwfy!xa*Jd%~{KJ?SFh(%pqUTeQ)OUL$-Mqq89%I
zxcOTSuk4m=@t1S_a!2!rcs<WPZ?W{N^PW%FJ^Wy0@QUB^|C#r#TE!Cm(E3n*@4B1U
z?yR|~Tl2y3%AWs!BV&z&6F<sc{B!fc?wOmrRYFz7N(J^Mm&^}aU-{yG^@l(A=eeGJ
zT6ZNrK5dtNbzfWI6Z<NIuZNdL{5uk|db<C{+n>+c-uS%MHseo}vef(hGm(2|YTf$#
zeXqrzD+1I0I;*DDFHuRqUh_l#mf;2IgH74m54?Z5+FqXV{n@;_FW+50y!>y;Dg3(a
zua3C8rzdC9#t6UKZ&#DWH+&3VpHvje;Qh?s@QeJz&5w3{bbp_~;lHOyX!3E^4S&zA
zE-tKAE}b%MTGsjXPqLqVQSzM1dBg8}&-SXj?tPUP?Oq)Evx-A&(jA4%Gs<^d@BQqo
zr!!mX*qv1_ch_!nz0p}1`y<ytB4nkSb~LDO!LWS(W%qu$)`r=V#%T}szOP-src(2H
z>wC+>7lKae4FPxh`C38Efb8lQ2HT6Co|<_6$nGDnuCCr#`@1Z6SNNwd>nmobo}QL?
zdYW#>`rw$?3)|%mO;YuCTX2cf_VZ6ER?e22E*z{ndH42MF6E#6T+r^r0cOqAeZQ`*
zU&gwo+5gT`#)n64USC|3q$SWL9;@8&BImF0F2BE`yz)Ebzjp7RV|-tTU&`>q^Ixv!
zA6`EU{e5Wqo%xr-3VlDSOZm>-@W%EJGcQN`w7v6!6~4Tmv6%7UgH_v$md#zG^szvA
zm(|xrk7^&YR>aqGJ=__tTyxYt^{jDi-Gi0x0$H{!@6Y`F5VD*p(Q3Y^gM?+ZP~&R5
zzDeHejcRQJKiurE^<m!ql8NJZulI(tPwbbo2+XtTbhZCi=+_uf<8D%K#&Ca4o=*26
zCa0qj314haE}GS{DF0uy`Mlk~d9v1hNIv%Uu>Gwg@-KgFTCUo2`2WSVj1Sf8?a#h?
z8vG{i&L^d~KhL@&YW^qb#7)23&lV>A@%QgtrV26t`a@@YzIf+s>Cd0$w@nmk-fx}y
z;iqu$8l#_Yq^o~jxG#IKYqxsxr7w3FSAB>y{PyG%yC!2xeEk<u-Z#_E`TtFHU})K~
zOi<w8x2M9h?l%8F&%UN??!vi09=bSm2R~ku(bCWn^S|R)_hPv@atvZU-OCsj?nvA9
z{#mpw6Gx-JPxmtsj-y{)>Yx3(s}TJB_QTCa>BYY+bvIp&tA1;GW{#!s^w_eQpw!X3
z>E@<&M_LX>FdQmzoc-hc(eD91tljbaF7scN9_BS)lEOA?N2!=+(1HgI7hcIY#ZE5~
zJXA98aH!kP6+M@Wg?GGV**<rI?a8jv+np7$J680Z@xC-a{nU#MW-+N(cJZff+M;|m
z@>&q6(`(jVutllGP0)F-K5NKp$@)i|QxvXTXW#jD+wCpIrKP1lf>Ub+jppcED2RNY
zl{qzV@r9B-b}Wb9?CC7#ump`eZ2o;tW%@H2C)2-|B853nd!d1f=M+WC=khfC+V8q6
z<C7o5$Lyvad3!rXj-!@>x+0ekKMMBxYT5B9>Sm6m`umB8^aCe2%*d2?VoLP)+Y4$<
zs|c*BUCPmt^-GZB^p=vxG0V(AwcxiJ?e=U{fm2s?%@lm*{Z|(;>Jm7{Jl}5r1&^~&
zEIW#hMlMolyl^rv71ZIL>*osTcqhvQyD_?Pq{dD9XM^1CKg!hN#JRed!+7NkP0`SG
zb%oOu1hl?cgF6gQwh3z;=799FR0X20Pj&E6*z(S{$eU?l%;F>_C+*ce$Fwz+I{R%t
zbxaFdrGG4W3+vpNuaEQ`6++(Bqqjk@^{-}ipIY+GL+_hnPkd^~ey5_nk3K)C<w^Z_
z@H0bWz(sCQF9XpiNdkE&)o#*DkO$zc#fPGKb1lB)s;AW{G<0!(>U|kKPu}7F&lO91
zU(VejA9r{c6N}U9Tba|q{gnxz>5LXZC(*AGiij@DNsfh)v2)p+Hov`e`tGj_DOdE*
z-Tk-jX59Rz#p@Xw0|JB5y#j4c{T8^j7`ZuB`^<W7hP}j;lhcdpPS!pStnSp$wwCIN
zW#wq;s&xj9bHh3_hsA>3W*TXIp6K&j65OCb9|r-o$(DoKWK4?6Ezn3XbOMjuZ1~Xd
zp?6)oU~g;CK7+XR;(6Pp4=yO2k`eZF`NQua&%bzsI<HbMK%G~m7Nffr`zl00Q3@LJ
zdGV#W4cv=Ad@Z6=!0zKp^)1W3$-Z}f|1mDaXT8JEFGX)Rzn0%0S0?TCeCOMi(w`hH
zt?Vsl*Uopcu$r+oxF+XT^NLSr&)m|R%-9&9w>-F*<Ed_9XHsB;!-^Z15dpj;K)Ge&
zLXNVSEy`<6%IEBNb~Rh6+Zdn~c#DbU&>?0gH;&a8?%(e(u*mt_J+W0)xh1mW=%QpN
zMy7>H=AfQ2s2P09AZUeyhKc3hKQ9F{wY0S_UcPMn>Aj}>j73VbuS|2$nA+i>F|nij
zRK#~hH;(?tXU*@s#Ky`#J3D*&)(L*D9Ovh9C9SZZRQg-Z@AKjKSLYzZ2}}!<?ju=n
z!a-tvx2*p4nI-B1QQy7XIJotlW}K7$Q)hp~=Fq-<cCYy+FI5e8d)j2l+G73xsfyno
zQ-%D1pib%c^V)V<E{(i>G2x9Cs9PY7nn0FrN6#(F%NsYWxx~Evx@ztX2Y;4{1w1TH
zD?=*7K>?Qv2{?xpMm+)?p;wdzZhb8B1<l8OUMsWiD&PF6Td#vgx6deEQEvGxwK^d5
z@zj$Y=HE&d|8}}zBw%K4p8WaQ*@&%KqSw|$E{<Kld9$#zS<Zo5TeB}-xWKU2rzm+_
z{{6nl&1soWTiz~m?cSo)+}wO)Qz~~>cDDPgDfc+Imw-meO1MDX*_Z6R;gV0a7H>+-
zUbDtX>b~Ey9=^l{>RqYjA&G}fes)h^)BhDVV4C*#yq6`Yisyq3n1WlLxpq7G8r&Q-
zPC=WX3zY)R<Ty$ta&mHxbct%G<Q@1d2}+Q=*g?}OUz$NPJyUq2S)B5G^g;Onl;}nO
zPrNC_k;-Mc-SBUQ3rBQxbYOfu|Hpd4m%)sOa&K?TEEQyXYNx90s4zuS#d5yB!;9jr
zi?3X7ez)*t!|C-E*Wb^&{zgeah-0SFs!y#+r&fT*ur1p!>{<s(S*7nMMhkH~m9n&L
zzi@I&AY;?^yJfdMX1)0F@o{jF+gTS5|2Y<hOjC<oBb}BpGzKgSn8&<OyGm|q?Dm7w
zzg~ZsyF=?j_)mTbu9~=y=k8Y~2yuW$w^!B7#N8pBrMdW+tx}NN*Aol=eXp=Ev2G7I
zBY$UawYf`6z>N<9pj5EpVMM>cv~P97OaI>Y-En%xY9?7>K8AN(M|ZPJD6%we=yh1}
z$yEt$sKrykWOepJcaF!wuKD}_mi>96Ztocp;wGjj;-C@aI(ycv4W+NcLc+smPo4Jk
z5;&53H}bVioojwryvFLO-tMe_+=B0`Mc>bJ&|oR~HQoK3;u9ICo8r?!bz8tQW!ON=
z<a1_1-48zOJZxcJ!Kb&wU}+7PRF>41{kLl^{?18j36N71QSA|%dC}f@^NOAhfo<Ej
zOY1o#Z}%6C`pe>UR8ID_L&U{Wb+5KrLGLydAJXoqdIhr5LxE*ckAPNfzl37QB>lC9
z&k+^OOWprPfAlR%-UT={wg!to+8cbOe$KS5(;YI_T*%PX65ju`CBpOzXruqj`8OF9
zx6heSx$oy^7N^fqlG9{fJG|hwYdv)?TIiPCw|)F~O?QjF|1+0e?YV%FlZQgcFFiqy
zsZW#zrcG6p>dmSyeEJGBRZ{%ayUKQB1ke78x8fYGPMo3r`m+80XMcyR)1MwB-&l~t
zv@l~T!vS{r8Usd-qj9Y#-FMY;d|j*Y>eVX=&5$2zf*hhpgqJ1Da=1#@9<)~yxWl>r
zH4|HGc*2G++#NfMCg-2EZ1IsyZ3)N~P!w48a{9Shg75+T<2N>$-{_8)|519%bN=o2
z^RfSS#>DqIWCR7;Iz`xT=Xo0X>2F~FzKiXR^E#gPzVtQgKI-Pk$h2_Li=PZFkHq%I
z>3ey5Z$0Z!TnQ=Kw&sg82Kd^8Dvoaz7e2%lyqxzjZ2iqEVQrfo`JYW?4}90F8uGYo
z_ruRW4NOd?1pU4J*RG`HPJ~q<!{*b6!}RATJ^%iD>-T1GAARP!MbEC!zG!-5YC+Yn
z9WNt3%~RbLKU>f#xwBN^%r@q{J=IdLo=r*1KK3a&0#trK7XZzET;`Y3(>m;$nsQi7
zeCoqRMn>`{OXdk4N-X7Q(TbarRlVuC%Dmd&kt~ZH-=?hGE+RksvtbB((d3O&R&MpP
zU;a5YaOU%}d532Tue5hKQT4Cc-0#SeU3cDQ>h6|1e;ZsQg9bQ26LyUg95kf2ftm?3
z`vo|jatU%gl}ZhEiVk`9M)63D;f^G|j-#$SSM+Rb^2@cJ==*<TP9k`KBpzH~pQz;s
zZ4+G9vuefkd((<J*1`sXj^CKneJW+SMx%lC-iWAJP*}I27t%$^Rn>poubkpYe7EK4
zBBPs`o(gCD^rwY^Gc#!V1~hoNibomJ(PnX~{?qO-qdIoyik?be&X#9elTO|N<;W`&
z!9xy0AcuhF+CT-A?LTLQGke$N+U8dLyYcx2|JUrP;XhYz5p_GxdhF@HBu`VTzjMw_
zcTM$^k#?w$SIPdn{Je&1=1z5tw#LInMlm67W;um{l6qRopu*L%y&yt%S<kA9i5u6>
z@V0m&bxCaM$K7+HmtF!@F$@pw>p$ztSk3rbmJ+|Ko=<Pz7NhTchosznK|$~Z<Tj*P
zF3uJsc}0O!qDlg%Og9A`>RYjGjVvhkcsaC>S3dl@E7fSxa_g1?4K}8QA*=R)gWU*P
z$6$-LNKHqDDXX7dk#Vwhs<_Ioo^WW1Q0C!(pO$~#QJ}Yir3G4RmA$=XTC_KGby(ur
zS*FVW-@SQr<kr^g!0_<)(%07%1vnCJZ_B;0F}Xcadb)o6x~aGKR-2pU-<uPV_WRr0
zh%Fg`$Eve4GcT^I|Mewv?VTo8Zb%V%d%yd#kdk&T0S?htHSl_qInFDLdJ6c!)1RQG
zQ0z=2t2MHX7eM_76@gQwx*-Zz9Q_%hY#8jmTyT!ql)@<`C1q0h?cLq(Wy{pQeEE`*
zu%dpQw)%qrnUAF$(jO~rPH<kRel|0`;J9pgib(8@c@~9C+F@%hoa(H)b^Eq^Ldd=3
zpYcr&D{i!-CpGNtfu%iGqKY|rdB^72Rxeqg+VEyp_PT@I`g<CF{rV*saGIsXZNiG_
z*BwI`mdNRfY}irw*zK*qQGwLKrDu+R`fJk|u#r90L1M)`-u#yaCP(Gt){8$Zuz31;
z;k(BiU+2Q6r@GcwUyq4dzhz6v@2#rS-OuVVEriWeeUnYY-W-3iMYw&k=HjYV8Oh1X
zTn~=kU)`{sU9N&5{_m^s!Y3yLb%Rzc?@eQJVw|lMYZBYF!s7m|TUJ7$KL5&Vq|Y?1
z7Os7A#gwC^%j<N*g{-eEhu%yr{yx{`>*DE(VRpQ-+uxkt$J8wb8VJ<g)t7dR0~|jy
zjk03HK}icX8qX!k5xy>FW})Bwj&q$S7IZw5bp6&+^>R_8mB=fu<L6mL1RW>(?aI8Y
zmg~1@#_^0R(|jg6SDt^G&k1TEo@|&P=p^p6Fre#HBl5)B!W-O&pRqWZN-jSC*5%6+
z!5z!ax31Ruc-?dQY1aMs`9E^U6P_qcJ(ZEwKciFNRq7+hvmF17mbSkNzxG<_znGv~
z;R^wchUoUgKU$N&98G00IVHAe;?J0UbJYd3zRlp_SS>wm@tU+aEdf@hHvQ|i>hqn?
zznnh9C~ILnM~j$Cx3QvtllN+|;|C5j%$gAyA<VH^K)ZWUk3gDYSWqBJ&=@*tyo;LF
zHFM9c<?BK|t(u?K5O727JnNOqE=Tvc6u#&_(Xn6Ln5XNvy1=RZ(?OH$mhBf_#>;_w
zyQzo8o(mN5Va#ra%qZqK8hbiS^6vKh_*09F-7*)yT-27NIP1rWxFXBI>utQ!0=;e@
zr>?I_O);FA<SX3!-Gyo4pK4EqGYc5Rr!sQ1_(+CIx<O}im0PZrstO2ktgY_9Gs!{Y
z`icPMmPh9<zjdy-9$TKNIoGZGoJw=-u3Yu7^>K3*@;?1*d$i=@G@+Bl{9nD!yh+q}
zfA)_Cs0XSJ8bk#R_J_6!LdsU?q)GL@sfV}TdboMhH&98s-LhqRTv+R=!cV;~`QN>E
z@ehy4Os<NI|M=$xxP+byT0!&6@i2Iju1y!~EL4$QYRJ7sM}%OdX0-7%`NN>n#JU|^
zz8g8MFzPXITCqq@8EMc}Qqg4f>R`>q{eR!EL`DBPYnHv_&iy-PvX|5O^bZ|dYyfH|
ze^Ul`#Z^Ef|A@N8{fbuHsmr#H*T!vKxt1rrS?-KB|Drq6-Ybs1Ej#@Db7Dq@#?oKg
zf7ia?*txOf5kuPa_O)?#NBwftpM0&lc>VhH%~q+RHy>`^lnn|1_~f+!hv;w6xI+mR
z-x@nvtl?`6INE*bwh(BTT~u+(_7>GHS5T$z4;oqq<;l=CK{t-jE6FVv`le?yDP9mP
zeCU*5qsAZSuvER=?i6VD#_+K(i<7a|Mjt)UY|JW8@N5hxsEZ38`&Mi;`2KJ6uB}Y_
zU&+K325xvDuFm^NI(YN^^wcZh+N0;V5XadSM~rrcG&rnSp@tDShwl73FC1%kr%tEz
z>yf*gcYoYx^mS)7sOpmJFXiI6pZDJFe8LHz$wH^jtXk{jdSE*0tPH64F*UKpVa1|(
zpB;YOurEzmVc)jN%lv`go_(jEHvQ0->Rx7&v%$P8gC(Nwxy2Qqv$1?ijRxEQeSZ5b
zsAjos>DMFqaaa2F{bWM+Nr1*#j&;sqI#gZ%OMFk&mpwDpRHytrm;3(sQ{(pg|0_h=
zKyy2FDgvu`Ip$v9+mmsV=V+XSSvhKf=Q%e`OH)Ll$7Z+i#$b1W&(jY+^{h%PWz3r{
zeKF%zw_cO8g9XR=sooD~ZNAWxqMRD{>&tS(E7#gqZokKs9~#=UHlomfO`SLoTktEJ
z&$sVqm3^-N;T)nLH|MIUv8bM|Y@MKtgv5!+xtqE;T8vuP%&q_R+BxIrdV^_o$_;J&
z&-o6NC~Uc=#k4T=?yA+RFW$YIYr__~_R4{G?$4Qa{11sdHIw~y^~ag7u58q}?F~u@
zX*I_(6=dS$nC6?m6xVBREBnGG*yZA=U~;+pXK0(liW~8u*pPL2VSSzJ{ZHYxdoTAE
z2tBF+FRC+Yd+AZC+q8A_rcdu)6k7}0R;p;v{&8rY_Vfd$&rhv+!`Z^nXrMjaF!qL?
zf=#szPcy@UYwN_zzAfBu-ISfT#vyX*$J0|g_^P~Pmc4fln;_^k)9L11d%2RwtISs$
zifmUt;*!s!fA+P@QtQIm9dEMa^gtc$Ss$gBH-1Q-es$rtsD0}n$bXybQ2o3?RpHLI
zT<NkmHxes;pPsINd{^mf0}G3et=ZR;{{Q<MwNo>AnZpfJ6O#;38^p&VKSV9o@~>2*
z!vP<0kyuHlg-O%Jtp(C1t$(&M(qV<Lth{B@jP+50nL8^LT{*nt>&2F~$4|LmGE2z$
zEBA%+pPSaa`O2|y^)|V6o4Qz{CvvHOJ8sl<&Gr0NMqAk)fwZOHcDHi2h_z0hag()W
zrrz({^)KDN|1`+kQ7yAd?TMb&%$KuR4&C{E{&ln5pC^0d)sq;{eB*h<EzA}epEN->
z@!=&<kV|gYbW!NppU+tNC}MNk*%QaD-mHz;DFkYS*xlb<t{=8OuJ`Tj?a3Dxxhgwo
zyg9PJ_Y}v9JDXCurKF|ZUkN^yt9qfR6S*mcMepnvXTzzA0$Sh98V&X~usFRwx0E??
z$ri4QmyU#Z1+G5-+*M=Bt^<wLEBNQ_<BMQ)vUPef%T9dVs#zimBGMAwjb=YPwiWU%
z{5lV`8ezB3HWsJXr;2WOCcfRlzpzxk=$AWBr1#qsPfnJct+_cPZocyimzDswma}Ki
z-q@VpFQ(bk|LAD_I(LD`jREaWj5DLR=efGOvzz7JS@HLxa<|d{2bB#DD_*dI{4C2a
zCClL~yiD0<p`L4s;q|i_^JXu9&Es{eUw}imZoOr@LDS;?FN?of*-tZDxwKimyb-)K
zt$L9zNcU02D^q652Ik&ueOuut%(2#9d6II=%SBaAkEcx&<NacmduxfOUXa)1#(;jk
zuJh?<XDyw&a`kHOM(>&PMLt(DElhe3$`EBX85}JP;!`);S;+p(w2zCq-T86)PlMdb
zS2di1Z$)43-x%>|&Wd}<pi_65eI$94;dAcO?$#vDeCMaDC48UHy6#BAsTH>NNhkgs
z?|W|2Xz(4h%HeBBKx{l?OVyG5KR-UUIjmq_nwM{Kz2NV!ubi4ojOJ@@`wZ%WgI1!w
zt+)W{A8I)ZHwq-2T2acM1X|qv`kwOkl$L;Xfg8^%o=I&nkkn|sb+TCSsck@wDrnTw
z4_rQ5wg;q2JX~Z1T5f|rw6!>i*=eE2x@Q7iIZaQLg$qtqFShUk)g&{)H6K#X2BY@9
z^>NO*5??*7$vfTO#H5BSnPK<ogmP5Y%6%5THMcayXBobeW?GmdGI0*n{owg>EoWiS
z*y*ZA_MjMo&6c-??<jpF;k~-2>$mT`-|4CHPPS4zvahcb<edDv(CK!~ZnnmNjmJS9
zMNq#ObwCxo6mF8B)8<`Pye-}Lj5$rG)@6Q<vnmpk-RnHfY}xd%b4-g@fd+!>z}-gB
znjz@)KXf2?bq{PHSoZu&pX+C~PYIk^ck=oE;@iIqfBL*$-IG>rJ8gSBs26n%<Z4;y
zVz1PUOTlh?pXyDyvLkqvP;`~c;)_$xD?1zV%<WwCZI_Tv?yMD;T129)<JK9QPUt=r
z@!k&9q=5~=D=$}Sx&8mM!ab|Is-R&>{kj^vH2;;S(8oI6K%Gl#<(9D9M|)qc)jVDc
z>Y|@1-odXZK6T>H4vY690<$u?Pm8pJYa>YahXu0SeoalkxbS){&&+w}pF3NKxbbvK
zU*_N9UhwOsq8o>9nFgpMS1b!!2=q*u#mV?Yw*E8NS^%z%KI=eLJb0}cXx>8WaK~H+
zi+@J)%XImdn4EwAU0H%hNz9w&5Og(sk3iJxK&Hfp42kYXTDcoP&akOqoGO?7FChiA
zYIxR1H8<Q9|E1eSd<#osyKDI#zPiTsXH~JqCcTIc-ILiq_OASUjkR|(s2O<HLa6aV
zkC)D5Z_t2z7RXJY$T(%-q_Ab(y@#=hCG)*vW!$g)_-33~BHO+2;bFOu^FFZ=?o(z~
z&gD1V9D7ZALdr>w#DDG_^Iv>=_$_&=rrpNsGV^=kVqxDzL5=JlVN2E)_VbLf&1q3n
zBA#9HJYextPxNNEPj_H&gTo39Tjb`->sPiPmom<&J1W6(_R6n=zyIv`QMG>NqGhK9
zI6ljB?7th=^?u9rWnaFV>%TfKt{zoU?6<1Z!9&5sc!mXQ%lvAdiia&T#Z;$N{!n``
zYuB5%8HQz`;Qq#oYR5~52;<Yele(@{*~sxLP4qa`x$bcwPYeS`%duPH#iw5MpJOff
zzjBjEqTHJIN7Gj|Uz__?)*I><-WK804EsBGZhHQ!aUq8Tqy}H6&{$AVAP~JR=is{7
z-COQO?5_iDEtt419klHLbnE1t=~MgHcffOhEz`o%uXWqY1akG=4XS5~PYo6hwvW{l
z_ww=rjXxDNUVE-&QE$<e{r+q6JKi1vHSUlz4iz>pj)mrjC2QpEUD|n1B5v08POtJu
zN<LvW(?MbI*xZl#q3?8t%f30<KW;casOT?M0QH4ISHP)6Y)D|-mUp-7)vGMyO&fZ8
zK?^^)4hSEgWtx5A=FLvfet`P;Eg6AbQ<&uBYd$#MDZ8CJ%X!<DEg7lixwldx>~=DN
z^Z5$CmayYHe%k+0TqUl*Eo)v<c$C!~Ei(gy383b)AV(_KQhR@eEzh6sn$Z|gaT{CR
zYinwGuNhQGtjQ7C_}Fsp%UQ?!<&V$K-`BZom(`is=Kk0AO!?f((^CEI&B0xzuLU?*
z6c{$HT-g~gV{7}9dkY>k1TZ{k<CQky$jQjKAkxk5GP9+sWaGw-hRGp;>p@+MEsq_8
zfBo95Vf#nP2~^7|ng+%<bPH~&*mZ8flD`~nuf!L;|CDM}?r$Mqo2R}=z5jq|tzJy1
zDd%&SEv`AC3j5?wx^L-qm@)N&XDesRwX4bkw>}rezH!j7nRMGP;(y$-&2PBBJzP3j
zf8pNsvUxiU*Jeqr+w;Qf$KG%2{gRFs&vKZtx1WQdhyBo#@^3$SK;tr*j8cF1);v8m
zHEMwyOP)(eAWNQ$g8P-5w{ESPD(YS%QuOoFQ_c^X>vZSs-2dz9`UThL|BV${=6aBE
zVZjvW5*DAb13s~u-5P4QL3y;yCZmg$!?;%b``tS0s<?XD>F;kec6sZUrm&>780`P1
zs3LHSxrN=oEcx>}<_|k#CBol%|9rRe&bx=UI+MR`>~U%A+ozxw`s?H0+w0G~EDziB
zqqMwSS?a9s620KZJKnnZ?ao`W3AW=#Yd&Ph&8d0Z$F639Jy^S4b$|cy{hQz4-k#4Q
z=6W{iRd{ahTDB@Ck=L(ZZ*}P9tGT^B|2l)=&zPDchLdBzt<}%zZels~BcAU|Jolse
zi6^cseYvQ!-|kmN*G=8+cbfL?vpf9i-jBaobE>n|v(jpXo(k)EYA7$#jax6iFhJwz
zw%0#4zsRc=G+y_w+9y9|w(<Mo-FI)*NG;~@Kc_b-B=G0^R}BH`zw8QSG$iw{r@Fl=
z{W{O#=J{ugqNOi>@4vU<Z`ChWms`y@o>))U*HZocpL?HqoI}bb9v3w~|DEC&r$3r?
zvVHewlRdfZf_Xb+oV(YZ_iA34Uf22I<MszL3pwvRR-5td=82Wt1#Qc@{vDNXE{{tN
zyM89*$I|n4Vt3j37kzx#9%xx#ckb2MkcsEb|9r~+a(ByWMx{?$Vs@PESEp~ee!Bv+
zyycMX^MK+?&SmvRrHwp=^B+~6l)n63hWGK?_G-hY&Wt+sNm+jRJNN9dd0UbB)yew(
zyJIW&CZ750!l|Y2btg*cvPJb5f5kb~+D-iRYh|XdI}uy*Xyg02uHSze*ljKoI_7)k
z?wun(zdANLd`Z@;E&Kn`ujcRc|G8VE4R&fZ$lv{0clw)K+oR)BAOCoLyE!M0<-lWE
zxtezc3QKP-*Oxr-h^thhcFWcFZ;s-6Yr7U4nr)#T_+w23$H@#Gi#x9mwl3g4y{xUU
zaA}qG7ip3AN{{{?cu_gYJJ)sp-yiGk-FP~`$HYeU&eq>=Ieog(n$vyHOP0CG+g6FN
z^T{0Oku+9#b~3fP<Kv}H=lIksCoNk(zJL5^?(V&NWkF+L9}h6|E7)1*zrVLv>P=_)
zFJ<?>jFn3l-RZCUqI_nKrEvQBc}HW*?=GFY|Le7A!_rqFyh@W_3zR9jmVSSCm-C{h
z`j@lIvqe+{qIv~h^{sqvcD($__Wgg~PO01be&6p)OxF&ozdLl(*>{G;@2V;OKD~KM
zqW`Yj{MG-3)z@&7ng?}P^#2u|tMTOd@o3i0n#>8NdLMp-@N%%{TRfEz_*H)9Vnac}
z)#y#np1#>rp(xD%A%<yT`Tffu_WiS2G&x<#YNg%MwT~3@zFd0n%7XX&O6QI}&$(Kp
z?5AF}<+J(9;k35>!CXuEd9Pd)L`0W<zWL##a>pFo&I6(H?kAV-{Jr%1dh`2h7$1iA
z+car$^Iut$_iyeYr|`ljLg!N63KXa{7)<~7`Pu%`$2)hQU+|2}J}qYcucV3V^sA!|
zS^SZ|JLA{GpqfwLFQ@pPf3>GV@$^^zp#A@n)cy8}9NOd07GSDdy8d9v_nV)NE1Z+#
zN`AS^>&$+`uTSk)OLuGkdBMEgRAJB0df!4Gj@I*C({mSJ4Ox57{eFN%{`{AQCibO?
z4F5mPU;lW~$J8CwGe6$Z*nhpbd-<%0g-YFQUGjb`TW;{S{C{sKUw2{Jt~-yO{Sw$$
z75J)aYvi4#urK27widPwIuhcpu0bC{85UNANq>DBZJReop2^Now`*tUtM1z`-iqB9
zEcD%dpVwvo-}&PI`V|H0zMVRsrk#B4>Dvmw^sJVSn!Vp{WlQadDZ7~(xjnpRx}VHq
z#+HxWr(S5zeH6!f=4Ix>NB2LjTqr9mEA^xH=jr%kkNfTWX6NsdwEuCCzu@`Y@<;Li
zzs8#eh|D^wud(v=^7v+l88;Vm@o}s@r+9{?d8SIrsf?=9ta-DRGA15(?^AfTxt>+C
z{Jv+1eU)U=)5{kMPur;<3wkS6wq%h(stBluAZ`cQ^eOyU|8wH4PglgdOZ2brJwC%I
zE4Fk&z&FJ+OAb!_7Psd2)$AFe(Ve>WlWU(GUbW9}Y0tf~HB9?oYk6iqixp=7*f0Jy
zI`>~ktf9Wv;VFTi-v#S*pL)?HvG%^8yrRek^@ae3Z70M8RxYk`o4?|4#=68!w{H5#
z8{ZFZ4c_#iA)v%}S*Y7r%ce)+9JShAIbw4?-&KKY=ZxCGnLf^%jTe43w>fYW+~$1!
zFZhf@#qo_rCgr~xkHq?Xuvh0zIvv8auq*s!_o*#kw;g2We|7At=$%DI=WRaw+{*a7
z^?KZD*Ntanj<U5lP5vS3{xxI1U3)<NcJV;FkLUERaR?sRQT6pz%i5=t!gWO#>@0rn
zcc<cUuaD$Zi#SK7#AUS{lN$s6fB*OQxA2m#_?aDoPR57Bvn1U(*1l9*16n6~Vb^yC
zPz$r`zlgEGzq_49fBrPda|YjyIdK2_x5uluu3W8?zPi}Zo#S@Ztq*@TKEEh0#r9gO
zUUb@?bk1X}$5O$m<Hy5mD+E~%orzWMz9hNUXw`KMhJg9}8VwgUlmpmL|JV{zn_qZy
z>*lgmOvV}>3MHHR!8Z4?gW7>BjQRvQI9s$pA@gHvaO#aZvk!SK0Y2A@8NXlSd$2F+
z>tD}qNsig^`EJ(}!kemn<;`Q8op$qE&%3<ItY6+fu31d`bKKlMfjD#K8FP01i#VnG
z@1sP)w)?-1eK9&)QTGKjLYd{SAXBTLQ~P!Ihj}$@>oNrHZPw4^<+>WT_-}p2!MhyS
z>YX-DH=cd_;{wpK=g>Kzjm04!=O?ipQr}gx<8MT27t8MS^2fEQue2G(wFTOg6#pdM
z*AEh#s;RGe-1l?-rqi+RueLt6)XgrjV_f(qZqj-C8sP%pS7Ik`h8_Nt>;W2qOc&sA
zm*+VBe}~k+?e(cQCj471f8fC$eT{EMjThGSzMMSut$mHe^Lceqzjy3i$$7B&c|i5!
zUX7V1oJ&hfXM8#7f9uxtJM9y?Ppz<!5T6<tsK0q_aQCT>usfw|nD*DDCrWNCd;6-h
z`NpJX)>N0fN4Z**ywn;DM11e$W!Jo{sL6^e(@u*1XvDN|W7hp2!W;hkeCw+F>wKWe
z^XBb~Nw6g%4_`1ZT>e?$PILO!wvIhT8&kILYbjfjCAKIvSfqNU!wV6CdB4y9KQjCK
z{d|pzuaAy`wjkcRH65IQnguyRuSiQfSctIN6|9ibJy^coFfv5y*!%SI!;`mM=$X1(
zH%vh!>hIGZ@dYpLEM&PU<`>)X-LG=JsOIKPiUMh>;@sj3LESq)b%8!Rfn(bpa-L~@
zn;<PE74#<Z^D|Hr%QV%*&Pn6jF`?=;FQwItoigsJ&onwUCGhjTNwFuL?w36hm#zEr
z_T!bk*7Y|pG%uand2#KVDbjkeXB;FtT?>BPNt`2X!!8~(Bgl@G*Od3x{kL{+D*R60
zn!~TTcvJO*pO3(cguuK0Wcg<$u^y_(7n0uA-I4F#|B>xxSA48<F{p1F@=@E3BlODY
zoYx_zUYPq$e>ngAl04oGbzb(@{GMqo-udF;rcFjJivv4EAI`M`Ti~ZKMf1q#WKU2s
z$OnyZK!#fyFZ_CNghNre<=S5L&8o^RS*OH`TLQxS95lWwE)SEOiavN<ZMIBZAWD7?
zXo%qTz2G|zCoEgaD$niy3R)^+&Dyg58<VV<*!jJSm{xo{^}bp4lRL=5cu@8N#n35(
zpuoU|XD45I?zQU5QgFL<=LhA*R$R7D8t*J6nEzb}Zn`{=>rBVD2Zu!!D~e6d_6j;R
zIB5JYvtn(L|C#^brC(+BByXEq)(uOns;#4XAdAK(%W+(PaA;y$1+!_vZ?E8WkIHrm
z_PPe!_4AY}3cYc?`{=hp>BIY4+up?%Z?tHiA^-GA&6-)u(-;@}mDD`pNU}?J<I~eB
zW>bCZZV<Acp?13d=~MNKkfyIzsU5twGSuy{{wa>cu)EU(W<XZ>9hFt=*<bxJXx=-?
z{7}$b`GubM7Q8K6?G!$|JG3iv_6<2Ew#5vM7ku=eg@cAV>ra9w>zuMrfx_dOP5O<l
z?o$PUlA`~?gGQ;_O0xnbnHJX8uDE`NV_{74^2UOzA_-})qP#SD|9VPaFiMf-*q(cP
z+0~tCXJ<{^6&)3|0X$#n?A-iq=MSGLmbJgWc<h9ZP2PYERnEPz?d$97$w#|HixMN1
z)-tg;xjy$`Z)ujzS2U?Ox8d96^>!WSlKmHb+gqMgbND#V=^xs!1A`2GH<rGiW$ZM=
zSTk5F2{eNlx~E%n@wKbJ@7{9UvRCHdo7A`vKi@Mig#+JCnj~~sHzR6(_k%wVHP-FD
z-oMlQNuCl<<AtjDQ#zb2h(!~+KEJ$_H{5@JecSh!uU}6tbv$=YnB!@Xn6bdC1Iw8g
z1gze?S=j#XOaH>_vE>gBG%^b$>@0m9)=}u#e%yDqS>}Nghi5UdIA!nZjfnJAxBT_y
z{^K_X=O-WAdjH6ipW8LJ9hhU;cwvrTn3o_2XG_>0x9y4oQQ`d#FKT|p8lF+SVmnE5
z@wNT4XX<da6vcLnaxC|o+oc=5ZNbKkhPg-l8Io-Ty54%Hm=zt3Y;suff|=#e7behP
z$@53sgzuCc+V!0Qyc<XB-{h0i99AsTc`jh}U%Bmtp>^Gksg+K4Z=6@?YZ-?HxwS4k
z`Ev0|D|P0Dfu~lk$*-^r1r29~!*d*q)6|8a@rjU+@=OmmF!c!BdhFT*nkc`<u`s}G
zNmJJs|A~BAB`W6?V>Tol^!T+RCUTm`a?mnQb5NdRQVezjFUE)p@7G*>&OKT}am%~)
zhb9R+J+GZ6c<76rb(m6%6-!x3Ns6eV$kU^bjOW;|Fw^7AW?HxiWpT#Z)$R%<|DMir
z$haHN*>d=np_9h<g-*Sog>s9xZZ%Dudhv(I1qTI%x%@Nc7|r^VzjK#P;u4TE^dZh@
z3`muL2JoNLri~YN?FV&2)AlY8Xf&vF4XAaTaqHGCL60+KQv(;Sj7V9wcdzX0YipYu
zyyR|bJ1Crq+swiZZl6F$2|-<I=u~Dg$5W|D&4U~ZW41c6Iu$-YS<Dc=HfpMXp-5`V
zZ-Ha$jkHd^PSE`4r!nQXxN^%ilT#U>fiIBlTF%^!7j{*F3L4nzHRy5)69K*13_c%E
z-ro9~slY0uHo5AjXhhN$k%X3jK+q0b(7wMANjHubBzHJyTtDH($+R%Wba`XIy+uca
z{NovQ4C7c#Zm)`{>jBMqzTrUif;6{7#gqN*AFdz&&6B?<Zyo>jyFr<M*?c3c{uZ6J
zY*DjPbrxJ_^y*K)#3E}@p=_fl|4s4Fsl*3Q<!;VhGVlLAnS?~wZ)IB~c7x_be}k6%
zZF%f?7(5Vp>cWv)j=8tnCpfHlwDMW*(RnF%@80cjTl}n7#M{Veg+_u@@$&j33Iew-
z_pjNy0o365rVbwBN@)p5mDp(PB(b7&anUyOrIm60;uAes437w%YqeVZ!bZUDZK-O+
zEt9~f+k$f5R_v7H7CiJrT31uE@yF%cw`T{xH41(9<+Q1COIGY@P(_hub7JL`K;zuR
znU4ZM>oU)?fOa@e0Ikcs!Pyda+f`x9GMUB;v+~l`NGN_;sQl#ErB3D<v2te0Gglhb
z?U#>RFJ4=FEc5&_t&^K3T((a#aGH_IzOf<@yh5}L5uk4v4)xV0&iV1TA#wArdpr*-
zJ}azxRu#B^(UlE8M}73A@=Wd0zs5-_ZdnzRX1zRqoup#OYj;rHX!6*xM_^W9XKK+(
zhQ@$EUlb#K-e%^?9r#>cl40<pvHjR;6I<<Qro^zKnR-47Cc0B!HreleaJ>0BQwC?1
z!Fl;()7AJNwG}#E{x*{fl)%ztPHHOH7z-RuIO5YSblOL+RPn*ddwpWb;h<U$Y0WHX
zs8kMAL=?ro5InT^Z(Plvg3zYmuJ8AzKPz3d&!yH;nrY!@J8i4Web2Y#JUP`K>Ly>O
z-IKhxv-o7{chz(Cd41x>S}|!|n|$VhQ<?^7tg#Qe?6k`{II7r<19e1jW%s*?tMiIE
z)@rG5FV5n7c+HqG$1Zl-r3Lan?+-se#(z>;OB1vNb5^0!a-|k4foau@{n7U}?Gq5_
z6y$j7^)w!|s$)K=?1WEIuU&ndW8r80>#cH%Dgsge?PhH)u{t|b@X#0A#mo<zIP*e&
zKe7FB>!-#pr!0pZxwp;U+}N1>Bq?~APveg@3l}n0e}8xM)z#G->;6`)iP)I5#HYB}
z7_`XfQ{}EtbLY;D*j=Xk?frfGAorrVpLXl669S!LgBVtCama|Z1^If{cZq1DRFmsn
z%dWXAOv!#z(sDslK_mgOeak`E$>DCNu(}C@Nd5nR-}m!R6x@(`S?%qArgvsJHx~T;
zZ#@5}50eJh1QGY@>T0LCRs!oHH?wt%>0ZiVRah6Z)97H_J>jFlphZQXh8Jj68hDX0
zsEAY%i26S7%e0t~V|=0a*G_iOxV~KgHn8iMoSYn`A?$GD%9R#YZm|VhwuES_D-<Op
zICOtIdYkJ+^@B!saF4V4{_lBgHA<&6`cf1`=66;_MMo<tOmtrbs*Klz)>Xo$(=%fC
zCNUm*5Fm2i_G+%il=IJ>b;O)4a`u?tZJ*ZLe0=imqw-v~sUaOc3S0ioHA(hVn6f&g
z!$IR+l*^a0_xEfkDa~5b!q@WsPBDMohh}+)KmVui|D&3>?`PWE`yU-NPVM_}h+FDG
zXBBAwt;1ywj;|R?jTdhG=V<x#KJ}OoA|DHItX=*6$aJ=XUsE-*(sl+0O^oV4{@77v
z(ynDy*FS2o=`qOfIp5#CUjBFYsV`q$KJ>?1=XtL9%710?k^H2s9Fw<-TL~DYURk27
zA)+jB>Zo>z!j**vb$ky$Jw5Gy$+lEML~|*V%>0^9o;6<<%OBm8dOB!PH`9l8JD*AE
zs)pR?tk1u@t5oG|hzrlxDHo?r6MOq!i8pl0^Mf3T=V}{Z<K=8(pz-oA91E{XeM+5r
zaif4@&9}3~8SkYW+~WoO<!zcjK2?pVdYR(;>-+h64ZCJtnQFQATlYlSaLKRmGAU1n
zciW=v_usc)f9)C{KVP)i+l<9&XHF|m%g6Hd?w?qea3*xKAKJFfjQ0b}k<OoOA73tG
z`tYUrm(Ae{29u}|&|0~cgFNewb1eK*eUf9LYj4)PS*$Hq7e7u^?)bS%_u8bnk(HG@
zr&*brEZJwX<EA!fmNTvP=n5H7Ep=2#@ywD5!TQ(lXW4aJ_bZV!d-{G_Y|rX+{|)yh
zs_B4|gmB)ZZ5^`bGb5`%Wy(7(7n^E$NvCe%OlEezjAD+*;&TPfPJZV98tOjzb@bM(
zsch5SG#79Br}gbKi<2vVLJM@t`6#&hD1Co2=OmaVdjFDg%b~D0+coMcy4~8%v-Fp6
zC<eQ&t#B_h^ZVN&cwdWYVWGU`&bKWMR)SY|f4vs%E>`c!w)Y3e!hKwsMgmex`@4)j
zW-fko|D)jHH#S==yoEVLe}h*4Y<cVm+P$I0=bL#J<owY4tJbW!Qn!)6)oE4e%x&db
zP8w22TvL6@yO%bB!+DlbmdMTS`|=lf1menWrry|5xcHlUd}xS<l)UI1(`>QEfOlz}
zsvIqmT+?FafFs^0H6&Fc@zjdauU)BAFZyux9y?vSka^*{?G>8aKlPly5|46-mQ&#N
z+q@gI)?A#@zWw)1qpaE`44`WF)?|Op#qU>^EZ*Z%=6>LIY~YvHt7gll$G57wIfEK&
zufpWS+~@zTo@4u?_{@%PvuD`+H#;ge!&rRsv7__!Y;A3y@e~DgX)eCzngW>{o_uqX
zppzR%Xl=JcMyw;#!q3&|UH6m(q<*iNXEbZAJESl#+CJBJ+x7IHcR))#uS{_`!Ld*l
zau!NqhF3Od0(sT1u!T&ZS-qR=$D~gwo4vEBzR4Q;(m_E*090rPxy`qdJoxh85s$4i
zztwIz*L*98X`$rWPfK|k12!&)w91ehhl@WK`6_IAx0&V8#gCEJ^DZ0dpJ<;Fc+>Vn
z%|~#Rk_{?c``CNs6t}#Z2U}io26@#UsN3_j$nj0Ms@NnCyG6Myht{<CY56E@Str+6
zP!hL}Ta@FmZJ~3tWL<$-LvQf!jcGxzcBEg;=4@H~cypP}@>Dwqti4Vj$xxYDmu4A*
z_I0n?=c=$}odS3bQ1u)yNz=<>(=_=&Gmn3L6jTImakebvyev2`V7k(#2!)J<1cj%?
z{?{d^Y>{VFZn?JahEsT<L}vC{x1FNOEk(VTrY5w29QKy!(EkeMhX48gk=OV>K76TI
z^ZxM8Sc6`{Lu+;)+;T8uO;7gm;;6F2Jp!jh9{t=1YS(Tw2Zf-uoJmYbo1oLtg`I*<
z)4gvy+|A(pk23LgZ;q$#I`w~FzI}VP#xK%!F=!LYl&@aDK3BC|$l~=@=SwK7ys@gX
zYwip#g)qhUuV0@AEg5n<oc^}L@ANxk`GyaF4k)rH-`y1LX=%T(M9<4+D(VKA3(zqs
z3lmUXT((o-4bveX-m;?Ps*8NPm0QBB)#DpCWN+YRUifg$GzW!-43n+|gB5>wUyASi
zG^uFyq#2twKep7}U0}!XP&mI<aCz0Y6M3pn|9ma3Yw6aK-n?z`!5g8VcAI%xqk+(y
zV=rs}uZms!`NrfI_S@wjFVlDY`Q-G&Z)^r%yLO94Pr7$U{Esrz!MPuH=_On!Wo7f;
z-!NnKt!=MgiWbW|y%qu$XyAc^=b+_|tMUao)@n!a6m$G`{#)_w#b!>WuRLEJYVt}#
zri3hEc(}>(rf!$oYeA-k8=b5K*!Gxy*!9%<GJlJnf)IBTWRJGLLdYBA%?=W8Y&*m2
z>$X0;YNI-J$0u%fk?5qHchLO`er<c-JC~o$i(V%lui1EE*AYm2Ur~UI^~k9mK9XCH
zcXPB{E7fIF5czPuWW&i_9t?T$6}u<ZZZd2%FcvsBv%pr%dzq(c{p&yZ7lmz>vb5aZ
zmU|d<yzx5I)KelI=a<2IhJv6)Kj*e@*^==1SnsX*pu^%eKYNz8W!tu-v$IUw-oAw_
ztKL}uzwYqo*Vos}uZ*uc><U_PcjIPSqk)~1hMs1S+85P7Z+is7O73<}T6m>#Cv0zr
z-Db<i3%g`1zS+ap0_=hLM2O?<r+E*nI9slL)m2mYva@!@dcWH9AFB3rD7Ja1Oj3F>
zk=uRCd5)IOX#2?TJI+k20yl{apiLsbYJRcf_x4s7K03n5dudXl|DWp5&(7Z1R|`51
zWyxN1b?4+|)>j?|99X>J`NTL-iB~>@_0W&g9r5dq)^zms@f}@#`t0%89|ATHuf%&+
zt&(?L@kIF(mxz}D$J%ap$oWB_vP18^qQEMxXdj1&N16v!C+m4mJoEgsqFA@0j9;wG
z^Q)KF3vn=7Y<=4@*&&1N8H<dWscA36V`qL_mW>=2Z*ETC+OdFP53jUYhM<F>VNbu=
ztBG#5lQd*H9Wv^UC<)BEerm&$2=+sl?&UAq@_%<{Zh7c~LoLh=yPZD1GoCHXvG%k#
zx=XwjWaMshwoLlIeAb~J0j`GId#ksz6@7fLY_%YNO;X@I(DG{S@O4Mz|9xQRWx9Rq
z7HCm>&aEw;#y7WSi`)Iac|NONymZ_4?dmS_oGs7Xb(j`buKgs$;mtNX;9~9b-MRgY
zg71Awd~d9-cwSTt+T2;93Mw>S-vd>9x1QRvIEAKyDn4Vo5YXXf`zC`AH>+WJ^hIM)
zgTumu#^-IC&)5I^EX8uK>h;<i+w<dZ{cKj+rSVEE)m3bs1xHKTp4=TgjTiQWRdTk>
zab9ubpxT+YGuD9WhFJx+-mW`NX@pB|ePU7QHpdxM(I_@v==m;UByjBhe!iTfy7~J&
zdhGf)?5nHzw{k|bhQoX4Qg?=rJNLclX*h6ob$EZs&V++ZObaF1jWwJVwrI@BGrI;p
zCTL@`?+js%=mzfP4|f)E#uTqJSvX^-lG0iaAFKB-UmB)QXbxJsbZL|>GxOo!sg{Ky
zAt4#R3tv_j-7GzOTzu=|?-{R@_#Rcs|3B>Fvm<EVlO0~Sk8t-*{b+RAv>tg$LoBE3
z&QmMA@>92g)<=PcxJ@40g7(&SKWR<-QrWU~>((6)+oZQ#3HmtGLt3=GL*&)`&Yvw+
zzciIw(rmPAC7Bk^s+$&9FefJDSO#C>nb1bQbBZBvewKq99HQw;;2|H5+=HwePj26r
zwYAjrY_t%^+3cw?lfdgCY+E^6l6o!$+kgGp?8bfeMWFM-$@BhcZksP4c%)NUy{~2(
zPXm+A(IyigNz=!PD?umElt^#f^r?G$u)~Y4vIEk8j8FaA&+7l<Yxymi0}eN1IeytU
zcf2<`y8C?2Im?!7Pr<v1K`XM0?(8UxdJ@{u63njL@=e26VT=29-rUq52X8W%`Mo_p
z%d^>XHwU=Zo5>}}@ik+?4L7BK9{0op+Fb(O?$2}j@8iPz^-9oR<Bc17EY|J&mGyR~
zn}W&XL>8xPt<()tryX8!+jX8g7tI?j|1Gxl-N*f>cglSf72;TXdNp*7;i@TJHFo+=
z3$Li|zUy53;Y(@4iaN$$dhydjnHM3AZE6*^8h=!7yZ_$2$I0ckgyI>m7fTNLxpF+#
z_g3gZ4Cz&b?$STFZOIarNB;Tw`R86u33XAJqM7p62GrF*<aK|>yxV>~*TqZ)wO6H8
zTky7&hK4U*lhU+h=5g!)J&hkKm-fC~DxTOF7}y}_<a+bCkwDeq>cDH(dra1czj2j#
z>vZII+>tw>9MyV`^-s5pzK0Z!d#nVa);2n1`0jL?=j@?S6W)03IY-O2eTs*}S|=I(
zy0$?2ZQ}NYBG!5=A6}mms!2Q~kSAlF5|LKrDPrukse6;L(+Q4+GvCj<?2xg{_hah1
z`Ja_zLT=7jD|xy<5!A$(Ydo#d;34aV&ukS<^={vP+*f+DJL==QvonP`&b~|uIaR(+
z^xkK69_<ft7Mz84Hvg1b)Xo~{2(Mh{x}hvAj5nc0KtUkwsZpe8+NliC7{VEjg_$dZ
zxawZISk{#t%-`9x-be1h-{4Kr4PD^mSK!C^Fy8Nv@VT%16PI~%rmma!Z@<C9k~ql0
zE1=bYZ4NWy9GDg^Dqd>HFH<L&y57F~U}W!${a<#?iEVN4P&hNwSTZDqUBK=mXib!A
z*R06ADIrVZt~~yzAmkYvx%G902(x$t|GnqOk6t%UHMw1<KZRo<UyJEHiBor1X4d9y
zzg;jdxBN=$x(;p@r{wdAr(SH(OG^H_ah}nvx8?Jnazh3(Kw}+cYm8={)a7jHioeD4
ztViJ1^0jjvGPYi2amqd=$|dmc?#H4(dk*(M4RwqOoAv8(qXd7?wgo?n=Zl~J_Upq_
zPv!{ose*@6^pymJIM(*+Y?1N>h4(9A4q?_W+ilw>U8}!t_oZ~tg1`1LwW3LS{7zfv
zA9!$Px2Wj(oVd8Sz5<J$g^G_Y<;!B`IGk`z4f)g6eJUdS{o2^XFLR9M9sY{E^vq<Q
zy4mAqJD(YochoQZdd(p^psoAV3XK`}w(Z&_b@%RF%UH?j4jj1~4WI|=l*%+taF}77
zp5)pGI>C3!EQc8y2`_K|@44iB-yo!PL!Rg_@tW|!LMBD!mTx-+lv}=KX1li-1ZU6x
z_e&t^pLWmE`y3eoFOE1WZ1GQJTF5V}XbwJ^_tO>8Woxzk6}GIJbEi*paZztX(i?C?
zo0}<dQNz1N;SW4Am+eIK-II1R*+z-;`ZzAp+1={5>8+d_$L7#CcRx)`FIOsi#Sydh
zYr#}izY{`#Uwr;4z{3`-Ct!P>?Muml;-^77p6P74*P!BExYt2p!CUPoS3r))WLju@
zt0++N^)4e&dM|zNnXh@N$A6y9%Dulkp5Jg4k7b$2IqB@fD~pWMtIsECOsRFdy5yAS
zhw8QZC#Lj@>Ada%4Mfc4Y<bBlqW?K5sII<#|DsdR&Vu&edFicWUU*fCqvhI^WYEE<
zDPf>C^QO9apv|ualfR1;pIR|v)2Bn+`YL}awC**7I`MDW{WiA;JN&qDy8mIt@xsk#
zr8LVgPc={c_2VU?sXKckOUu8;`ey5@V;}mMn)wflTJ|kG@Lcfg70GFmpYFG;DBre7
z>HREWj$*Y`C)aIDd)`&^T`WEp9lKyRv&1WQt>es%Mu(+8$L!%)x69IUccvRip_gmx
zCc|2_R*sf$KlvL2WI0}YAJ+J)vM%RU(ax<uYZeA%sU2JC$X|6RuO{V^LfX{UqH8;S
zB+t&A66KnHZqC7dwZDV3=9*@UNl8ih#GlDj(9zaxKCbG&_C5bsWue{%hm2j?pO+~#
z25ek?Oh}+__Xo#{L+rZu1JCdH?{H%O8Q8IlR!l83qon`7elKWSCGhU(>4$kU^3V6G
zUiDJg;-3bNE53!cySk#dbNLpAE(HZ`an{G}*RF-hSe0ljofy2_@93YO&*sndV}7U_
ztbcIF0gIJ8*l+VKs@`y02sA#Qe14v7#P+;cr!6J7x8>d{y}l-L@!$9<xA#;UgZ8ky
zc8m3H$$WoruR!Ydyt}J<*&hkqu38hjJ8bjS(|mk<NvEgj-q@Oby(70M_T%-7+-sw@
zW-Z|jQsmme&={~W__&fl+um@7cb{6Ug^Lfk+-kZwFJ|5a#~n$s3Ib8ZY|G_Ls$Re8
z5)c9{j@_EyV5xmh(PVk>wxt&B2GK|F>Do&bbIiAWe_gEI(8|h5j>k22#Yfk`M`m%h
z-)pZb#)zEgcTKg)<5!#N>$NlVqn=V<hRIhs|L^mzox8j5L)mND?1YzBilf%F{C?D}
zzibQW$f+4dsa-FtwOkZL%=H`A?b{~@YLjmfm~j2d6%(dTre`c4I-PwOFDVA<Yco5^
zvSnvyyXQnlMQz!Czw~;n@^#S*n(I~{UYe)AZZglBW!AdqxrI1HtqXLR9wxl}-#eqa
z=+N9w#t4^~o^8n=_-)zBe{eKjSfp?9b%CbsmvjZO=I@6*f1KN@1S$J3MA=$A*E(|N
zQwe|fb`Cf2SnFdMr=4zLUIwXGy0V_-%rF8SgFE@qe*56I$INmyNuL;&O@GGs%P98p
zxha9g_flfC;u{0*oPBt>z3|Nq!y`$DH4ieexRwO`G06X>5uzYcunjb&*B{YpYPn1O
zoc*U0%0Ip=w_oeZVV---M2Oc!SkXjlGSB2k_fK9IoiFJsefC?p;uK|puIVqAeE9V1
z>udKq*9oPcZZI8s{eV;6;fgJ5!B3%CdTdG`kG~MNEPt{lpwU6&^&6AtbD0j!I{sfX
zm)jb2l=S(1qWd{o#O5Auk!-xs;vv>0z@gibc4<jK!v}BmQy({T*PZ$19`M?G&Uy7E
z0-t{#QBpj4{Nn=YwT|Zdj4Bzv`=889{*}aZD5*!_)nDyD#~y#oh>SeczsZ(Ml%tie
z>eY&lS@UeG%@nyb&UGf=+>{!1>-njv+U`M)XBiTUeyv=$yJ0V=BcPyh@AhQn-m0BX
zIMTNLop$~yXUqGR4X)~46N<L&7wFMdcp`JiDK0gnUw|uK^tN)x(zRck1)W|WF7S_*
zt~$@7e@tc3i$@%-ZQ{8rW|(kJ6^~8XTO>S<#YtExQo~7Mi^43=$xe(;wy9U1<SrNa
z{b>o~n%S$^T9jPBIAvJue!O0`ZjNNp<G-ekK3bgzo_8fCc^=97>~r&`q@vEpDGw%j
zPG7Rcxo5LdRT|6f_4DdNwdbD~bo$%&IZ@uJc50ydGl64=XEGQU9y!l`<+5x3-mhV~
zjPssYwli^ruaC=pas8Lf!4e1Y|9Sda9sa?+>kVWBX8kgHTDfo$`=KB4ykA5YY%1*7
z$l7vP@X&&K%cOM=Ik*2(401cVKJ-_2-XF{O5B>%2{)SE&A5XstX))MW>39CP))bCJ
z6QP5v?f>sQI#155`n~S<1GA5Qdbp_@wCFa{+FxPIve}ZWL0)!>c-*=0&Ri))k@LQb
z*UWmif;(0)+)t?`*E!CnZr7E7Z=Cx$@^+oLmpl6ni_`qu?Z00Ano|9_YEOq^+Ky!h
zCvv-Uv@md4I%!x%9GDl;pkCRRV6)=r^66dQi`_WR_ME$RTEtdB&3ewe6>i#!k|%A%
z8YgHjPCUGG(zX3+Gj+MeICkqR{P|sPyr(ielhtOv*}tWF;a0adp3-P6*ip_^I`!he
z&4znE{wOH<{x<#43o9|_!|k>!=Dlp&f2#Fo{p1;5^R?rzzJ92+cxTv`yT9H<q=v9N
ztzLW1_0)@>6WGts*S|PRVOeR1eBRd+kz4iKUaRp$<<8Tzwr;!-!hA_2sbzzktKH>o
ziv<;Z*jtn&HYXqNo3ico<sD}j6rT&sdiQHe6U(7#V!A1^_Jvn7GVdIhtJZPdGdpkB
z$xq8(C#CL)$-g0&v777Ng}T%C3`|~zcTA}}w5fK}!V|N__itcpURka6^o^3IXs5W*
z$L@83T3xZ%MQ&$zRGa)#y}2&?)<gS~xxHocoa;ZA9gY@oh^RX~{mm}hwQ(PlRBBFS
zD5|U$?{ihM__6!G>J0v`UlLYqzrNwrq)$aGt5yk}JNx&?@rPfZ=j~fop(y+>YYWqc
ztG}n*?3|K3ao%G6Dh2KN-Jkt_<os?lsQcQgclcSDZ}H=8%RcVhF?CDnjfa~zvGpID
z5w2mk`|B3|-B$Nvd$eVk|J}*n!?fZ>JAatkx~`u)I}_K;nzH+7{E^Q=UzY#Kvnsvu
zagJE^Rol`RD_f#pNWEzKap%Q~FX4+0#ZN4F75v$LYB1-gx0brcyw&?QGPS&1mVI=8
zzr00(!>+e1;gVb5nX(+(A=>|CN}#gBpKIIqO<nZq`o3?b-pt#7hz9Wd+F5f^w6~b|
zZL9V*^Gkl=FAQvI_h0xoch3r+GsdzLPla-R7x{XY-9~s#b?~I6b`x)TS_lWKGN$?M
zi|O7c^8JO1Kv(<h$@;uyKXcU5h4tMJwZHl2=*aLe!N32S$VVrAzPt5*L`5|nW^C3!
zVJ+G_?R?jlLiNTAob%sW3m^Tr?4f1s$>_H%$95L}Oz#c;Ty%B$q578lQcIsbe<gMD
zYtJzYYpLXU4FQH?H(qWQKXhQrbf&ggRfCQ1|9)$l6`UORhu7-q=JoTcMBUHJ%l^#k
z+W(@q^5qn7!}LosyZ0$Y?fv;|bJCuYM-ti&GxRoz&p(>JMS|zM;+eVAMQjDcF3BA7
z$y1DzatT@Re6INYJ39k@&DvqOw^qyAwmo3aijFH0A8QL=ZBR}PxmNa3R?z)VldX~T
z)z5RBSFBpFac{*%(OYGulI}cjcW4E>y$vYc;b$G>mb$jIYL4jnOhHMZ>YJ9OHzpcs
zW&h52GuKio*!oju;7mzV<A8VmclO^}A<uf{JNs|lTp#_<-1FpPS-a#oTK|0PKJnzU
z)?$`J4|{!Fx9DBJc-`k#-?8RnFU3Wf7S=MGHeQg+<!t%(LMuymifd{Lm!<7FA&ykr
zq`!YMY?goK<k%egZJBodp)VgVZ#GT-X}E@=aYF-Wg}D&NTd8c0mNHFl-7eLjhj09P
zd-pdx#fGT;ljCgp_EQI8uBw1k_V44{|8*GOJ$zd)wYcWRBmTsqr%!TxBFcI|L*#E3
zY}|4Rv~y;~i*um)gfdNUg)QEZObcUA898N4-^Ajydy1;St>rq|dLp2{g{`N8kG{fl
z0WGU=w&LZ%GdWtmeN|O%`Ih0Wu*E$*P#cw*d3qK%Xs|!Y9@N)a3|e%jRaba<Msc8I
zb&2R!tGAn3oPPhB<dD(7jm4?D1Z0tRww?^gqFTsiT+#h5nP+yMS^;XwS+-x0%Z0K*
z)UBeafgod^9bRPg?XGS1IdhOkTQ~47G12`lEKYh_$<5q`P8rQB-iMszSZI68$SI?L
zU5~)B>tA1-G{1O#{$De7<JZp??%8r_A7Ap>K2V5EnFF2!(W>hNjXFukbU0)*uV8Wd
z?ZWDyu*Lu0#R|XY&MhCL@9*dS&Hwgf)Q|Q5?>0vi6eeFQ10CxL>0Np#$n>)JUjDps
z$BLdu4igW~0iAWK+jv1P)^%-<z^%n#rlg|J`qg|bkG0en9EnzX+i-5)XO7lpiPsJq
zw}Wl!{ujRV6$h^)a|ez8vN#>p7gTQP5xDihiN#6UCAH;(U7)1mmeAWE2L-o$*mZRN
zp(mW;p1&XX*VoFV>&@B31Ky*!r?U7|DYU`rxqkjS2crjq9Gj<4a+t9<jZ=)piRod6
zO@@SG$e%~c44-Q)1|`PQTj`vzXg$rb&~}%RlSaRQ6=w@{V~D~wwbNG}6+*%%IjmTr
z2wwgW@<+%J)GOlEb5Yph7~;n9R(PtQQ}kBZ-sdLDEh}TSlv-Xk1UST2SO4bFc@?;C
zs&;tN(JoPsKD}3gNB35LPx|`ms<L?Wz8cGSJD<z_dH?_Ke#L+PHqZadv)q6FwSViH
zGmIRzZP}7=c9v<>PS9r8Ir$kG4fongzTSAXg)iJsAw&ceZQxM9D0WUUL`K7CMls()
z+gm~$Z!d;kIfWGY&-_~q<gOgK|N8Z7QwbRvnIq@sS{FX<HP4#p%GmDf>w9BY>FRB&
zzPmUQV`JyCH9i6zPbDQSz4h0l)9TBoa~%L(YZ2z=@b}i%?1}5-e%oC8Ig7KUYZk#+
zGIq+4Q9NVP9?)+5aq;D&;_+)--}dkcUc3#SkaPKTW=YR6=Cqnh#)e1ttzx)-TzUA>
zS^n1qww6V*zhsX8sLCmgYS&g5(BcA(RQ4Tf22G&o=SdZxQv~I_)tBwO6}GI`msH&1
z9__~Q_Tp5*Lw`C2x~8cy&${>P#}>bjku_P%wFJ5{lK<>+ll{ff@~u{#dtDlM-A2aw
z>$jeN&RnTzYx}>xx}2#jHgp<)jdp92=A>B}(~Q%)RL?ETR85+>C{wbvvona#rO8r3
zD>JgK%}Z#KlxIdpbD-j^q-8-0u8p&vimXgbTo{qn{CEBRcmHdyr&XW({m%H!XTIn6
zu78a^RekPe_S)*TU)MaZTUPqjg4d@ao8w_cK)XO+^V_fM%J)9gj{oT;9kg|odP{-K
z5@(L%2TfZFo(nk1IX#?ZzWe6cS^6~(xvM>*CLR>_x7qmh%2DSXfA$LTKWv)OCIEtZ
zJ35#Bv1uugiP>9vzxI1>r<u}5gjrXk!}q2+a~z+2dacEBVWVGHKkp0-l)SHZ{*Ge1
zOi}Ng{dSCRp8e#Me7nE=(pKTiPHw-CW~)6FP)jM<vv+6qJsBqnryZi~XIF_%6`3mO
zpR#nt8H*cgDJ3#7drjpI6>i{FlwrSK!LfaMdqEW6!{7J5@8ezFqg0YUr_jxMhV|W-
zesBMW@g+{&by{!tnzd?Cp>E3scSf%6X%pz%ZeD(NwlfC^9>00+qd;GCwoS|9hr7Pt
zt2Y0~SsHa!nEzpg$NF0z#GEYd#pE5e+&kH(rF`e(+F5_|3Lg8aKbXWHccJFpEA8j|
zX4G9~`_!uItf07<+eseb;tCFN5fSM>HXw)gwin36JXVz9zb<g-<A%Fk#Z~HphaxA|
z-@CZnyxi`A+~$8e_wOI$Xc5SJeA4rJlY;;UlcNF$OQV7S3z(CvB;aJBwk!DF-<#*_
zwpqT}aCp}Cy>D~1v;Q9A*3XIizU#W_@_ALSPTi_GEPd}n&8y(~S$)>;c1+!>IWLBF
zRlDt*MD6U)9m;(feYW3jJUhV59}_wI``-7pvp=7=-@o%*>AKC6%<O-j^xtOqQ?D)d
z>gRRkdskaNpHn<*`o1qqS7&XiJewVNx#s8T_`G?4o~W;1bN0E-bIaaK*CxFP|7!E=
zVt<~W)ypN%!nW_ax@uO=ySneY&EMDm{~dnqp1b|8i_dPJuPZD5b~AnbnzO~{ZMRpx
zufBg<%sJv}@hQ#aCVS32xv)y^dy(y{!2Yav_5XjbUv)BU+5ECwnP<=D*L|M4<>yiT
zx{a1U9yHJXzUR5EcBa4b^q3;g=#XZasH@J);;UXRJ<F*+XTvJB+0*wtQ9Y}hUwQhO
zVSnYBQ@3nhtynxu-R@)OTA8S;pBJ#(uBiMx`~ID{IrG#xa>`kpIJPIWIdL3kwrwep
z$pIz(tI;6R44j%xQ3Ma0<=>M9#m_;THi16&DvpO1H`+j{hT~zyjy8e5_FNQ^XJ>b_
zHwqlmopD;=&_@S;MH%+n0*49<cws33lyDIudn&&x2srIvEtYh$kb9xn@;E`-$%1d4
zV$0))Qcf0f+fYPinZK7~apEXHACsnnl19LsnF1V&b2!)4SRy4Ju!O>fY5@+#JGR9$
zCnAy+L`Hxm%}Jr9KyAmTr?B(}lW02d&QYPI;QN_WHz7z$gv&Sx%;0PkI5hLYsp-ua
z=@sJpd8hU3K6anox~_EXvt8HszVoX3v{b)#<<A4`b{AwS9yFf4SN(qPB(wkD>;G^6
z`RBR){W}lX%rlPfik|=f-~0c0XP$puU;lS1Z{gL~>8Z@GO~172*DQ=(AGtZ&l=*Zf
zDEa1pe#l?H1DqXdzuio?)W7>g_uEr<yH69JnQh;B_SCh0y|q<m*Rh=OQx1<QbS*w6
znQmhLE!qCsokwEZBO*UXE2gjC^=j2KtLr<@ox1ks)PXyX+V1^%W^P`-^K|SiW<HCA
zRNI?fUpH?$xOAby1_ma@7Vd`aFZ=~n*<Zc?|L?sysBDa$WcKaz$Nu^~l|N6%-?RDu
z^L+ld+xh!9&d$F7o^SW#KI?UrHxA2P)8b!UVfXi?zxn%`=hn0T|2h9ZXW#4H`&RFK
zo11TKCAs&@CGXpXcFzp^GwXh|*YEiGYyJOUf$dSRpZouN;y)|?-_!WKyt2)+dvDE~
zuDsxV)%D%8>VLG?XS}O<Zfy?A7w+Mk&OY>1pL?a|_4c~#&&~EfniuyMYF}Hkvn2oC
z?)!h=iJgD{bKd*Ryt>b``>n36&A9xl5>!_F`6&Ot@UyY~XXCTA?~3O?yLElvw-t|<
zF#LNc|1YulUgdLB|GH0;XM+mU#oHsZza`86j?m8D|8w^K$}5J~PXGUV|Nq{f>;L~+
z|15j|x9r*LfA3l^z4h$+ny1=lS;b>6{5iG$kJsnF_y7OZR{ptq+Gf+~pzUh2<$o=d
zmlC~P^)u|m&9xTB_diYBzQq}Ilva4tYPYbxbz4pffKtWxvvJjLuSU3kOP{B(;Vvls
z9+Lcdd;j0t&z?;7&)eJFU;8F`_U^lH^A>++tNgKg|F6|ylD}uI|2eBI=*5BLzcP;(
z_DDW%xBIg2nf1QM*0Yw|zRgTFDef&-T5w#xzNYwuV!Mg?zK^}Li_cju-<lv_dL{5I
zZ+^w$z+2CGEj}I*p3QFeq46vzu1xZ)F3*nY0fl>?o6Fky;(H#ju66%pdA`!G_;vLC
zswo?<dV3o#;<)$!-}ijIT`v}0`~2y${ol)HW#3mEzj&+eeD%G{f4=4aFZ;YmeD8{z
z<@amdvzN#15zU@9De13F;Ss^!Z)<P9|8wqrPTd#x`jRa#8rNoQHrSRY;s3_}_mkWE
z-rjb*t$xde<K({Rd!MGARhIvG0$kdzczt4)?dLPbxA%6o^zAi2IY0jQ*7)pmw%_ku
zn^5reYWVgUhrX$q?>xC8+1083qj>$sogWTy&t7ixRP(H}+@}c_dt4?zd9(4j-0gX~
z$+jNrcW$v?dwt{lwG%c+7p5I5yxOwi8vjjDN?d<d{?9>q6Z?<C_J+4+Esg(sbN=7R
z&yU3S@37r1;8^`xz5bK>Y<Bw}2Nz2(I~KRP^8Y(fiPHUS@`d`B-fcS<w7}K^#NVo7
zt$h2g`u^{CiY@<t^#8vR^S<hOc3#P1Y2B^mBEHvRRGvEWR|R;p{r}?sf6LFM@xPW{
zJACBv<~Qw^e$KkSXPIc7QxC`es(pW+>ThQ%x+&Mxt-o)FVArQT&u!Q9el*OB>)ikE
z_5Qrh%jPwQ&2_40tle~y`JnUx;~$;=HH&_>#{X!Y*3#$rCHpT&^W|#~+vV@oTsE%_
zw$^Luot|)0CH}^h;`zVtgq?g+_|-sf&zn^J?0NsbEZ_b*>*o3AcHehy^NqXy`|kU?
zx3AYmceRunw|&|vntiR}1mlyah_Cg3j@O&4ue!SW)<-3gCkHppUz@S{8UI0duF7eC
zwqLK9rJRWq4BPjn{Z68S)w3DNVM48mXaC(f|2M|lM$kEXJIBI;oB2Pd<ws_{Sh&@x
z?Kb}j!Jp1-AI$zg%m0_QyZ%JyM!7c4=j_Syk{NOHKlY^e2(jImzWI`T+|N_t+XT&$
z1@3!(T7GTA=a%Q?H=lojWUOw1sMX)NcIMUZ`PiGEBloexy~pX(@7K>a&;OhA`St#P
zug}{5y=>nrWXc+z@&Q~;UvOmKx+!+{IiHJy_8*w-4X$lFQ{8;v3`dK=Ii8zEbq8K~
zC>BTTe^<KxwljyUg9q#RhJrn*cK6OMF8OlNeY@Bv`~RQq^PR&4+3VxWI5b^ZH5Y9W
zZjxK5xO9!cl<zx^+s>N*_vZZARZ1ErhbsgQS>Jicm%E$eO8%c?`6m4JKMv3S`~80X
z%nfG$Kk5I!w5|P3*-82CodpTSdvaR$T{|B<|JRjk#s_X6`px+~e9t4%w|A8G^H&^T
zo@N&IIWza(?|a|#_&+Fp;){&SYdL$z>dUl=+EGW|Px98wocDE2dhFrgFm}tQlNasR
z;lCWV_9mzXSu3;P#<gEt;w#nUzVA4`)ywWM+xmZ-=JnnJm5U$ETCV<!EL$g^-%{FQ
z!oj@Fd}6`EIj7GpUAN(t_WC`WV%0x1KeoR2u}|#%Y5o0sVz+-=w^46bUiR6j>3bNK
z&nY@3=ag}$L+NS3OgZP@@4wf*|9)%hW%IJ1J!=$_r{^kY?bMnh{m`Yx_KALyecK${
zhb_XlcCOkiSh;E1nYTuUYi*zPh;cf$m0wS*=he^luR6c#Y0lZ3Zs}_0U+n*Td;eCs
zORnEN#I=9iYCb1?<W2DWUm@8NPV=VaYLxj|yH~uOJA0~|QCM%Yky=N{D`9&#k;hxh
z!Xt|lX1+Fgf2$VUmYGxLIlm=qVF8Phk)y+=s-O?kV;!0Ws{X!?zc0j^d*boWd+-0=
zd-nHzeSP-br8<^95mWi?emt;^TTrREsON-v@eHn1Be{iA96U?UB-VZ3eSdGL%CyQ8
z0w3zXxYu9dis5pJeCD;VY{vZBZ#Ul_+?+A*tV-+V55Jz*|9gI|=>M5?yUjn3<^MTW
znfPbb{nG2_-{zI?zV`aGv4YO`tLy7Zvn!XdDBUsN`_gxM)CG6HDPKR=-v3^kdv1c|
z+er?u!*BE5b3I&a9=t2zzj*ye@wMOE%O?fx$SCYy8@2hGT2s@KoBB^1*P3=;m>^ul
zJ^iWZ-4(v~s!ws9|7>*l<Ce_-%If{~e;)7edN7Ie+gj5-J%0{;isSsg*=)=Ezt=R@
zZxaamxna+gDceAm2lvTEdM}d`v^O1^T=MJX^6gKg4vMF(lz;L@=@`#W&ugs$d0pxM
z70*lhA3K%U@;EYm?$x&7vXd)nw%q@F_kON2$Gg(?)mv}qO%jeSnpR`|>4franOrwB
z#rpjE-?yU=Ki+is<nqdC*}SLOs~-u^-w~qhd-lH8(=}%1*2aQcK~37VYhs^8KHF1J
zr#S10d2;gg7q0#vW!YA_rc|$$Pv4ZG6X@L&c<s_A+dZc3dz#nRzRgx&=lgI~kMp_Q
z>dQ0rW;N8rZ)42M>~fFW@>-BX@lKPb+JlHdPKWmHKi#0_`PzV#r><<fuboTP^t`oH
zhJ$zN<F*wRKCQPn6qnj?B&XhWohG*N+H|JVUVb0AUMs$s;LkO2f?Ms1Jq8>99&#1n
z@x1<d%h|<>IhXRgbq<I%CI)^p=i*X&Q*g20wR44m{j|{kzr?amtzfe2xVh-biu};E
zUzPXVco-%cGtneBi0`cC(Ro6yg(;EqpMNl({z++~H^1x2J(2EwSF8?b9_~<R`tjNR
z|7Y&VH*dMQwxrLx6uPrcBv7%vC{%Oap4Xoxg41F*cX#!1O>}yd$YH)SZ%@-TpNWTp
z(#}}=EB3RxCdnN#+2Y$Z+44!`s(>f1$6tT9X?%8a_is5BFZHBEUE?b^ws%)-)e>L5
zC;XcgQ?mVm?YH-tzRlk=?X%Xrt!aXeZhBtxYL$*e-4jsic{BO*v&e|ub`$q6GJBR;
z9#rwr?X!#9p}2L%ksCb<yE7k7QBpp$SSg9e^qZ)&3UkAi#>$kulaa3{KI}fztU0N(
zMETn}{@2UCU0(EhYT=2>r#9~<iDb_R7wP-fR_1z3;oz_4HFdwY*Z)2vw{Go(&9mpu
zY*pNJXoq)tM9SHc=S#k+pZR69`%>f?<H&V0B$ChW@&7;P+PCQYzph=I;dpL>;IWMO
zGmEQzUWHfMt6%lq@n+NMTQ3;dl0Tg*KUr%v$>!7hfA8MUtNeSW+qX`fg{x8Ekm&l>
zx*GznbDLTOl+sfj*EttQdI>S9op1gyvDmF}c}&*qPfj<dZ+5w%+<eGX<_*jA!_yYX
zWbM>q4O_Y;=$W9?lJ}neRYBD|%03_Za@_H~z}l>smKQo)>&vUvWwfuKxe~-s8OIT~
z#An5fjjzR5KfYk-8>M!ad9A;mx21_(a-v`f!$yW6rDuU%Ul#7Kd$qt=Zkqqp(A_(G
zS{o0yZ#u$pP|4DJ23NmfQ-EUmJ<UJI9J@Yz&beMOQL0NS_42Nn-(PCQUKV+3w{ye2
zh$&}R+8HqM@LJC*Jv%FWr(RL8WaOz^IecxC0xPwz<+S=8TIIy2xkz-`weYkxjK8l*
zEn09k=tWY-?8{EG&KN&FVB@lOPvoH^ze8Civ)%;$oV0F5;)@?E=l@!{b6UUMzPGvg
z*{Pj><BmFLiS#dA^4@p#pDd&0PmZrq+;#17=JL7Mq}tDLZfdjO@ZbFZL_lu2t$&vx
z=X<mHpF>`4IoI2tcuZ=}w}|lipVRAaZabX3JilA(`{YBKy}ll6{@vhKeSU)biG&zW
z-DaD~PjX^q9hRMZ+T2+BRB^RS+nG)J%QU}S<B1IOFX#2PU*REQB=_^GnUM3hg9&0q
z8?!8}pPWg#v!Sf+Yk2)uTl1{@Mt&b9qMSK?*zo^ln)puq^~yQ*7llq(Bp*_;Y?YpS
zxzv<r<}r!9b*BZ)&(GMkf1}xhkjjT&BPERzPkVSDUoB8|Oi@!_tF63uZTC0T{rpVM
z0vw7mO_zlBJ1b6(cY0Y6A*T2w*O5cBajMLIAJvs2RVo1$y@w|$I86&_TYQHrdC`Qx
z6`WZ+qn#onQ|`(?Ggg$HJyDXWf9u&9uL8cApW1mpNM%=L;=kYT|Gj(vEyQkV$cBBp
z^qhV>e_qBB-y~`|$$Gi%DJI6#!5u7tUK+K046fp0oe#~+b$V?2MCK|ndrVBSwTam<
zZM`RBF~cXWfI9*!D?f4letkSKSI1!1l+!o1K6*Xha`^_uWzO%LiZg<)Rf<b;ui=01
z$`PylXfFo~KZnedtT4aDha)Q1eSNTbVQcpq%g*n7XFcytKJ|68-0q)}U&|94uFX4K
z;o*8R^4gl8t?cht8*VJP9si9dsLO)?Bgbs(l!lEh6P+40e={$9K6inJ;`AvMpYQS7
zUSqFzYn*iIrp%%mzRb(J<~$MHz^CDRuknadtMhj?L93NfYYHXS*Rn8IwtPs~IRCox
zf_nKs57=*ipHZECVAfVOjg8-G?BA>vsr9mRK4hb~>)M*qkn8NCiXvkD4{qzLM$ctD
z^!}7W>fIT|ieImtyI>QO9J;{0Uh=k@r1GiHI`boE*MByzzx=E@(CztN?}8wUrTaK0
zetx&^<BC52`8Us}>`Kqrw{d49ujS?Q6HVT6<*Hq`wTV1;&Z~LG_aAN_Dkmo%o1Ig$
z>c7?Uxys*EKK0i`ZT~u<vd&yrrz)y`o71_xvb0OCzuekC869qxnWNsaWmRpMig)6p
z_dJ(N1m~6V_x$~DWN>KvwZj6I(a*Phc%*LgkaMl!iv9i)XL?<=SeTca%~3rx!TfUh
zva{-kWo?f|-st_N@Okc3QPqq6Erru2{Ox(tEfM-W_WRGfzmx==b{sAC7j%%4v76#8
z_GF>gqzi_pZcmUAdGFFElT#Wm%i8<siE-18Rg&MPDhq^OJ>zcsDzLcyZ^ii~dkhZE
z{oeCn{qElyGHWJHvF!RAkiFM=)+H}VXS)e@iV}yWPl$T5S*!7tf2GRb|CP?6l^p`F
zKcBbX|917^Gmffj`q>ZEAHH!z#zyCa&TX41r>mAdHS*i^sQi7?YoVLHzb@H^Jk|af
zrP$%Y^~l%p5#z!?pSmnqDyuXeh_Jo(@tC*a*21m_Zr|s8U41n4{_FQ#T$*7DHDx!m
zx4ql)I=*?~{waLN_}YI49EyK(ebxist@_$$W(qbQa*#Be&fz`%#PvPF-xBYgKRDBD
zx%AeT=2Oa3mhMqbT@qN)`gGQw8LG=SI)$#Cx~pXumu=?ht=6H9H>&S`58K)O&FGNE
zkvU530Y7Rse@Op)P}}X^$5YXpPnf2zUhnbCXSdzw*eCPW2w5tgVql#2HA^&*@f&-S
z%QJ;89`&O3H=M7FgI=uv`qcQCcxBdX+t7*EWM)bm-FtsR+Kqc>*OT(f$!|F~Z9F%t
z@|}>%=QRu8RXNK{P+qujk?k-4a^Fxr^~0BxDr3G``wJyIY5wHko}}Y0^6lC^o1fiv
z?SEdHzgL!g!J~Ry;}s8|Qr?=|c9|Q>=A5^Q?qPI3|1$N|&9m2hYxiB8nHlqq?YwzX
z&l-vC7vhcX{?u7@q9)3{Wa8OxOUvdue%ilwzEMi3R+B(X+efSPE$Q)LeJ{4`xq9~4
z?np(W$|KKC&Um`t>hzkYu1?QR=BF<(?kGGpYXyf~n|hUe(usuFHg5}w^`^Y1Q=drX
zxB1%fGl9ks9+f_DC@I)DN6CfHRBqbYDJu6A+VxXAk9U4DIDPbqD4WujQ;F_|nyk|b
z)LS@zt-Ct&!=tGJ=ifh2vS_bR<$9D^nHXv&8@b41`X;xRORj8S5}x67qOGM^LVBUs
z%14e16)brkcpnH?4e$~=_`101I^%Ya&axR5%Xg+kF8#w5S*%cDzo$aK@{7i*HS_j4
zXGW`(i0+$QBx$a7>eAOGGY>DEYNdUB^X%2l2Nb?|oJqI)JTt6vxy|QEpITNmL{!Ec
zd)F}ARZxeiyXV7#Dd7$?^0o`TU$Q?uZ^qWmfgX2F3@^lQ{&ncE)^k?R*Y+PA)kKnK
zE<M5e=}>d(+#ntav0q_d^d>IX35fWm`d{<Fw@(v<{!G4QGH=r~<sV9tr@9?h3L3TL
z=y=UIp?g$iO?{ijJn?yD#aZVS5=0D(qsnu_I<{BuUFGyy=elM@anY9F52uPAO7*=x
z|4``e%7ahjDo>m+@SZpS=Msa%7ydPsZ&y;!w{3d0vdQCf+{8dOdzX$&nY~f+DgFQ5
zE^Ki$J9yyNo2u8-3#UJD6Sbe{IwQ*Yn{R9N=Xb9+|5ZsT6YDp=bB0^;KCfe%g~IO&
zj@HC7Ug^&=-@hsHB&O)i^}i<6v^VmKvuo~wwu6N)EcdRMGxzFh)0bz~lq=kQ(zA0@
z+(WIYN0`5JeT;b$rM~cA$Ho3XC;GRvDFoWeeY%$}de25Tzx2hPurCbE>k1XV{aXM2
z-?5Hl-AT12{hzpg?>Xd|e)QU%%bV9Iw#;mw)VPS}eaf8rZz{5WQcTT)%=7PCM!!tD
zHutMpO9B5;<@?-Bv7o`^gH;PyguI-5+B7_4^95R)MZGwf7|p+|>iQHC=%7|<%%Q=)
z<M6aYVTS^5vnaI|gspEmJW-VIq|2c#fi9f|DXl7hw3l4H;`6!YtW~Z@_n%#xRHhp&
zGqJqV<9XXDT{GBuueJ2o#rcNiCpQ1P{*@_J@d@YJf&-PS=LJoujCm3ubvn&8^4B~Q
z_Pxv}8Ev|Q!meIwd30s&tPVZ@Y0aS(QRe<Bfvy{zo`gJn9royM#$1IZ*D9Yb;r$vg
z>-N7{u6s0Z@^JFyT5R5+tUq=Ajqhp3LO;yC>lSWXE4pOY>x<vYk7}P0WL+5lX+G1!
zMf#tN-q+5)rh6%2{;kDNKTfR<lWW#Xbdsptn>NutMb3ZK*DyC#FB{1OUqgn#Cnrs-
zx5_s~D6UPpeqoO9jfqovgr2B9?U|Hsf9tnRi@{cLflsHn^&$hOE=Zqfdu{H&ncbe^
zbE3O{wXFC!=a%+eZKEx&oZF5~xW6!2H+lMn0<Udmb98&^3(|bvwEfb3tmo*aCUMI1
zeKp5PX`@rm&sqMD-nm4y>x{H@_Pr@9c#fHV&h-DlCnYV(r=QOG-Z*)}-kkRnf}M-I
zm!JJQ;kDkc=O+CU&iekh1rDcee;fHU=Wp3XC8w#;-79XaPtlm$FkRAdioM4^soQ(X
z|Ac*M_^Ql5xo2f<qr|6_@GlLfDo-}OlUP?6_5PCKm;4u!S$8ic{yAso$hW)v;I-Xv
z>se+jytnIJnESQz|IZ@*?+R2|91dKuxyfk5)?=^!g(#l1>HepybUS@w?9X?<6a}1i
z^ggTUn54p=H_5!iN%`A7N9*^sO)N|7Lhe+_UTHBt6r_?VxZdTUZ{VUYfv--#ic551
zQPgK&eZwu(CVi%r3yYlyE4vh<|IasVe=SQi_s8l#)ye&`KbmV&%nGdy4kxdRKW@&}
z^w{w9rvR7xLam@<(Fe7))r&X+S0A3bD0@$6-u~O$J?ELsv#uBCGd+Ek?b_T48arEl
zwNII4FQ-*|q3&ttm+r1Ji#fg>X2_0_UMtMLzCKiULJ;HY%5^IrTwRzFR5!ul)UG?i
z+3bq1+VW>}cL_0_+|Ay-kWD%+Ii*AB*lL574(FC!SZTzfU~=t}O}}9j`>~|F-CQ}9
zmv^;zN?$W+?c8M4oxbJ%{=9ces{Pjw$i1w7_H6H^rL*HRa;~lUdafh!tdid`?qWAy
zmY$&A4_$H>_${;c)Z64dOXcu1{{Lid?Xd%9nk^G!TB}>n&5l<*ac$aaw-`Z_DIPc4
zQ`Y>OwrLgrr%K7pp5-FX>rBInjo!yLeQ@63eeRHSqOo3)Xx!u?&$r68Lige=XE<Ne
zlgyrf<G;=8Z>B+>&$<LY&fNPdCOP8cT-VjtUx_!by28SecBxc;pRuP};ET$xG~E}*
z-E(xEUm10AbXq8wOLo3-jq|HMe>3U4K?LXOR^7vVO{sl?M=L#o%FlK89FovXIkBN_
zjp#9!&oSXAzw}x-U+dd?(!n9lu%g_#xA$nBpsCCJMaDPOQ|hl9r07N$FWQr)xrH^n
zjr)1p(|u*XZB8CoY5$F5asKyxj}?>8mNy*`U~%GTU$Euq{g+yvEUcH5<ojG_K6+ID
z^wh=@%Zl`s3O8k?T-g&}KKmrP@}cYl&)G|C&ODx~(LJLs{L;RC600Y4eiAsN{6gJV
z{Ep0#Lz1Ew6<=ub+?{lxC{QC|N|e_;1Hu0h&t<%p{&=~2k$|(#H@>3ehn!#kZpzyf
zQT~2UF+<>kgnk{X3h$p~FL?K^zL>8etFu}pN^$mGn<bg^w*30Ns4_VA&F`Pxr$bnN
zcOBkR8uaiyUu{_0<IVR(_yuOYkPGNKdSSxdsQ)K|DyMb-c*$H8k?3)3{Uw>BFSpmd
z-hOMZ)#;}<@10f%co-bZv^(&H$ef9sZ}|+BzI^ZA5dV6@#3uK>(sfpAjS?zFdj&Hu
zmRl|<l|2<8c&ho4Vfcp4{_4HWn|u|QE1Z4JnYv(u`Kq3}))ztBB-|^aG@E#gI=Twn
zi_d5%?(eiwWUpA>_C!3&I;E#;@!zgRTi4a(ofF9WJ$=)TGp7%nl!@!mTXva;`^4fu
zp~pBgnQWA2x2~R9ZglQWz=XfoZf$s;5O!pZ{JY$9zg^SY*3IN9PdTxo;I)<alf{Y}
zpSJzYkKO+`#yO=TdCkR2IhI3qg0c%4qNX!kt%=eOZCJTTdd<v8&WCP)U!T6&+r@FU
zy3Nh=fVZ7&Ww_<uch@(kg~)E5H^DJmB=MtUPzJAZ{#NsohM!V4f4wZ5?s_Anqg*sz
zQTol^RcBV`+r5rUU3~wVTx^Dh;nuo}i;{I;<};rEA0_{VK~R6HxR<&>U(SA`4^tNA
zi|tIWIXBnSXjUOd-M`L74@}pZEaVDax8ae}n$IVGRbH#D+guGAGh!^h9Xe?jm*ml2
zhQ%f)a|;YkZl3kMu*1@VGk;0Thi~RBZHEp&-r%#o#hG)a$RSt9MIO7m+aIZ>B+dF{
z`TobQ{mnDCMRaTXZ(O(b!P&(Z0(OZmE|fUXa`iT&dxUk52J_$DSJb|)U6<rgB4~dq
z;HgQ_g40Up7GFF2zHo=qhR+qTGUtjiWkT-W*_k<S%fI{2Iho(|?VZnUs{1})&~?MD
zX5l*#`I_u^kH`G%nZ8nw{rk=s!_Q8Y8^zKznUZy;u!dzHnRMu)>XN%oa@VFe-?!Tu
zr)6Izc64FaYmUp8{1eYj?qa>VW36%RoRa@nFYG-$`RPk3;boz0Uu?zl9|sGHDZ1>b
z6q5+jC~z*4+Izg_MsSyJPD%gt^KVY)8BSc7Jp0?;x{h^!^W#6T1XpyoC<i}X>AWuF
z@KZ&DYl{Bn;#aH|#Y|fL#AeX}jiUttS1sE26u&5Mc@y0ns*^D*(UFB!(&MCA`LE;J
zDRZ3n+~F}yY1rEkqI~!Ap}k-4raL`P%)MhU>$q^V#g*TCmVf#pdFn(%GoRIpxyFjC
z?ta+6P@-(V`jqSU(o7Ocl=$yBpZMLgWWrvXQjV>43IR_p2Kc{Et9^Ak(j{ZDlGDBI
z8IJO=uT(iW^c=nSLdYOD;&7<t9G;cMadHOv-v!q1`Wz7LG;i+ob!T6>?U@nXW;T&C
zg}>6r?cm*;?&XHZ4|#0eDVg}Gwy5>ZMY+EY)iy7WJ>Nf9{njV*>xm!Qs>?;)l=LN7
z=idA*V$>9SeMUm<O>3vn%H+y8Nw&4AKR1VdIA&LTE#$=8wAX6$*&97MS_IxTlm>cD
z5?GqY5y#1|x=z-H<<X-4!%e9&hEGIOo-ThAxPo)pyT6Thw~2l95_oh-FXBbSb547)
zJO3iYWuw1;Kelp4;~uA$p3rCyG1f+<NAirPS4DO{-B55Nc*>t;)prk0*q6C^${Q`w
z^UdMxp@P2cI;R&lw})S}QTP?wSn3fyd7rWFo%|jHhsVhmb@-S5fA{>aZxG9K$>^uE
z16V3fYYI#;_R>ANe$|;zVl#r5torn@<?+wx%GCC4`a07dskV1c->6r#{6)YbK_ix{
zjk<3pf8X~`^vW@tmX+81H5)m??f0zf+92_H$s%*-<K{1`FBeJGZnyb;%qP-m!rE{a
z*@-ijXK);9zjJ8q?r*QxS$EwNC^AYpBcgRmUH{sa)q$_%oVk=Q1<hmkvUB$T{_nD4
z?kw&7&ii&3l`5ZqG2wgO7g?9q>q~grFY|Dx_PlDFW+XK6<S#4#Mm5C)dpvov|K7ho
zC#XzP-u2*_*PW(yZW70sDkpt2%TKLLdmG8GDz|dNZr7V)Z5B(a-m27WRqvS*IN5x8
zby?uOt(_v1o_F8tzmdCNJALkA=PnN2Nyl^NXEZl%Df)XdvW>?`d}d;ffuB)-&e{u4
zR(*OoXSNudJ!f=o7Wd7SD|&v#ZNIhUZ%0q1#4?F3TRrU`xz1L#-}>(N(_ZD|xqq+e
zS-L&D^88rt+d~XDQ?EGO`t^5C>ix3fUdaWLI&a;p+1O5e1<iqO`MrUMd(m8%cFE*J
zp6QO(_uqns1)8rhyE;nvYtFh_dMe`X?k#H``t0gU%vtZU{k^p2{L@m4zXzPs&=M)1
z$H^{raMhZ!@P*&XyQB}^*}p64+P@7-L0u90n%X)qIN1DkmI_@gx$yIOLg2kv)?=p*
z&fL29mmRBgX3>UTSvHTEpZRafuHx|13bj8SaaJ%Xzds;Oc3y|z)9FD6R~*dho>4WW
zrJa*?X?^RF3uSMG-!D$dzF*B}_v1m>#pidIs{F7nigC^DYB=vbW0lVyJEc2Qn7lNe
zhQ+Pf>LNLBDbt6v$7|=fb@8Wmhp*-cY_&R_n>a<Qb+gkBja6%Yi@b~M(Rg|?VM5S@
zwj!68+x%PBpI!7I*KFUy`LnaV^!x>mPG?NW_;GiOS&Kl>hn9J>j3qw1oiLP&Qb^AD
zzx)2}6^k^TJHJhgf4rq%^4J_>kAF7V+?tCFv_C1mUw1EXqUO}~Z56>~;$M$QF*naE
zJLMh!aL1l&Q)-e^SQOq@ZV~yq@CpCU-6c}b&SiSlN;aHPe-!pT;GA*z<+|V^F-J!y
zb8V$7=O3>tKE6*jD`1=c+*XgWP?c@l&#wILoxbt@$=!Kh!;=fvt)7)B_eXlx@mTQ_
z<+j~_tIL<ivWHx4ofxoE!dWi+?#%-o49fiHjg)0}s+&*!v+hu^o%ltUXXWcpNL&j0
zZk=Kgl&z;GIYaAdBhNeG{hsB=&)urqxBnifyjbwFyx>y?=VXN%%`Ge(s#8A9*xqqO
zfWu2*?ICT$B@2#Cusi>GZk=ApcUit^>!w~v=W|yyboLG`|IEZ$^8RylJKyWYF$Y(D
zc(p;t+p1r+algmAPUmw{uhjOhSK=vHp=6=blQGZo>+HOLN}t>kg_|^2?q5CU-0!+B
z!ETG!`w!olbM5bxqJk#@S6yG9R`9v|NaGs!BZZb2Kar#9CtA;L?%O*1a>m}E2^#O8
zZNHW`@sZYPeHVT)n_4c5E1}xXx4+rRiE+*NIMdo?!W!w~y(Pcd<GBo&`<B1+e(WjJ
zJZ0MUnT#0|tuL4zuDBH2boYM84S}@>9tW0RIj8)2*L#(GiJTS@r6eUqjY~a+Q;WCd
z_^<i)nri~rduO*6(NCYkMZM)zkJ-Hq_jsEo;rHv#tgq|$-1;o$Fl*`Cg|01XPYd%!
zX6=oX*K(g7xOvaB%R#cc*gCi-t68@wo{ze^dp`I6i=__xZttxw-fZ~QetVkhEQ1t|
zr)v98Dht}AMyxHK@?1piTw`6HAv24zYvsh{Uz3%YFS{-LR21c!9MaX<A>lU7ll5fU
zQHA^Q{Gg>t4{U_%bo!>~u((MmbN^c7R61?p`diu?108!K4LCk0GBAiO@pN$v`DOdM
z{Plvwmv6MH|M^L5R#MK@d8#vaPyD{)LQzLG&9WwkP8OZjI_vo1hl=4%O-?J<e>=O;
zX8Wcy-06!We#^2RzVo?GH|S!ZeYhx_g^S>v(sgZh`}fFB*|YBIRMv=!lF%)(zxGA$
z3ul|XD`Rh$iEg(+r2dJ>&?$4aFSw$Uyh=%qOJ{=Ro>Eb^<EwMyKZtQze=qMcJFmO`
z$DW5iw_0SG47Ye3(Mi7bVt1GOjpDnj_1`4R$;;iUJZ`e~?7vx&*DTDc`6F9Y47Eb?
zwro{(nQ$onQ$WYkp8`yl@15m1mTt>?=<fOM-0MxY8x2BZw{|s8d~b91)76u?pQe87
zHS#;De*R>Y>v@63NG*?VhA*GDo$tPBv;Vc2pwaYi3d+rYl74S`$B=es#`Og;p`D3Z
zr<_w$e=pL`UM^}pJKd-5u*YG6z7oYuY0;TY_LGieq^>RP7Kkk0ES9?|>{oeo+3NOa
z|0i>c<F-sJxa#@*mre5glJ{wQkH>iLRh%xd!DW(Ri^Tk&5li+Rv8g?qUna+-*kYZ3
zZrhsU(GRDtXp#!OH1Bxgo8?|Jm3f>JLw+w_vmwPQMutsvwf*bFO_BFo`!$0UrmUP|
zv}E%-tAYm0j6cD(Q-qXrQm1imUd<mZ$hKpq(hf<x&o%2VY5V8w-=v&v`RUTxx3i!B
zmHx{%QNZcQ@5Fb<lzdLV`)>38wK(6StqwaXlQkE0OX)v*dD*Bg`7GDtMGl|$-TKdA
zd$hZ~^5)K2zs~GBe`9&Wg;jE&Rlf`WG(5-k@=2va{S#p&;VD6tb<WN_?ceIB&WqUO
zuV)by?Xsb0d&TFca;K72`YR*Sb|x*ck8_FE*k1Nz<@!%6m7G4UlAPFj{PP>*q7J15
z9p@E2mG`pt9&<L|;P0~O!-CTH9bYSBLrq^wElGXQC=j*#-u?c*3-WSKPk17W_bKI^
z3x96OZ?X8ng+t*s3!VknE&TA(Q_xmvm4u8yV7BM~E${a~w_MGw{CVa5zfHj#o^PD8
zPT|qg`tut;UXGkLwRmrj<!S3}@=S^?xAXnB)%I^Yq`fg?-Z`5E*IF-p@(dAP%yFu5
zk&Kq=y}dUo=Y9A8#p}Q3FpJ>VFYD(mm?N6#;wI`mAzvjvd)}%vP&n(XNvq_4z4e0g
z)Q1Aj59@6rY}Rdlvi0nxW$!m#ICWd(l{crW&*~@t@)UiR3K#`(aKF`R-dZ=YT`SsN
zyY2SF-`D#8EZ{0#@<6fU?(fL$&i3MOnUiO1FrH^!>BX^NQJP4`DYL^8=Xv-G&Z;+y
z?mYVYQE|1;3z_%Qk1Vb%-ks&Ivo!LAQe>RUqH~guMFkIO=iHz4|H-jET&0yej-TP2
zYw|tRh2!LVu`hy;^v+AYeE#?D8m8wLN?GmSzpD!Q9UjW-yI$hfviG4+T30=|TmARd
zd#?JAzpQq<nsPLXU0S{WTtKnymqX>nFJ+$DrUh)U@7bw!EzC5wdXbi`^6F3Gzb&V3
z?zvb#G1|50)hhmaW45A`re5Ec?JGGic|Y;awzk%W+1bSg{&FAI{5|`<Tnv=Lv-e%P
zt?R&GD6&Y?B-}&pw2_eETB(OdyI(LQ^rrkRmKR#R^-s4|#5B>qEux7Hr;lX5*xlm$
zktb}$EP>?<xn5r|`*puKp;}|l?x_Z$rAbRRM4K#GH81EunUUfe%eA}rYkafeJ{`2=
zd2Dp@pLMIgomww^?WFfg55dC`qAwP_P!e*wa%Xa<%_+_`uR|(Y?)^AszU|)fb=wOU
z|66xUIQqKWN%r8<8PC_O(|hr}tH1HH*8R>OlPYamlLa>Q9y5COHSliP>o|{NT-kvo
zZ97G09w>Nx&f(!XkHG8FUS)=xxYXxeea#!3(*JOQQq`|}2kJJ?+_k8gXJ%;KjrcCH
z&KXV)y}gNt>mDE7e*Z*58^e<gJhJC(eovep<e?w)q*(cU^8EVMG0!uz4OyHx#1HH5
zk8@^uWp~i<9p~%ACtn?(<e4}#<Y>>+{zqY<M%wBVMN2&V9;aR29(|a>T>ASa`*`s~
zA?0s2MsP0;F^XOBChzkS-RjymQ@&q)dY41#JlCSY%FMrpAI=2?wR)cNmid&^s=jSc
zs*;^c><2MU<M-{hd@t+w75lPOgbS)oUwytx_q0uf))W=~u+Y5p1ttBbN=x08x}3Cr
z^DolSkI-#%omc0=-@LX=vcUCkM6^xKq2Su<cC(HL9NVDrsI}&6Txik6{k!~c+@Ij!
zI^_lbiG=N5J2g~3KYAIqDlX;C&$s8?6<P|OpHFn#ki;@Ya5;zOYTMPV`S;d^i5hqQ
z7u^<8Uwp%&K$fA1wPjn-nN~Hee*1iRZNa+jRa>9U?RKr(uGiA3?)mR(-nS*XoA}CJ
z<yR_6EYO&F_rh+^$C~H6cRQx@PQ9(=uhZ}U^v|blPj1R`bnra<`t;=M^VzX;4?0Io
zUGQ9X>)(UF!yYb=eazIn?hD^VyFHyxW2bcQ@Q6$Ny0w1(1|_dwi)Qp?u;rHRJ^W;I
z-KQziyJegcKU7{5ZxlH6b?)z;8b%h4Z#D&=C#|iVm6m%o?YmQs=bx@cCmshrIkZrn
zXVTKxm2W^R7puGC6gCwl3mjFvcewOp)>&im?tf}6nSm^yf3J0LaAER496ayS6tm@d
zv;M5Uqw{m~o|f)AueZM{oV0nJNn~lp(^bcJ`n|n6HPC79YoqT{_Cm`Uc>M1zI<lsE
zYw+FkT`gSe!=`wy@~rfFZN(FJIyFQq?2Q|12pjLbyn8j8YFt;oa<i3wwsN)lXg06-
zoMo;>ZtK2vmw%mz_|M-caA-}7!Ukr+6{pfZ6^rBr{OlJh`}uVG_UXdh-GY~vuIN0Z
zsr6!G7?<KqQ~#vcJyF&Ll1olICOqZ%u)@bkgR@_FlUlg<*Eq!)e|O&qyLZz>g5_Vm
zXvogezps~Q<%@d0i8I>IbD>4H{)MxAR=2k0bjb|KobEY_D|>dHD-g}7yeC>1B#}Pv
z_|Nr5g`vgU<Rz1zlw7Yp_Vu1;<y@WvT)Y>B-$YMztGvby3h-I)d&;IOIQ-y#nsQe8
zgsj;+_bKa-a%;T26YKKMXwUb(@9(P3T5Y5@F(%@S&Gf3{tG9ZK`L_wOOzU7so@`*j
zx?N<!NB=2@Hm!dWnKb?LDpMB+ztv3z=Qg_AJQ93sDp~Y;g5!0+p345s+>b(;p6fno
zeIom0VzQ0kwoZdn>RZ}lSe2fKaiss}>Wy5M8?|wc(xNY|d2!FRRvkQd>3>c6SB@5e
zb#kA#NU%)nVmMfTN^|*^t_aSGI9tosRUI3<f^P8H|M_6X8T-}rNWsL@)23TB?9t(1
zX_W0`xT$=nXXDD~*fMuMwYm4cau_V(st%hetXPsif6kvuo+X=`mR{&hihjk=apxkt
z;;cPQ>kbF7JAC0wdgi6V7Q66fcZ;6(w9h}!*YEpUckM89#YI=~+N*zee_>_){3|r#
z>*3AU<EqbEJ*la02aRkWR@1r5%QRWw$BpB5*Pc0S_+|Tmk^e^V@qoLXOIAs|exg+@
zXB_OPz_Es%Ni@vwrLX1huQNXP6qT{KeBJYT?)#kc=}-FE1q7WhwM^E!_9QVSP~=!#
z)R!~c%q8ou%1yXl@#o|5?Yj;%vdisAXSlql?XR_{_}kNOI-ZKJc2Q_4n3}PCt%89P
zQ)tob&<`69^JTAX>N=~?C3LzxD6w5I@zm;O2LTDrMy>Sse)d;+KeIF{7|1fZ_-vG{
zUdnYk<ZHpvxR|?}*R+>kiQRGU{i;sAowJ{rZkaE5HQna1WUkz!cKbgM-F|4V&w8gH
zbL~vd{O>ISdGmLA_%|K6Bq+e7RPK~G)78m;+P#f?3^-UCV>=m+Ufy3JT=w)!T7b7p
zLwUfDWv`ZRjX$=BJ-B20^4;cwHszgM{%@;zUrTX^v#)ejm=ZcsYU)|ZnV|;fH}3{b
zV8(u)d6A_tTS3A9;M`9C`d^oej|W_HgY6l~?Q;0Os;e&b!p2=|j5aJP-qUa*-gbIi
zRc3YN-Xx2z>lalgI3}(w(w|-!dMqOORP}Rbg_Z)lJD*l7Y)}?Rcv^kj`rgGof8XZk
z&--~M-OPOFN#8P;{g+R|wg$XzIRIMXwnOjH$Nu_1r)=K5)2{j09e+n`=1OZ0SJ975
z_g=?+&*HQFa^aY1_`m2Cnz2qA+D;nBC%9i0H9pOgAG_T0zF#u0;vK)u6Zf$+!i)t)
zzAV#ZC#&OZ3)da6_<pDO_Jz<V@6H&X&nae=oOsv$MDq%Zv%>Q}v^;yNUtd{$-O%a8
z?hc<_R?b^PM1AuMnx$22Q{Q+>zx=D%qRcq^IvcXdERAn_7=l(LoXL*=ed}9PA84hr
z?$2P>t=_-x=$;B*@t}9NTkDj2@5;7k@9ik!0bSIx{d&yG$b!YvcQdT{Eo)~tIB+CR
zbA<&l%+b{XD-Icf7PLoSYJamAv|4!m_Fb=5t(H<;x2O5{yWRP}XLIZASg=<(QtuIH
z?dr1zX1*K6tYHav|AE$D{<rkvN8LMd;FQ3QACJ0cU*G@l>)B5Ac{e86wM+>Au#mqt
zqq>!KQpNt?ch|r5|E}l!vn5M>PT8%@ozqKFH*c+QR&41`o?(s>oGgv8%?+=UMP>v>
zUI}iQz<!~&?YLZZ&gSp;s<+Sg-F14yJJqi{n@m9ah$hGH=nZ%0cxX0nPKhq+&XF8b
zrttXM($8zsZCC$%;ckDcitBY&&p+00ckAk&D9dLa_L_Kl_r0&{&Q5ffoB8L^+Ic55
z-?j_nUGDVU-h{F(<UpB2L;Hs-!T!1H>i@nrcb6%2sWxr1IegjQe(&3P+;4VIzo%_d
ze92SYbo<V;xwo85p3g0hD?VrW+{C}?(&Sr<OrFNx;Y;?GpQYAfuo`)96nIApuVBE$
zEBmu!Uq|Jp27OoC_bPOK)@Ppl!tUsp$J@o@DiW(xThE7Rd{vl`KEJjsy26bwY2Mpr
z2abo|W_Ev3LGyApi-5J<{_s7IM9&_U|M$Vny<q*`Z?`T#&zm??%O+U<l=+tyfxPva
ze2RDCK2N-d7U;SC4cxEqe_3X33fh+O{fWq{FH4k+FLNjs{RAyR-+QMHv>f(Z^1ZdP
zJc@VL8qY3dMNO)rN(Dzn!%dEZb|{=NJZ{1+SMeZxYmZLdugmlE`mA29c*ZRM!{K%6
zo&5cOXD#lx`?dOzU-*r;Tl2MA3f@k4U_jeC)~&c;)(UH`SZ~FiEzv2<UMtpo-+lk?
zGsRDQzwXJtD`=1L+$iyd`@dC7K_bWJCRoY_2daVq%LJSADn=_5&VsW1oce!1bp>r+
zENGqu%14a3(h34jJ9yO;W6`YKE!o)nPUp_q$M-msxfSnlZk}R?mK|lg4!D(zy}O|J
zc2!=xz`Ip1&m^FwmTyiC<sY6*_Rj<DV@v!0_xt_0x!(CjhPBsFQWcn!5G&ZxUJ#pZ
z_m~fL+ni&<TR{%RnBS@b45-FC2t<UlIB{GreP;X)-OJbH8U+q*jb~!SNMxn13N547
z&?L|z!ddM8ee5^)ufBD8miD?GN&GD3`##T|J=x!G=gx<``8(EaNVx+`l-EG(SGUf3
z$72S{xF6~{_I#SUKIfdp<DO?*F8gJ_E8D*NZR64V=dIuG`SuyKM7B{Iq!7H9^2Srp
zP~s=fb05GdqLxK(-;YPnex9%Y7jo(QLH@c8H`C|WMmhbMwtdgioi7%3&uX`MqIlNu
zxXk5!T%CWOsN3KC_jl*{+Pvbsuj97=-Thr@l1<OQZ=hX0JCEDGyBJgV^QrF7FE;NA
z`?L2>nzwr0u2r?qC%Vhs-1Bv9e(wKDKZ}Pg&n`Ig-@W|y*S*x~vDg0j#;>}Y`ToVW
z$)aHQfwPj2yF!b>YGsh4H>7bW<j((jCVidbvt^DA0{cF+>hEEj`1!6<*K9#2mGyfj
zxZacddBS~L%ld!6Pie2e<Lsy1^Yw_Ze~#_+ud*teY-Zm5SO3yGKFjl|+xv*kFV7ah
zYMe7I4jd1C3Z9+@2kYEk2BxFM<(FsQE9qaJw^-0uscy4?liZ<o+t>fzr&Juf>G@rb
z`N!|q&Trqir|Vyz$-W1y`WgS<ZoglrtN3Q$;$t`RtJBZNRLMhk2`0#}IDz&O=ktPc
zWR5qBn&6>d(XBb}_W%D^ZBuqyt>x~9Acn6eW9H|~tNZn``jGGLhA??&j_ps4yqAMx
z#xa2%)N*WA(~bq3p~KwR>*Tik-u67cM01lZ{<q9dE551Xc&^xT>va{!ZV4YQ&EEC`
z$<-?F!9mE<SPI&?7@KDGm<Qy9KlLmVHZAV6dbL`s=T}9JlZF3@jQth99EsD4V72;F
zkbO2fpO=A3gadt!3AeTiJ98%P56Y~3#c*N0QIy;vMb_kB@7La!DLSE8y{E;d!O2tp
z_l@J*D%9Hxj_d3$F#*Mx0LwN-&;U<C(50ndle7e8lo-~U*9XWidn#}(U28&BOh)~W
zhwbL+^D3X2awI-gy;ia7yWF?+lRwO@`~A=CWp(LV7bmyyjX{^7jk-5!pkdX|Z_;wW
zai!~&;30Qk#b~?hUEj@M5d{I3Yhs{cYwj-|8;~OmK!bXZ6K9*VLo1gEH73QD(=NvE
zxj>=8(g;$m(*klIs0g)YZWK5)*U<lEDl9NyGL8u^Ia&ntWG{gmuW(Ut*|@<N)Ebri
zJS7gTcvlc$nbzmP@$i!3S#DTzLsXMP!?GXsyC2`u3BU0on1O+T!PC{xWt~$(69D9i
B{o?=t

literal 0
HcmV?d00001

diff --git a/bilder/evaluation/groups/lof_groups.png b/bilder/evaluation/groups/lof_groups.png
new file mode 100644
index 0000000000000000000000000000000000000000..a19ba1e7171aaf36239a1fbf58fbf728fb94fc7c
GIT binary patch
literal 69858
zcmeAS@N?(olHy`uVBq!ia0y~yU~XYxV2a>iV_;ygI;wG-fq{XsILO_JVcj{ImkbOF
z44y8IAr*0N_HxgN4XynD-!IK*y3aa?NsSH(J>p4CLQXCk_5vGx*IW_!>%7XzDNrhZ
z<I1g5Z!PgWld)Q9*|DtP?Ar=k*`_E)m~P~H#JVxLVFq`XlZwidL#dN|p3U0%XMXwd
z+B?PP?9%7&y%zcVjOFvqwa+Hb*?e#7_ka7|M^)FK+pQPs?Ck7(sF6vd0Tl%la)mIq
zh(0gQlVA;CKtVRF3{FgpC_(`YtXd(A4I7+f&*v^?;97u!96WeX1-KSCv}!R3gsphI
zGgric5d|@DbfOA4Fp8`QU}ZSORcf=n7uAgoObm*KXzp%c5?#gM5V5fD`L;k*X9qAS
zsIZ}VC18P*C<BM~m5+DK&>YRh&~gOD7a;kN6-*3?tyc4HyP><WVS)sjM;sctLKzg+
z1RO8EjUKiP0z%B_VgU=e7+OSMRpd#d2P}hA61qo5R$%MpvTn<{sr35V+Ru4OS678@
zDtLJ4hWVDn!)!OVWKJ%WZQaopBQCpVU$3<JsXIH1lkX?1N__e9#lzdXJLm4MtGn+m
z2+R2Kn`1-o_nPFBrMpjjxAHml_U`WRY5MVc?R>J6Sh>YcoSLe=bl<*vOSE#l92)Qc
z`?md4tA34R-Ji$u-tqDCuUxx!N__th*UGoq@!AI?KKvHh&nqac`XEM6kTpq*LExB3
z&!eYH5A?}e?-5_HZk^st%i?8s3XjVgRepMsXfCN!{PC#xX?6Rbo-+*+odR1mj(9JB
z%Uz_nE^!G{;)hg^^@eX)U;KPNe>#8d3+GQqg#9bFCw`uk!kovDSm%4u?A~YV?vB@G
z6W^E4m?GWjU}0jS!p<i%;rF}U{&gRk<vW~u<Q^aEogBG2?WFwQi}EK$!($YM)%{F%
zKJD7-`F?+mV$Bb4CXVLk8Ch9Exr@)9J!@H8^yNk1&j0^@Kiz%*@47$F%=b_H_pi?K
z@0ZI@`TsrOf0CPDJ^Q<iylGa*Dn8x)Nk_SEZp{wAR+WB!p6=`G>($$|wwV?@Ud7<x
zArrENY3|&)pT5`s|NiNMGk>Mk3+IQQPV4(;F49;2|L^_(cYm{19gqKeHU8x7`~SWz
z$~F^<vx<#x=2f|Ar6J34yhrl!-Zd}upZ_a7Z~MK%p6`eI#)g6=PFvUVdtJR(y1QWI
zX%A+n+MEC1|Noc&^LhQh^!G>YZy)5Y{j=i7z3=<fx8E(BonG<ztoiBr|9{S}mOP}=
zzr*3jjpY7H<s_44*|IBFuAJyKzo+rO?)&cGnYj%Hp8ZAZg2EUSbW-0JzGV$m_>ok9
zxAgi+ce_u5lD1V_!pp0xcTZ=%wX=BnoWf(0aw2;kiLTc;QJJeH$*Dhg-TFio#)ZFL
z>E>5<e`i{%@2kJ(L(`wP_y4VZ!Oi86A$;;_`s-b>J3?|)7#IGN*k1WLZRg)_xA#V0
z<GB?7?`iz0rPJfIelhp<z4~$Ue4X0=FaH0Zq?VodaHP8@Va~Gu0#fVMK3^(q_^@*M
zyh;22z1}~q_V>5Sn-BN@=-&UqEj6QlP2}VL`ah2sEw23X;{dyzg7<X2sjF6Ld9ph#
zlb`XM`}8M}zw-YVl~-yA)M)t5w~Mv=zVrOao9Xl4M%w-Pa9B>@)%wdXB^Mk#==gL0
z|KIjIU$5K!<f6O$*JlYYE{MwRD><#Z{lv`lc{8o51@gY^7uERp*#4jMv3~jaRTF<+
zU0<gf|L@cEy+38D_Pi@yKiPA#+DY^MKYicdKe)4LXPi}h%}3Y36Mw&L->-Y#_WPU{
z>z7&eJoEqm#sBH7>~$ait#w~#wQKk8y`SrzTi^fK=JM+A{L*WYpW4j#9F(3`{BGxS
zzRlqQQr2Z_mLJux|LGkl8_In3jD5UW_>1oO_jacx{jILQJp0}g+Y^7!<o<HL^F*%H
zZVDg!wVd_W=4Mv}Rka1IkBxUSG1J@efa&J8+}VHb-v4`dL$pz6|CfjJ4s!if43T2~
zH$nYuONPvg4?F+=od18~_I+R1-kb0|=Y!0*o%=kp(>_Pv|26IT?Ebnhi$AH?e^S49
zdh)No_p0B2tyzC~<Clt`r{mup+%WI-e1EYk?(J`4>;Ha@Q*-|t9v-fKJ+6A~p4YMO
zPg$~PU*G%N>V@~+Nvhs^<TLC3eV$((An;}OywAq-fA)m`k^lcu{%LQ1&EoI(t7KQr
zl$-Up;{Wga?|F^6XP2*j8}WMI?{~XXe}8*>>EgwQdsFuPy1M?`qwx24&(GPBCGPp^
zUH0qwpQZ2rX!|~CZQZrR@>P@n38V>~k1GGb8uK{RJv1Z!^WXRN@m1B;d+l73&2HGY
zedYcA{rz<Qx)06ww!Z8ye3dS%G^_5#h2#JKoc}*1I)Crg?(HQjLjPyqUv${lv~S&>
zPp1;!o@75+(;k<-`+CL2^yaJ;mpM%KZRz*j|NrxO`*<<^xHnrh-?~dnNjcqayU+fr
zR^v$)PgZ^LN!95m=KsAp|K#epud6PkcgFoTK5wJEkN;~;mG1ibzpwXxlPP<WRetN<
z74w_(cyHNF(~W)>D&5ncP<gq|?D~Yj+J70l|F8f5OaJ|y_qFe<_dfUjAh&h@CA0N6
z4?ifDQ8@GM$<tyHiFFJP9xfq!n7E358LiZJs(PW{`}z6#?+O|}1U}hcH~JN{R$t?n
z0+02V#xF1Z>!Z@n%y?KUTVr@#yr%ZyrNi>CzC4-iU!|}8OKHN}6YLzK0bA!V1>acc
zocYDyQQ@}p|Ch_>e=|z_^*^z_Ue@vVhN3FIxsxkzrcQs_W4QO(ifVqQg)ePi?eUjY
zT2t3MYrRm-$}7`TZ0kNvo?j8LR)5B?ON;eexfHCvX#Hi?y#Hf{S?;Y3tcgudt&9ts
zI{(eJC_JS7YX5<!+$~m5zTW@$_WmAw+oq2KPrsY*|9N)ad=qP7wlgpNK)K`P-k7xC
zjtcS$AuDRmSKl+vxv`DEZq>(ES64qh$S(iIZ>|2lS&o-JYkqm%ul?)3)tvxw6|U~`
zUe>>fZjZI!aPYbITspob*5zt+#@)aFPX7;7h<?no@56KH^SAClHFkNwYW2EFTeGiM
zZJhG<g1pX^{Z&i)@0_^0kR|!@`uO$n{9h;P3bf6QZVY|s)2K85ceqB}=Ct1L%CqE~
zrPe1NP7>w08vcuUq1?f3^WH`k^`;c^wk-Rbv(E14jg86o_&3jDyz+ecz4=+PHh%ML
zUcOvnKkeni@4^g;=Z@>gFLLl=Y?zSX(72_i>AzCRpC5(q#ob%ChVT0{^&WHmsVSQC
z;_BKw;w?l(N+l-yrCg8iHGRBDU!g9|ss1RB-I1@3OZ8d)br=2WUTe?p^!i$S-QUWr
zK!+9lzV?$pwb%b>|72eO+5Fz&VEgOE|K9)q_ufE&tJ=}8{jqf3j)T8lBji8Ly87qW
z_5FHWhO+{>ZoT&YZGG<}AAeZMjO*$4za#zC<s&w+MiwM8Uv>U^ZMyy6d|9q#k_xsp
z3R`x%%epO@@Q9!N-1ntHj~(L^OpO;va>QN?4Nu?u;Sl%UGc&T*xqo22rDk_&^TLDT
zQfD8n&^L9K{!?lbuW;q4rQOF){|fziju$w7#V!ntzjpQftcyRd*Z&RQ`T3l6`@zr;
zOQSanN`3z2w7vR!UVg;%V_tVEV`r&eJhP;}Ry?+3;`jT%Hm#k>dA8<7>F>8*?VUfh
zlUDuvw<zFN-k-{Yv(8?XSKT7pa&-5rh0f=<=*fyMI4m5RT)XqibpNwinSZk99+dCp
zx~kW;w7Ou%o?p?w#d<Z*UdeWQ|KZ``V;|S#UOAufnm_qgy{5*i4Axxjs=gKSDOcv(
zU3p#4{yeXpG0@;z)5evb4}Lu^-K+TD<9x!gvjSPSFUa$lx_xnXly~?e@9^dLtOtMV
zUj@(q^e*1G@|W}Mv`tO+(^$oIFTdYffAM|ja{l@shb6W5vAvI97_>e$A>n}Z-UX3)
z@->UY=AAQjI-=&BaqIlEF3zidw^ye1UY>vSV4Y3Q!xc3QcT1M$#mx&?Fh_)e<Mhed
zce*z+IU0O?&h?AGV6DlFw-=_T)COLS-%u>;=y1YRUhfCf<bNAZe@o!|{paIx`R|)F
zcZ$Vx914w)J;<K_>%+}2)n}hCbzJD2=-4jUCVMdZTKqfvZyWnPlam*RoA_*Yx|3|@
zILYpfPkhmrr{0^J{w>tsu3vrgv{74t<_b|GyG?r!q*V)^+V-}EX*bjKw1v$ZmVRaV
zJI`DG|544`F`FN3)k@I3qMhL)%hh~qUWj?C%3ix()>_Xi$`;eZ+b?R)vHfs>`JO;P
zZu+l9E1ajAO0Rf(y}puX+wBb%zVVrX?XKBw(e2$?VS(+YulQ}(-D>5_|GeH*^X}!}
z>mU5tXt4iSZ~9pW)^>|_#_3Gw_y0M)zruc1iglC2kA2_wo|jgdaZmrpwwnzGISbXJ
z6?nF--|)}d(eTZ`uTh5;%zs3h={9|z{x(vmC;#l4*Beg7v}-H$Fo*v<r^v#wxGG?u
zJ7YB~gHtu{%7r{49`U{*@-M8Wc(+enw%%ao`2h2&M_4#6Z`LYoFtFIKJl*?`_^b`P
zn)zR>;PJO}kl6YuZJVX$&4vvE-)H#mXxl6Cy2h>k-h!qDY4c1bPqJI?_L~14_l&nS
zKaaUDY%r*hoh2Hy;?wqslj$5QZXIVlRI|w;YWcRk?sAn!em`_bG_BpSbs8t%{cAb%
z`Ho-9*~)kQ@1N)P?{B{TqkUFRD<$K%ulyz%vGp$%X1&usyXl9dvAuNUiL$~E4-O_q
zp3B)7<Z-w7>{RaV-#b3e;TOo78`xdV(%!=+Uh>KG)U|L|-JW0%g)6OoCG!@4W3G#N
z@imqC(6wt}`7WJuiHG-cv$g~(8-KA`%F@CkdG`5AS4oi#!3+vpF7v-O3R18raTjmD
z$jV$|k^bvm^TGHV%l+oQ;=TIuIak_b<@-Df`Km9kIhDD5?z2!)c8=!#VXrp?pS4Me
zj!=lc`}3dB?AN!79OHJ`9o%GfCba$6%R}7I5IfPfH$-dAkKcU1x}{zuIlXj{II}`T
z$&QP)<=3PY?R@1|ou51ZdLZ(pdYAm6FQ?R<XXp#CJ)fY(la&?_zwUDX11A4nF8{8r
zjo#~;XTrSn@P{krT+OqdUY0NVbavb8%94)N$ENB1S!nlFJm}JUkvXNQ4{O@i9L*Ky
z5~|zl`Enj#%Pzy6_V&73&NKXNW;29G^!)vGegC(F$lA$v{eGwWSrmBm;-38WpU<D@
zu);p;ML?Bo(E9d&JGNw8T$C7jc!B;SJMX6RT}8}JVpC6|hghw@)BkISzRB^NJ9x2D
z>lf1k{muW3u3LTgXy5trRQb&Z$JWO?IzR7w@v3On)e8$dtla(On|5U_=UaP8Ig2l`
z;K%I!I@{MVtd#VVJ+@?jTK(JX_|J7Subr(woM8Mn_2T^VE4t-htlv^~|5wlqyLN+$
zTu}OK_g)`qoNXl^Y<h9JdaP$Kzy0ihj_Nb&DT_Dp)XCm_XPQ^@LaXDK(TaAaCce@y
z=HYrG0;}3ym7hKG@<Mp8>D>6G+D&ZFH@<ql>qgJH{wq5dOSQjRzP|43>bPsw=jK>S
zYFlR6a-|>4KFiKgx;f*o;DLBAyB!s7yXN=FSWcRC`E~tseU-=jnxPZC|La{}wd++n
zYf7!*^{Fyn<-WAW8Bh3k$6&7Uvelp2Ht%cA65n-b<$eRdNxRq|`-XqHx--ivB>J(_
z?V?{=iwhs^3~-pS??L}RkL7<?{&IT$iS7A>S$vXLA0B;`9lJNA{r#&6sb|gDf6w{y
z?{>SH?tlLOANcPj1y^P4Uz@8|@&6xxP1W92Yme<>$}8Yr{D5D!O7_>Di;AbE_;2yA
zn)@$f(ch+H>2}U;+?*{|@nM@6T)ler-knNWtM%^NLfv9{B(Hv6x&N#C{0+J4CG+<G
znwYEpsd85!8|xua298c15e|(B`)*cj+snQ<?Cxc)X8xxuY`==sd}%el{%602!j)pT
zwFe|?JoTSwEnemzvGvsA_p>Zk_dF}^4|L4uZYg}M{3GZ^eDt<l^+VsHPnQQu&J|xS
zu$p0losDtU*3%EXixiDo4kjkt{3BTN(&zk!6}|f>CEO@~S-skocOu{Jwg)k%HEIuq
zNuFH}Y2RFqU-$W<ou7?37suCKU)Z%`1;gtlPM0VDTCr{Ryxdb||8G8f)Hd~cpbFPy
zt4+%DU42SI8uQc_UJ&1UD#NNqm9gdEn;g536SIG0uG?oef8ncxb_)cgFT3-G_EnjE
zu;rSvnu#HCXVtXdMnMWYzE2GkFe^X0{>J_NK8l|}qXAi~+drSPJ|8{fQUCuR{lVVJ
z?u-kseZ4&Y-<9g0obSSyN=n%~ub9adyTrABMJ-3^x~_M-mpZ@v((1f9|JUoy>pYfg
zr)3?}50~8)H1A#VjD7qI^<FHzIq^#^$LGqAXP*hgy13L=Ui*DTvBc_$|MxwY;~$jH
zi}=ubW4-hCs~h$nuZa&SI@^3^DsQi_{3~Tyrj`2p{{5?;6?<X2&)3*(mY)A?k1!r8
z;ox6q_UirS?|0wVg@1c<^Re!SNAFKAFI;T6w)h7ZW6RGy7R$5cWfo1}_agAa?hR8p
z4nK;098=$Ov1i|_brasazrAv%@!6K&&ND)@!`~`--u*k{;y%Cj-Tyzd+ke?~(JJT5
ztJUkjg-yM>O?(^w!nD<ke(iQ*S{S$b+~+G7d98RN>Mbt%Oq82tcx5en$<*k(zputK
zXmD{{4O<_$y)xkb>Tg!3oHu`}%9r~6ves`y?Mtl_yBa3`duf_c7TF%3Ep}o3?fmt>
z7Wdh4m;BrKEwXB_`Q4Js8~!Hzt-ccKS~@l0YD9R-Rp;MMt-iVCRx(k^#+(XYo_~F%
z<Xbi0O3Ouj>7}~+_wR4MAbF_fz~$@V$&P=Y*x$dxzsq*QyNRp+F0<dIbXPv{ywGBC
z)}DX`JfaL7r!TC$6ZBGZLBhglofi`{=Ju~RTwF3^-nr$MEPZbpO<h{PJjM_-3OHpN
zQ=t6|*7s`j74I!A{T`#swZK7DgFzsyY5LCNg6kcwyqbBC_lWzSvjvTyQN92-E{2xW
zCq8+stN{ukj13bGI5Y|_Xy9wU^w82O=Y+i86aLRvT8&E<iq;qQ2o~&&VFFna(!<1%
zcyz}sY1hUs&^Thm_2S1M(~yQcr><jgh<GV@;4j*UYseaq)?M?Y-BCv=SCp_a9P;XC
zcqflK#JC^{GzNO@>m3V_#fYI=ho#yK0%27w1^>}37G2HY5V3LH^J8cutXi>*4I3^g
zH~dDoID(boP*<s~c^~TdZNN(|hL)*vjCbtOEItYv9bWT#XCcbautTF)ID^8PFB}j4
zp<5ir*svif_IxjTNbF)_NL=d9@Vy_+;*Fre*4I^eGH4-jNtA&@SNXxx>2Y1L&Y_`G
zedbsM-nxA|`SvWSD_5>~I6F6&l$6W}6TH1{-@Z7vUMbbs*w~G^zPwV>(o6U62X(!D
zS9j!^*Zrw@FZXqir|j~%WwT}+nfLPRO8KvL{c^ThQLZ_=FD`cPJ{B;^aCNRr|GRhZ
zZd}jKGAMf!@$&WS&;KS_srk%!@Y2e{V#XCs)t58Yu3IN|_1le&$(?tTb92|exZf$P
zE@b_DhGDXe{kJb)RLag3K0a3Y+`95pO49Qy>CZksK7QIN?W^V5e^-9{yjrn(wXkh|
zdU|@$@-OcUU(V1yR$O&yiRV4z;*1Q9ZQE|e7cFp@#Kq7uEo=6kDa<X?7Ckp$=eV1}
zEwJliXf`W$R;KsarwbVzGG4kj80>CH;m~c?Zm+y_Q>@{_Tzy6-^IJ?Uc_pkIcVBV|
z?7A$bP_kUtbb31z!@{NVj7|+3B>1HoE^K<3W|)3rg>>xJYfF;F6iS|Z8@1$ZVdc2{
z!mI7V+;vxC>_AT1$HKwr)No;wV5(s{-$Lowtzpjuc3qri*^*asHEO2w3%6(xKQud)
zZ=rSW%AFrTdS)@TFeo}?-0Wa*5}R5m;FQ84+wp6+)=7{?o`uq}Ck1w0o;vHaJ7dFz
zOVb$?9XJG{%#<1g6iNh~7#1=IGCGwn>Z({>yXn*l>CWztbJUz)9GiaSl^bKjg`n^T
z0R^37&1x@yM(AiI-wb?WkRB)r@$J<pkOg82C5yEsoyvCw75~&=5QzFEqyX~4X*ZX)
z2|Np%1(-NwJ3#(hk-{-IE4t^oiKNqVy``U+v>61VxVQwET8>s+n4q{NXGi3j$kZ#n
z>!PwR8FCBk`m8GHWPWRsB58(~Y&34E{{C+2)6>&WFLZ7Xx}_Jf!69s2%*(&Kmo9aE
zc6PS<?{9A>`_48y`R3;4)W5&J-s{>YZI<)F?(*W5D^LC|FD~Bv{r%h9+pGV7JN+uX
zYMp8JwTk+vywlTkFI~H)R<%!5JFKGY;IFw>vrqMkFmUvy{N5|*z#$;^*l}{nwpPoQ
zX|k?-#h~~Bh05w{UTqh8x2160eX(k**kj9BAB8W81#fR{H7b7>;~yb^smWnS>FcnY
zI|`Fm^-K%CVO{fM1AE`suV3XD*2V3$Vr~7&^l(?{>y($5mdZ_OyZZXv?JGHp7#uPd
zMIB&MVBzTgxPXyES2|CuxUC12ZhfuN7@f-Zu|SjWR-wj#g?{|<$2Ku8OydyOi<u$x
z@5RN%ac=%^YbLyT`O-60cx%o+hZT}e@>*Y6UPii<-&>X@%*x;-e3jwQo{-D&(@ZvB
zxq5YK_)jO1tel)F|NhmzeEU|{rL^)YqrfxO;5SY=KJw9<_VC`AVVA!$Ni-$-S47cK
ztux2IY<zNRw}JHK=enV9nvR|lSjIf3{$Zlzp%R6VjLQob%!<5XCcfqB!lhhY%N!)w
zW^Z&odSE6fqijjx*v!o#5XBbG_j$=?T^`BO=iVTnO#`Litzn?NqU!v@Eqv`(3Hv)@
z(j4NtQ6@PW8V)b?_MKXo)^OocH-n->L=QW!L&nX5%`=QskQ0-`3%BTo3%%>6a<#m?
zxxc1ig5u(LNd-%;^9V#$aX=I7l%sPL7lU${q|qz4Xpq&R*{LU1Nauq1;cK@>NIKbW
zKNO#xot>o`Aphl@-S0O&p>EB^99PY<0%v|<&Hkgfs^9)!Mb^Wa3N^1X4ELY8vNE{+
zY<9_VJJaK#3<^9N%NXDEPdpdy(IB9}!tps*_v0zXmXBY$f~6FC7Ki;yWjyp}Yge?8
zLeJ`mx~GhX{*)MLhWaRcSr`!h>x%RCnjMe2w4c0OKEIE}NuFzSuJywEuWb&co}N}&
z`g)tlE`hV45v9c2em|an+seJpB5RSlS)M2Z$7Lq#yaV9!;l;AaOyIQ01TA(}ZAGxe
zq&Y6XKcn(8ag|?H+l4K1ZzcsZDDY(DUW#CF0+ke(6B$tpxW&2-FWjytF)!qMUGw1}
z`_pOBc^~r(UW(c=I+YhbU6lsXBpQ9MZCQ@>L$`ZN#9t&#4K%O25(UcS+jO)ZyM?cv
z>Y92d<MbjUP?&drJe+H2-15(6zjHg^QWxL*4fp2WTK>#n*?Z>~pK7k;u4izVp)Rm(
z%a)WCYo+sMy(?e7U*-GPuQ#g=&P%OYwaP`_Ox=IpnahXv&Db~LrJ;dALVV;r(-*dU
ze0){)p0cw}UfRpw-qtqBYUzvhyOwQCubSw2e2vqJV*-ZRuQt9Zn<}vR=!?%LX<z++
zH!tZ+`m$Nd{?>Z+o9ET;{$KHb(!2E2mTC1LUdx{lZlBMQD>i*jb!SY;Iaj~gK8C++
zX3w~K<FP}diYNoeXO=_1-|f~vtbaYWeC`~JLZxl{w_KJtPU|TtD?7H$)bzr1wzmSM
zOP4R<vz@<BMwL_VR_7~kuSo(6qeV6DsB`X{6>8LJ8+?DYyy@fHSFfgmD$S%LYwQku
z_4ssL>S`#Xl4r+-f9}7VRN`M~E2e#A*Zk|fX}+%8{N;wLYjY;m#;G1z^R4n0due(3
z@pt;ZypyW@{=axBe{%i2|Di8Z&snF>+w*PB^;!3v;>wOz_?erTRh{>lEZ@C#{}Z_L
zbNmwd62BFso>;Ma*_jD}=C?NSgX*AbOOmH4E`C>Y5+oFMXu`#N|Ke`$Dc*eL>Xnm^
zxW#r08ZEizC2cfo#)dg7azq$77@g7&@(5T>Hv2d|`x&S(FNT&%NY(2-QHc|<wE&<>
z7h1v2*!H&N{k0nP`;!z^oFjVJeZh5XY&*Zeu8W{jRomf(UwFfXx!aCb_=y(>&a9dG
z#$r>j-?uH#qisU-{!F><;rsW<jWUUz7*+-+@B0ib42gzvCJYNx51&msHzCk`SJqn3
z<2nv6&P`8&x@js;Vp;6%eZSHwU(Re#;<kS;dw<g9b9;@p$+9VjgQ`q(XqCB0=h+)@
z2{g6$<=u?acHk=cX8VQSZJzI)Pskkl^Jj(q0@cDF4iUF4BHgZDai6#8{SiS)nHQoB
z20^PPfoi;6JkY|1MWAZ+EVZ4RG#y^3r7=30?_z3s2WmfLMsqp4)hgJ$ZrbjBxaG6b
zQHu?qS6?cABblsl<uB*;wbAOJ`LCy^r&m9>uKKcKP2Aq7ur(2iXV0Epnf>APGXICS
z_SNpziQblTV=LS1?me7bEm{l$QEY4u90E)&(|SQ=ootJMvm3a904ms^1)c7(Vkw0)
zUzYDrtaW#H=VCbA5U~AS<o>$7;f;CsA0A%(FS@bda2xNv?^Z<)Z$;I%p1HHL_%3VU
zOi&4GB>}09Jge-)x=%%viCCVA3^~@jjRBN&!Wu3>Sd53>>=ILU-jRRbZl+!Bt{4Bc
zkF+vAytlVH_4Bi{pQdf!<7(o(qwH-I|Gz^G0S`Aq>uYXty%KSk)Hq{@jF$=Ea#L4Y
zP}0e$h0lpYp+rGT(y4q=7l*?Ozk5kG%TEflrE`d~<nMa9?219)Rn6KHE7F9%&akiF
z$6nnnrt6jZ|Bz8jqO;#!*Wk))JOWX_L=|-G1kB#-aL(ehc@f*OkA;ty_vC{I3%<X<
zck}(^eJ}GjeJRTOoMe-6LSR>+=4#}6Rt3})163(e*@p8jGbENNTsgDADc(xvm5fvU
zju(%PcJH-p{bz7_s&;tSyL?%*_6;jno|JZzn$!G3Z`P^JpbBd}L*mEA4IdY#27Ui>
z-C2Lh>r1znKL2CC`HPXmi3x$_ibp`X4b-l@8ii<KZhjrLMse}Mg^RqW=}feKzsJ~g
zc|ha(ty@ED7_K~AoPBN0$A2O}E*ZB}l_$>M*}d%38cBsMU$h+}Y82Mk{aVuVsxod>
zRosM){P&cczfOL7BsBh;UQWUv9!Z(YDKAq&g|@g8!$Rp?<Rt0cW)O2biD_Y6;0-0?
zSubyI$qYWmx;|>_soBaBZ1p$8v`WPTpN4~CD7az64~G}=2Unb9Hv0JP`iX$YCYk#m
zicgz&_Wm9T{#i@f?=!aiJnnpF5<_Cl(NEg^0?(FD_S7_LQCsDDo1x{R)XZrb$BJhu
zE}nVsQ+p@d_Bj_so#HDVvgV&yo+Y*|DWl-Vi+6W-x34u?m9FTVam%PKpIsm-3zV{t
zR$O3cnZ|40ZCMPi;?!g}Gc2@@N2=c*Tk;CHF)y4JaO3x->HD5I&f6EvzJ1DvYz{u@
zt41$>3!Iy0YrU1Xb+?Ar`&o=m-v5~(1&8PUn8}J;-e?rfn5<X=uJgjziYh=^4F<c{
z{hM&{^6d2!cNGRJ%YHZ%e1G!3bIQl0FT2lcU~&y+P}nj>4w~bq9Ig5C;^Muoq+N}<
zLF|%F<zDK4mDxZA5hA=VI!J{7tbG4t+MKd?Qwz^(*f)VXW^<VZm|7SXrYbXW+-$$#
z$idjc=khmpDni@M(!Wo?=S_axF5j>F=V$((B|Y<h-9jk?p}m6!sBTt{yPc<weev6>
zd#reu$TI;e(YdF*y+CDMETj?Td+G4|8O|Bt_C6mpIb^K`m6+ab7kbyFaNK?Ab@u6E
zP=Cl9N3NWtSh6bDaNgw<j=8(0oZ?=?;E<uI0ck8dw?R5Xfs*E^#WBf-t4>sWb63&m
zf?WLXU)-*4zCHQvM>|3p6t<M`Laf5yF869PXkYhxo#4wVg?%3`%L_;rht^o@xUB)T
zN3+2VpDj5qDIBNGoGV_aw+Gz|?cjK)dGiaqZywY0@~uoQ@1DSVi=ql=m^oH2@9J6A
zU*_;XapFQb!3Kk<)k4~g0#R0oLVud70N)qB6U#Q6rSkSg$L%@l`+%XvuT<6fg<l-B
zQk#BcLZH2~MdHd6FFr4lEqLQMadLHU!-p3a7jH^B$`!e<X6Ko?*4M4Ce|vj7^>7>S
zrn<jXGc7(|5eWJF{maYCsSgjeuB^|$_2qZEXK?W3@MSx9MnYE+NtfOAp04-x+(AKq
z#s-6Vags}+UDLLnD6=~{&vdkcBVzY|Rlom9>rKtJU_YB`r(^Ss!=%n<ezB|mY<@rH
z#^j|}-P$h9-2+Mo+~CeKwAx6Qc$0g3n=Wg`%L^+GT)%crO*?$ulwZGsC4E{?{QdpC
z`oN5Twf_G7TefVec-mz4PHA;b78{3dEhnV=2g<qP3SZjt`S|#D2^y`vcHHjg44ZE&
zkEfiwe`cbk{LINGEE%23jhLbBRxW{O7fcWGER1Vqy0fqL_a2^khi*^b_eC``CuhoK
zfBU=4d-hg;uex~%G~LUvqQE@=-ky+c27mnyHC${z6jSz2X>Cb1$a;2YwmOw$SM??1
zeWSpf@@LO{_OGAHvrxJfQ~+kJO+ME1@jzUB(<CbfCvz`ma1+>_Pk^m){ocK?X8HGY
zrpMRqwE1=;SxzPE+xo3rO{d<y+>>O`JcD20*Mph!B1^<$p9X?TMt4{)aflEr=CJ-&
z=JC9E?!tRDpH};y%HQ`*y7K4zeKB!A`@-9%WzM;#@%Wr{_=W@}=LiE$V=X3VLq$|U
z#?oPhvs3u`xVL9juY6CJ{Z;vNYWS(Q+wbei|NGGXR6G9XsSQ7ytDbVT9<*%X7Sr)y
zOpa&^$h~y%Qf$gp|FaAWm+CWun)6$7To@7~86GOj*SdVmxsxozv-!SxblmoLrN_R#
zY-30~xP*n{uBYXiw1x|FFC4A#Gj2DyGyk8BldM(M&D7~9*F<jKlej3q@^ti*)$xB<
z=|pYO*!se!iua$4bL<p1<F1<x2DhKTQ(E%{9L&)2*`OVg=})ZKxz0}Dn%|nK7azN&
zhb*a%Y&#oibF(n$SKl{Ihm2*m&TeN*P9N8LStq7&=D2oRYS+g(Y#fJcmu~n5S|V1=
zp1<p*T7GHZ-#16a<EJd2Uw7-Y$S>`_wyOdywz7V+>`bOuwxs2<D41N<O=X27FqOZH
z4juaf>YRTrx;f(>`=QKm|H+!-{wH@Nx4wP%?p@FM{w=Z-nfc`=M82P?I=$x4q$W<^
zwhakElN3wTRV5F#Yyqcpp7M3)l&`$G*D4-2L+aN`XPfD|(P{@DF5oJgWf`-lV&nFs
zEpjh69M@Xhn(e@_aOpHiQ3~#lo)i$PnHty-uw>h|Yrm}vAGOS8;9WVDXQB1V$?wun
z3herv3T{N~u)o}1o2B{RSXS@Vd;1mh+us`R$hx{JMDm-WPRwjZ4&ALR9FtiO1<IcH
zc-(I%P<3h5LA#Ze|DN9~S6?0{R+qR~dg){S{b?`1K74kx;)2TGMNVxS7AP98F*0gN
z;mBRYt*|9fe|zqwzu@-o(F(umA_8XT#8+l^l^y8JRbp=MF<aKZZjR8=5C(-UA@T}7
zVjQb)&!52gJvQ&n)`b@zFZp}yzSQk@Nzi!5mu@bHhzk=KIheT&Qm*K2V{o$mTNJ5&
z_dHX}yPC+J=Ovzui7_vi+bbA7TeTx>iu^&)K-D=$j&9}_=dHp|o_w)CXHi+|yOoER
zFI6wjup%gH{=Z!eEoqGW0<&ID>lX#J@qQlh+-AhEu(v9O<MpdoE{<C^8`qqk;k5ep
z?fcrZ%k!q~nq?JPbMTQ<`24MQ4F=sN?sh7dK4;X}`}|zv@psOTvWT7tP$%FzLyIfZ
zp<l*Jp8tt9@>@51=4-DuW@hHY`=wt@Zkzks)vbT(^t_s5mtG$}+x>BY=dbD64UkZ4
z5K!3Csn>A9%@*7+vR9p`SW^D`N=y>SFMQ1Kfx7S=>({UUE@tofD&aO~@zThUHrLcM
zi`8!hO<!nV_ow2;HPwsP(o`q?d)TYEIIZr~@l_J%GaC%#&j+L}0S%c|F)4tDb3A{!
zw(=}Yb)R^64v(Uw)9e>Y&KZm4KmqaY5j%KDQ9KSbCKn7VOC+5TgQo|!3G*FEyUoeI
z=-)ao&|nE@U=h^Af461nvqPZ1M;2(b4bqHYbTV6Jp68On(Yv(U#HUJy&Dl*kHYsL-
z#QB$#7!G}tRjPgav2<?9LXWpckV6sNmGa!b!XV|!ro|@`&rJwy>$&A3?vSxKF7Nh|
z-;toP(C&|O^f(p%{4-T*m+#R3W6Iy*lX|=J$D!UB?uHAOKwT+tr%qpsVPUE}qd=G5
zjmvlM&RxjzTj17FF^7!h@p`Y3Owv?XGhZtxR{m|nyTeM&wn_|%Tf$Vsm=v~@NI>g%
zP&&-G85klU(3dTz-kWZkcIV@ZSr>~o{ZBdeeD3*DujBXlW`4aFS>$<Il~s7xu3b?k
zzpLKd*w}PcGE}gbW3h<Q|9O@z&u%^4lmZ@Zy*7#I&~#nVOdI{Ep5^aFUf#*(X^GyJ
zGqLpbwUftsrBmPC*}3v_?u`wOX1TXa-W2~g-X9PgJo!cX*|TRi)&4GfzyJFBc>P=E
z1vkJ!4l4UVL4GRf+%{p*I7h6WR&v$V&G(GG^?q77NQB!PwG@h;-d}Uce$Pb3GxyC4
zy~RK+)wC+l#t-+Z-%p)soPMfHRC~|brQhD&)h@qN*#7;0_VsmN9Rg2p-MaPUsj1p~
zjjA+Q-re6HFQym6A#g00p>hg4$7cb}a6#D6t+=QWcx3W((QIdrwhdu^b1WX}C0xp4
z<GAZNx5OSa+6pOtECk-&-hTe~qfMvvK0oj`uI1_|zgs$8Cw^Z{+SysEy1KeX`S)!2
z{~h8pYH7{aW>~m%8Kj8wy#$HQKt~6Qx34mdo<7o)EI%XTWNyd;ZYB8cn$OB{_va>X
zvbPq9tA4w66KI*}&u6or&Z~Ym@%8%sae2Gnn(=egdfeHT8=cjWQRT~!`0zHDL&i!?
z)QDzi(b0OW(Zb;5eu$~XujTFA_fyYWn|sIl&ehqMuyJy6OK4Qja}$RdvK*p+OpJek
zmc9j8Bp>6+=UB<#k~Pz=z2IOI>q^BX42chC^C669767+_W*xnxoMY-^o-UIAP}ppl
zy}}tqlWv2C3qIRx)=UDG)XyG^ZZ<kv;m6#vvoT=dx~*HUHt(4?Zyt{VPn5iE)s^3I
zo7=g185TxbpGajDhyrIhSV??g(_#f@kG2be9E>e}Evn8hTq2BGex6)){)Y=+z5F4T
zaLKEdEnKCE2gJ_^EW2M{uyE$x-Q}B4Wi&FgC~OfCfp;V3gt~!7ly}9XPO$_9hEmbZ
zvO}$_lt2S*;cKVzB);QGG*h_Znp$Grd9+)+I@;&OLdhc!oQzXAxaGG)V+}F|FhOxK
zzfsDSEus?@O+xi<>AjpN!6VuGtuwPT$!0mDld-~=?Q<{u<!U~@Ds*+w>OL(2J<!O)
z_k*=uzK@qodduMC{hk@tPlA^UGKZ9l7!*wS3>q#(?D9Cg<oC@Y#zTGg_%iQamRgy=
zj>-F(&c;pt=6c79cP(l7aOS5HukXcK_S=1zJfHCK*q4jy3tTpeFmUKjW#?c#lw^}J
zsV<O_L)V(CVS;5#AE?u>qEpP#+sew}?-?HCAaVWnbsGhvuPAj4BjyCkwr$(OzV!FL
z<X*2|%)z~W<+T?{d<*$owqD(8RQ%~o5BK$bwHX;6zkdHV-gmn&qy4+2<e?U^sg+-x
zmGo_;>~}n?3ro3#Qlr2oT%HLSrCiw|I8o7Ln%*UYmlGwPnx%*+%u(4D+jJ=Zj`GG(
zx5sf3Pfv$|I#*kv14*E{7Z#3QX+eh!o!BLc4icJy8H`3P%TqKv6&I)J9a{yOmerk$
zTwXU^*dfT+a_o|;6jRGYA;uO<6()|ekJwi~0#zWd_@FIWCUBL6s*+)0<b(v%N1z~$
zWx}IwDPPO^_X007``^FN6z{r%)|G+{9x*ySc4HBc@)pnJ5ODKi5twEraId!a#Af~@
z<zIODJLVkTCj7BgdZ!q}!ln5Pu%@P>1BZZ=xe_=%I5!vsDK%_}X(%`oGV#@~jP`O_
zG07K#k`Enrl)sOQ1g*Nfe&>!%ZTu90h6_d<42K>uEZle-T1DTmIU}H;vtrK5Q#aZ#
z^sbB2{tcSqss(rXK_iv9pwYN>QQ4k4T94B?(se~8>*Kaa?0zp|x$im`hk4Eoh1q7g
zUUOHkT<Q76n032u^fr&^=-F#xb_TtA{h8s4PB@Q%+is)1EDjR!n-j&Lv9(C&8E7Pn
z(Wx9XNC%p*1J4wSD)3x4<@vEK|Gpk*wQ(!AI8)2JLx!8u8VrIK-C+ee{9(Xf$xFrm
zbS2fpJ0xUerZhG-KD^KS#q;pFuSzK#y-IagRs=43uzL0zwNi$bcT?2hLrU7P`3i=_
zW$SEhZ7*HAr1bgO+0PI3|6W*g@6*%MPcJNVz8AhZ{rt4Audi3<+Rq4$*;TSK{G7dr
z#&q52XMZoBH+xmj-rn=8^nTUrwF{q@iL)*Z2K7U<8w3<ooHK5AY?=Y;%^;5~LFO)}
zDK4IQOX~)xJ7?-*vezYo&G5&}Y2hp8Se33~Z{=!U9lqZ0>hcHI@7~qr<>l2>2(e!i
zvGI_$efhhXaz6c!ps^En@N`24WI8f2Q1Y?ckwr$Jq`PT_&k~n~tX5UlOG^D$UkST@
z>dZ-F<5MsCYn`2)FWtXC|Kr_0XX`!Zr=5vRD*L1p1}<kGp7WURyd&XY)0H^~OB8rc
zYiY4$$<DI<b1Hn_qq!<G46oGxF6OZRage_%wejGKXDkA4*;6*NASw-KH(l#4nP<tz
z`&c;`ogOnVLmEB1=C573Qt<2ZkB^TluU{L$dO|?V>*Sd#hC>;-rBYpK?@fxAUzo-V
znq``D>Ye5rO`dhJyRR`HdU<(yIuA21pFJ;A`WMmAJkEv-m%bws3Xf#z;?>tqfd=l3
zz!Ol~$RppMFPm{RTFo)pacYHcTL5G5!a(sgH@D}<yNMa@U%h%x5W~Wy>*4(~MNq@<
zSZ@c<!i^;p+fq1`Rk?HzOt=`liJ|52VdsZ_#?{^8`hIVDXYkb=e7NA3@&q}qp0#V&
z&Rd)3Ix(AX;jPyTbIo_G=;4#Ts$83~GO}g*a#4qjm*KFsBX~ggSTBbHsN51z=$XQy
za7IzkVTNYkp}V_EU$@n6%(}Yj$^?ITf$e#BXMNXNe9&t1TBBFjU+cRii`{&h%PJ7{
zOB`A!v4D$}LS-g!(6VqSt1@w%X5~0PTmRAxk+&c2=Lx^GN!e;x`^8fukO$Nvzl!iB
zwxYpc-Rk@bhbMDZKZ**hW6=(n<{;r?x%%6|l9Czve?t4p-rjmzJ9pp9RK5R<po#An
z%i5D6LrI`{rD(CKg`hZCWR$lh6(X!^nDT{PUdZxKMvdUQUu#ZGvHbXUgTzLzDXIc&
z>ixeqOwZ+?^o4V6qP7%cOWMcPlj}=&H?3Qzx0%an%_>O$N6-0dy2tsS+f$|lVC3Y*
z$4_~i+XZiUeX)z-P}8ZIt9U?D;;?B7*eKmJ9)VrEYqRtWSx@nCh%$is@Ncs(-MRB-
zr}FhzPKgI3(oL0&T5c-KDU@87R<WJZS<7+v=cHPW{u7LCJyPrv&Ting`mXt@@=k(g
z%j`v`Nma{eOjyE{%HFa|GPPi3q^NQ2;?pIKe?_~@^6qFDr=2;$a4Lq6k%Q66s3mWg
zj!{cq322-t+^FT<7SK#;G+ZRBY_UTm)53S5i)IJ1eK+9DE19Xclz-x{pYQJOc786f
z?|tq2(;p6q@B6@NS@~(n#Pl!I5B&RAryMQ3c-1Pc{2yt@0=y=l`n2WZ=a&neEx1cV
z_U?$z`j_43aX3YCM?$3A)~a(07b?EbzhQVm`|54`x4e?JKkrTFDz%KW1uep}O`EfM
zLAqqz%tMnh-^`2?Gt6EUlV{y4-#gc7+vFA6q48Pq0VihEzF03e>A1O#-t&JCcU~&-
ze3n&OH9zt1`GfOir_}!6?f<N%pf9HIw`kz>dEdX^dj8UK@|*On|1W-?R%I`(T4eZZ
z&ywHrR~25?ZHqYn(&_k{jqj3+!f(e0g~zI|pZRT8Pr;?nF9omt-|{y5^S<i;qVM~;
z4oBRd9(5+`O(AHl$P`t9V<!cc@f)7q7Jl-4-M7s=`(uhusuunE@$tsLOXmXGJ4;JS
zj)124&IQzS>O860w<7yu{OPZ(o~F823|}p^HTot!y{eewcii81Jy~CuI>xUtj$6lG
zwKVT|x~+mu-RDN9*uHT8<mAQW{hs?+vcfK@eDleV`MbjTvfmtw#3<Js>#s{;i)ZfL
zy9Zi4bK$~;2aev88rB=$zI!(|fTQ-uw)WKP;^ilAUZ0~I{M`5K1m~^1m%kR=PQ3a5
z@86<>zx5_~|9==1ENT44BrWvzxpU`0eV~c^j%40hwaru3$|U~x?tT0AE%AH#m9=W0
zN@Dc<nYYAMejfI`^mmQj@~iVbkFS}xeZu*dk8O`XeQmv8Z|l{qM%k~{TzJ0aP{Ix4
z&l{i1eLi*HNWZw3VK#&QvEr&bI|}a^Uw+bV-n-YO&w0P-OT&tF=BC|O%+-oI=cq`6
z^1<VCidWtw-04ZWV9FzTR&K=^#ggkCljq$&B;!=RFNIIBm?L+Q_Dai^^Ls9+&aGYU
zwsi^fL(Ap86AQnZnr#=%JU!u}M`sUc{J~?}o*u8HsTY0g^*5EL$9*?mbKz2dr%AlP
zeZFqN)ebiq7i!JTo*Gy$IMcOT?Bt<VZq>i{ZyL4Sv;lR{&M1~#-fswLP~7(0adF$6
z=K^(){@HH&d^36Bp}$A}gr9mHU$;v-us$4AF~>n>eLNWxAG=JPWz)8@OiuKry{3^<
zqrtgF6W-ax&oZ5^D)8)9yMZjj)!bRCS8_G^WUZc5PORnN7Cw{0!M!*+LKifIy4soN
zt4GlZc~C)bc5zNf+lO`Y|Afu6Dsrm&#r9;oeu-!7S&htjMOi0qe4XwyJ$(MtvJPp7
z3}Mxq;OUuZG6MU)X-(`5UUc-v#|0-YDj#!rq5nw2CU8#qyA|9etSy1v!EUkPnl<s$
z9A+%}kixNfHLt*~ZWqXe+|G6VHD3g8ZZ7Qi*<CfuXQ##IqfT3SncphsGA!KrYI$4!
zt3A7%&M}@Ywe^>^Q`FwSFF4IdR$cf1{hZm}{i)mn$0ljNKg5uDFX*UVM3CemmPUge
zCl=2?5Lg(#F6QOgg<CBdoQl6PI2FIO0ZkC3oLG^nd@2b#0Sl@nb1nHLzlt(*+&$8F
z?UY^18|N49;Yq&*eid_cv$Rz0w-Y%x+dTh9$hz3wWtBxb5gQa(yZ^0Y$gjFQ`^mT4
z`QP{Pr%8x%lm@EBo=JawZSAEiSDyGPU#>m5IA`m+x3{;S-jupLY{Pup>TTPPc~n>b
z-VoUG@A*GJws%!6DWE~guWaC!@+LvXmU~^jp6i4-1$K2tf+JQNw(tnFe#apAc8;@t
z^ZeJ}@~h6wwKh+l%U|Dh{m;+OwjQ6CH@>XTu58_(dwbhb1%rt92b<Y#XXk7KH<9Gh
zcIV%>JKv_b_}wkfn^$<i73Az^KA_2yC{Q8-uSQ{5XdTPwRDO%8<tOvPLlN28*)KL+
zd|(h@e|q`t)0x-&`yYIN>Fn10RZD<v`_j+GlXsn1!aq4`KGOoZgRvZPRWB4zZk@k#
zw}#icG^3VjQOuyaFym&&34uw9H6I$zRGrt^`Q-6*5uF(&`KGZOp5NH`VX7f_*&+v5
zhK1ar{#QLgtCK)2+pS>@2K5R)=MQM!$i1~iGqllO$ApLD>b3JvZZai)m{V0$U!mdf
zV%^*+zGuNLon4vdAd8wNDZ(bgF3erWu+Tb}@z9?JgId0YPIn(3ZV$eBNX5A2@^b(0
z&kUEz^GKFn_dB%=v@V2&<E}|MD6C=rpX8u&@E2??0L)CImWR8RHHY5NTI|T+b6?uV
z)_KOi{MkH-zhs>DHm|RJn|*JQnZNDVDdr}j;xje3A5E$8H%z&*NguTO0J46Lo#XBc
z&~iLc(AXKGMO~&4vpw(b2K~$56?xwAu3OzQukP2&qK`+#tBZeM`p$bDRDHfU%XsB5
z8^=|<9j8|OyS;zggMZJ~7`<9|c1j5>2o8Zl4!uvX^+`j)u~wzWYOdWMUmtg|>X*v*
zk*{sKqk8C>z^!YYe>GW82t>Itf!kiwdNsN&9bUMFH^2f9x{6TOQlUrtFr@gperlJE
zLxyhRH7*7x?_5NyX?4%0Q!5IUrHs>hc=-6LW?QQlZZO<yJ@w{{dA%?HzVOOP{<ZeM
zUeSk_KOFZy5SwTmF9t3MLGyJ|SX+Pr@uz&}eVizouE`+4)Y8ekFmppvco}G%Q_r+A
zA|y1la<$0T?c1a0+13}=UNA8+@o;x{|K~PM_4Vu5saIA6Ub=cUHS+TNv(WKkJy?6`
z%Id>BU$1{c?)hM}mwF(}u5Okc>fHt^8c-V0*`7Jp58r)Tx$_992P?}akR~pmu!U!x
z%rnpbMQan*KdAolBCy<iYM8OZ3%{%e*kS`jXD!qFY->1!!j>zb5tNexQD)Ho9B5G_
zIAwtHJ7|_2+&IcA15IkK)P_b8hXS}3>XjBO2DfcNW2MC$Go4?srzUlu+9EIV@@-!Z
zw<N2dwfB;3cKc+-l*2$BeN%8gfh@8_@8~x|hC;MJ)o1aiGd)IDzmidg9&S#u^giP^
z@8~MfXsm?MuD7R^+Ihkx=l<85s1_!vn=wIbr%}U&ON@xIw=<9#>V8>kF$ETmUS=L}
zqu$_U-83FW$wNnsTkHg`^^2}t*Ow!F>9VHL1$`y~x9rd)RR$;Tc5n+CTxx*kn33D?
zO3pK!7fm`PaBhaOQCZNI!}Xt6csvhGR=Be%wR=tUc0W)nv-tTr-?{mqX~@jWYVSWs
zZcg)r9zXEA?&YPWMzz06&g;FIVOzazP3-Qlu=R1eyUX5siDqVH39a3}bLY+9KHsx=
zudSZHbb6=Qf*NmzmTCJ~;UzO@h~-WPgH!TLC0@ou9-RzM4F+KoGz9Kdzu#+A{LCkE
zV^ZsjtS_JipVseo9R6L;YR&2@e-E_GlUrO*ri^dx;<amiLCZgHzFw%kAiMVTbbbHE
zXP}AGo10QKfAFj}Ub8O3JjAV)(aAd<(P?cEP%z1JVF35L7!sGbFeo}mXnTkp`1bbp
z^P4ecH&f;IWQzGSeq6Wvofl)QVne|Bg#jzRu8-e;ui5>q0Gp!mkG<<sVotI<WW21!
zn%N9A6=bf6UthfSQ^@m-my$B7le2%P-dkcfGss$?vUeNnjj}^w2j6_-kvx0l82h2@
z^?SoWQ;p{LYc}60K5tv}_v`i3x!doC6)5ne@%>%6!cpPNdUxaQsdWr3(*!};7c}CG
zIuxYF+TuS)Lf5{k@Q2X9uUDNvoy$~TvP<ie(ONEsmatDxP1ra#GcRPCk@jw0%_mQO
zuJkiA40BGTFEnbYv+WksJvC$Yi}<<c0$Dg*8Jte<W5C+)^Woyy|G%c$=4$BVLfd@X
z&B5nZT>Z0fH#4~OogvLpx+5(+d$qZEz(HLL_6-3J5>pk=l**M)G&BO$$bWH<O|^<8
z$R7grdv`V({K);a$e@+!&<e|zDqbFG+ozlj7uM|ej)Wy+@R$=k_B<ICo!#o+bD1r(
zU)p*sPN{uAe`3>ZzZZ*)UOJn^G9=oq?wO?cr*;Zs%QRg+T%L*yVN>woKjy`DXhSVW
zGsDd6+nqap3#@v#I&AH!8@H4;6>A)3VpzB|7*RSS^=S_;X}GX|!mL?Rf%S6sbvB=F
zafLQmwzLKrZJswt%E;=isM6Qu#YZdNU01rR-ebP3-;PnWYbk?6#!4G_2?SbBjXdZk
z64hYYvOGmoQ=#YetDo<MGOHqEv`_UXfI8OC8K8{-)NlZ&;zYhqFD8!L`*c4&YW&ex
zcXzg{pS3m-MV6pL#4Cr4XGv>L1%S%7l{m{bK?e?jS*)C4%6=eqs&rHr@yOxE|3{9J
zuio~(eKG6u`AMsG{ldEb1wCgcb}}da{u@7SGW)!~w=X>NE2sC&JGM=DW2^K*Him^u
zi^0JNnk|P8VTwEKcz&QTviyGD<Lp^B>-_AtKT%5lZE(0#SiMSm8$TbP*p_=SQyE**
zf;RI%)V%AJc$-t6!`-w;bmhvvk{=1-%TGA$XK0xiG&KekM5$;&G?823&d)c2Kac$N
zmx#ao<YVclowFGZ?O?ig<x0n|;DhEX7q46A_hrxAxpP^qRUIO#9BzDAWoeXkXUPeP
z7yqs<Ho8%G1$~rr^Rs7ZHz7*`eZtm8sd9_!`AoeDDZ%x=?u^%~ILIxgGhwQBxL2*M
zbELAYWDtXbNuX{5V$Bg~G<}EQP8O%LUt$aYJ?Y6_y>{)?fB*jV<lOC?S9f#U=Lrlg
zY42D#T+3u`J?z|`a!$xtaC3y{W6M}C$wNyT0uHWQyEa#1hvuEP_xImtcKG}LeC@m9
zMaoRq*2TX5`~Tu%_tdYiuHO5<|LfX(->JbJF`z|<Zv20@-(t7d&JdVdnaZ$mX)|Q0
z%B&^rM!iy|USI6CI{Uqnu&vti-8<gh-92del(sgu_c3?xepJ6XJMPJijmaQao7C*-
znZ&pF&C8dD>y+<aI4{7|vb^)8@x3d842ljfj`!I;o^0_)aj_@E!f%0)*{wZ^H}^lN
z)w-~C+qP40Zf@TDe52DMrzLii%irFby6I}sONSTE3;+H9^z`)P3G3IKV-$$mb@@qR
zU})&mzl$#3yO&q_?a$e-j*EM>PfpLSof$si#j97R{yQmqg>AQ26n?imrtQ`F3G+VZ
zpVU|@uu$I}a}Ii0!u7?Xj4iBFjYB0JKx^Gg54CW{#Rr`D8G+hctMEE@H2c3W+b#E7
zeJ2<jF5I{YsjfW#e_#_}YI(}jVz&V{ge&;V;YTBXjf36)pXa;({kQ#oNBMeu{oe2S
z@@ktI6StjLmbPYPQP{%61lriburRgYsewOuCfYiFk|GQ0vH=c(Y1RV20wm@*OU(KG
zoO$6n){uffpd)GWYaUCd{`>Ru@TTsY2lC(F+k0<9VEvAjyYDUh177L_n#)Mx(3K7p
zD~1m{&5d4OukJUepnTGnS&UBQLCh^_w>GUfqj`6RvxKa@6>sX%E>X~4iToMq0v!Bu
zHZz*6eGORJXHQb>xn`Ef*<i3PDf20!)Gg+aG|ED5FF0|7R{zd9!Kr7m8Fa<~U*fN<
zg)cwz&vce>fB5GVQ_IhnQ?`oWEN58+o=xcBd00>=@~Xt*IcPzruG$w4X4_zel&OK6
zzrBiPY$^LCxz^#>BBN)EHm^9N`F2uWU?Shb$}?_}M(q<UTLKLyy{>M!;I{Y9HqY;y
z&nTwwEtH@5bjPU`_h#>(pRnO6>vtI*K1tqp>Jn^yyW$f+B*;7M-X{Rse64V1p?vqL
z2=G>j_z(uCa`3L8*)Nzla<4FR+?;VQ_Ro}{whiCrgnN`ezTsh5_5E)Y+it&zTp#&L
zAubVD&?<qlwjM}RS+8M2Er)EYz-_-Bg40}6Z_K!-wh7cn)Cp@d$h+fLb$WNomo3we
znlAps5e8a0$LGKyVAOsAyaQ<}c)>Je471^a+9psFEK|Ye<K+C)C&l@W@ZBz~|B$xQ
z^6?sMrLEXh$l(8kKu`;AvfM0w0j3sD=EM}`1rA3+^H#g0u-3Vt0c0-S1KWg`r)aiX
zwxr1&TO|Wp2e}uNh%nnWw3-l8<!d=Uzrx8+&RXpD#mDh~vm|ZnYI3Z3+}44rd%Uw-
zM;bpYH@~N$|L4o{jk2{bW6MuUPLGqi&DT6}HK+?FjkQ$>8HCpnR#;>Gw?r~DT>RyS
zd*X2u4(_vK<WOF!wG(9PY4i#Sc}~rz;lmr(?vyi@&t0r){_p+nb^YJpV-7n~Pm5({
zXHNzf@wIzpY^y>*E5>)1z2&m~zAAL}p7Yn&Mw`F+z0`a9sZUQ&2hY#Fzb|&0ZuGRx
zK2OeuRxmbPFk--CtAIj}sLD$R36pOR103@~t0UH5%B`xZTC#NM(ckyjy;%?ON}HYd
z_4Re?qa&S~7kt)hUppEWk=StI(nGY`4>21GYDgU8n&iZ=aNdRXLzSPOfk*6QIWF(-
zFP$hFC84mT1b6cYG#Rn6X-R;?3U%IVTdTjn>*0C$>gwvf4_BN$dv@cxjX~VZEz{<)
z6X<1#2yvKd-?(+_6|Z!tg3o;C8&|G8aa3}cF~6JP(4Uf1QCv7vE)xgip$Nwy4}~*R
z6|Z!A$-7CtcGBKp;E?gM1W&ZHa3r&OE^IK!;#(LuMK9>^hKqmhG7CIgADZDwNS9)R
z!TeCSlLE(zy2B+Dde+}G;3lA@lPU4nyr#|R=f7?1zThn0$a%Z$P>Q_M{<ynsP0CS>
z4F*w*=cwX|^9?=?1*iW1t`9P=ELw7y|Njg3OW*%|K89`8GblC~79w{mnK(|fa6GR1
zb!qpzNyd76P1Z?1b>9F=+Zc^4<g|UHv7p?$Tjus&>urnE*T!fHr=9J}Z9jMdwAS|v
zXss_3baw;B1hs|0tV)U1MW7{ZU$pQP_Dn5lj!joPf*0sCUWlJm_WIh|c@I{Ht)0}$
zE&fcT9#o^9a%<<4owRJ3+RY7#%_ipN?vRDOhfbs=g(Q4=aWN=9USC#L*6o{`8!s>K
zyvXwM?VUR(o`p6>G|H|ZPqwjeoNZ!REw~&s@p5R699P9I!_*r_+Z_Ehc-BR3KKA=G
zJ5%#Ea1Pn^@;ZYPXrZ*Qn$HJ^>Vkp|3F?(k7Wbc+*IS)(>+0o{Q%8f1UWMM^0}bA~
zKVfjlc*BkqbOH({+(K*I=71)OxEfZ6um7fSp?$Z4!m{cE=hgJ0ws<@{H&^<$BiO2A
zd1jT83@w!>Q$jctOeX1GS^-)%@%~7s@WfQ^PzD8^DU)V?WoSveRraOK<Mq6-m21~c
zojEx@Eo4#c?+X_ueEI%8y=MF43w-Z4s}@h2G1sO$)NtPA$!flzCJ9xoFXZpttI{WY
z-d<n5x;lA&)}1FOgM!1w!KI?ZO~%BCZT{wmav&vDmGgzB_W6!?wq}RFdd$i#)-sK^
zSQ$R2dum1CVwd;9x4nbd9bWilf(LyP_vhTM^ib<xKl%LKl0Zk-YiF1C%iG6YSW|X|
zRqgKiYgevRI5&K?n{4&!)hn0tw{PBz+z`yvvV4gSt3u5e>H8DDrO)qu`@8$zH?x@~
z=PWnAHIUc|njc&jzd!EUx>)UB3>THf1+*O4PXCrXyfS!sm9yX9$GcvyJN@BN?f1Lt
z%*@Pg_pXY+apJq)wX0**Dy@tAmz-aDJ@wP;h-<$q6Q_sVFI@<l4y!p^ZPfMBwryVV
zf^fILe}a`3A3t^AH#fKGEAPF>o9?BzIImv4x;I&0D{ND(|Cw1@({Hbn`1ttI9Qz*^
z_@8V%Z>#qF-^HCp&s5XX?v!l%QTcA-^OXDl-%alR_eg2yC*yE2pC?IQE1zCCZ};!E
z_|wJlxsx@8rJnSP&zV|ofBRx>(7v6u^L^&tQ276G-=UvD`U)@qxu2g|Vjrz%SiR==
zj5|L!TQ6O=%rDOR?bgcU{bGOir~f;zz5fsI{`&t~F3TS*I^VrZ547FQ`_YHS4P|E}
zR-Sr1M}7CMl!62YhC?cQCcm*fCB$+0IrA|_r>XV7zrDS;$cU@UF2qjy6Za|0=W~*$
z7+&;?->iGQPuBa)?OQuD%C=0{&*T=n=ijFlvPp{KFC@NRl9Rmui`^)szU|Aon($+)
zFZAbfrAaQZyP*Abf5dynhZj{p*7Ke&UB64C<KE(z{mg+@ZMEwQXQpiP`@7=%%qRNS
zUwQW~R7t)j@3_F8N3}G=?ZK0ilkdd`9p6#-*d~_yC-X)B|KFBx`W;_(`eyii-QZ`b
z=M+P750}{9DU0B<DR4;JU%qY6KjHQIGgzcH_xAR7>Uk}R%>DcN)hn$VwJxDcijA-K
z?`1o@Z`0MipKmU{RCGU2|8n`$pELJeslM`0&$iC*%a_yF;$^<PvD^RU(F*VWuY2u`
zOEvNolg(Z+O?sCO+Mw=JbYf%L)~|b7Yy7g?K1lE0_mEez_Un}J=l|!3O+3zT_ipO`
z%6Df2-*tYiHJo?ZO2~QsOf`G4-|y#b%)7K;1Aj~UxjC9&h1FcH6%?G8dudsBM}p&P
zZOz?XrJD*LA4|Nv<;&da%gcNt?Z4~m<Xm*GUvmFu`h44*lK5XtlcU_{xGF0j)z}Ow
z3kshLv`r0H$jQw;n|(vW*=_T7j#|bm(>FQolL>`%SMD$$0(Dj_cJ5p8g4<b5;G5^+
zbHNTjF7=)l*&=D2vSmThGOc9rhW0SfZrN#yi+LoscIveCbQ!dN2w_n*ZQmf_Q1O26
z_fuzP8t>g|_r*5Q{ng#V<FfbuzkXpCd;V~{&ENMAGHi7>SAKprWo_2e{hMDqWgh(M
zT%$0@JU=dLd1DNx((G-~eA`mlTV73xS>5x?aas3?AJKssKM%L_S2L_|_xA2)Vb++w
z7~Bgexh%>AUZD?K$->lPb`iAvyY9~vWAL)Z-Dgkh?LO0NU&|iuu;=x<-8MfipMTUa
z`&M==zx|&LKJ)EtzvjuawInJt<lf4$yg3arg~!8j`LurQu96%2LJSKdPfS)cxvVR{
zdWpDoLg37rJxO70wH!Cg4(Sy6MQ%K`qPJ>i?&NprpuTEQ!-reh>%SV+qL11=+gp8p
zmZ|ppBR%^r->>`q_R~ZD`iOZ|uT~~5{=F%cL)4==(!Jc)BlBtuXx5G!)KFJ(ezEN6
zMA%k%(7wnFVemd3O@|c@%VzFXpI>vS`H-Y>+LCWP-y02f$j-4p9`Kd(9m@hq`?EZ4
zZ>{Cb+5_G`R;kUoRlM>hQ_D0t#L{KN90{bS$HJk_$<h3}RAbM}Kl@kkBo=6_%vu_}
z=hDGI`|DMp-E;GAZn;^siIqclFDH0XD^;0^W9j<!=YM;@N(ht$?U7(u=$pdW!jP!S
zn7Co>kIOq3JriJS{P5slv)m6^tCEa}&9gz%a^4Mo(Ol8OF0T`AWTg4C3f%f~PYG!V
z@DMxyi8bHPO!Bs?^E}w(IsMZ0pEEu4-h)OZ%oxGbX%APrrfynmB*k(l_x3i==;+%U
zWEq<hB+bMp@+5wf<5Jl2axdedIj=UZ=mGa=t2Q!=O)Y%x4epf8evuR?DgCwRwi;-?
zI)kD^1sBI(WsC9v`_Iq$U)87I7Cdl2^TD;~{I92S?(Qm$aE{-a6`G|QRKC~!<yFwe
z!5*H(iAF6~lb8JOv6NI_zfSIHE|ax|g~^}Y3mGMAp9o5>lGJ`{zL7ui&IWdl$6C|s
zD;oq9&e%s8c{8<`y<%)BEiGN7aO>vHNCU;v<X_ip*WNq!#aR9PnHAyB+g}&&+P~la
zvGq4a8&%IsxBcdnz1tad{f2}jv;Mzt+b><en!3lZ_6es(fC*^C?<M1*M+^&B-ezzz
ze#+oveD~8vPy@8)kxH~AV&OWd3U0I0`g6>765F92*UK;7zNa?%oTWNa+v`wDV?oGy
z?x62SraSvbm2Pr=RbC(1=GH%XUgUe;{Tp6cy{tRS<-MNYJe@Dm@u^SfF)i?3dGJQh
zGoY@mZ;D~c6vf4Le^gjo_Sd~ow5)sL@n%CUXoJcQ&ETZli3UZWPFyXsfEstp&O4^7
zJ~#O6`E6=+#lrVi{*TtB>7UKnIX++4^7Cvk=!^PzimBz}ms8tK95@7?NoyxQh4ehP
zbcW}g_HJCn{II|NPx3|8Bz3<z5tB|awSWe6mc0aJfABO8bmcy1pM7qWz&0~35mAm(
zRfW4Vg1&Pza^&8T$X(4ptF4Xg<%<^`dNB)x^ui=noh!T=mxS+6=1Xjpa`iBUc&fy(
z{Q|fH|7ElOyfxG2?}>OF>k%3{^+lQHza(v8cm9*2%fIi~?I@VYx6r!MJCSeU?%m6u
z1qC0_6!`VK@y)HRr!OCke|7af`;(8y<;7bMJ$v>n=(29<-V~0_yZIDK#IJeoS;4Yi
z4s;p_#LeOkJANN1%-os3y=Ud>X~q8XlM5@kbeo%-CA(9<@ba7rZnsYT^uy}s9bfUA
zcf#7%{>!KV9VxlTQ`Ym#X7=jrC$rn7obq3Oxybx!+vZ(!?&&!|x0YRrsbHPMv~a)p
ziBC^YA8kJ{eeavpPlx6IUD!Q2=p4_lb)b3EwjQy4$(N)+`+~#QPPJ^w+oHQ&aq%)O
z#+IMj*R3N|_2;hn##47KPTjrA{p4%^*OO0fWj5NC<#BF>?1}wG&65}wHfB`Ln!+OR
zuFCOAME<;T5e>87JQF!fA?vLyn4Qk@t&0P1S)O=`;njx=si&tcHJf&YCupTSxB<E=
z^C)aybsD$8Bt;uhWzQ6j=8He(Dknd=`7W#S@{~Nw<%-4qcH$Gc1$G5|4VkOT*wXz@
z_~*xeKa{q_sTcjc39(Cs3v?35*G)~?*VpOZv}}Gk4>XS6aKZOKo4~G%pozcioeU4p
zrT3pwe^>9M*1vkP_PP0U6ldI9ey-SCeqZIHcGuLLMcfK0fs*!hlWvtc)hNudaa&Rs
zQu0IYrPxbZ0Y;9+TeUU{F)Unq7}iyaJOkP_2HDBY=mZ+BVLY^m@!_M-uFLxS`R=d(
z8}#Jn<1mL6mrt7I-kM?+9vmE;Wh+>(lK89jg_O$Y=jW$Sn<jR1SLy2w>&^4-XcRv`
z*SoLG>q*D~O@UVhf%T3vbHW!!`%U>216o+i!g2S@CRkvB=I(q;K&9?Z=7-aCqnAJ?
zzBK=BF>F2X_xJbHhg!M!&Se*oIK1OPe0R#dJ(Y2hwk1y%t_v=Dy>|ODyUm%+Q*&PP
zaA>=RfcuVjx0E3!=o>Dm?P73h*f6Kjfak@f+ukt>Ultaeon^YHe(9d<M&J8^9MR7m
zBz$=FV|QIq{#j%N4vvz`i!cMDh|OuQd1_Pc?QN-di_Wodd}j2WT^6ai&9BkG)^tsy
zLG7<En_@je?!(psc)f<^?A<KzxqMhXby}9AR)go9V$6mF$1ILayJC)JXSdqDrzYy>
z{1Ot5PIq`A{CkmWchF?p$kZ=Wx>v1QwI?*}_U+rgHEAiq!NJPByu6n#UQA5MPdak!
zi`uHE>65<{y~y#IKR@2bYonp9^yS${dh;JAC0B(>+Ahrl?U~{b2xAgp`)z%9k>7Rc
zi>`?!ETCOF%NyseHCEuc-EQ#4c=u`jeWsF!-q<m4+&!8O-W37bgv_uI6gOtCo^Av0
zgkU`6#q6~A{)3D|cXyW`j|y>nYkKpDjMMKrgF=NX@l0RB8;T;8Kr^|LMp^d-Tdy9N
z03L+{b^qMBm%LX_FFxjO_p9U0%^mK`Vr_kw#n`AW){<R#;qKkJAAe3XYq;Q64lep9
z^uD}%)Za7LXa0e0!d68A;ry|CDhjhcPXF?=zR<X3jZxH&AFSX#WuU=w(0CuLH89n(
z<&5H%PCd}JvD3EBD{dYreSM8LTW#0z1^atl?21AAke5wAnfF?R<7T@-OvN*SU7XJX
z=d!0fy1Rbj!eg12>JIDQnWM4<wE6!EW*WWN@L|<UrC{mBhrc)8?~-}B?bZytUn)~H
z+L+EYY>+Sy?kNT}aySHbWmaO-Y>@Y08#t#Iu0`J=eJY6$n!7<W_@KQ>90F>5EvxHv
zK6NX9JY077zi{Q*CqKYD!-QC!!X#})*?A;OFUv_7y>bg*J2lkpZsuvN#X4Ha!m&D9
z$&2IiqQfLjFK=7C-8t&}7O&jWwP)to7%vw3yD=ZfoW1>>X-5_rv4+k(<rN8<<Ec*J
z*vx%moA9)QQxDs`6c+{UkpcxbC`(CyWpE0UEETtBKt0PT(Xg(P1#-5}T`9-@4Q~bS
z%n4*sVByG3;#Sxa$gjY{arY>{!wbLYEWJHUNIN<f={!55SOQx8YS)stB^A7YPN^Fd
znO`2e*ME8H&<HxFME5FU_0y&6*Ps7YEoErQn*tJ?eFD^aSkm~RRo3>>Z94($obx+2
zIKEQrgABGP1S-hvG@21F2_8pz_Evp5=$NKmlN3vqBZW6_%lFvL;e0k1B&~DSS1*WM
z7CZI$zSfP|#}-6zS+E|`jox+wv|SfEic<Z3NA2&j$Za_@zu$+Bw}`#I$6XW$E{M1<
zO)=79#K`>JtS!93*-Liq(=w{r&Hw$h!}$r&X|?4JD->27|Mc|q-v9i0)`ibzrh9pN
zck4jLIiiaW{S*hc9v9Aj2HL?4ss|7*7vttQA8+M(Y_7SLQB8ei`tFi9wwbIgr`Tpg
zcMY8MmU+1`?X1-M^ZrUd-)u-a%GIx$c4mg+ulu{p-k#d<9W?N1v+u^P((G$S6V0O<
zS?4e=JT(8kgZvK@>l?RjX=#VA6S+G{;qU#WE9}8Rm=~o7n&$y80aA1THR~5jE7;t;
zuYTNW{`6b3*d*`IxRa#2bi=6?_9-Ts3RfmJ=jP^W@?H40NM}R+|GJr=qb-U)KRYXJ
zR#ou+-d@mV@W|a|Yp?G)bi>JAF7M8ci{1u59VFJMzu9A!yHzH4E)!@h)b{w#EA!?V
z@>o?qI?}1SQXk@!S?EqleAxKmq5FR2^7`MOFI~R=c4ykLFE>BU+g|T;%yd`%a~6*F
z?QI4D-ue2850=e;dwcu&(*kX(vujp_91AG8(h_VHp;hwh{&cPU8((yP-caKMEd}$R
zXzy@iUVlGV(6VLA+)Dbl_Vx8OU75am(yGaCjh=;PFa6f~-t+1O&zG}Hc9!hTTFYZL
z=k1p}i>>%i9N8VO?A&{K$=|kk3)}DwMGY5vAtlS9L$7{adA#@2=KMDOQw85vyPXy_
z@6mq4c{wXt-l_bP+TQ!x4iOOwZ(hEg)L-+f>g8Wqo?jC`Ez`cI$$kHaUU}o^-Ln`E
z`E-h&+Ln9UEGKtjg67kv2O9$AmHxg=z1d*!<L8>l%|;Cd98=H9#xGJYU~75l=kveZ
z>f&^*jguA6^!zz?SAN>A^#92>#MRI5aI@0ecRSOVk>l=3>#Qppfgi5=nXd$`fH1l3
zC*l{~@Zo#Zycdej8N!haiHVILZZ_|q)?feeic;Ib$5-|DN7(In5^T2a)M+sVp6Qyk
zd=Hygx!ZUZufG5LB(Um{hO_{i<YD$h4`iJ7PFm_cec3gWlcyU+!%j#Ftm->><^8+6
zyNxexed+As9a!C9a5-C8epi57slD}|?p0ZpFZ=nrLPD*JjU8V2L@{#Q&9p9i6Y)*4
z<^y7#pwEj}ud)Jj`(>@eHdrmz`ZZr)X8L3OZ>P7upRMrNzx?`j*7eOiiBrPQ>{oZr
zSQhJ^-@fHt=G0rSqGnoFrn#y9O1_V62r%KR({IJdpEt`>t`vWKv--(h^EI2+*{@=1
zFz{L!-0l17iqYKP&-EQ7W8z&lcUJwd7MhX9@mX@6RPENMv4=DTR+Su#XZpiA|JTm_
ze_cLo4w?d*GLkfUwd^Tq@gZo5CTPVMs2)C{<Q#E>XW_3$lmGv!ySe*+XJTGt-DUez
zYr^-OI~H1blc}Zhq=`=DlF$GD$a0n}obmhpe$c`GbE3MBl<+N#<2>wE{QIz_z%y~a
zrO{jpXTHcfyWKrrd<k^^N6GVGqZaok4xFhR^Xs?8x3L|5{P5v#tEI1hG{ltMjgU01
z3&~h``P`amvu?fkyYEx4g;C2-Ez$ikm;UNFL{uoedGl_9{I<LL=jCdGq@<6XcHMkW
z!8l!I^HoU)i#=yEr}>H3ax%qjJ2O{pvX!;}*|XPp7BwxByIE$?5tTZHC$Z!|J9JOW
z3{8H}tYE0zGtd1i7+NYVj&9&^h=_9d(R+T2cmDMW3%9$9?Wu0k5D|ODz`?yVCC%3J
z`(}p3hm9A$XBoPEVrZF}>$SP$^|iIq-;S;dUEP*zyfFUPVvfuEKQ|h@vulY;zfpPT
ztK3rXQ7*=y+2CK@eN8Um;nSC%`Z?3M-N1gXj~8PLsI9~-FilOMPtx2=MVB)oG*tE1
z{(}=llFoNJO3E;Be9jh~xwPcr&d105Pd`YQ_GL}xQOh?BPR4=mr(_O2xXRq}aNn2j
ziZ<#0A~JKj?#=i&GgtOf?TY(Z$yJ+I96Gg?>0E<B&!fxv%dR}<fAtqMg=;8h0`~B`
zT}cfawlsXWXWi%J|9rum|G%mv=bC*97T<Jn|Gs_udK!M7P2PLyuA#=~d`bP~{;M@3
z940F2%$Oo6s(SZ4s7djHec`b<p?3b3!t<qfna>)%U3F|n8fb621@oa5)z_A$l)5h5
znti=$HTTq4jNsvo+1H>4ltqRdi;0G8;Ez@`vW-5zP54>i(rFBe4l_&y{{3)ffBMtC
zI*I+=)A_c+YUeFY*Y_{B5z&wmSXFayY3g6j#Y@#d^$b%>UX(7R#P<Vj#o5xm;LSCN
z8N0etU+LPic5$`5l=ho8uZBnR>{H`s0=v3jENM3~Ot~^wU()E*guvM^l1?BEGzln_
zT%Whnayt{l!qk=tiYlNDrl6LbI_RJ(qn5H=Aa7@gJEm|<zBR*cMTz0O%b?n1b;PoJ
zmx33pa9DBr{5Hrw;^69@DYHQRXz>1QaI(K{JW)}_IYT%$g(LThvU5auxVovS=}O!C
zTnp7!_sk0tRM2rT33LzQ65-{D3`twGW&3vZr|Iht=VxS0=<Dk{a_;1WK+v>)-j=Io
zi`>i0x6c-CxdNKRH9N>AaBBrSs69RJ&HKs8bI*I{`Zo9E`=ot67sPnzdAW_g?c0yy
zQ)d=E6j?bt;`zFdfyIxwESR0P%{}qX`|fJ5?;%Va+|uvgI7dX-HgBD%Sh75KC*#8%
z&k8S9ggq;IvN+rA^vQpdC7sIbu4~FxTc=#BPCu!tJ6*&l<L*Dlt+r)vA`ZT~(j{SZ
zYQn`PwvYuz&jiHk_#PhauXBI*@7wdG%imw=uQ6VBe%kjvf0K>Y6)w^?U-nA3mFMBz
z>vwd2%iR!<?v|F@;kYc`)E06|*mH*!+xOM|t>SMu^)cZ@M%nsFiY4M7L5uvo+b+ah
zhc?%b?_g@U;A3UflD6w<@>I~yYcVm7>Z;vOl;`h@tEy*j-go|f$x-Xnhtl__`g24~
z)l^lGF)r;1xgPF*FaP>OJ;@i60+6G`9`JC4c7D-Gw9Ijt|1PmXKp};1;q1D8*VH>N
zR&CvNqrKq&_wT1a+t=HDSv3Fm$Ks+N4-XrC-L$gk+SBybX)}%TyL@(6MIFqW#j|kd
z6zlo6TJv}O=bUM?&TpMXeUY2%8|RF5xq99W8#XxncyloR^zr>Wbeunh@BfqZ^T8zl
zorOsYt_3k2iu6uD+45P<C2P~~b9ak!-Ww__+}V)WoO5f7<`)@mF`W<BgfA{$y43aC
z`}^{<e7v4_EnB8`v1<10*~;tZGVK&C;A%M-%+8$n^3u|K%f37<0Iytou}l@TEwPlf
zW#_tY8~yFn`fFbq&irg%oN~_n*^b>C9nLZ=+<AuKq2}8Y0<(@@@Q4g~*80tP)2Gev
zPweRIPLEf8zb|p>&9g^0FmY_|Uh1>J-HQ9gFD38|K40~w=|n1l7OaLoI{aXfYj?`S
zL#_9o@0$N}Q|jp@GQxg_PHPohg_)iHXVpG`xj+5<yx32NJ;4LZIv(*;0y$yX_8Dk(
zgkIC8=*fyYIc)(`|2^5iFaF!R`lJ~zPUrt}pZT@x`p%-{RdEdlb^@>7G5_0`e}7-%
zff>2!O+`009;h^UR@ii;@xuOP^XAQ)lljnQU9F1<Xp>gM1>ayuFZb3<P#!50WD!u?
z$)A{B-u`F9+q%kc4<=u_VGyS`>nqz#%g5g%)x-B)sbV}-;jkiRL3W=`+@2f8SN_NC
zE?c{ut@Aw3=VxcVQ`!ICGF>g9^ZL^Ar!nOh8!p^0d(>lmPUEGHBBaH)%LCHMpSzAh
z(IG?Jks)!C!;96ip#Ad_{2WucL90%+!`6J@Db-uZ-(V;3s^H=SgCO1IW!a!(#%6eD
z+_P5YYngQ`c6;93@}oSGsq#*rFPz<ya=X)MmE|72ZF38j=kCn0p6IRkOrYz}vyE{t
z-$_jQxxHul<>gmJbQVOUZb=AA3ppa=WSomsHEf^jkrX)dfoRKF#VhBR`Olwsih-@Y
zX&H0U20f#ew6`XAwFDKuoUD6&ZSB3Eks)oh9NfbDGA~@JbWpqZS4uK#j@n!EKZlNL
zI=u#;TPrTwa3R)$5!4+Dlq`;o40$%C47?gg=Z}ojeo>LfmcDHU)$&vLT5f*R<6ozA
zO2+B4ovpn0a)%fE+_ohzCY0+w-N7Z`?6$dG^0&aV%PeP4sr+5UBrxlzro488f&A1*
z(-}D)XFrQ(Xkl1b`K4omqRmn{hZ*()ubL)vbsnreefc@>rc*0?SNCiyWoy~@_>0hu
z8Ff39SFJiB;MSh@M~FwVcYWkOF^0r_UPtxW1&&?Uk>>^(d+0R8K!%omWekb`9A@N7
zcYRr-@LS;4mNR#@ool#oSG9l5tdjz1-$7@IZS(?d=HTV!jXQex?%g~;fgsQ(ldOgd
zF`!z;q+hOKgGl3tJwKnHys>QK#Ju~vbJv&1y)wBq!){X%mq;jRy-*$axQII}kb{ar
zBLSxt8R=*xOGobd^5^5@<EaG&7q+e1^LFyP^qI~lWSs0ROutRC_~V-TXx{5K_Phx%
z!+ra+-F^y!4*Gg21Ma+mmwRoSTd;WbHLJu!EH7WY@Obld*PMnA((^N?-&?0>`S?wi
zr0J@x8Iwygw)$~ONJyM0i2J>;&hn=ErU!S0pKLK+&HXGUOi~wAg)_FK-7;$bFePuP
zLCTkd{I(kH^0qR!FNW8D%bIDF?uBJx&cZKWzgE_J$}%k6dFh{B%QDjqZ(C*-rEr`r
z>E5(z_3Fv9W=Xw#^QK2@*7xrWi7y!v@A)lFxCuJ8V;AT^Lq@05ZlKi*d`>5>$~YOd
z<oLW-h}o+Ju7vHkO_DNtr8RBk_Aj7a3AJqCwnC~hXwfyh;u9{8zdR3ru3ta>;?~3M
zJ+CbP*MGam;@9=+&i{X3?SAvTZs1{NZqo2}aZ%O_^l6dcNm`Uqbo7X{{!i)789&m5
znOKTG$LV`^%$WUQ(u@gbcd+i1V!pUTr7KW{i>XQH@Hw8_Z!X*J{dYe&x!3mY)#$l)
zrna{GKN-u<eEE6Ks$X-LuX-JQzIdK;UC*MuF*D-wCP*qyxvW3YRJkRqM0D@Bwkd(7
z>F4KF&t_tAIw`0uAjHAhGD%#pae~8&1Fak_&s<ZdUi5ow(SBhLzhUZ@U~{I0mj4%q
zp4V_tm~v&VgNK5OfLELgixbmACUGT!S>jV2JQPgc+s2eRU0-L;@bIK9V~I&>+|Ke3
z7Unjoca2q2YTCBhu6KxIT6q5X;Vx0_4TX>0d><a|7Ek{6=4R$fU9sbLc9m*}t&L)x
zxM)%q#5pV12^G)Zd}@W|-Afyj0%w+l808(F5_nG0<h|`lUCZ_f#T=#l8?*QxCYR4U
z^3dGcsO;s=ejc~4s`Gl@W=z=4^+Z*GYlZObCRXkXH*R#aa*JpEpJ$Znb!nmiXjRAI
z7EWP~mdFp0dOq`61%*ozOSL9zEZ08}9^)UD%i>h(CCqU)+gm|JVAgjzriB3xcWx_B
z<Y+pWFh}9`t8JO}v&}2x!cyOLif`Ym=(K`4@gjru9K+&8y=)8K`fw=PJ1Cr4RsGB*
zy^_7<QDf=JNvcvT*REX2P;zHZQo3rMbEDyKJAd-6Etyf(ZX8elPIk~(pSVblqa|z0
z(?egfO14(X9xA`ay5ap#g<Jlv1|Mv!)#@*{E}Xo1^EY`=1U=JAoEo@LyK%$i-D~;;
z`u>*~o@!sZ&;8w<3vJ6DD+W7A%-&mmT(&&ppwz~f2WQJ#mu2kdmo##z7P~(Gak9O5
z?xM~Ad+g?07ORQrMzMU<Ii<Umsgk{A>(;FiyGmAmTWme4VXtoVHkFc|7w600-SJfL
zd261zRY72x>g1JfEKb3jmYOIDESqv7gju_B!?&dhaWR){Sx<$s-1!wEc<1P+;y8{L
z7N=lwM=3WSNmYSYd6W7bG|u_9A6gl_yv+CMrNq2*b1Y-)g@d<0J3qhQH2Ye{&DxDO
z>n@rZr=7X5tkd<o=C`jWl=~md%3k*}snJC5pxs>+{l);7@6&XnubHwNND6Q*kKSKb
zE3VUZzgMYcdR$fJoW*-S9+Qr`#k^f6aKTfKoNRXn)zFSV#~;dAYM8bsZoc`VI%~<<
z72$?_cY?GxRK85hiQ6W5d797RElV#4NqcPh@p=<mPW2+wb?wpel06S2XMFy2`smgV
z+u8~qUKK5<ev>Kx^4#^=7q7`2(f!VQ{K2a?XZHqvl>JinHnZmU_xweh_6W$&H_>@p
zob!?G!~T3(r&L$PYj=x%Z<X!5b>Y?TH;;ciugL9u@GOw8=habG>sfnze|&wtzwP+T
zgRP<BX(oH}Won$W>)(H=Hr{l4`?0Xv?JqPJhq-VFGbS!d|MFr#_k^Cg|CXkIJ3Gr%
zTTft0{=bByKcA=yqzNgC@NKR6`N?8!@^e9{r@O4@`fXU@lVqOS5^z^_&U(Q^4$jPb
z*!eOJb-q6Rwrug<y|KUV28OjgGEBbG$<-j}Wcn#eQn4m?sr>H$<^ttP*Vk(uxX>N6
z++}G{gP@ZeNAS;%o987JQ(6MP&)p}aXwoI|N~)vB-u8g<KQZo>UnLuE=kJgGy=K*_
zF3m-0`F0GS_&Cm<Q@mp8BckZD#ISLK!wuodS3iq#`2YX9{>JA6%x!+5g)f&%{Qq!R
zX#4If%UBLwk(!yAs48HTdgTm9>Gp@4gy&X8)XrBGc*ZW!wc_tg<8%S8Rt2t2oc2Pe
zAEa#hYN{aea?!?C`Nhi{I+<)QI%wDlf97{JODOSLX~!OzG4~`F^UNOKecR4jD~K>p
zU2|$h;JTtO4}>^2KY!IDkmi5-#=JFk0UKAH%D6mD*J4lE+Ol11cb6-_`MRj$j)esm
zcVN*$))kRE0_Lvh5zxAP%}YT<{oo>_B4<wp6@gO~0rBxO;;yX8$jW*(DPT{A$mKql
zYu>w}<CzcL_*w6yzL+D?<ipF)+`T5fbDL+Zdsn+NHjXKAQz-{$i|(|a){Oykul(d{
zx!9FE-<)6f{oeNeHPOotE)bPgZpjMSCdF|yvLLbQbMnpWjUTqB+eTFHV%S>8eyp--
zNBIW+&8Pl8WA(i}N$}7;dBvQJj0@K`_1!(zE4_TF$+F#FMHNJ<X3TY-;d44=<%*Ym
zj`7*kr#oakRWM35*?5b^sdS!)Ldas>#(>^+EKUjcZ_9qz)?)bhoDq-2w7Mk<S35*R
zMHOZEvakN$wDoJM!kt_1j+FjBwaZg;(%*Yh*E_PxEuw{_zd0+s`Rh>e<wf9|dwZ?(
zYFK%=G<?cmdpl$-JC(7ePiYe9%F#^CrN4xP-L(0ZtgemEbyt`oQ^};*IH8zBReur7
zvmSv}7el|CYJGV&`}88CpRpm&+P|{?IR9&r1$*U+RlM`x-><b4{v4N*;|a3r1V`ed
z)k@N@1-dGmHx~0I{}y!@*xi@7ZT;1nH~kJ8maABtm=qfWJ}D^)9D4sf+deF}mXX6+
z>TSoCss}PR_|hG}O=DLScxEneuW|*8^sGCD(;wY!u8FYQviZ@*RlN>3em4gEaLb?L
zZ1L$6(-a<$*dNQjnd;v<*W#<|v;Nht#Qiq|8yqxNDmPAW@KBhtr-P$~<&e&<fD`;V
zzuLsr|6QGV?|A{U`2Tik;k?4sRDG61f7lM~?iYEyv28}FlJbG3gK;{tug-SytG;S+
zm?7_QLwa>j+N&GI@{&ETbk@9{^|J0}+*~FWC(m5Y7Et~9#MMPXMIh~BYnhGQ0crl@
zF44IMa$k1`T#2^}@=!RFuka_inLXYz=+0eb<paWtqYU<%)YYEW*`>$P@{_S;mw(4n
zp(B4R7&~U>g`HKbd3n(7%KK9`)=y{Ue{+8N^JeAAX)Dcg*1It>EnKn=5pF^pn_oDs
z|C7%CEtlumSBuB{xdTcwUrkvN((VMZ@(l;`^!@RTQTz9v7F{O7_Hlag?1vNT=TEq@
zm!st->mm2~e>wZEU(cG=ttx+HSA*4@yC%tYS*y<Zm+thgy(ire@QNjKPB@nUhidy|
zq^3fmSnP}W{69B-KKaAr9Iw6hkp~~;?VilOtJ-L=zcJuPt38v={YP$d7qciI(%rF3
zg<*M;gvf7Ifi!Ur`Iy}d?0s)c_FQ@YbGv-Pp&Q<3@3CFlq%5#ZRap9I2dD|tsDRXj
znc*sKwbQsK{h$B$opGYdIXhlncinK3ox@S#OufRDyBA+Qtp$5TS^e9=+ZVeQm$HBO
zQOutl@l@l?-z&DaKJZD~a2<8MJ6-(bqg;>IT@EvHU2o3!V&!O=^a|8YVsSdz-QnP&
zaAp(t)m;9E2R<j3nA`}k)9U&Bd`G|yeQQNICdEdB)9-Fwm2EWG?XZIT_rHU=KQ1bN
zPdszN^T)5bt3!C>WA?K+onG>+Z_@&X#(*FfP-bz^s1y|B;B4WFIq|Sy!IC8`zP`SZ
zZ$XW%Gpn3kOWhPy1l-)0hyIK#*}uI1_r;5Hrz*mk+bbVvPVql@zT&t^z%r0gQK&|B
zIAp|KDepIVWdHxWEsxgM2dfI3A6XUczRSVZ%+YQ={o94@Veta9@2x$&z=&UN*I%X2
z><I~xfq{+Bo;}-9n^vlBIM*=s%A8%gvbqubvu*G2nV*vviQjSbX;J3U*cSeydEn;I
zEc42FJLgJA7&^^}IJNx$bBVrpXKO5{O23zDTV>c9DXm;~<ufQf9B)8M5Aderjg_*E
z7v}H_a#)wX=G9zmB_KA{D#3qo(WLFFEdd5hObd5rD^Fj`(K2bVvx16%5QnP15~u)Z
z<QC*O+wBEuqcu3(_}x%&=ZevkujR{RzTJ(Ub+N`QLke`-Q^V8K(;xR)zdO*x%Dv@p
z=T@odI+0DS+~SLtEn};ieWN*Ya~iK(zuelb!rOwE`COd!qsDGc#73s6Q>Vt(F0&Cd
z>j-Xe(0D0=oO?uf2sB>UvjUWVE8i;$yt?&u8OOq@;6?UZwrnY3Tp%dWW!5dG>*VO@
zXdW(-ySOo+{ou;r<w@V(+%(F&{XCbmWs;r)PS1dn&&KZ^FYZ4)+#VPkyY_Fq%deD%
zg0HWxM#Z-{&eYy^d76X9%EWifi2|)_|FilZuezbUT(H2;vHBx3$IeaG5AS=peM~!^
zw;fdJ2R;3A=56lrfR8^^T)Ns9KAiUUrDW<t(MAJqC8?5)wfAhc?D;Ndw<%B7OK*q6
zS-+$zU7a^`RNjA0vpae34P%$rjJo~tzc*%S>+4^?cj1^AYv9)Z+yB4L-ShXs?HPZ1
zPtN#r_T;Lv%WLDA7FNy#6=|REfnsSH+o9X}`}b=5hPVVJ2fJPF6p*v6+QO}s`e*7k
zmP2cPIILq{c>H&^$o87Ow|BO^J$%vPgD%6$&qq^Tlmt$#n11Klt0Z=&H>^Lp%qzn@
zB6`_jYXRVG^V6y7JKnTZzW2;K31+=hd}MvE%U543IrY>EIms)FTQ3&OcqijzSYL2?
znXiDLQ{rLYI7T-PRZ|~vj^=%rZ~VUgfAQP1X`2teEKw5R$k=Z^$5o>GuhmIqLo@x{
zU9#)?o<Fk7dGp`u(7BCX-&U4;DTJu&HwN@>165{I1<`8Lz0(U_U0tJ=gr8Y@^4hiQ
z$}RhCUmv`6nRUfiYlCybNA@<?&Iny+*W|CDBJfRB;YzUU^Ru(t@Bevbez)t?k}d%*
z1(B7DUSD4iI$=*?+R}$=%NZI2{Op%-xBR>I_{O*2{ZjAFKGZwv8h=N#Qia87S&vqs
z;@V(0j;oocrv#ebGD^L&XI-r%$M$X3g?IOD%6nwVu*Y<r;MI5UUhB;Yzj0%dgNMQ!
zZwHNYp)Q=s-Dh6ZdoN$n(;;x}`gLis1t-6Ko%#N+Acv~EMXZ9z?o7*%yS8oLm79IB
z;stAn-yfl0S8JS(a0FU?5dsBG`l%H{k-JMzS+-=Eq@7wJ73;d*N78h?Zm`>D>(r8~
zCz*8CYj+h-Xm8*Ca9f@1Gg)<BZzjdY4eJ>f#+iQk^73-*%lR`I6sOPeczkS9nlMx1
zEGN~hX`BMDYGwW$-(Hw?{k`F%uJ_3we%w~=SD0$qeQHUN$G2jpg=?CQePeMl-6h2F
zv_w@vh~ue^#zxb|4d0m`dh73P3D8KfI1wIG=z7P9t8>pn{WFSJ&c`x5xV1HVH{-&H
z)dpqWTlg08O$`kV?Gf?1Gl!!^=n?1TJM4$f35yhq9sQ#b7<pk;Z!yPJ&D@hRhxqgl
zRo}nn=X9p}YlThh=P5aQ{5j7{^|)4NDGRI$nkMKZnabJnlefi3a_UYitK8q84t?1x
z%CY*qwo_r`tDR@r%eNoAEo8LUVDFytjqIVIQg5oNfST9@2aT68o@aC!4^7+5VfS78
z@nQ{)w&HKoug+CqU|MKZInyXBE}AK^j(On+p1_c2&zEx*7+i=9d1faz_2i4Dm!}<8
zaF;$gA^7IzW_G14)4V%7dcFwvuI&>@t7<U6XUh|sY&AXe(KLCGea9z)DyQ31F0SB6
zd~(CiMauu6S&m7LX!Ajig-?2wPt9>n-LyQl#9v1%Iqv$tm=L!WX8#K~=jD`SGj%l?
z#mhZ8{Jm{ey#I8~#e3~jw`^y8xY~dIv6G8up6}iJ=~$yg$Wz1m$qQ4@X*wuOkr4uw
zRr!quSs91(|FAx6-kq>NMeU90W7YMuzMPR%^zm0WUMrz!vN&ovuX4*zS;arales_h
zO+99LVp;L*!ot7{dmb-I1huhW<t2r-81QaSnQXU+p)sInL9skXWQbc)NAN6Rj$p5p
zRg8@nrsQNw3UXYYbaKPRVEY^g_i7f`rDX^1?d_bAt^JSN{n2#w4_n&=`52A&hxGk(
zcD<u%Eqz__OkZD>{{PVU4))iNgCFjz_p{z-V^E!KD<x|RZsMJJ_w~%ZOW_R;GxmkG
z=@!d!?0nPmgkgE2pMsCGim)$7i<*n~<raq-%L3TWmMECqW^TMNrzq*+%V*EhS`KGj
zXZrK=C6i5oP2J7TtykCXSn2fk(HC%4apBJ2#;{MI_%J<Fs-OccQqFDK`2RJB^>MFx
zwME5ZQv=o4tGcEx;+wCz_|>sV#T-{NR%h`&T&e6R!NRb0@{K<w(zj+i&nQdg>^hZn
zs9k=}vJO70yW7^xHBoMfoE-G}MaTU<@9!ZCls_fzXPzsVoA@iJ`ilJK-O+2!!Oegb
z4-O?w&(w5K@bO-Dq?e<mbE~3&msPk>G1Ee++@qItl0H}M%_>W{kZs4DcsINBmgN5b
z?cX=P@Bdx!Zte4=H_xr&U3hoabOiN=GA3?nuKQL$>tc;sM`Zc*#W@b&E;&tpJK14I
zt$Ee?=Lho7RTP*6H5AL*)f6`HU(MS((UU3hxkcXU+sppe-+NLSDShKRf8ODKxt;vU
zZhnWZzmJ)^wQh3hmFQJHa<)%gt7m`Q)p_z<{*MkP5wYmv{>>=|b_fe_sLoZm-Z(*X
z@g(LsZI;1qmjzC`2ruiIC7|motR3X$EUUQ2Iz9G~@~+Qk=4Q&R-I>PXRJ@CG^}e{&
zknnS_#PfRugg6%0p8q2{XWvu*ef!1Vzduz|`>I-AqIskE5%GAh`tvz6vq3TBu5!Im
zAR$olq@rJ@pMsC(#FcE|fsWJ^R)H?&pPzZ_-&x5`Ki%q}aN+Ck<@0`qL><rCCfImk
zO%b>Wa9?m*OuN7fT|p;V4)4=*3#@uC-&wqO;Zn<n1O+Chg?CIRbzfs~IvIGfR^g3}
z<MPX#6Zx)Rn)GwF!e$}E)GKR>R=!<RSA5p8W##cBIo&mWlD*fCWX)F<nDy0zNwM+5
zp7#PA)>~iaI#j%z%50Dj@ch>7liTY5{pC3~@0&LxVnFTKx>(S%`iKn)j@RG!_Vz~X
zC{SFrYSo5}i%K2OPhMReo_yEp@tVmqjnlK<n&sYVd3t(!xpk{)_O*mlQ#3u#uimyT
z>~?)@>~oWLPGPl#tE)l<j;{H2%1vR4OeRxe5+i5Jq;pe`+<DcW&9rdWMiqfo7pFO7
z#Dy>GDa%U#T02d1v5#bLon+!aF2DOh{Q^;}Emki$9lF^LxXV?tT#qT{&C1H!(tLkc
zsrI$?@#|R)StMT7UqA12VBw8LzXi-5y}ziS?(lx;^teNF%hl#DQpo9-v+cUMIX(Mt
zSKX`EuXiVy)VfyZdowM3as$*x_K}>rr$cClacW5Kx<%ougWMLMKLB=F<$py1A&#@v
z{K0OmWjz8?)fd`$r8lIWo;GEHYD3PgEtxm=R2r{Zy?VEUuB3pJ<Dz?U?179Es<s3i
zcywv0_tyCl4@{c8XJ#)lzahk->fVWHuKxI2_xAXzUWXNKnPHN=Ntbt*N`yQ+=)66C
zO6bJ3QSBSl<C6@WPH-%ISO180mgwxMf=;%fC9kfmENl?3UB`4UY+X#}@Av!Ve}8{}
zU8%L|R)&#+$Og?zuEI+@y3X^<+uacj?fGl_OX3o1xc0FVt7-)}RHv#Tb!k={Xq8Yj
z(brOL=>ZK%x^YM<ntYR!<#>K(=HwE;`5osvPb}zoCh7Xk<$dR(Mk|q5?gF;r0WK`A
zRxdZDp59{FnIyOP;zpHjnNu<1JM+91rpPFQO9*(M1JqFn0VlWb0vwzzCmRhSTP|=&
z^*+##tXi?Je6Rk;-5my9zU>ZzjaMHU>?-Jqi*a*EUgczBblpSm7AUY<9d5)PX!>jK
zcJZEQ+p032{mi+K>s3}(Bo$ZRHVm<`<DB>?F=I#S?oEG>l=&!_=zs0B|0me^EbTDg
ztLy9A|9{C0xmTflr<qN1o1{&)7}q(=<9`^BL=+|dTH`5sUGO<5!Es++eKGV)*4Fbz
zsZ%r;?=pX$d}@Wo_K=k`HeR(WwM|-Gw~V>vkXf1Df_Z9M&s4j7^_7(W-JPBoFvq?z
z;M49U+Zh&~4(oRc=bmNV#%$LABvRc>T|jH{w&>$w_A6GbGTK%8E$2s{yt(eJmj6HH
zr})p!x@C85g2N0`P0ki(nO8@8Ud?n^;g`1h{bm*?ro?^BiL100-`<|zuWgk)#cY;F
zmIl{F7x!;Tw>$Su(}`><u;^J|`!+lFXv(jwSs7pMPIl1v89V8<Lk9PJ$IQ!b3)t?x
zunCUlyyaEj(ARX{b6#cE=YRFmyev`|3*Oeb#Jsv*l-OeMb;gX`g;E^eYCa8j@7D6F
z%s$Ju`)*%=hDiC1-1qzY1G2R_TAsO0aZNq*a@wgb*VKp*wW<9ozvqBj0OblI&!=a|
z9@_nGm$&yz6EDqP*4-|r{m#s{-+x<GZ1=u}KQ3f=cHY?8UZwtWO`=Be+2@mV8v}|=
ziex#sqxbh8`t~k!mS8le6x$n?H>#7;=iiy*u);5H_5GODOoz7H{mm?yW6`*<`1zs8
zuxq{sjLm+_FK_tu>}2}<t8b3||FV3=jwh4WaGvEzytbt0^@*(cPi34wC!e%znR_ep
zEjaxA86UDvJ{1r(uPX6Z>}~0bmqeyS&A9hxZs#;DQ3V07RkL3^MBJ({j`=74_}r$I
z|4(yRs(a0|Z4A&jVA=BQZifR0XwdB6<TH~%#SkRrZdlQCVcqt%&NE(C-2Z(*qG#^{
zlVIa*=MzC)_vXp39U?A$QQcvE?fBf(#|_&B%S!xKg>E%;THzJ>`hJYD(~3MD&X%k#
zssgjFPjy(q$KlT|!_ku4*8JJ6nO)ub&5w+Fd$ygAgP*nr+J{T9e%tW#VDH8+6*f_7
zZqd=v*M8-^%sBWf_VvTE9fkiEe180^bZ1P5ixLN0bK(44P&Jr)?@6Vktbca3aNqnj
zrduqd${G6YzZ<lL_8q$8e>eHYvB!ExI*QMo&X|8v>bsai&8u?v!X4XeAAkP$=Ivp_
znv}$2WhN(LL0(Co{MzBgr~kZ5d$*TZpI-1e$>jTemC9!;&vLe`G&Q<?=v9as)54n*
zy>i_ZeAZ5!DaPVtysGq;0EcyHK;it@`b8Ye|2*U7i?u${e$kcjbF*~vOnrwR?|%P3
z;$Qz=_VTU}Uddk9^7W><^4T|{8w|45&-7L81r4$&o+(ujS^oUf{wAjXmkVy4JCwd#
zVBaBqrKI5aC#{h7ZK%x(73(OJ8iHwIm4ePD_k``PyZ9&ZZn*iTqvf%3!@do?2RnFK
zoRarnYrOEZXz`X6@iEG~?=EvyRW_W|e#p^e>m0_$3xEDLP5ZeJ)E<<nW)|oQ7SU8(
zl;Gy=-Tg#zdA^^5PyA}1Xd#Zs5Vhd>oq6-uhq}$?bN%qjYkt|PMP6$goNRU1W-Q>n
zuA@0&qV7`N)jgX|WoW5iRBn0P^;e^;Y`Jithxd};vXYV`rNs;Gwzf6MUS_W<%qy%}
zmAdM$+Ao`UrIy=e`Nz)x+rZJx9+LR#$jidz+UJY~I5JN2y5#$=P5<~R`h3>QCEfc!
zac?#{cGJ*lhN<SwiLRg~MXMU3(GThtOTIr9u3)p*x`+4wL(?hCzQ{=D{Y;+NlcNb5
z2Rszw=cLfWw)f^dXAcFRr<H%^aH)iYMjaGEP07_gv-WpHq)rKSJ6r9)Cv}0W#pdP4
zOdGxm+P~V?T5wVPu0+*BW<Gv{7fjV=<>J@H8z(r-ICT&-ZW&^yWGAj)yY>d(74yYM
zr~jOD<>J&-4b6hc!j3!bFlT~>w4Q;7R4(lKuCl%6<8Ij%wU!+(?`u1pz51-XBBiJX
zRNQIRgKE~`pB+;je)Qh|Cw!Z4p6BxkyS7$-_}2eOS(!a0$G!PZXoG`>r5VW4jTioa
zM>ZkzXA4%W@R%+B^mFOCxo3_YTVym>Yn8`Ybpauc%RAlHb_u+4xUv2Q?{wo*Hdp7>
z@{Iu!EQd<mHkN~0t9>Bvcqo|EgU806?QM7PPzZTy%i<)NTAd{8bWYL4JjqI+E-6S<
zOFL-2_K!c`7O%+vGK=XDxWTilw2j@W_?ZuA<!|-ItpyLA-rU&eoNb<RLV#oUtXWcT
zzaKkxEN{N_R?jPb_uU;EZ#_zS=C<fLXs{_6GCp%Q9z4xi`5xr^&`SQs0Jlgc#S77^
zdZIX6F50Oo_~&qo>Ad*0nXkI|*_nfHZf@SXKmYD7(a+D%AD?BKZIF6uik^Z<*`xBs
zW=vY)Ya$v!(_mkfZ`po2p}gbStn6J6f{q>kd~q6lU>hmi6dMDkeiz_KodW9e2LJ3A
z6v(@=fiZep&PAoxi-CJy?0+qIBtzlK!hkP3v#x5Hn3yEIytMRIzg(nGsm&i51p%)r
zMsODgTi|iFupA2cC(PZ_xu|N<{9Cu8c)v{3jb2u&9pshV7|^fRwZC7^HYz(fG*py*
z`pUl5`t^PaQ)FtvjfRYWN=o2XmVX{YqH`>V`}ZGPn{RGD%D&&c$xysHARxv4rUScM
zPx)#q*R}CtQ%~;O^ZuvIkF%2eeQsO@>khZ;^L<!&>u#-M@#gB(KuNKwp2y4A=xHS%
zl{xg{vmZ-~Qf!Dn>($%b3Rjft{{H%E%;F@gQChutXIr<p{<~>Tv(8z3S!%}Obn@am
zU56K&t}ecCwdq;k!-liUmDgU*EKdCOrNrp6m+RNvDaQrt9_w?+-(mf&YMi)UGXL2G
z-ds?=SYsLN;~u7Kz48BCzC9m(W<Sgfnfv@u==LeAtX!EEGNtzac)O#boV6*icDj{P
z#rHpMQ*J3=ss@ccUM^g;kE><l=YK6>Gu=3n8-u<GT8kUbHGGks%h57Pc^;^GzrOg-
zo8yW6^8X+B$bJyJ&z}EryXtwHt(J`jTiw#41vuur9`6*E_<wo+qDPaw&zzD-50AJJ
znR@p1*R-|gLu98;nQ{O!t?~5f(~Qi_i_^3>WNp5czLx3G3yy_{A2$5BczlxJp*NM`
zuCA=JX3w7b`wjE)?hl_Ye+=cQFYuH8mz>c4g%i|BerXXH&+N3&bK5h4u4>me({xl#
z=YD*_4RYw>Ij<ceZdr)y{pU7J&pdpy@i$}j&L=n3&D8}~O}_rBJ==}rYOgA2xGRh?
z@yo^Cck?>tU%M7&s-Aj5JJ@Zr_E+`q(;uESOOIK8eLDMx+k(26tU;6ZpwQuHxw*<n
zOR1~h_S=kUQLDt4clueUE|g5>R}olNoT`>N`L)B1_g^YEwE7>P>*)Q{ip6HL%K3Q?
z8X^y5oId9rnG(3HXV&+5Po}XreLnT=Y3s}VH9I8yO^*4m{_!h8f1k07T`_17+2{GG
zH{A{zC7pABr>Ds}*-Gswe0)rAW%6&&be>;P(o74VbUe2b2%9sHq56l*ok+9k|2ZAc
z9|u|Fp)jQw)b<TH*DMq*%yCxx_VmVr?A^lG-|8~w$iEP0%rScq|5$2sP(+)9hl0=Z
zQ(L4smiI`t{9C&6wfCN_|3##ttbKHS=AWzF?0X(G26DyjdgF!_Pop(Htn0P(Hb2K_
z$E0AV>lW0P_smD~?6O&Re+Nx8lKOT0a)-?Q{9g-X#eLgz&phdQ1ImFtGHT7oSPt<V
z>B_t{y)nS!<L%9If8LZZ^8J#Pc+U4Id#c?Tt@Gz(;z6S<bG0vLDfm2}vFNr<#c%hI
z6DKkonI`|12?G_m7CZS`90ZQ~mLGn5pGA5P$IaCj!+trl+|63t>=eeda7nSMVK`&U
z!|?fTKW6X<#4+EV(QRav2{Ki={p13}Mg!)J94&20D|eg+)dnwPW`;37oVEYmp?kZQ
zmGG^Mo~<8mF87>I^Yo2Aww<d%)p1UdJcqUag_k8xAps&&S=Zj;Xn8dy?Bjw(%nNgW
zRBo91^?lg~v)R0I{p?ES_GR4jSFoPDcCb*e@xqyo%`18&uLj)~;0Vs1vcfgKU*OfQ
z6-f3bS{*-RR_n~jwD5_=_fiF&+Q)4zT)U*qvgfmE>$x6zW{`8;?B{fj-R$0dPRn=h
zeJi0QH^0T>qk+ktO}5&#%PxEF6Pc<g;8dNdWTt05vF~~MHMgUOOE)Pi2&9?WU0loA
zGB<0*he(ju=W0)On9=8zGuao^sLJ|Qs_<ripkDi)kIDJUF%i0!Tr7ujI6zBX(hm0v
zeO>tI;VcJ^f}5PBajOrdgCeiQW*V}7H72L{!*MJ%A5YtM+`XC`-F?hie?ifs=@-^N
z6K->Vpt-hfcgl<>7i%-tX{Cm+JN@5q`%z!0&IKK<t*uQ9cbtzYJ%2zfi?#8>9f8#q
z0WUojOqMh4Fxcz)5KIKkD3m><V7529-7!_prldOUb7ydGM=1AYclq|N-#Xwb|N7S#
zC01{5v~i_)gXa4tbv6|I=jJXb`_FcHZ+Pq{U!J*tL@$5a*tV+iLiIcIM}47hg3s7;
zvoICT7nO-&j^4o88~&I3;Ud9EOaEm(r%rk(q_hN_Yn~Lnx?+dlHuq&cv*dk2z5V4N
z-)A*^xcmKo=lp-~tP6JD(a?P*{`^nbZr+I=EE7Gx_d7jQm=$$yLDq>3on6-3ly?8j
zesN-=@{P^u{Hs>2G5`%;T5r;F+VR@tf=IlS!qbm&1{@mxd%avw)!k4i7f}%K>T}gn
zC=vV8e)p=SzGl_t+iy7B4;9w)mzpR($!Bde_}r){khU&zi>p7=!wWl$AL_i0+ju5#
zd-l-@fByX_dapjeR!mmi&%i08=!B%AiDnGf=9*4{cUISWp8CIcah=FLd6o8~bGKd=
zDT;6@3cdR$`|NZ3$7hYk5+Sb+I)9c>G$|5iS}3J(XIr&#-M4nvW%_Rtr!L;`Lwmmg
zq)Gf?+wz99?#A|S-R+ruR-d}lCkD+FLd*|sEq4E}4-7OGcK!SKKA)(Fh(uUUj^#J4
zs8{!#uBzTYaN*>454pST&w2#Xd{6D@iwJ28bxYmT9qN{P#XILT$HL0kQt%+7!NwvM
zCsT(N?i|{u*b?uo`0=$MHc#B?pu(Yt?-UP}#cOYSfA3DZa*LG!pAM7Fv914iS$=+5
zwm_LhfaB~v+2ZSc;D*?tbBm08By-&jB&K{>_T_Bo5+g&W6H_jJu{HQSO{>Q2W}pCv
zvApu#M-N_>t@(YN@i1S_KY=69<(A8uHh1&h{-Ry<c(w7dS@sOf-scoc7Ahtj|I!#Y
zCwk7__fi|@OsGh_bM4x+tsk>6J3djrmR&4=wry8#)bGm4&r?fms#*#@G-&zEwXi)G
zHfQ;aeL{VmS>{{k9bKJo+r3Xt@z0r`2R@ig6RpV-FIaNa2Heg$Jzf93)O=3pSk!g%
z?ejtv^cw@#Ox>1rlq=`Xj=<pZkB^Sdu&pk0S{lASuDA5{wbI&ot7=Q!LG4e_K*^~)
z$0QY}1nO@DuYmadI(p-aljVlHHi>B4Sv#Kf<7g@5lF3jPP%AcLTDa3YuwNjG6Libh
z!9}j!3Pw*^6xPM>pBIpk_hVDm)aecy4B(cYLvpgRm|o0^ztyLvXcj)=tcclNrkl6_
zZ`oU3*WBE-*UD~gN^N_aYz>)@W^tOi+o&<X&6a6lSE~A?UXI3qbMZ5cR;i^<amYBQ
zUoFLP)cDsVRqrj&zs#B?<-(rvZpUN3x0NycpU%uQcCXeGKmSr`mBzfwM~inioI2dj
zpPhSDOty87WpSGM4-o^ceZ})@K6$?QJ3CnK|C&#H9LaONc_K{|mPt9?{kY6;?ktm4
zE518}rx~9%8eA=%`Qr0O`@fo6dOMG-shlG#zU=(0DTT6zsUf}FK$9z7aiKrJB}w1$
zsL<3c%Nqj@+yxJcy}iBNxnGW}*JW9JYU)z9sz;XlcI}F)*1O)Ae|DCsl)|w(G1)?&
zwCUh>StWbR#dE6n%wFVkFLJ(elFcH}<>Qe~;lecMcD}1h6Wng^d%nNP__x`D`x=2E
zYIf~$Pd1mAlpL99CNJumx-H?y()&j&#Y^|SJ#kF!8Ar#5n(XXsvt6%WEq=7~+^2K<
z4Da{64qxM}F>S8FEcFMLKZ<WK`DX0<HFu4!bz-({*QeuZN<lU}zT4lOcvY$Pdd-$C
zB5~`lU$Sg@v^GNNzH#-VgZuw;K1}|dxL%GuI`V(s-Ht*LQIXynvzkR>6OGj$%rTPv
zw((=&kCfw|pRI|E+8VI=_L2F2byhoQtP?ytzgF#4!EBq(M~{+n^ST2~Lnp^BGZD7a
ze#Ue3+;Y!Mjf)Pg=hdv|?AQJF@PIdC%<eq`i`Nx;$yEMY_DD+b^WsgG^4eGL9rflh
z>~p)GrWI{GznkM>x!nC_OMCu3*PVQ(B=MBno(kdn@nJvSD5u|v2#s&p)gY^UC(*{>
zNVoLwqx$nxp1J%h*(0EC{l;RyN<&imcP90dTH5j%<&W0f@5^TYX|PPCE;ruzxKd8b
z`L5^9-@cV?jy-a-)3U|?ZH3ot=Zb?5xF6Yx{}wLha9w)q#@o5V?=$Lu9h#z_Qevaz
zq%m!-Krx5@%#z$WYc2dg>Im7lf8hDIacME%!%3|DDO>zM##DS+QP}BMXv^h$wC<?w
zy$orC1O~TWsnj1cLyKQkNpY}lxO)Bi<A1;3A3rr!TTr&==C0D!Y}HCqJL><}>23|#
z^84rc`o4+E?vJjl4Bqj2-R>>tpP!q{{n1BH!Dt(QqIyt>dG4(%taE;q*Say!d*1t5
zh-0zy$)rC=Znu;)8U&gYURx7cxbDN7&F9tr6y4hQuzSV*zanh?dl^-mj~&0+#hz2>
z+;jJwT#aP!@qeAg>woEG>Fu^({cd{3d?V|P|2J;d2~9avZv5)lw&#ip7dk$ysdeyF
z-{GCF>z?rcsK<gOTn~5id6rMlW7jJ2-J1XL!GyQ$i>LYScRzmc?uVXP9PaxYGk>r7
ze<F^>U(WU9)9Z^94yCT-vt4|C?X|Es{-4vEvyB%spI@-?>T?Y~-`4+2tWsBh|9R&6
z`A2`B@13!All{5fdUY@7haAuTR=oQ7<*fO&|0{&w{k@vjBN^4#{%%fM*s`9tYd*~n
zpWV=(yZN~6{olcdCFZi4|9X4Rz;BDY!OHo(OW%D-y>Xdk&NtVB!yMM<*1y=}pPC%}
z(BAi++M3_btt#fo#YB`Qy0!m2cF=swxA?u!R!iR8`}Li6#LjPaJdz>3r<b4cxxH=U
zQ<Hz+Zp{y<JttxFW9{)v+k|<`-{0$%wLY`IM$WFrLT~Svpu@FX_1lwPb1L-cX)Rt}
z(p4;KuzY!I*Zsx8&eBp+CLeac-}n2&8RPR0p3Tlbc9`G3N5A%^_m89cbqgC8HSBru
zOL14-FFTHwleSv=jRE}j=~9YU?uWdX9D8}E#7v`8;3mGmq;FYor$_gWgWI=kSyHT-
zwv;#6ZL`wiM0Kr8?<dLXcAr`ydAer4bH($8LOB^->RWfS|J+csA}TrTIBYFIjYzNN
z;-8a^sy;k$d~<ud|Ln<XoAi>*1!YZ6{SlCKRXXgx#My6-h2g`$L1#tp?7cpZ!D%r=
z@5Pd}FE|!fhzU4oC^bK-j#|?9iczM}&8?U>`Ri#Fi<H)HJGb@kVRqVF%yIU>0tp{*
zkJm$C%Fd0OSM>B$b>?!mWR;vPSJ?B=LDFpdvE>r=yYBSI_fD8!<fw2)UO_}qXW}W1
zOV+*5{-{RfM=i0NZ&NAc+{V)wQFbunwRSPb;`6q<9<7jjd-=IQSJ@-WSeKti{<|J<
zXL$VQ=jYvPRRp59hBQ38>~G&Ioxf+I=3>o#LZA3JN|#@}FLC4?=aqW##LQaFE}yP*
zM_z%ZO+n3dqyBp=PLf|aT6DA~$NvB67^@gIujeFhFN6KsyrXOX{(<z(I9ufPtOctb
zB|{~z-sWJq@|>9~!Gw#UbKAyj*;n2t4V`BE`8IXB!;Bo+LlFvB>if?!_v?ku_5rQ6
zn*dq~SLvl9aB79Sf{H-e^?IvA2bSFZTVVC$q0QdFbprn^*Kzjg_}m5c0gDAW)=M$+
z=y}!Z?k(c5xSCg&`0Gk_LifBN1^vbgUWS}4a~&jJ)K|`VlN7Y&$3LFd!-exLrSCWC
z-f2A6zqhv_u{5mh%)K%m(SH9+t9s0!t$I#S3%75+N|v+2l)!$_==Q$<Ka>xA*3G+O
z>1CjFr)jk}Q$ZRd+tG=j5ZTGmGBeJ#zm9E2*wmGxx1VnUjb2_<6ewd_cysN?RrRU4
zH#wOW-VA)Pg?s<6E!*C-<o>8^JMGu8G^l4<vcPG-2RX7b;<2D!(i1+VQ?p!CH>st@
zxIcaRG-~6#obXk?Wk+<h7N^;OQiAB-Rgm7q^o9@B_3UMH&is-3_3n5BXS31v#jfwP
zK$GOsOp2i9h!96=o^p@CsTI?2Omj`W@?zF|*VIL!$^x@KD{ka__$&7H)>4l1@*?~B
zHdowKpZ3i#YH>yMU9;TfpViKv&Ul_AduaaO#EIMZ9$x9Z{5a<*x9`S#*?+8BK!cET
zUkm8{JEd=QE8R|H>d6-^H!aqKhS2%+K}#?}qmMIhbAVeRipninf7%6|KJWU*BCzlG
zKl`n%FT1%<8<c!Fv7@=%O6Jy=sW(j1{?_U9&A-vTN^$YV7w@)8&NXQ?P~LgN;yBn$
z0q~HLiomHmZX7K}uRsG0H^0lDQ=D>ni+baQHxq?9&T6^ut_f^#(6F2YYKb*YaL_20
zRzxHom#G&|-(T;r_Wr%AAEz8r_*ax?yt-$ZW~o0z;@_EzD~fM(x4Bnr+bFkw|7Om=
zr`aEGI%&*%d&+da1EInB9-n!vXB#@rm>82Y=P{Q6hblX0B_3#GCN)nPk_%W4z4>)s
zUfSlzsfmwv_|0FDdGO1nhA-zLLfm`<XQnWJMq7-x<aoe)1^I@8XzdFEXJRICdpB^U
zKP%e;9chQOo;X{KwhJ;X?5P3`gqHn%UR~<?<K)Sv9e(2cna2+uw0k-CE2~1z*X@t|
zt^c#MpKWY(Wqxc@Y$0<i#%{6J@vpgGqkj8zpAz6WyYt!B_YC@GX?edNwH`1Poq7AB
zQaLD8`*^X0>Q{L;j;CL*1iPhHDG7X=K2bk6T9!jQ*5P1#<R#9xubCV4c?38vPup?b
zL`A@hPZX;O=M<-0pDcLDkC&T^i|6{gvr9`kN)`4ba~K%e8OS~7*>A~srECT}Xs|T9
zRxe`1g4OvGt9F;X40^kK*)q4^yMN5i2o4Xwel_pxEYlfAsa)Ig?sonB{Jh+H8+7l+
zr*pU4s}%&i`0TJ)|6M*za_Z$R>RqQ)tdq_u`mFKOV_L{pW5v+5I6o)nNPhkA=sTs?
zV{hy%R%eM=7qyj3R8%zf!;YMrM!XU`X9hPoWcY2@(}owoy#gGmS3pI~)gS#YrgC4N
zeR-P0jg`{MEg%0))^f5ac@eNCVk1-Vaz9^*kHQBecw6k|>o4uK^nVu}#^QAHBV;<2
z#R;Al8UuR&3vir$4O&8|_Gw;-gT|Yr%kIg)yI7qTPYM2f?{>K^XUn8ye}y-d3OaYb
zDO>dKWr@DQ|9s{4ErPruewY8<H+-1)W3|1e<*AcrLAgwlT^X9nSACRcT38ti7E};f
zxj^Y}@RDY!+>ON?>OM0rOts6pm!0XUFy#v)Q{s8%#E;saA6kA`^3Y>j{5GL|h4E8l
zQkfQ>O=~{>*l>=5yq%-MltKe&>RTxFUlBY%<)Ls!grk%rCnMv8hLgsv?nlOR>@)sV
zT?IK=Y8jK$=DXpspLluZ*7Qeywy<7)x%1E=r!8Byq^$LS%Uzs&o_XQokF_^ymv8wj
zWchnx07s+4bEZQJH(lfq=RNt#@_5-X4#mcRV+Ub5JnK)pLq=RUXw+ol_naFW7~A>f
z--V@`Sh0rK98R@rH!y3xvgi4?T+jsl4`GgKIgZ8c8+PoFIG7+HD=RxmdG@}YPaPy)
zIMlmy@H$#6y)${`vb<6YJRWtU?nc{u_UOp(rV}I-eS%$t&w`iS9DZ{2ec6I<PZgHc
zuV*j~x4yJtLjI$&-HLTCk(H~>m=;<sjSM+9XB#L(DxJSLeewn6sw&4Br%s*H^Ek8R
z)QTI^XUvX>kMDQw7Rzj8%$uq0pl~K;bDr4Bh7F6-)VhB4ci;A2^eR~Qc$};E-ROjt
z3wI7Yu@(?}TgA%CzKv;OhuVbt8$UDlzNjirIvOF!vC#G6(Pv+)HZRJwnk&F@IZ*Sn
z8OxzFrryVs>T9*dY=7#xg-=U5ny$VidD2v~B)h=kV&g*(3&MVRFBfJ?w9-1d9W;9|
zxzg{A%mM3nI~GSD3AnK=s@-7MsTCRPo0tADUwGk8skeg3^62TJjS~c&Rx7ofYZKO}
z{>on{cf080azP0zw@Z^5L91SGbxtZ-@aUn{&5uGHS9{bN1N^RkRqrY|_5Q$)B>S$p
zbM?P{Ih(ir@Y5p6v>h@T<qKhbc9|*G9U9q&<}p5+nc3N=qvo?5y2svP%*Nmxvobc}
za^!+@`S6MwwEo?uae_mJs6f|=gp22<KeoAM{mrQ2{OdKVv^IlEe4~GpPld4x*p;sr
zSHEW_Z@BAIv|P{Ldoy2MxcqO9=Hg86sfEsN9GoqZ)@Rw-VrJNFEc$im%giirsdvoP
z!T4?0+hP~c5TC;nBLOQX_6Of=7tUQ+@mb>@)33jEZ@+I?%q7b@f4a@@I~rQTwL+_c
z-0r^L-#DrFfBdm3*7hE!&$|36Iq4}6?6yg({{K~c$NlZ&^=<iAL|)c{7B5`#o3eyi
z)nUhlcH#eAGwt4J?|XQ#ax+KEOpX&AiE3F#x2LuUM2VOPb!L42o4h@@^!66}v$Jjd
z{a$EfGbJWz?%&4$V|r&)v%MU%kKV~!0vi|01b}KYj-5O$>-wGt-YQxBP?9Zn`l6lp
zizlV~EBL4;m^EGy`?B~^{{Duu@}~RGzH@l|#ad8L$GcQR(;hU<6>Qb%!aUWX;vJ8=
zSNpA9vU4?BRFulxSeNnbmpU}FHW4%ob73C?eA%ez%DM9t-pRf>yynxn=_@x$gX+*O
zzqzocr1SX<;qTsgAqT*V(zBi$3Anj)*xs{0AZORr*K|JfqN5v!D!bjOJFBJyZuG9M
z7Uts1b#C0wX;*G&<>uqGq9h^A4>Y=crb}7%MT^4<x7aYrv+LGH-=4c8FaEoD&LX$B
z(T}A9-<r*zw?<yI(V)HobaLa3?fLR9i5o6mx@6%lqQB(Jnl&%@T`z7rcFe8g)GT3j
zKNW$r??P$$YN84Pvqb#NPp2yM*lqoEEVAH7ynFHfbitBXwaRPqvz{NaYPqPsSS!_J
zW<nU#!a5l(xpkZ^*BBQj=L_eg*WN1VI<-uxbXE4-Gqa3b*viAKL$^+yK0P~o(zkD2
zz2|Eu7@gusj99%X{phs!f`>xYxi{=tr{Q-Bvf}j9X-Pqj&+Htos%QTG{yux(8wo`d
zU0GgH(7r{HsSYO=8L>F&`ON=fc1fzC`1#E|-!8dZe9xno^PH_Ik7f8j)!F{fnN;@=
ziySAFuX^_kw9<A~sRq-+$fs6sIa+=)w^X$RTuB$O-#B~4-GncfbVax_^%*1;r|h1V
zF&8{DUnRr=D)X5VH{I??{w+D>{+^Rx=BgQOVBlSUH|18Gxy@$Nh6US=pZYGb*t&gt
zx$T-S|2w$X1?~P~H>q@i(yFr@iU+1#e6uTe-?E-}c~v40Jrw+O7>$@>dV-`~A75NL
zzwP+MNJ~#W>x-Jji@q)^&g6UOna^S;T)LA@{8oTM(aN1qdqGXzg`frzXoz}C!-Z7$
z8w#RV@-}CRe&4m;gH1uCaql|Wn@oq&_3S#YMLqs{dR=v*0-H~n_dVXpvxPaXp72&U
zvu>UHpR$-e%b5<Y;NEma?%-~56Q@7%Wv^FqJZw8`t{`#FX6+B*!`Bv_F*RCzSxw-Z
zoI*`WzCe4F@%Puak69QlT2igJzGqHLZ?PXJk52&QNl-z(>2^o)Z^<cl_jooR?2A6v
zo2|vg-yx#(@p5i9_o5Hs?^Ag>%+KdHe0P!9cUjToJ?A0g3w@tHTZJpl`*ql8O0Q>f
zXj12I)y4p)Ju1ss4!wEx>+@ySiU$>cWDY@=Uhcb;;m@e3+ydWdvFVw?FBzweZp#8g
zFWeJQywbSg2B*a(51~x%jQ3iO3TI|XKlO2EaXPsWI$C!Kq^SSn2R8k<-J2P&Zssoh
zsr*;veZ$My!W@^cYfYZUa>(b3*WGW{$GbN?D{+iDoF7v4@$9J;s`WwTsW%oaZ!oy{
zu*ya*_g{2$^z4(yUFOLx8-gd_V`&j)yAe3?nDxQ(^DP%eCNP8ATgi8KmB#idcfIb|
zfAz|hgxA;B&akhy6Vs3Dxw$#LeCy2(iOkdV<K@18cX{h7dcBofJn49!Y;5h3Z!=BX
z&rj~-Xqm(e>j0k2Q?6>c@Mf)AwB}-#L;UUyuLWj(byJw%eQHZf!_42OHttrgE4tF!
zs`w|@XL993yA3J=&-?>t)^vfE=`p?8mUFWSR8JnzF=H%s@0YvE5b)>s!gjf)j$L}u
z+kAfSZ`iHsJuTz^{+G*U?`mAc;JNYY_3P!YgV_(Ua*Kf$56)W4aKy6sS;^+<`xbm&
z!OXPqNy0LwLrq=94|U$OEPLU*XQJ@ZXUW_9o+)!|k#)a{GzuP5rj#9YtQ52bO6{}W
z-W5Je4l(~XJ^X0at~q`!haT?8Dlv-}c(-5XT+}HIP#IV({^ws??2W=J5*_=h?n=a%
zsad~XsAlE%G2zCYJ8Mc-PB}J#cX9c*X0wIi^X0xC+|Q~sZ_bsyQ5z&}LAfDDOKb7+
zo+!qaq|7;@+F=Q=uB_x-=)>^v*VosEiHBHnJ=GXHnUs#+>Q%ZWo~x~p|Mb+<AD5=@
zYmxu|<G9p^PL0Jkk{Sd4_<kw=@gb4J<B8aMhQ@$P+Chv9Z@%Mfc{b&-Rm-yy;jo4E
zHoYf4{@oB7b~r5L(pu%&XW6EoPL1f)tNF!p;S$4f*UO30#y3H0+q(XCns+4awOMWU
zkyXX)<I~A&b;F;57yTL8-4$;L5SjEdJ^J}4#_aPV4{oZN|65znp11DBg&!Y22|Zrq
zGxG(g;rcC9LF9U8$BW!sTUKhjntZ!;vGK#a>UReZ^V{=${I5Q*f(dl?@V9Ccfv#<{
z&GWA@_<xCxjlIh{%gtehyD(?Vv2q=zM78pw=53t~8y+4g&amHod&76o)YacFd{g-M
zvmI@=Pr9*e&nvDeJUd-Jy|6P$Z!rMH*_3=ir_ElLdb`-R8H&#|?cb~{khXmV52&BM
zwtMrIEh3L{_eXf2U3IpLBk{{l9m~L$c7M@?mlw)(B&JlBo^#m+DivxaIZ8Ep<~dsw
zKRdIo#9x-f)oUfgaq+kcMo^d=CLinB@nR9fp3KY3GBp<-^82$d>*}g?Cc%P+SAyMK
ztJeS6?%^!@cIQ!T2ZbqLx?CJ)thwF%|A(31+h4YBF&}Gr<mz`n5nPh)r{LqSZoKvr
zE5}!k#3R8hvz62MdU-e8?h(J)x}TZjm!zW41DhU!GOojmjMCoet;}7cr={H2;V`2r
zhNA_xpo=&DTj$cUo@HlqR^MK>b-sD!yvm8mI`{2&@Y+|kgu3;zY&A-~lJUPv#ou8T
z!?p|so5DveY!yt8T($+2>{`iS^Vhg`UZM$ul;~8@hNDD-lcBB(Q}#T4A|xR8qmDOv
z#k~(bHt-r;@y!aOoX7e<be#GwN@`xJSMEObgj=93zE<jC^6y0HI=P(Gzq@}ndPs_1
zec=+KP{uv~fy|*4@m{``iAv&5!n<B;y^-N-H`DjBQ7FC5q-b&9?yO~t=aHv}zFgDy
z@mDzWLfdGaA!tnE+gFanH?D%Q8EMbY&Alaa=*1%AMYV7KIPZOxkrQ8jr?8!Enw#e0
zqVT+b(ZU?6$1SEeZ20qLY5`06OuNO`y4)X@$4{SV+b94kKQA*L>d{-X;@BFaSrL|?
z^>}Yer=IH5T)a}m>rdr69qW%THrpTk_$#WSHrFC*zkKVwq!8YhH7{!~_xxP3va3HX
zt?1esqggi(ePMd#5|aP!&d%7Q@kx&QR!%Fz6?<8o7Jmu6sAiQL@<&eA@Jvd~@2qI1
zg-=dAR}x^GE3TBJ{jMxc>CoeX8-hH?bn18yNZw(MUc$)YRD2G!j7ROWO!Z#zdB?w(
zW<UD(S<xbEHt$)c>tTu&|Jq+OyLHX^@OSr}X74Y3JNOh2q^h5}`?^GXS<kHN{en)f
zm0I}M#Wpazmr3zmv;F^#*+-&!<<CYI2Zb{{9IZFpChmRlmGLs;A<xNbpfhZ4^~Z&V
ze36wEm9ecdX*6(tuO^VD5s~vbhQ%rVp}4?C{&!_7%67-D7P@)yqG0*4d40<h_}{sE
z|CAT_aOQ-Epsmx4iGd-HkFEaKT5yqL^RvRTHAY!+Udwu%w2O7O<%CI^N==-!{*UZC
z@jfZOu-p80U466NX3C!sna1M8v~W%FN~S~Q{?;FF89u(c(RGVMP5sfOVayVda)-`L
zth;&nRoZ!ug_V}Ys!kP8j@VULM{N}rEY5BH-{Le^|7bg}T<fDnMxWI=A3QkNd}Dk5
ze6zVuU*vbI#>A~z%>4H4+ZAip968b{%-ipHX6Lq~%g+V+w6-q3F}JFpeb%82?o+xx
z^Q-i8E((LjWJ3LswpguQ{E>m_Uhs!0y)CPE2=S#09*f)W_sN67Hg$@Fgb7Q0W}|S)
z0S-mwmYKh%i7DD#kW?($efO4g*S`gi_HW}_$Zgjnkanwl)i+QBLQCHB>rO3&KZoBj
z{rNua2m9-g<HcV;Fx1tQmQ7!-D6lNZ_T%%NOf47PS3IhYVt3l?^;Ae8t%`4ZZ()*)
z=QF`WKHm?2y9QpfVHK<JWxL$*ZTIW16y)=jYwG=4R2b!~)_z^sVaA&uzy9Z%2xPb%
z-uhdxFf^q|YuRlhr;I2o1E-AG7K5rOUS3{XzRDi$7X`P=U#G8Xm>_uQ$V?mdTd^4&
zHw<eRh(8xQy}o_L?}m=NPLHtY=-F$cOKyG_RS?na>YT?od)BOiXJ;hWD!pIe*vzw4
z^!vYq&AZc!U-GW)68QHvf}`}UA?w*oA6ojuEdwGw6nval#a(W3(69`7$+Yl>@9EC#
zTlaSUta;@2;bGHlzA1cD<BKOaa0qamwKf6u+3r;bMHk)d1nsUrn5uqe#k5;(f`_h1
zsb*aaZ!nnY<lZN9aGq^-Kxk-d;p1beI?F;GW_)bCsE`jDhT_Xrb6D}-i(z4e`O<|8
z9gE)Ig^X*ogO+=x{!yQ*+h{P=>6x9nz^u!<Q$<0XPJ49$CKjj9|C~?H3j}o>ts4zC
zHuy+REm^1X4BWD3aVnKN-TE>#(_0~Au}<TKJ)n)q3oG9*O!WsvMaVqRiax{0yB=5n
zo&RI7@CL8({-%!A4yR^=TGE>AUWscSsUDmE{_CQ5Zw-F+Z#x_-RL{WIzIb(n|Ci;y
z?uS0iV_o-W8GEw*(=)d+yO|sxx$D^EUUgFlS!{ycE){`Ir&gTFb#V=xx%oDe#kPy-
z6%oGGOct9Cwtp(r<N3ekqj$?ALB5_{rk}I=PnHBQw){HuCGG3}N78b0%)1?CtgKrF
z8qnf1JiBP;PRWM_7MBm3UX3#q;45f-u&rGG*}}ErIop+g9K6JFk^P=P!2$7Y4{tfz
z_2_ZUuu@l67Mpr<)|9(euXHsRr|)@xSl%d3*nFlDGuQd%+kvaxY`)!62IZhsP^WP%
zlT+-=rrP{PFZR|SFt5_OrN6`LQnNj%0<KqT`CWgz&s^MW*0<hMtMAO%SGORuTG?6D
z;RHwG^Ius^lWOc9i!(&Z9^toA7MK+t8b9M+4*wdXEI-TD`<GX93;e5mKfQ2Is`s%)
zby;W57y7-t0y#BBfJ61T+V+MIS{6;#f*)#x1gpQN${m^Q9vEdM&{4nn#h1NI)lV#<
zwB=gw*Unv{BtNT|Z(*h8+qb>~_HFqk{qGx}Unu+0-rKzXRz=|L0!Pk6sxx(SycN#a
zE9k7)viQxNAFca@b!WWE=UH5s&af9$AwS${JV!(J)?SufJDzub@!cp<`ljs1Re^JF
zxSIu?ioa_xEwsGbGL^5TN5D;h=a~NdjcfB}tG(NE^7EPQoCHq=lWD>1hnUjqE#9sS
zU-q5toRY}LW``M}-_LZO<7k<5ctW&8g{sWK*k$KeEd9gJQIR%dTfeD_z^v(;KJ2Yu
zP;h_tGV2#B<~3~VPcfUua_A59p}NU25@yDBx?2`3aA02Qv84J`)a!);e0JCRPOY|?
zv9GQn^S`lCh@hg1fRWRTQ1#wdKBcE#>`1cjntOM>{qDK11%x=P=U!Nqs$QZXWBedk
zqm<vf((<kCXPu}&$CrZl@J4LUi@m<DjYpE{<MxHl?MX+wL}yr)YNef@x3)GeI=XwQ
z_w+1#Q&ZDh_syUu#T;y6Z9A@gtvzN(fnwR48;L)DK04aH`<H*^q1qLUjR8d)in%$g
zm0J>j3mg!W7Tu8fTHa0R<7fSxg~1yR9_Lu-86WWRSs?qNj?>K@#{bsNz5C9=LZ-_)
zDO!VJ_I-Ayg*y-G=;&PG*&DZhC!bHm${EfpmiGv8d{%b4aZTvZ|KD?!)%I{l?Aauh
z*ME0Pu9C7F$Jx^>-8nd0dIZ!yFREd6Vl0l{mIGci5$DsD`}*2ii>fax*fKY6P_K*M
zS7Ui?O=PoX@Uo1RA2(i@;o~mL$7;h>o!1E}Z>rq$7!%W5E`<MJb$Qdgdv4?=^L|L3
z$gbS-Y>uO<02>>Rdx1mfokq?A!zMBJ%bq)4e;4LB%d5%(+6Yr3d)6m(Y9N#1maWyF
zSArX#H?B7r$j%Th*irZQmtI26lZozIDlaYfn|n#AiRr^MoybM546a8EtZuDvm-_0l
z=)!b|8UM_s8VzdK@<a=92y>s968QPtQjqUhGcq#`^;6nFRcm6K-sQDBwG@2Hd~~#w
zjgvZaLEAOM^{g*ePn)~JDm8@R&NAQGCKI~Z%<tY_)VMx=e_h1RBGqSSW;Q>cUmw?e
zKv>-`;p(c;h;2DD(>4`8cDqycdhM<KuJgZs{d#v%Kg*#n>yw!he?<v$7+>jfn6WS+
z@GNIb!|A7&g1k6dX8sloc3Zgg#O4(~&-P93V-0q@9C&gEZ?K#7`?pE|jJi*$R4%+{
zzj;wXn(d`5g)0YjtN0$CnQ6RR!LMJ5i$f%Hv;N*MLU!MGp3fApD1R4|bAO-h!#|FK
zu_6H)x4L?mHVSfF{?3D9yCqXgTK}!Wi>4cTcb)*P6luJ$X9}o=QTg68*Hgh~ZQvp?
zP<3o|Z}R$Lj^y*P>}H1h{q=<wpI2V9Zr!z6-8);EzAW>d-F9}ix$~b`eJf>!f`5O0
z#@_XtVbJI>qpw+Viz0Z4DEU;zB=eYhY51m>yVDO&m}0xIvaoRDw`&(yT-md#_StP2
zr_EM^9A`C;FERr4uhtly(pvm%uli2aV7If{r$MvHX^(6-wx)flY?(TB>I~EDY15*#
z{;6GZJF2GC`s@CY8YkPoQv?tBg!JcoD@?h}4|4iGhQv+Yihqv93)t=8{^p%_D9$+U
z(<;yNa|924DKW}A3Tlu%+pE4cb)O4I_<XGcpU)o4UN8IQcA-wfagTC|!!aMP?rini
z{^j+7{a^dzpBv3=>H!r9zqn4HPgQrZS~2g}%JcFjS|*F#d0YLeel3rvb8-=2=aaed
zb$bMZNP;HUC4*EGS$<`KS;3l}psAY`LL7%%Q#r(^9_@TnvP*!6?a{xy&sz^(yq2&E
z)b)KWP$cWLb3KRH)QOk%XKwA%TKrv3_t^V$RX*}xuCrBtJTT$Rv=!h}Pq=0XepYr3
z_1PFUk70(OvRj6oTGx^#yPsyCTCuOkWeeZN*G#V_Xxw^nI`~DsaG<m8){y_RHFT7>
zoz~m!v)a-@!RPwvUE7meF3ib`4Fkowmx9Ubd1==aRRo^N3s`mMe)v*;gm-O3o0?2t
ze^rZ>(ucV`3qNU@FIz94aqTb9+Z_hAVNc(@>Iro_`+61gLseJDo=->Czkc<xf@it>
zn@^S-@4jYeyb$qw-yEY~pHAybi=7tqiY+`U8k_xo>8GgGjT=_IF%sFyzQjsLCbLHN
z-UG>%tuKS$weVKCfYvm=fw(B8WkRUi*|M8QB4BF)?kxH;CD3@=p=F=6_?NBs|64G@
z^S@T3!Q{ssdDTbFZ7lMqT?Qp&(6(8lb;_cGht|t!9(ylsGb8fZ@g;{U6nwVad;L1s
z@6Y0^t-skSH)d!kw`^>_I=%73+wJ$=G_Jh#PP)~+B2z)BE$R0Oce_P@b?2UiF2=2a
z)}KCSZ`iei3N=2zJjREi1uW%C4}PjBeS7B`<HA|C{Boy*g5B8*FRNL<ohaNAX2Z4r
zx0R-=jrzQ%-yhan=eP0B-uj;%yuj6A!KcX|diO-H`X6#kM=QB5@mI>NBECee^Tz*o
zo?2wIbnzUC3eP_>nv8n?8suNp_`STf=d0qCy;m;2R%%JRsxB}qST7zliohtyDtewR
zH#hg$oP!5e=`$y8kx_CD@mD+>60^GD!+iJpj>~U%8{68%nEiPz5n!R0Y%TR<9cc7$
z<4IQqlWMP<42KRe+dDq|ec#xICH|^x#{3V;o7<;PlLdA0r!7{=IMVvE`ud?SCy)I?
znW{Oy{OqY8o=VYf9HA?2-Bed@(KBIrGsEsecX4-fr0^`zcDlz_uXr6+ynA!AI6oLP
zvYxb)rRC_^_*UDH><YJY5BP2<o#n7nQ%LI94^rycqk7-<g6edpgzs{#hpRoT**+Gi
zC{6w)B=E3Fkwdh1T8Pcg%6*K9N1i$!k(7V9@wO~S`{Up_ISUzb>g2mm&G=#j>WeOU
zU2^yHk=pfJw}vj8-IHV4ZlJt#muXtd1VN|I_a@((<S-*jdD{tD&_dwkiQWz~-h`Zz
zPCxjtUiR$Yd9D{qXFiEso*owvz!11+(cZnbw#_<QPMIs1XmfU-ni1UR;Gtmh+;VOh
zcy9mBG(jgfj?_KgM`Qkn9CudmSt?+EUKM2UVn+oZ9figVdx~$~o~=;VV|M<d?FX4#
zeE&BTehBq9$r0AmaNMzE|4-(QjZb6_fp$GkJZ0I!I<;)dT<Q2D4re5Vj`Ag$*C$K#
zS~KrW<4fEWn0RW16=-AK&qYRQ?(Le3pG{E~n02`~tkxYg?iwM?!Pyd4e^KO3wXo~^
zzs&nC24Ac@7&=LA&OFOT1KYW0wghpur1iPq_%bb3ouh>z*zIhU<%P+bi_`jdnKLe&
zVHEU4r^`C@WBJCHSIrkoZ(+6SzI|r4&G|JhZDnEg{@u+lcm)pyuU&pY@WqLU*N#h@
z9~91tKWzM1_L9R+&<RJKpa%Tv{TUoBlf-j{KG%3k+V0kENS3Z`OTV>6y+K*JMnnGj
zp%4Dz65BN89v)Z`{aF4<%9QYpZ&*M>eUB&GGPa!T`>wCvU2x>}0d@9j!#xJot;v(#
z2B!u}&fKUdkfwiF{icP@*Y(Q_mOS)0=KOVLw_WqYzisJgJCOoDDS0L6UCS2AJg%#&
z3*PU(k0H_MAYcB6M_a9>18jE-Ot-&u-YA!|C2L7q3%G+~>Y93JqJiJmxkfTG94s2d
zzwhT*ez!B*J$`n<2Q6={v;1osmtMVp`H?`Cb4vjGA*FIbnQd3D&bZC|mZQ~KK_Km_
zZSf*wriD)oK%-n?^%o7CG%7Eu8LA7cx;)Kcg<CXab~vlS;ATe&i}i;ayZbX=wiT<N
zGqtafjEeeed-rz3hd&FSFW$4jX6dTkes7#MufHh*UKR^&Yi*gn_t&<nuUT*BbBpO*
z_@{qMH-4W?_O&$!r)UQ6x|Mr(m*}Fmt3p?ANzFK-cC9jIN5R6h)!V=Rtclo|#A=pz
z=SHgZ?eH&kU);*?6uMtGTq2^xFAZ8v0XoQW%dhS>2aU>$LL8EcAy1sv7_IWSVH4GE
z5Vp{mkv-1(^3E**&IcO%Ht_z9P2BM|F=U6*j;w~lSLNHLgiSQ^Qg{=xz}%H%ErZj-
zPKI5tUS*w`XB&Ol!{OequdjD21Rj{fV7IYz)kiCpSGmEA3;CL-PMsRNZR^&pxAwo^
z^?Kd9zg#aweqVhUv|adjC+oGG*zBG6_!|R?T0q-&_OL=v=U}ra%8^&<U7jFqCbg~W
z;D((x8|Hq0INSQ<=@S?3e4296gXP7KgrdF2nQH=mI2_&S`hDf16+IUX=iiiaxFCIO
z<=MJDzvFdR>^ao@@xOoPwJrbMV+y9;nmSKQxh3mKDkuR|wOq*I|IYg<>0-e8$l|l_
zT-t@tUlEo1W_UpKQ2M#R-8sUI0a-sLNeOd2ekxe74YXjw{e`gfUE%rm-)<!T__Ex7
ztt-cL-RNtgyguqq8CTTA)Q-O2_*=BzxXWzS=e|3yXF6~wnC;n9@$u2R?HnuHdK^3y
z&O|HZSav@s-ftxLpee~Bz25TbQ^l`4r#jpy`(?tn?-SRb+_|Ff?i@WTQF%2~L(atG
zmCPl>ZCo7lcm7a`%I@V3jro4afoH}Y$)y2XBN<!XE?2to*T=!Sm06$lVu?o6tktqB
zBr@BVpK1Fzzc;=~dG_<u9EoOE-`tyis+8lbT&Y<@fD6lcHmm1(mNI-C4wtXLE4`^C
z@q%xr?Vc@fI9f7KrmPZdybxh#TUv6ch0~(+RmgUY1wVXpK*u&-vU`4J=H;nev-kv#
zEt~(!T_GVKbm%2V*Yj^TJQm;6Gi%DsdQiPmu<=8)z%~hc!Ju<rco`cFHa;(wbuuky
zJssq>SgB=^&yI=$0e$}?)A9um?VWA5aO=K(w;M!xWja2u+aGsU!R>37s6gJl`wZ_p
zH*9-;qm*O$zYRR8$yW|d5_PC}wb$TZ`M$y<(2bR4+RKkwu{Q?XeY!}9BYoOW!<7bd
zdydRWT5o=Deq6rse!fJb)+42wO8d^9J^QMq=Ot)gcNWvajoW?|Z~I|VWw&6So>lp~
zm@8MVWE68QelEkMFvq@rU*hs#G6!88#Q)~#TXpya_r5a_3|RGf(w&z(&od`}iDrJ-
zkaYTpVv!_=>_X;(-}5e<JNfu8^P7i@UugW0In<~1cKPB5pS^4+I;?PuJKbRL>ciVI
zYZsM}82zwZEv1%;1rnw2_uYOg@<&(K;`jgM8y%MP9LxEemGwYV`}Mc$r#?PTEVtUM
z)*R{}QF{Qi6z%J^f*ryFYj3P!0BsDb=u~7_`?%R8!Hr|H`Kh1V4E9E*ZW2`NxmRw-
zoLKB`yoXW0XI0O%9o_+N^vtYzGH*uCJ*mvs<uIcngXN8^U5!OvUxLXB*X7f@o)^1u
zTrMiT-22N$;F#5%0HZ)v73HbLk{q$J=NE5z8Rq<)W0#(5@&4yN)_zuPEQd-$y!Q8g
zJ|oB*Wpn)df#MA7KZlPU47Uw@tzfZ$Ys1Rf%+vH8B=}l4y#2nvUp)3e!mMI8^?OC!
za{@&#U6OZvJdMRElC}4(>#w;Nwyj+0d6ti-DzznG?iDTNmbCs^4m0)@t(UKptv>(8
z)MUqtIo$>ei=2MVotfdOU?S!lUv_BKBBNh{5{wHuj;)E_uJ_L2Yi7(#2F2$Bvvye6
z87K-|yOyQ+`bFnzH-{hRtluA5S@W<}e3su^f&7Tj_3P94-?g9qy`${TquiYpza=<I
z&aLmXXg?hPBmbGLI<NP~0+ny8_b>E6?6Rw~;X;7MmC|{aWS3oR^!O<FT;tp7BJJq^
z3nVNL$C}i?iaU_I=R}2BpJ&hF6+f=tx;3l!-KAH~KURNGthMuva?_OR<aqco_x7%>
zLV|~$39IjV#{WvbtFmRObK4PDj&{E}Gp=$h^zatGo@$VB*6GTlKSv_CVwKqfFXp_+
zxzb*tu-Qn|Z_g2dTia?4^h2&zx_;NL33J)jdx<CXZTylyorPb1|6Nrkczykj=be8e
zUv6f4cQj(vmz!-9c$K$Lm3pNSx7{>miP==+GQNeP%vyg!--OTSTaY#1`c?UZ3pbsk
zzCXGpGJD=agS-zGJ#q$7SJ!Q=Tl;HXpB?AS=Qf4=w<MhwRq!#1)&5mk^ZeXg&FOO!
zrUrhFb5`hCRk37wj}+s>{r`XOKfdzM>G*$_L@GMkvkRHGeL5ZTCiqTEsI&JLkEHsf
z{bBEdUuelmtnq0T=5Kr?6Kc1DBX(|mG`ovc@Sm1-7k_id{jEH(a-D|9zTayYj{dT(
zzEJU`V_E*u4-Z$^ytlbwS5aVC-|d?_^SqsO?YBn<gX<NiMv49uvwgU^_USzJny@>`
zq4z&0B}RX({gxvj@u}@&OjM)6zSGw6D^}flv3b>$w{y(b-l|XPk4u~Xs4ny9G;N0&
z8k@xD9!(G7X?rb@cHaA!jli?dGKX&H2Y=iaQyOAaHQz__?7dd0+ml5<Z%le<C;v=f
znbgF68w~bdP>6pn;MT7n>=s<P`{()3seFlAtZVk22Wih(Tb;C0WLb|?^=`fv<zM{{
z8`ZzsoNG?!TXgq+URL6-kn7U+?;}}%*$8m`T-<%)N%qvhkFL%NA;lZN9ue=o%CGg)
zsNG;Hy8uV9X3D?f)wR<cGV0a@MGArV?}|YqVV5?(>U{t5UPy?VEbrpmHP05EPpH`c
zaOSLywS3wR3U8D_<4;#(TWvqOCVxF_+88kR|ArMkQlOSiiRfM-j;k4<LD<zVwyN)2
zUd=49Z_{_tIXQMSH-3<p{%y#kCp%}OEN@XbsPTB?Nzv4cFM^c?y!c9lKF|BHNKs&w
zq`w=-)fZY-TW_Uvw!Atv3DS^}isfv1Rg!xC=VH*tKpoDOPSz(fPM*)blJdSDHdO{G
z6m&AZCB$*{#VL-3Rv^_|-a=1K_AC5$=Qeo5mqa7z#MpQf7N?Wk=8cx1W2!;Lz&hK&
z1<is^rjI=pLKbT)qgn*&3_fw4av)~PU9rG4ZSBXPB~hx40dv=}IF;Ut`unKYVMU%!
z^`q)pf=;E6PtMy6ny?KDW>Re2puR6-O<h3ZsTEIpl{zhh-L7Vwo)T!ft1C`Y5qe;1
zkAT{>uMalbW@P7|i}*1y^l?B;#4JScfZBE7gCGT+e*6U=4f9%HRp70+WzK)LY}>Z#
zW~1Z!9)VSpZ@m)FXK^Y`zA1eF@?J%!AA8&19qRkOJw@kF`TkvE!pHp1BDPe5nmF@*
zEZX?Xu~pFNq%^B?%NnCqCt5jLx?0{gp4tI7hLhv8H~WFNCCg<Rj!iS>VEKEZRKaKK
zvWhRi9&7sV>Nf!`#{^9U+z^HbC+PH)P{_e4A$KE;5IcUVA64%%XM7ks{Z7L{=5wBw
z4E6PoCFj^w-!TC<HcwC2@4tN>x{rOzZ~rR_VjnnKW_o)<R?~q-Qv7Q!M*J-}3p!e?
zNzjRDp^|t~OTfepwjYF=VWICJVLy+FV>@)2f$QT<TLn3uPE`@`$^z}K{B}f~w=v+;
zq12Xu)%T?M+OKkCURZtA?li~3T?<oN0w8;njGSgfgxB&doGN(8#X)1ix_$fhaf^M`
zxIf3T*r57b&Jj29uPYv1TN`ay|L@Pb$#X1=)!yxVE?4t9`hL@o@9*orTVJ_)HS_;9
zM-wrH?Ck7~2?v?h-kqT6tYEi(<;uo7p3Yx^&o^HC?xQf}3h3w*@ag89XLi160UdCs
zqqW#AT5M|I;?*y<E?UHN_UzfpzaY<@tFHnjtwU#&TP`k8`xhG<yY}FM^Un`M7w-pl
z>u_1b?60#8TN}0XuC$OV$Ldw9OgKbtcZq5nl)egCyZ^<vjW3rn8BEuST(ng%c}KxR
zCzV(3bB{;eH*O3FDuyM~zHJ7nA)nkP9+`96Z^gxFf=+13^jTPo!A%(_*>gv1)85?J
z7<J`bhOppX@F=p<r0IUAGE5TOwu>`p)LnlVbYMAOzx?kT$4wMOjxRi4*z*p>x(N;%
zm4b#&CsNf#b_g^EG_H^@0cAVz?m3o2cbE=^6mujq`r7|`vBmG>_7_+DA{9g~9(z&Q
zYxPBt<7({W%In79Rlp&|k<gQwmi4T<I8AeLR*C3daH5mzXJ>M`ee2ehHwPA6pQq7s
zMfm<@AIV<%KOwHEE-e8|viW4KLZZ)ywwuVZP1lWH=K4xP@yx%cr#KcaSq4pPpujlf
zn{X~w{R*Tgl2i;ap9VUW5gar|PB*HRTB=g=j`c|1efH-lQ^FS;`-w(U+_T(H`>A+I
z_UgtZo3u~RT>NU?**!03I)GB(s-1H{*&b57v;@rE1~&~<9+>nAsLgWTQTh4Vl2A9+
z3u~jd`@Jst^W)>K|6eUztggJhvC(<8+Ny9#UzVboVUnr>t9JW+T9yu8wY=h4k($7&
zi&Gs|_=Phqv;q~wTT}&BUEI2z@!^us`p)||HEJHMNWcC%Bg-<kD)HA8>x5>x;0Ddb
zlP-b!?x6BTqtUW40CaqF=`JCTtKc~_aD43L<uDF?xH~?!n=^TNTGp{|mTMRq4cgh;
z+uc}KFo-T-3Tfa9VAOH|aROE{GzKi)#reyw_!&>$?zd)tzOJv|n)5z?-%qu=udCx9
zrrZCXnfklt%SHFXH#ZFL)c^lG?QQUr$=zHb=64F3Q-A+CB)+d<ef{6pGb{=hrT(5{
zmMaxk^-{HC`|hwD_kOvnMW2oy+7OnjzyFWXyvk>ie?GL^Z^@ee<EegqXI~%Ro!akr
zr@j4beg7w)OJ=rV=e<>LH_!j813D6GqOyC`R_~aak4GzBuidV5`~JVbzdydsub1w(
z|F<LcH>gd~bUm)xSGz6Y>bDPv`JLCKYQA$0%T0=1cfRJC@s3ZYwAbERTIL_WIgR(6
z<#QSDZ!f=AeeCqFVOqcM*DBTD!q%0~=az5zdf`aziB-OLF5j>H9t*l8WmW8>gY5E0
zIs}ys%HPGD{$^SKujWqa_1IgrCsw_EEdSqPUd<=ZwN85GS`%J#32;;=v~aY%a#07J
zLFKT*E&QT3=x7AUo=M1&L7)S!y%a*0>sFuRXXR+IHRxk;DqSQDt#GwrbrP%w1`E8g
ztQS!b_;w&dh~sLfAL5{Hw3udbD&4i|`JccBha1evo(duARxrzjIIg|~TZ$}jYTjpe
zMyAAnJ*wwh;3)u>941U;VmZ|FBq<q^Fkr$CtScP;X*ejHnZNPLOjxQxNE!t-IDmFs
z_<#}<LU;v(=m~jNj+URs(`<w>4RqrY;4q%l-MbPkH7;NRwG=kAAHVea>!GyG3l}Un
zFiH92&l=D+05!ik9NTZ_p0rb*$T4g7?7*<FWplIl<sD2ANV4(v_SUs_UH$j?CgJXz
zf!W!spRNCLbDmV=n>XLLUXMFG&$hbYcJB6t8#WkN&t3MyHD>znZ*LE;2wbf5S-#LC
z?DrbgB)7Lq)~(}veQoXG=l1_ALqbC%xBZ^C<Gh)f*`dcDBc5%Z)_L==b=9Yn>V}z@
zRC;8suWeF($@zcdn<qPzwG=?75INaI1~Ym+;{N(_`TS#_o}M=K2;O`3+O<dO_CGm6
zM}F1){k8Jm+-v(I4!`^N`~7iV^E(S{Z6Y?x+SkeG@B5+jr_O%eu2)(;a<);HJ^OyY
z+kLC@++1t%?RSc}y}Z1p%v<%&UVqOArhmWp|Ce@d=L_9se{m<nh3WBilI?u5hgvv=
z3r?y|*Qh@smb|0rsaKD*IiLC6lF6Tn-*C<sP1d}2_V@4m|JS{=to>Cor}&(u*ZHmL
z-!%U`zvwQ1wD`Pj`|o$V`KQO0NxmuDed)6Zf5UmZ-#Vak0C&INC;j+%fA~KCyXpKg
z77OlXxAV)d`y%u8-0fSp1UOh86zvR%iCI%J|6zf|`u+c`>i#^IfBft9`t3ZQ*6ut1
zD%mpajKrOq&u6_%uUfzF{GH=plb&~DgQNA+o14?47p=b0dG(+2H_f;s@9*vw=WAy^
z)PLmb$zHA}vzS;8$;nK-ySqI3>Z;JFk`Lc*=O3S<89YV4x1oLe{krICiDIj{0{pFy
zxc&G14cXY)Zdlm&e(!fVy*(eCbRsr59L?MHRg>XMBfH#z9!X<^f(H&ZpU)WIl792^
z^Yg`v7CD{#=W3F0b5rV$U$0gRa<zUqBJ7_b<v-6RQnG{Vf8?%`m0}bBoGahgJZqMe
z>hopgtL!B@*$-;3-y;M*U`PM^y=wh)_Wx^Af7gAz8vgM{a)08{E>R7A{qSw_dmqpH
z5czR}(x2zt@jsZ3{A)cQSNHRO?)!7j?^d7s);M2iQ4`zbAPp&9#YrcOmd;NIoR(<u
z;hTGF>axth&Wvdb!^|QBld@(-na%773>1n=3UX{tGno-+(%~BwHcjB`{r>ZH_kW)*
zD?j)7&F1rV=S$Y{^8d0;pTGC|u4_@>cdf6E`k())D|}B<=0)b&AI}}Su_w`Hqutuc
z%k93d^o~})*C{Zmw!iw$V>Nf#(ko9s_SgRjdOp#z`lx8QNwzR&?6+Gg^>*Jj_WQ2e
z`|Z}T2?g)>em9$O=-b5pnkPZOyIS`B|NDOaos!GGlg;-$<eluyZ(EY-wkWgc+m&Gd
z+;7uTV?EYy++uh3dTRV^#dP!J^DU3vgb&TKPkDX+-?!~2!}oofdNMoi^Q@(3BY$1p
zzW?vrla|ltTz(VVv0&@ZUDx;KeL5t*ui$0d%GC2$ZR*n%1)O$xKK6W3|KqTH-kzpC
zW#=o;6_*Jfy8riG`DAwc9|tGfe!G!;<yxRgWbwo);(H#j@=E@BX1?F@=K*%R3l%de
zYL4yGm^=T+5p}7D>PI?0tbJ|&|EIsQ!trkccZyEy3NO^ium62}wt)QKXH$QC?61Eg
zu-x6|kzjK9=0LMbg$m{hw*38nzn%Pj@B6;C7QN;d*Z&BzJ&$#lul@4mVt-x9W&M`k
z=?OWL^mAUFF+QI&#YZk&{PCfk&*xcNKAjRgtJ3t_*Z%rHi!0UFzjkDoy<&53&r**W
z=BESf%#+W(;<s#w;a>gk`u=~WJ6|m7p7l>j<jKJs*VFcFKE{90ovU)1-o77?)Kbnw
z35MBybA4wZFt_H@Nok?h#B=*z$G*?%P*2KuC#EQ(_xr|iyRs`6oQqp|w#!XW{?yL%
zAot&ybi2!I<cpFb#Sc&U+q|)#$7J2|xn;M44l(R53j1}KRXpZ`%MG38AAXbVP21n9
z+w4z%e;E>AI!+nuqO_mv`dWB3G~Bn(=F^F#6aKvW^YeB5f2*HAj@#S)ygdKkmMJSV
zcPKUISKq#^_WSMjc;(xBFVEAodZemfd2-XV)Ope@&)gJR3i3`I`^mUkx%Eui-;@4z
zMdFHE7!^frm=AqCw#R0+`^zPh{jzkP-2Z*=`>Y9}M-DzuZl4eoGC|49TJeRDRM06d
z$DRNG{r122Y1;OlRUBMrFUYqP%&+~Hd9T}{_EqrwSu%A$9!}o-?N+u=gnIqY)A6&u
zEAGzybUaB<=7vQ7+6&kJR6drzf1`q}BD%u<Va>mv&&`v&|H##RIJo%h)rwiO+2tw{
zHaCh-+<x*?k#f$lYs<{t)@2Cpm;d|1eez|0`@eScHr+a*IbY=OMjM~mrs?}X&wX!F
z)Q}YY`Eu3MnHJAxBulBzPizjaUz5GIeBZ0k^;u34Yv*q){#&7ZMtO;&#D=Y%E!<CK
ztf%ifwCer7-|y1q9pLXXzf<7c{9U&E&c!p)+2QfxbGMtOpY@Jw;MU($Ag*{N-(_Nv
z#j@iUe*L~QeczQcbJuM=U7o@!X}zs+#gkP9c`d>pODFE{_-pj!O=SAqt39D_drwT>
znUZt-$d+p}Y@<|IB=60eeb>_F+N>{gdZ%qRP0M~e(`Iq~|KIne`Cl%|UeYUCv)1u9
zXVSNJ`#%c}c@+JVrMuo<{w5e#{X1>xM4i>g93_Qav`RbWmAn4U+ASSfoN%UcR{C2T
z7AFq#M4#JB{GGN2STG6BR8WYt)%=kxenFwd?)S~}W-bS<pM13W|MUF(KM&aLGuG^$
zqB>h}^(V!4nN6p;O+=JVb<`NoUKybFS8!G1fq+vv&(2p}+brdpbjG)>;s2}f{kJ$`
zxLhKic`e*FGrsog)w9PoXUscm(z^M>ug~-U--&p4|JSwcesW(|xbwDt++TNno_+QE
zz2%R;K9v-hR{e76bhByhUJ8fyKA%_J7j?niZ_3ZlkHq)yI4NngELSMwU)A>B@{1qt
ze4V0q0~8YZd+hg2o^r^wJ38mu98+^a5tXx5n*2FuBU{?$Oo+Ca7GAQp{L{VQu!?!d
zd5(Yfdo6Ei`RzvX|LzBqIIpd>v~jCTtX$vnd#3cg_dlO$tluUO^mD_WDO0u`=CjUG
zjJ%>&%ah|8RxwF$_nS>^G0Hy<>1=JD6MJNaqWQ@^0*8D*zKMHc`S|3fB8i6;Pp5{P
zJ)Dwjq$U5hJN{3Suw%giMs|}MdXt2si>B3B|NHTHwoI;@nPUC*`1;!93K{D;HPg~}
zKHE^U;rhOBTNg`ZX8kb>I#>0)s#<N)w}bq38zyc|ewX@<`?vTa&pKnXZM|_{M7|pY
z=qlaL{&!=tYjS5)QjgK}W8Xeplla6JSNHR2@bhH_p~n<|Z`+#bFYfEGuRpgz+V|s$
z<}w>5#g^FyM_6REwHPysC)R(wG=1L|!LBuXP9)sEWjSrqlf6@z7cMNiBOp3^Wq`Ee
zk}2$oYu4;OaY^agub_m;lbmshwk)!rJQam5t>B$1uC^_H2S=0Q%c>K*D@|H_f8|bO
zy`f~FbINY<0)<0n;%_6SbZ~u6j{JIkYe2A@=m*C$Vyf=3tFz9^KRjx-ebs}mC6($=
zFU$yfqZugTKJBaG?D-p~h<C>9((pQV)@IYfYixd!ZY+XFzVG|Kmpk&!T5hf_+0!nC
z?yM6DRBSH_)ttBIwR4Z=XTt`btFW~I=We>Xy0>~Lel=*B9b+EnSiH<5QPcR?oaGaa
zHz^sm7<{c&KYCK)lTN6{r$v9iR?l;I{N!dVztB?QjRw;tv)0^p-4ivnJM^A*wrt}@
zxd*rF_FKL+jyt`uEB$Pw%Y=#DlhWsMY@BA^!lC^8$(};7YwLWUtY6Wq_<pWf+>UD&
z6DMw%{@N!@C+JR6n8nf)9FJFYNI3VF9u+vrpir97aYolN+s>$FVx@tr(ZswX_x>f`
zyHXWZvd@U`=K43sb0;P7eeODR@z#g9iDn)fzA3Esum5%V`L}}HwmGr+=XH1{iXMx#
zI;>Q@%vNoyUE;N=H>aLUnsc(~=n;wRwz#{sw|1}J{chK>8II>B2>!~5<+*6PZ0qVh
z^Dn<r11&i6{ld^}Sou7zXnvnc|DVe9)%WgvPS-H|87rUxDgY|<N)ESayb@7q5wO(e
zF3O#itm(-y!-oHm`#H&@bBkWyog#i}-yGFLa*`tJ5|h<;<ZNR}jXxc#xj}2`RHJ?Y
zrCRkl1x}lHZu@*_%W=1S;k8*YEiY`i)~8pi$!K3cb0LVKGL9o|iO-4|`?AGXC*Qa8
zovrqkcdfUcx8)W2+C;%Ej2jt(l-e|0Z(W#czxCov{?p4(t$G`C?9hQ{&XGwi2@~h2
z`?MaHa9lCL`n*V8va;)s%5AInd+@sUZpysJv-g(Qbsg88-g;-u#Zr@3@%Av(9`1WK
zck{8(b=`MD+@@_ZlWyLZ5^}H0GJ4_U4XY+NcV)D$ES)M@d|;PpyGF)mkzFr-pNmxV
zJvOs2fg?~mf11I^yimtBsqBz_OO&%Dtm6Lvy3Rk#?$(d5>+APURJ~R$%Dghbrft$X
z^R=H=pPVyE{&U-lS^d*viae8LjMPp@JyNha`%Bq*@9wviK|P)o+ds+#t-Ne=-M&q-
zxZql9+}{uF_Br<sCoj+K*7|<=kmgrkk2T*SxK*E@;C><@##8q>=JJyqSy_i=C!aPq
zRz6i)?b3E;vtF9!muEbYVd2$$-u5dzM2zHqe$7*9d((W-=1J1xr#bU&Cl?;R^Yewf
z{jE3BTk|BBSMZ!wWT`pfy5C{R?xR&&&*QhS7@eE3!Nc!i)bA2mUgu?oZPKrej_|$=
z{%!t@ZH|`yo_*TRYB`dbFDpcy&ReKFbw2uG+s4w1+n#)PT)@wy*isuH^-+#%<{u%i
z_OqKf6!W>AJUG`p`C&M9NzjXl4i8Puyqh>8gCzTkw0k<8+!m^>c$&wVnmVzxZpQnT
zk~QvW95&a?YFGK*OrKJ`f2qfo&xii}p1%Lj({-noPvN>2e%!U9{{9}#L(>yn`<|Su
zluvDJc&h2rq@g;+PP$<cclVJG($->ba_(Jz6B(CyY?PDJi#UCKNyANsN>+`$jw=)P
z9D4U>W8`b@o@GyswyphfEB%aSPDkeb%@1;BO)0(SdW`Aw;bK9j;~f=xOb3~n*musF
zdO5>bY+knAk9GMEm5Tiy?e#65^?gav-!sR{>fCDecrM)8Ectz<hUNJ=ru#lTsJ*H#
zmiPMfEJrWF=XP?5$?ZG_(+q+%3{q<qzU&beQGGH=DF4pwg~x9toYe>jvYcHz<-FZ{
z6aD3tEN7U#CZ{WG^hmtF)w9KKwb*L;U)iz;9pn^kBHpxDv21z2?RH-FyyQ1$8H=yY
zS#Tuk^W6>GgT83~<l%I7DmfeZc|{+;mXn5#+`;W}UfXUlx7?rVcxsQ~GpAQ)=kBZA
z@oSYs|2Ly;zQ%4-o=4hkF8}vL-9GcvL5;=E=Y{5o`K{D-dSbIX*Jjn*%jMUMXTEzi
zJ3l8U!TDTCvC7xoPP0#ziu+I7yZMqrTi$&RyL_WF6_daEe~tgWrS`}ymwyxeKX21B
zI{!Yc)%ASV`Lq)^zkc)C<#GK*KwMhIgl1<akJY!*T{nrS*`?1|*8O44?u0l0Paoj8
zKa0QiNzU8Lhr0W%-|aXiaV1ur=h-hM(Wb`B)^Ah~O}Ku!Jgry#u&nK|xEp=n6h6P5
zDyn+1w`Jq>34eQ@bW4P`pZonMuT+pj@y?Tt%Q+Ny&E!w1au>y`dcKf&y4IhsD_zOm
zY@5~kz9zTAPqL0NS9x}y66{!&_3Zzj^Z$AHet(>kS((^k{a*55eERo5iwITCVv*nb
zu2s!8Svu9Itwy2N$)H7FaqEfnP^PQ%K6(85zi{Cy8<&o+z2^6BY`L12wpi%eapnj2
z4X&9>^K%=WHsgO9aeYn9vCObP-y#cgm3D_k-<rLuMm0{GMbOi6kEVx>!j$+p!PyG_
z{H${hCCuYIDI9h?TrlSKoXvS#cVt!9u3Io6iS<zW@p+p|m&JaU;CZ{W#GvfPncqVH
zl=eSk$zM?#nRu>;Lxk<rhK()}w_Nreo4bksa~|KhHHNXT=hit_x`&;z4sw%f4UbrN
zvb(ZKN;~9g%u44Kt1nD0w=7$(B~ZQY^F6Kdi&1V8tuun32yoqBFa9sbrsC)c>$u8d
zv7O6uN<}^ISFV45r~A(2P$hL2NreNS<<=@`9r)!i;e?FK#D^~LCYUDH`Ema>-CuM3
zhmwEp-ql){q?D7LkNuXdJe;8zKJkxU{w7mLvukn2PjnoO&dX$-H$TE?DI}$JYjO3~
z=OIsvjC6D-9Z%i+S;bIo%B21c3MY$P67%2jo{axu{ltHFrTj^UY7I-b!1Mxv!sL5p
zp3OUx>!00B;(4*#zh5)``fT&Bf1|3G)kR9%-0v{lwCKK5{mGKwn^!13&Xl|8dM$eT
zy=?wT|8xIMQCuA)*z&-r=ephF+H0v#JI<Yoj$Ob1wW!i$_nbLjBLA)4dnP7MC1u{9
zZS1$2C6=G*?0S$`vFN*E8_%`W9WBlOW?kMOqkO%>Hs@2VK!XFvL$&kF(u;b#pNc4M
zTKRFqn&m1V*>2WodfWI-X|Lo{TW=t+Fx1St%Tsehi?yQ9h3#w4wTQ28si>0{KX~)F
zcA&udQ{1aJy*wf0x@(H5m-^B+(HRFsoUW<QalX$H>Ltq0#d<Q0A)aZUR%6g4j=1~6
zd(3vYdTlv;#JE@WwARz`6SH^^etvkg`s8Bwz|^lL{7Z8uUI_i+cRDp@wTAcY$!R>l
z!(Oe4IbXJpkE!{BvSIn%((uK5g6CCwRyu_`tg+Fn-G1=wVh*uJSGS6QQ`!nX+haS+
zZ#|zXo%U{xXpp%#Ps#H&+dgbKRq1$Xmw3$t&Z7~}G>aPdd`OtNT!gu;b)D#5-zS>f
zBGd9t)^lyxdS^My|1IUO{3A~b)=cDi>bl?xhorNan5xf{X-PuQ?43o<bNlZ$+?pm}
z&^5zwt+AQ*k=r}tLKjxfdn|Is((=~b52v^u8ZBSz|8UjYJqbnqHYq7H)X$%<2%3?Y
zQG0NA?8M32<s3^x9hWS0PnmL%UvN>$ti{jRZ$7@yF{^xnuYrO6?R&or&k4n>ex$yM
zBe?j)u9XG(_iA&u&1*Sx?r~w;>_WxIw-rzDu&2oLFElu_Eiw5-S-$Kc0k>n9{-x+C
z-gxb58*+s$M?&WJyUX3DZdUG%y8P`-7274>a}wI0Mb`y+#uTg<IPcn5D)g#fV(*(&
z{cIk`MO86R_P*EJQyF$I>we+d7mRE%e;wXzjlW%ctRq=(Qf*29C$8W74tYL5dhN#L
z&1V!_X0}giT*UJ}WsZIJBtCWC#)BP==ik3sTVnY6T+M6e9lsw<{N3ar-6(KK*FavQ
zv1O9LWIL~*+tMx%6Iz9u91eW7UA4$2RAfTtJszf0Y<ZiPZkSr|C68&Mlg0Y*L(fid
zwWla0-V1c;EJ$fp`J=t$>V-3(YR+2ccy#~SwMk{V!7`JZSH7Iw-Fhx)*{`bdYgz8s
zlkz5~|6Tu>^_0^I;i!iV&a3AIO{k1{67cGDm22d#c_z|(c~7$0^aq7qz0~sP%FJ0E
zdj8XTLo1@J{Zj&6H#j{Bd6*skC^mbZ!jfl|PnUfC8X$H1-5l3Fnm2hk&2lX^Z&22s
zy8g!3G-IJ3v(@)s*nL)X$*#8-zwLY^daR@Ag6>cM#(<0Bm6BEWmQ{9}L@d9SQCahJ
z-qhm@d}j!_#jUS=!awu)<g9&D13QKM*=7XuIEYjhosD|irV!?#ee<e$x^P*FYBS4D
zPs_zmqWiDe@hkeQWo_B>smVJmMD;~wN`K|@+G9z#7@t2|WTu#9v;3OZ?+%{#i&$nS
zpUA(zZ`wxh3=7rU)^Bus>I>3*a@v3O7EV)87Up@nq};aU39sbS>fdwzhv{XuDt$h7
zZnn9qR&(LmiYVbd&A;5*4xf%Y^!toNif**^laTv&9z`bKeZHgno!wdGV;4?ezIJ@W
z&ARV<ini75&JbL9YOQO?nsB2jeg{tXD4dd4iT|4WLUO;TZNk43hgFiZVinqKZi?C_
z@Nw>3W8AiS{<GaBJa1p`Zl6_NBC&t7--N^8A~$@^c`eVFw!(b<?W+^F-n~EJ=M}z%
z?Zz^#R@xfO(Zy@d`HN0Ev-w57;7z;!H>dWlZg=2#C?@sU&TEp*j?8-sT)j7{rQcro
z%);rByJE-JTPrxzTb6oUQi|(rn!U*7<>D*TukJn6!Qm9g7q)Ths)}>QB^?|!8eC>3
zO!Ge7<omt(Wl-JixKow)F7DkfqOvm}G@)_Qdfi{_*MlY`oc^pR(&rSqq-T3mc$i;`
z{Gzbg+OFaCtMAn9&b@4tX;W?|&S!f5BHOdM6Et?V+-jd9WiO|d`{Cay;g@2fl8ZRX
z4l}Hd&ps<Gy?*~HF^`oEUneAMRg`MXoFcC>VUynXBX=A-ZautxtZ7k;!>4x#7p*_o
zc3nbpQOidyAMFXox+SZ47&&@(nmoDW{@EeECpWrLH$Q5&L1nw8Z{nggXC6zw-L`)2
zZjY0XO*gphnzwVI`>rjYxxb#BV|riG@J!?p&-%o3D;gUDR|&>lWWJ^7-uu13{p^k}
zikZje@7a7#;>NO8gGs9k)?cW6tj%)sPSKSP<)&XkoUbSJT)h_*w$;&2U%B_+lt*{g
z9?SA+o2SZQ&$9c8&K^Otze?c`O?9VVvAU%8@bA>-o9XW+ZM@d`_59|%SmmiH>o^4O
zN3Q;6+9vv4Cu(olZi$ekY6=FI`+gUkH<{_O@VVx!?F-J^6m8>KnJgkGROparBox`b
zXU?^Gdymda+#nRj9o;6&a#}*U%h@BS`b>AvAqmZt69(;PM31pNj&VO((rZ!stZ(N@
z2ZuPritWz5UyoJ^n!3ziWE`QMQh(bZMQ?WTqCL+vx3Gq{asN(xx^LTUo3jU2+Fs*W
zod0{zW4qe3wy<XUttZvDyo4MZx14BC4qUe5$NCt{X?oJ{ZA4XW$1Z-Mpz}6npOWbw
zW}D2*Q`!~dIyZG>maD$a?%u~WQ-lAYfTMlxjt6PVV&_(L@HzS?W=wCH*6qZ&_)5^H
zmd+o^b2n>FeYE^-m(!PxH*TN!+Nyr#Z|dEYjd}Ac)0r0?I4Bpn<>RzZxtCv8hb_Jz
zU=<Ojxy8xscBRK=o6N627gYx5zS;e=J6WqK_GscYo0T8ZXWMCS{x>tfi=D%_giqt>
zqWlwiXX{f|+MIU%vxU)eje*MF@XWqPUv{3aT^G6fv&_7=J9(Hy?XIeA$ZqvJC^_@P
zJv+CScU6MlvgM3|KCIY&*grj#O=tZgJ0;y)dhJ{KoL_1?RR+Wy<0`xMa!XynHq9p@
zOBT)xVB^YOeCkDbhhA!TVaxKVN+%SWS8$Y@9P1JKH2Z{bQA7DE|GI@cosX@sxV2Uz
z>hr1Z$9NuYtJCaGmSgjK_Q7e3;oQ^+2f3%~jr=@>A4o>($DG|Ux$sz9)0^$j+DzFu
zE2Z5n$WOkfYjwH&T*wY(XSdeq>v2l*yp9vMzujN@r>~ZG;=^7;_x2c$mQp1vC&n#i
zjH^DHgs)-<b~T@2{8{MG)?3%7Zq61JT=o1*@1%z5HCCV26;;h$pMGwIRhFG%^D~V@
zkF1wmka4@0l{+c<$;qnE%kQ4=+OSgKz1BV_vxw@@nc=r<uG^h*+kMt{S3rDH*1r#n
zjQ?cVGtc`!Oa2Rkp#D^GFLi;woV`XLrYy{t+qt~{+uTf}S%n;R|6Bq;%nF+o(5e|8
zQ7Cv#aZ}xiJ?Hbw^q3S|ZYSj2_6mwtT)aatVT#&LUNg1IFlYVQGkPa~aP#8GpRZ^l
zA}7~wxL3$bH6@5coV8Qwt&UvR^a-7jr=DN<x3!+#_<fS@I-8?b+nUV#ot$5W^&CrM
z5Dv?imPyPtUc^&!K4|u}ZB|{37hV5oI8VLo(WuvL(H~{K|M;`61AHHM-I(+A(v20j
zb{228$-H~My@hex?|WxkXHEUSy+bMDeY5bLh<r`<x2Ge1_Dx^O$Nqh9jNxOaN<;By
znoNuJr?7@)ADMLMqS}(TPIAwt_ujWMjn}d-lRLVw>ov#aOMZ#xE_bnp?mugsJE!bl
z=>4sSCqK=S7ETLgE0OQs{%<8mw}8?;8*Uy=ksWrHz4MZ7)@UA8yJmI#bosT^-7`Gy
z?>oC|z4W5&ztQ402Sx5FJv<Ro`D%jp)q+ZnFI&%FJ;!R=uQC0JmSw+&ftR67i0L`I
z^KYvAC)5^i=wdx<q|>oLfm!qBF~8pxtzS0xPoJ&W#<M|eLe`S%upQgC{q}odv*xR`
zo3qWvR%hGu#ajOJ7xwVn$lw2WmZ9*XTYUdtcPIX~Te#<%*<!}U!j%tXobIKow7z+|
z(s{*J=0>IdUsYAtvxCFWDLG|}3Vzz-%KdA`@@LFUi}bI#&2Fe{w~U#3_~e9J&z~}W
zF8ls*)ouR0-X}Kyy|gj%ZHIXB=?iK`jc*kDPipMA{riR9u?UHk<?GyM-0@#G!S<fJ
z{Rg{wC4WEX|L!dRd8SZe&%=4KtrJghyE#^Wo8aWOAzNDbjDEKJ3axyd^V)|O?9{2>
z#&s_u{o5?Aow51%p8QrY;B6E*lxv{x<teo23g1EPhYOEv?QM66`LZc;LyvOXo~AW_
zrr2_s9=u{_zv1sX*F8clJ2r5OSzW6<)X%#8_I20a*Z%FT(@IlVFQAxwRcw;0<ARPK
z$_bIC+8brW%&NO4-QUu0{o=COdmYu?UPnJaxat<_a#`(kQO4tkp(cDCb)gAwKd;OD
zeunFNw420&e;YHVwO`u5yR!bW$U(*0)iuIh4EdI<O+{`im;MNy8hMW?xho{pZcc&C
z{HfvF-v4er8now$!AGNOj_*Wdy-b|i7Tns<TKnnV^_@-k3|kDY{?Swwc=)RAdZ?gS
z?Yyur%kuv(yKAn!{NmoHH?OCk5^BoXr}U!Z$b?0T9P&ln+rQmezxka;RqYAS`F6o8
zH0JM#*xcu~vY1D+$HTi)PU9z!?c2}(zxP~@_$mA8?zGj}m2SUn%GXv4h{jDek~wFj
zGsSR~Y}6?a7q#ry6PSFR8Y(ACT-&vOz2VX~Ms{6IlCL_i*1Jg@W2&5V%`88)GHq?7
zxT@UB3A<fyinZNXUiH?bX0N}5;bOIXzv}mk_Ef6}dCb$VvP=5?H`g*-{%x>J#zdRE
z*GH@+JhZRRpObn*p?IR?F}A-dpHE!l@?EDj|J%;U#1EG@eD!<pRHmi1_+57R>}_%r
z4aE<OG;b@v)L(J&*-8JkpX(|gpNOd5ztg*KqUG1Ub+dOHIFw16PS}=b{XBB}+n8jw
z3^woA7iTpx7X5A2uUQz`o*E(WR>jIkUf9oy|JKg!y$&1?&1Uh7uqN6p%?P`!nOyqr
zQpDYvWip31?G<{vZT-@kzN_x%7fuNb(RgPgY-Z9F8u@mc)7#=M>4SG{cO~8Xwm~VV
zD?(pWTjvD_o4?Ldp^IBC{@lD#<NZ3O<fjkL{NA@~ep9c>%^TBX**s=`Zh!MFlx6wU
zRr8mxKgO|fyPL*(GyfwUpS)KlTuIpK>J#gA=x|HZC0nOO@2l4epI@9(z5lsP(Fw)g
zMdx>Wdw#GiigC^DYT#G(2~~@e7R>WvRGm_!t$!_M5zqNx#)`fF!u*tvwr@JRI<#el
z)7+=q47{cuid2jd3B6X!_1(s8%BK_q56uE+%S9#8>W8jB3;b~Hb^QJJy{4+u)jJ-Y
zX1HMfC-0hdi$KtamU&Xf5}(~p7`}>DSe*a+_V=}+7pE*d@_S<Z-z|NT$KDuw{F|_|
zRU~kRXywH6@bfE9OgR<qyhn3)cU98YM#uBjr@Z4I?$~o}N=<DFi^BWLEh1kRKKX9B
zyF~2Sw@j~E$%Y>FM`6zc_#{_H?$@;JUZAk>wW#2$XNA}ICExvKsu4Z?o0H0JEurY!
z$F6){x;f(gli1zAR@>dU9(vY<@87Ryh1VHB<(^Oae&=rFamLWnM3oRNxA~`IwwoI$
z9XN4x^BE5JcPD*S_pkmi<-M!P#Gh}KjehM}UCS@ocSWi@lWmz-r9$)WBl)*(Zv4E@
z{`-0}P!*K%CwGob)FBm)crIN=Cr(wHHnE8>m>oG6^?vaBqPgPY^0UtGUOsc$IzKTv
zGn%tDy;wx(@^+C@YyAlh-);79eYwHzl;|3+^=79xE%_WF^rQR9yc<u>EG+x<+pUH1
zTPVx#7C~Og;Qg7;^_B8P%oJx#`gQx%%L~tgdm@fR{?C1OY|FXjQ<|0ASMf#3Hydp2
zUOYp;qgkNHGEii`9lP22+t<td7XS2eT(n2}{;b`uU8{BW3)n_{_@enBz<uqP+U?Ij
zZU{K=<@^oBrj)xz&%Jloept$2{9wncJtp&xq)xc>$;_BRw}|alm4v^w_lCdHg3^mb
zD{Nl%+)^}J|JUbJ+d(%EMI|+%CZ)3y;g;#i)k%Bz_c5&eV3*<&p{QRUy75V1(woo!
zxK_sUAI`i#d-K0jt8KS1T(WupF4`p{O745q!ke$RE-cz2X?i-_PW$S@+=dkfnVXy?
zKJ5wJyL;z{Y+3dv_rBen{rc<5-+L{!FSRH-YncD^mFs+<c{uCsVw>d#8~IC$yCoGQ
zG*5Ngtd`A|oN<k7>h#N6Qj3FpT#guQ^3nD%(`VaRZz{l{c&F{L&yS53L7N055_@!B
zeCE1Zxoh9WxX!IyS!XW4t9-w<w{7X>wQqjTF-UWDyA^RN(yDU*o#R4LM>VfisjpVk
zHsLnyZ$In2j)k=~DE__qu}^nS8R^gIO?q1{!jpXd_f`*A_qTUe7#y(cdax(?>i2)2
z$^t&!3JVuYcz7}N;<opnpY2@FV^(^hN;Ffd+hC^tiOA3?GEo6p^Xx(e`B}wI$lTk-
z)%^JCHoXe&*15muEIM0!THDTK&PnUUc84#zLWchHuk8x|$dSFS_DgH&na78nt+)7Z
zzISu3aq`#Xz0W7OdI&9cdg?Yi+KEN;k1Bs_gcQHx1ZVwE4jNl4x$V7*s$-6SJ8~$b
z^r{x0+rG~xr^D5^pA0`{e#%01zK!~8QCnx0XDbzM9$hk9+D>G%;{I%LL8EEc6qK9)
zB)#5rjv?)iL{`AMRYwd&pDx_Asr2Hst(&`M^1hsW-{6u#i*l^Ttti)J5BgOMqh@Bm
zRdRWDcaQ7rGgIH)oc8wB!)L;k>GQ>NRbonS?Xz3*{_?rIYo1GFuQY!m#5~Qzs7>In
zv0V3+=@OT&{Ym=`T6yvJSkC3BJ(6*qS}Ouo-&V>@s}0pGZgJG;$*P|sI?ZQx_t^zW
zU!ULgxt6{AgP|)|i_z4ewvuas>}Ceiz4lk#H4P7iJ+m~}eQSecV#90Arq>URpHxqc
zt4!KGRW|bU#OY;u_a{7G|5e(>i9_&x`^IRoM5*0(o#$QGl{u2#Sn&B+kc+r!98czD
ziT#G@t%ZRLD&yDIx6FHV^sr6Yx@BgY-x+_?RM-+Y{o|zHoqt}Wx0ZaenPC5kb0VkL
zN}K)r6x(WV@1Hm?Vw1m~MNqWMhNA5ipP$N|N>=HwjCf|5wB&ZYOSH!J?<a!qpIF_+
zadLH<i<sQ`&F4=jb~S9|S$OIB!mCwZ+w&6UcBDLX%$_g!`nT1ptXqa2$qyO@X6>GL
zzqjv#oSf4Wp2*Gnm2$p?|F-0}Se$VGP`J&4W5IO`KfKHov{hOqAtMl2?D>1o{r&B4
zuC`A6c;#K*LCqVVBfP=|K3=j-kNE#mC;4eizhPSCv1`r>Ed{T8Pfp9fm{y@GcJ{I)
zQ<f};?tB+h!>$D~8mATpJ$l<bx80`xR(?fNu3E>6)zx2Ep043gHd-aoRHOVe%6ZkS
zTsMga5fNuU%UsJ|*sgV0vF*_RiVYPp&rfF0em?hI>cXkpHLpw;>Y5RD^6y-y8D5Gh
zO9aGjg|TJ-Q{oTZRu{*!{m|cM{eKp4l`eUp*zxvr<aQ@(@m%KQ85@k}Syy^-ELfB#
zl5xuHu*7*D{(@fhX3?ETe?O|u_IV-mUi#6E>x*|^oEPD>d4lVvJsvJ^jelt?wS?c;
zrTYJ5??SH9${o{Z3R~sAS=}Kp>Av0z<s-54OfQ}Py*rNe+`i9Tb@T3iTT#}(>ecMH
zi{IzITYZ8%^x*C1zpg&#s{i=w)^1l*jz+OdtM`5jNWT01KzVYe{4?9MfDLwEc4}P<
zGmXt&q-CqT`jhx>%c-BgT-<wNt&(NwmG<*r8e@ujCT(4*`?mI&ZO`pz8w3iHb9vgH
zFrL4C@6P_cpi(IA@ziU1OiUdM1$-CobovxAZDL2{RgU91i+CGMCw)C%>9OY8C;hBs
zNo|=-<3kL`kF0#ZxyAP*PuPlC0?YStW#2C^dA~Vvx5ggpsRp5?NlP}wnk-p0FX+HF
zW5qRwYd7!L_-4bMta-`#`8A`u@X+d~*EwH5SsJpWBXJE^NkEApr()K*lP+>kS*{go
z**JyAmWDpA&8n8Zp7q|XI_dQd<(~<w_&(3MdXe>R%*WIRdnTTDsX1vg?@+41rmep=
zoq4?Y*88=^ijvxATrWx<3rk@-+-uC-YOU;=o3C;6=n1Vk6>;m$eJ0wrHFv#uS;f5j
zXxgg|KBJVlpNX}aQ7TDXj91OucwhI5->*_`mSmc6*r?>j=QZweUW$7QCZ6xL(Xal0
z`$Xlua@{ruj)zG<o?h4PaG0yUqo?@Lu7XX!Hl_qcEDJSE{<(NZ=+rZ(JX2WTPQJY3
z-iNnW3=Vw#W&7>>YNr{mdThnA7f$h7#y$0J=DaN%pC2!)jFY|BtMF-!g4ERM*WNO}
z=TQxvv1HE?yX$EcNvEUL9ywoO&7WxSIqydD{BO_a{Z=}#yUV~bruJTPWLv_@fJrtH
zp*!C;Ub5A?epRkhgKOoRxQ<1861GZ+?c613%d_p?=?3jr$L~CPC_L{~-0O^vg*}OZ
zN4S5!+PUh9Qhn*X4d*8~xK4S&e<Jn4rnw9Z0yds5jv)!Vy>@D-JbsiFzAA3X`=4*W
zxhu33{O(Vz+HjCVL)lL-D6Be;`~HPxVWP&J|3$Zj%)gnFv%`#GCzDgO<})YZsmJAS
z9rJ3rzcOy^!sLx7-iNgsd{jBP|JKQQTU?(VEc>hL&%!LCx>>f$e69V{%0jajdlnYW
ze%kr;<H|Yl_ol^IGc!(9+_TT7@^0bU#l{sJtA)N?h>MorlP_9#%S_MUh1Yw5w})p(
z+;iR8(fvd;EPD5IPVGfYbh}=5q<uKIt$aq!HNSa9wbPR|c<ipfQW9|5u`7B0JpBfS
zqx0DFG;T_L%DNWzK1aSow=+Iaq|&A<=Ej#6$4y(br~bY3+^#(QBDYIe9?zm1$E$Z}
z#jRCL-uNQlX@;1q!T$R^EG{Y^O!hqF&Ce)$m3DIfsk4*pPkZk;v9nJ4u7A<BiE7fa
zQ9CdGjamBr>cl{&xvverzp@uv&cNe;Z_$x8wOfMcp6_bmS|2vWbCqYM*J}%&xYLGO
zqS|GPnY5bO{LS<Ci3qd4+Qr&@t8%W=+zRRSJD<%`o3qU+K0LE-$@>4@4jhSTP69XD
zI6_j5e_C>xulVE6x%+XS^{m64tw%Xt23>J^C?fhLLc4Xsnc3<awc^(1TJT<aqOjp1
z$A=X@#u}Xc!kg5>y}!mO&bYhzhS{Etm5BmB_G_&udcEtoXXrhxNjL0L>Ub`+$o~KH
z+&;fc`{s1X49T4CIf^TLc77`m&8WO5S{Njeej@dM_{<%vETj8-42yQXws~CjZp$7&
zwuIKU7o6ADdMu7v-Ri*cFsrw`YPYk1!k^ZnP0s|Mm`OiZK6U*O>y(mrI!fu1aup96
zeHZQ2N)|fVdX&fVignytS)<BJy$S|OOg+Ab9*EotYB)Auqjh8d6UmJyE3a@VDJ&0l
zwD^5vqPyHpnaPUV`6Nr;95FgySmv<D>%pGZJrnjc+Z6SvA2Jhk``L1B!eWOfceozD
zky~hZe#2R<X~8a2_FXvl`c6mIhR<8<zvqG0@ksYq-jiT)b8UFA|HC0}Y1cI@HtXlj
zaSA;W;i{SAE?-+Rxn<oisiYkz5>GEKQ{d-ja!iO;a`?t!o}7~vKK<^rxt@#5ZJ2mg
z9-0^W%!Om_ZFTkfj>eL>4I;Y&bG&64CR*Q8aG4x_p-|!#L&rVGGcuh=7HFGPPrQ(N
zwCLZ@^Yv!;&hM&V$lv$#*?+70>H8KW#BJwVUACj_cJB7d-E)3#mjpH1a}Hd(1M2SI
z|MSe;myc!j{e$fCdtUb}v=a6VHN1AR_e|v(57tJ74N@E-5td8MpS}rCK6Cl>PeFmJ
zpL_Fb7T=sd(O%BMg~wCaZ&k$P?uo8}64{v-ZExR7`4d|05cgOzea^)fOuygle!q_I
z%qOX`^C2-?bU!Oki_cMEQf!g#EW0PlGOfd5>YX&vnxCiR??teR&UO@0otD4+5TAF8
zW<MX3V}d6~h-G#9ua$W-v^iKBZ*nLkb)AjS4vkp0s$KirqZjiw>fH-We^|9|vD&RC
zdDE_6sB#POw|=`tjsK(g{vStOerT`HI;Ss_owDs*u@lGka}i5a9TQ4eS{hEw4Twma
zcwzEI>1ph2jS3r-1s7EO>NZbw=gYS;RbtxHe8@c1e(l#yXNnD4D|X+?7Cu-!ZN-Nx
z+pcfu+gMOCA&SK*QgmhD%{dbzSwF{Eb2kbcnrk}mrLVvaex^?%b7oeY(p>(eXW^M%
z1p$^O2LTSIXpzQmfueU$EjXRE>C}O)b03+M>P!EAS#F=pw?3T5{iD?`79)){q3@nb
zxTor@_OE<rz~aQw{%~46Yh!LBgZ6!1^E(DR|NVNco?rVqTD`yKiSl;W-Iq_mj9=Yy
zU}|`rWns*bjmPD7C(4yQ7oAsp&eC_{OsnRA5JCM1jO;Q7mXA7=)%tdR%3rvwgmd8<
zj)gMLa=z|odL-}d@=D$}^_P^>j;U_SxtvUn3LGqr5The3S(dey=t;L&F+IMOy*}3|
zeBy5HbvqWF6ism{lT+kh^vLA6Z26rh%JM%wimw?uo!H&sV`b&MHAK``{?~<eHQUsi
z&D)kdZx_(xykTPoH<klrM@}ls1Si&Hz5RbaJ&WiQ-}j-F_h&HcR^MN9bWa7Zc+k7q
zt#!(~z2EQkiU;;RTsl4OmQ3-|w1aZhZ#GWdJ!hM*qe6?pWhGQ2SsG(GLK0`H+y6Yt
z`_lQ_Iot1do>i=_ez!AS>B!Xb4~hKM5uazjulv6H?93BIg7<$MGxwYKY0C09R!rI(
z@@iR}IJW<jSlWu@e-0+cgu?<mo=%HaoB#Jsx_bKj+A`-~0#0!U5A#{Cu{^}&Y4c)1
z^Q>=M&KphfUr}~Yb$ZOCVo&p&En@Y791kB!JmW+&?6|^%9}=u-A!4PXicc6z<~>}w
ze4bV10cN=iHRf-14qHvX@}29F%}Y;zueyg~^JEoUqALn6ZGl7vIMi4g6*k=DxKsUp
z@8rw=_O+j0$N%5;QRLc1iMz~iZomC=b$#8{mZ?h9&sQ8XRy!_VU-OCEyjmfBk9|u)
zH=oZeQAl!xIcggdlTC|we9gxviu{!)o?KmDS6Xb+W^?$o-tIM-^O)b<Zoj8(@_8YD
zZN{e~>UJA7T|RGJUz=NW*7UlMpT)zLWg5Pf;@h3>Uurw4(qga~k!+wYH5Ck)c;)`z
zcjfz+8Lcc9*5CDFk=pqWhW(XiYU`>m`<k1&hyCzt4H9Rn{CYLqyfyua!n0de94!KQ
zb2oZ;gYyl{p-l&-xiM^f{L%XVpU>*;@^uxHm3Q3E+x<4Hc=rh((RnNNpGxm?;@Eyo
zpj{wu?MIJnbj|Ju8o$o}|L3{-`MPhL%b$v5ec7U9yqQC>sPgyQ?dI*b?O!<Z-}+R0
zZzV5};+>Vsv+G!)835`NUY7^wtl!U>Q+P~r@??Lz%1!V0{r-1-_Qa$1|33Cl7WTI(
z{Iq%g-!&hN-tGJSZt`S5tC#x^`I&FHsr`SIz@e%0nHbT+MyIVIYtcE45}j6qOJx&h
zZfpM#eg9Y3<n|NRFZR`byQ%ITq{H_2(0)F}7>PqRXnI)~RnD9C@@RP!Kb;!xm$&ER
zu{Mr(+wa#+{(b-dKgL{c1p%iWtZa(DP^ZJvj<sat)^j>{PX4{eSIez<hi~x|Gd5ID
z=5`&3N*Bw!toL?BTD!oz6%T#V(ZcbXQ$zWOJ)h6b-t+Tp{=7F^ug68NF3j}hTXtRs
z%{E5`jx}0L9|hLEI<fpdJQhJkAxH*PLu%WzGC}#U(uRX+b(aIj!&QAXzhqGpYSV#J
z$^uS1J_Rc<AQVH4-LQ(IWz-tl1lsDZ1E75xCuiULvh3vC@_ReEo0i+Y&7A!CoOS-E
z5AF6fp^2XRo1w9|MubVRMceew%Nzj?CdUW$f;%2GajVV$_hq^I^q8WPPiCI4d8QXp
z^Ka|=+O<Fbar##{J>UY>1K<cPvtUwev94*jyce8a#T%pZcBX#nE8ml>_Hy^zZMW6<
zt1dK4IsJI5Utd}D`K-A=pY4|mCr_%+zhlGI`RDKZ`ujC?&t|6k$^AIMZZ^MKPwC|0
z7n{HDd2T!T@Av!lMaN~!O`cpXJ!5#>B+m1??e{yEZ9e~a+&@32{BG&l`LEY(J~vCI
z@QC2<S+U>mR=r+(HvLx6`?+6xzEvABBeK9vjuwHmGO%;Qco>(wUAOz)F8-ObSs9&v
zyer@T+s@_OURROp$}Jvom5SYaWJ|9E@;+Q$f4}zo-Q6cLTQ|<D{dTkW`KEV{N~b5^
z%=^Fp|KIm*A?v>Oh)UlpF^AS;2Vyu{1kSOB=kb9;CMTaoKx5u++wXUZr!UW2E9a|R
z_gTP6?$EaF>;LXiD$d>X{3gfz)6d^MPt;kz=={WE<@-L*J$wJ%?)Ucu4t+CT)ql4<
z|NTVo*RTlEVQ&;T^z^~3<=}k3O@-+)M`CT5;_T|TTd(W&-@VbYK{kwQf!@s5lg^&j
z+np1>BUAc9Rx-!KX>-ytLqKt=z>%X2sw6KaEL{oCe1-xM+9_M!)@DB!*yilKdr9tI
znM2#!3pf<N?AzA9q4(gH370B3j?Yl7bc1ML!^Nc7vfAj<%XAR`!G8gVQ+_rdkNjU{
z@alD{@F7LT#djZ>Dz?l#1vXtlfaMryc*aKO^Ab?1IIztz;o3&wTF%7nL7A1W7%r?e
zijq5I$C|wB{M!3_UbyPtdaC+_QN-)lsqlT94q98b+)lf-bRop34XlD3ig%itC#iu;
zb~C2NO!mv$KeKO54C70zUCy-fbmKSh_M$HBbvyVK*X%j+%K!JB!|w`(-o4y+KmGE%
z)yb+tM!N)!Ro_EPy16|L91s2E?tak)#oY!^jxQ%4&vtuewsL1>F35MFQhTbaLQ6qv
zyPYgQC^~icLE)b`Tb&(R?n($Z3LG-LcxE#sjV%B*X@nI)#tE=A9r)&;&{9y{6C5Rp
zRu(!4NXRw{9J;7@mKhec;6w>F<u-Gpz@fK>ewnE-M}UG3oJA8#Se!WA+fDd+K(0Y(
zaa7>Q;RnU*af_u>A;AT0wt_hq1vwODWG~qmKph4)3*<Y64Yr`s9J$9+!oVpCY(H3w
tf&hyfs7GJo@%aGUdaxFXJocYoe(hoXhv&ApGcYhPc)I$ztaD0e0stE)-C+O#

literal 0
HcmV?d00001

diff --git a/bilder/evaluation/vus-pr.png b/bilder/evaluation/vus-pr.png
new file mode 100644
index 0000000000000000000000000000000000000000..18020c0527355aae5ad3d87e771651f3ae8a5de9
GIT binary patch
literal 53721
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz_f>hje&uo=JeE!3=9m6#X;^)4C~IxykuZd
zVDNNt45^5FvzL2H%+tzczppOMpCq+4im9{v0&C-rliwVVZ4}}-qG)#5YmJ7_hT1uj
zb6X4_OjhQf{N#a(GOLJ5GP}B^l(wB)qG9s1<m7562RVJdGKu3{G8=TeoqJj)_GI2=
z@KjjYs#m*uomF=D>L;&)Lc^!-`#$~KySge}{l)M0-rxKB=f3?}_Fvz7uL{r*>5=Df
zU|<qxU|>;TV1zNxX*G&8)rI}sTnH0^OFB$sX!29W)RN@D;Mngdc!L!~2Sbw||ET)W
z@PQ|<(e%*3z(U9L;NZSs`}XVa_WjO_-czx0ZNx?=aT~WwyGmc@e13LzTiM&F*RNhp
z%H8}WYMO3zn)h_QsZWn-u2{Z&dBpO))!)U+v;Y43di2)E%NC6*{(pOWJ6$_`-Ij0P
zz8wqqxiM*JT;$%W(#y7+5)ZRgzgXC=lVqBIZ_gube$%|E5$BKnj#U2rex<AOPaS4P
z4u=FKVTTLqMPDo53Rv(m{r&rQTiRKv+ndwR&v2^R##d*{zGZ3iIsV!g&b}vWS6r`J
z#=1A;_VRgEucn;iP&}u4Z~l)X>c`%S3oJK0GAr(>4|kQy?(g^O_s7<Ly&8I-*{gPU
z>S?j)tyxpoY?IS;xiC9#wPAS160zl<BMV<#Soo+qf9>~{7u^@E-|zW6MgP;O>UA~8
z^Y{IHwrt;yRa1?#udNA;f7kOhZfDKUPs{A=w@g*!WfG9!XA$`FF~BvBndO{8V-&mR
z(z_o#Hho`Ov8{JOf6Y&!zf;a1o7Uo^8GX@g(VgS+^)YqN8n?Gk+V=0J(3g(jt@AX#
zdavC-U+=!#k_};IO?A7jtX_XTLwDBSH7mX^jorHE(tE9=JEoW>AM0tmpPW@&=aT$p
zqPv{s&!Y~W7qstdd*7}(Uw!ZL6>;WUuO_fDa;VH@XqxwhYtw%L3vQNIo&|fGH%-_b
zlYieSr+UxX1>tffZvXi{N(q+un$P2P?DrGj|8CdoH&esoBvtK~ek}j_bo%Yh=k214
z)xMO(RW1&S(3N(ymwmMLdgd0fulM@3?X_o#eu-KXv+sHQ?_1Y(W_jj6`LsCdcl6G=
z8vAcepSe_DZn3eC)11;JYn3tu8XRIc6<!ps<@wFpI77H&$%EVX|9x9=`JdPB7+(o5
z_N1k$tLDl@PdaeE?%U>X=JlV=#pY(k)@3Dbz05ydCo;*sPsUP{Gg($(+W9xGzXL0O
zC9iEhoVDC|+WY#<{qJ|bx9k2VKKE9%?*2GW?eFhbtzNf@nVm0W>YTK=)2`yNAvU@u
zza(FOIlYmuY&ECf-dWSGKe}H3_qu;vwp`(SyV_l~PqpJETbJySn|gg&_`IYjD*?UO
z@IPzwYgbzw7X9nOe(dhuyGP%;Ue~t&ey3Rdf7q|;BW6|y^z7&E|J1N+QsI_&5x+kk
zVCKIOzW>+N$up<g#+_XK=je5-*gc!lR~2?foSSF+dy3@lDqEwl+GD%s?Y+W%aj)E>
z-+EK#_sQ%%mSN-a=KbF9_kydo-;!9TYP2-+v{3V<iWPg<_TKujX3ougw+pWeSDW@_
z&;1tj*5tL@edANvU%L1I=vF^oxP^b}`i<9K-kh4eZ|0d#-@jb?(N!0|TI}i#lh2VC
z*DSdHn`yzl>b$4-kDt>1Kgnp<b>^mfI<eE*8CaxL8y1**bv;#JXbfb@lJyAvUAvWe
zOBDN=i;fAVoU2NIRX#nFx0QKK)ODw@b<w%^vvbXF{r9L@EIn(g%c7V~vuq3299wbg
zpULm2MYGqNR{5qFH{J8_J>9x+){-l;9M_kzxp~eymAWowiI(d6n3U81!}MyW?q9#>
zV*C{Ozf<lnSRZwN+PB4f@}+0q?B3+Pe(S{3?5lL6bFF*7dF=glrRubHx<IXA&@RW=
zEj22-*W;?!?tLBm-s)-8qpZI+*RogbIq$l4-wHFk)xCS&SoQ|yC39ANX+7$0_i5r}
z^F^z#viI&wpK^UgjZAp5pziPK^*^V7bFcs6uAbh#dSiy#X0gd>=O$%6+q@{!QU8CC
zi(&FwfiD8-(uF@58997(m^gkNS!KRnjLC>;E1!)ve@pgUuE@6z8EcqlM=k#t<`uW~
z&Wi-2S!cEPHy5)k`joKY)BRqru(f~lzKFc5>N)lPQQfZfOD7(>UbS~B`^%-$mZ9fT
z!Zxk{uIg%P*DI&szI=7q<aL)`uQ|Hq=Kbrl61CTRuKl|rboHs)oF`RRgLu=<&8a-a
zyF%-@+hW_G^>)1+Ra<;s`n0~-zqqzjW$UN3__H-XgY*BN{++kxd+Vp&+su_-eBD;P
z%iMU)wA(ML-S!5rTm98J^{!N9f6uj**OI@^Fe!5X>t?ULYOi|uzG+eMJ}&9SQ_jU`
zt-bt0eDc%VD~|5|^81DN%@=PbU78+v@&EMsxtGp}=k@MU-^|0JU|`6p@IrX=yFFPP
z9vmTZU&5>fq`iZ*`PXI3Zn<WiyZ4V<^425!ZzZqL;`h*I-8&`py<vK?Y)-h{t(8(g
zqME{Ue{XGBaxXh`$%C(HzrBn@das$Bl72n0{A$s$UE8)!x;#_h%c<Z~-ZH1t_Z%1c
zl2tyZ&&X?Q@4wv>kALnp-5ilCV|wX5mt((Nq*(6%tKspwiy}89I0oLBE$Kb=QfRhK
z=(l4Lk2e?HbYt0jabsw{j%iV*%i{NvUs?7B33$g(nlisn?(e#Zo2ys#{&&m1$T9iT
z_d`|Yk=ft$-YtC_9w#RFci*j<>`#A3_xonX$Jcy3IywH6S+S+Ft=S)0CV>VARYsP%
z^BNdf{AN3>m3(nZa^0!sqn~)E&HokiK4HTx$LPH`7e=uMJ^dYE)v(%paU6HZV)ol-
z*Trip%)5TcV`BEx@HqL{w+cI=eEr=o9Jean_9=fM>)tO`r&IUL5}DVxAbht=!WyaG
zqf29S7WbUWeyv^X{db+vmrFY|PbR9oJ=?SNQ|e-OnQObYZ4cU&U0WISuj=&v5UJOe
zFP3I^t+q|tFeN<SZQGI0Z@1r<E8XU|+4#lN-#2>}Os@#Jw{_3G>XesXL%oVuPG42a
zX>d(E^Xji16VG>L>`n78T>pJvnAG9kdH>?-e$}r%zw*WRt^0cV^7yWwc&hdF+wA?$
z3{1ka8Jg@izCORYy`kIT>B{rc=6N<xH%9i(dlqZ8WBndJi(h{uj8l7MYOc+aTwU|=
z?3rIv*S{A164f(nrsMkWQBs;Ei<f^fkGfpNB=KDGOVpwT0$(oiWE-=8O6Ck)Z2V%X
zZNPfFtyRme%`|?xJlfoN+N!e)!mXJX%#{3cs`mSt1?EO&i&AIpyt44(_ntJC*wR}y
zJ11PPdY=<^LHg&K72o6R#U4kQu2TQA+*<9`+}tZ?Zscv*AHl~YFvEgH;7ez4cAO?l
zlYoY7jC*<9|K0n4?|$Tac~NkTxBb~WJ}a&<rtN(l{(9~syK6q#mQ&K!IrdL``}*}}
z?e%*$JySj*bvIAf?d*vMGey3*Wk>llJg(v0wMgx%k=Op!=F+!&EJD0O7T1Qax9jDq
z+WK^sq<3%Jt^m!}-nxY$-fy(-=Sw{e>-JvzeZ8?^v)tRu5#^%mzspIkjn59-aVyp8
zELYW(`1hL^U9+3=dEJ|@E7})tmb3eHu|G`Ld-40wrBkJ4g}=VLF8DTh@#b%ib~89z
z8CZmT865pfe%`3$m{ZF%bva9zwZ_WQS&1bdL~NN>t9;qYS8$sD-Ko#s?D5Nsc@sNh
zN&@8mx|F|KXLdX2S8U0v+)R6Ien08CysJakX0ca4T|RsI`C}ow<u+Zs9<)Asmf$?M
ztf==1+pqc5Y?aoXnl@Ma{iC?oQvaivF1~ob`fYXP`uXQfUraTh)#bN3@7eNM4%2o_
ziPyT6(SK!if6#@+YqFA8My-9lQU85oP}<YpZ%S-W%R};0*!BkIZQarHwbke8WKF5s
z^BHMuwQK&Z_%0Xe-8Xxs>)yD$Cz}_A&3D<q{+nFDyvUz7i>>0@Os&+8RjprBy3*O!
z4wCyi8Jhg`9T=GMm{cRBUq_x>+Pw5ruW8kVsHo*e%ClPc{CL#uJ~zz%8e`bj+2&K<
z7w^41>-2k}7`=>MxtxC1U7vov@9-_rt)CM6R;_gT?<lF8?HMyS&TEccEqC$#YTNDm
zKCS8cq%U$R{oASUYd`&ZRCV65e_i#uZFNs$mr09$(O4a%u_#W{_VvDtyLU{#ud*)c
ztk>_Dw_ih7ho-t+Y2RJ;*6Qbq%|$QQUsvuu<?*!6#OU&!GZCx4EsZn%wlsaU`6rn#
z8S_t{56W=4aQe5=u4y~|EWh~tN_cgD*Sz?+pCX-Z_l;)>ektnIeOrA+{^I$U=N4R-
zV&9q-`2O&ciRZhrZuiuMuV&l&ZtlewGqmnMcRTK~SKs*b{rxjM*IyR}h0h9=h6R^}
z1sWU{ahg=sRxXNHvF3;O#T5(`ITT(9FFLcwgF|J$gNgFTuj}jg{<yL3lFq}IG3+yI
zg!V8Y`rM5ly%-$j*H3*~>X<M`aK$%|rI#&R3+E(0e2UZs?@?yr_+_D`rq7Dr@t@?)
z;OL+C_C_(nM2JHq+*t&^6o&Z3aUqWrfJOyWrZY6XTXXkdGy7c5hvDyEywJ#7vVOh(
zpJQqV#2&2FHL`iQQgwmvVtZ6dUGMz6cX@BS=O<)x?ArW*W0!COQ}}ac_h^%fL&4q-
zv)$@ZDZiL`9J|(k<Ji?dU-5-s182-!ewo~h4><jG8FQunqEeQHl}a!6-BNyGSI4ny
za=Z}OTvI~k$~V1xGX2Qap9e06@y`2jMd-q^i}O(_;pys4?^fG3y?flg!1||ZVX0lg
zme6K(o2@KcGQXfw&yPIqT<|-qf5Gn`iZA@?Ji*SrI_lif&>i5!5O*y9a2xNo?CW~b
z8<SiQhw#hU-1x95J=^h~!qz7bQS%WpFKW^+VaM-R<s8j7pPg-fdv5u?NR^#6KZ{uI
zUJrg;_f}=EquN4=4_CrCv1J|AmG*)q@oxpc7}cFw@OxI~qBV1un4eI&!ZPoc)<NNU
zQB1c?ej!ndw*1>`_O{o4v(u^o9v{)5vKLME=GpUAZ#CGlIes^Ey&zZ;&+dC*>raO3
zVzSumyEtEJUhMk2d79q+T-p)$s-D}gx#`d#!g7~g)G<Hc!v61j-_LdWbxb;c%VPKb
zUs?|$s-Mr>Qv3P;$t%7dOM{N4a<xv(zjy4{&ky^hwpofleXVO|_y6B5ZL>f3U+=$Z
zdf52$?d`MA?ysr&wCeM!x-0*;t-bZ%>F)J=Jm-I(-+k=fZM(&J&njXbd^opd?<e24
z75o1jK5SNc?ug9$na;M?eqBl~jb1wQpG-{2YF_`@;pW9QdLQ(gHLD*a{5?M-t>WJ0
zxtq$jUpp_;Z)3ds-ll8+KQ7*-zgBWy^Zt)<())hg*)>zRvhmurYmZLL%gD?*A@OS8
zw=<1BTl3@+O|SU}|J_+}p=~+;_3k+n>gWGC^=Z}m-#4E2ADMQ1ie_-q?tIT1hAey6
zcqPw$^sl}CNBi<CpV$9;wf@|z**~s@2YqY(Wp^_~{@=g1Y2mSUhWs6${(o|Q{r`@<
z`O($)4!!;VJYDziyYE+{b7KDez3u+(MtgZp^sig{EWbN{TX?Q}$xKhq+xtyZ@BeQq
z%fJ8sciQt<Q^Vuczs^qA+5K_-Qio#mKaEe%$E%$6@w)N7PxMWFb*;y)-SN9N9L<|!
z^NIDd%Wu#9dv0%vuL=6Ksd)aLqo2ahO-oZ#eKYr=`P=2k|E1r(o9m{bKljh-GQVek
zcFlZT*!X4Mmel=|r|#QwhrM{({1w73r5@Y<{8)Uk^R1}2XwHk+_{rBCB*T7f@}6lq
zag)H8O<C%1rM^6_)x5oX{lA`D&HW`J@lRt<|9<uD+nSk&%~mES$!)m3QF&Tbt$VE7
z%KiWPkEU|ff0+MDFM3D8x|>hV?K<6ioR#k>``f1n50}Q@YQO&{uW)Amy#I~6PRHG}
zy1H!X>-y|?bB#uB9$EjJ8~1)a{+pY>ujhOAyH)o0)Xz(8o8~E8yk|LEf8@6l(xui5
zKmR;0KHYNDli<?nXG`M}TCbffoi5$a{pDHkx63iLGymP)?#}n>|LvZbSf1%=+}Ebg
zTkyBC=D?=v*Zb?s?7s9X|NYq+zxuSXdG;z%wXIiU^KA4kMBm7~U37oSzAddc`J=<L
z`b>;96IULblFENw{L8s|Da(JBpS0ay?b~wa${bO(7m~(bANaifS)SG!d_SK5Z2gLR
ztJ2@TpY!OQbN_<rAH8QSFpv6G9oE0c(XJr>ulWf#WA#r(FL&F;)cpL(zE%F4@YI)I
z=B*cx|J7J2KXV1glJ&oLfA8t}&Tn&|BD~@4ziTIw&H4ZRvU0uCa(>6J-ii7*w#6LK
zJkpi+;@{-;Jzt)u+pX)6-Y#kRdi%aZjl0&re|pDWWcp5{-_fPh-+K6NU$gakY@U+-
zg}=S;CjQ%_`>$W6uXygc%D?`)#viV&h&{9Y%!b38?S*gOb-Pfz)bWD0+~%-DJL~>d
zMenI7jNRo~!DrPJx4p+#w_$;K>*{xhII3b@@NqsgFPy0VsBU5ElWxnp8Ww>P`TZBO
zzehd4_dn{-)rpb&)6-&46;z5fy>sqb@cV~k(>s<K2d)a1<X#jg(e-DEJuU2b{gcau
ztu}%PuFs{|kKjVDMBbj|?n(X5)ygk!tx|juHIHN0H1(!+PdgW6S1O@$k6H3MmWQ=V
zmZ%?KS=YB9ySoij4U!hg=O!$7BV}3cavC&(OkYHd>Fkc>Og;}@aqQZbf!iS<OA7s*
zFU-B_cwsJs@D8h{b-Gg6-3(I7v1?lToXY|w>7@dMojxi3p4w7=apwN#%V$MKN$Q<{
zr1#El3CFH}`SQZ@Pu`C}PRqjSw2Cygs+?2%zD_$QtHJhc^X0cU&RFYQH;dog$e_uw
zi(d=TIAe*8HpLz_E*DH~tndGsllpsGKiBE4`WuwRYobUsV0T%~si2?x0ux(H+P|Lr
zyC;pAF-V|9K7{4&aehZ4{NZ=^>v47ee0^27<vZo~{n$K<m&L>JLT!K`ap~pZ&B70c
z+3#z!LL%y~pS^ayb~R}Z=&lfJTl@CK=WAv=)=F4h*mZ$znU0}%s*Ci6;|eeAmVu%J
z(jFEp$-Rm@l|Qk35j78zQXX1@+vT#3*Tr}-vjbA@Fg^!r@>@Zg{O%XFx;mrg93-Wn
zeAQDd)%0!+A2E3jr1SBdwguL!n-^F!suh&7#73LoN(12BdfsBW;)`>y6o$3aRnPD7
z^^(_PlRNKkx_OIH%)G02@9LhP<I%{mYx6B4qT#Ty@rC5zZ)>-gymK%#m_Ik~c-p<h
zo!fpQCs}90<%HC{x%oB6HvL`S%XNC|+0Dx0|5lQgX0t2&Uhh1;#=yo(XX-}h&vI9C
z6dbsk-Zg{DWJoVd*7156&cw%iK6Cxu#I)9~4O3)i{oju4dLjzwhc~YlPhYB)c7c0k
z&sU@7b&N8HMOf}eimW4|JgxA%_kF=ux!)6KF7;y(%PDB=x%3OR7T{C$+Z$(gn@Dp^
zIK%@fzmD^OJFV^)wua)&8HbIhTIWpWvrSuDt1r&XZoO{H<I8zloy@B4MA_5}l*Gph
z5Lb*my?OCsAkUlEuP?K)dpHwc{D5mOXmyoMIO@Tb9`RKKxPGKn?e@B2S^Kw}Pae(}
zW$s`4JbGX0G(8&!A@k19j;<GK|LpLb0~#^FANZTUp7@_V`F_=rGhFIS!DVmmJT<%V
z)0^Z3we@qJH?O?3XxIs#ZTBp*O{F;|G%fhOKnXr>f!`Iyx3cH2kSfXe=S-^2oeQ!p
z)HGQg%fq^7AF(7<P@38-e;1ef@}T+Ipq0Xntf#l1*>rgG^$arsg;q&Oh1V}xqP|}R
z)M8nUv&GVup0?olvNwO5mbO=SH~u_hVr}+%^0e&P>)}1K?;o8n%>6S7)Yw>yv$5ed
zuX6SjyBHpudGoW<GE;Zha65ii1Vx+xVJA#WcXxL;+^~MVzqE`3uj6-cgcG9=)Lerm
z$2_6ugxh|IdT6oOm*ewuHa|DtYW4lqnKk>K+;WUAJAGj0&4`|DO$)NS8;NP)ZCzmh
zF=e;y_LWC>hNq{MvizN$&i2LPK3CH^T?1^5GVRKu$rh?-ccd%6ILFm0^re-%$n5u_
z#OL>V*UUSc*8P9}>8C1{yW`K_*cQIIZGrNOt~RF&q9XP4usTL+-qGW0-bUxYywjMJ
zU}t@|@9duD<7+ZM95Z5dET6{e_*|qso!j>Zs5Q*3fZCjeG!5I*pU<AZIp_Yjz{H*3
zSj(O?`DcTY&h8zMl>TY=j_H1d>1=l+XEdxX=G`Txhs{f%rn1z$SZlk~m49BiuNJ)|
zd(Ha$XOwh5clHrW>kg1R__4d=`IXrEnonQ81tpct`u(umel<$U6D&z*-)Pme?kywM
z2E&Ip7C&Ze{cdNfwPye8wAZiqg`zYVm0z6WODbiFz0HiR<*N56QexY-#pk1MKiHP^
zz~Qx%^o&hMbfyaCI><LK_&o!h;jNn9y-^5rzp&M|0ehOTVUIlxZ93gKI(PRD>u8O@
z)%QPtORN5IVs+<@=eMoJZ!jB+sVBuxweDP?ojD78Zvb8jv)sMu)EV`69`o$C56cC<
zScvmFUJql(-g1LAs+3=x6Z5+AO4V_H=B1xyzS-MT?r*-CW2ip;wCATd35x{(?{7`h
zF7$g;_<a#ziM`E;5*SMJVw&}sX3mjdxf`j?BI{VbEnrcY`-R8xdTAH7nmVC30!?jp
zcJFRWo)jcdlD<`-1mav-$Nu`A0wuY<7)?^%^XumRKNxh_-Mv-RD0ofzx&KQ+@%!!(
zq<v5*UjFXUyEh9`*7hwpzCVs**ETm4$AN07w&z=}+Xb4wxbUYPR3F33Vo=l&)c9}i
z%%y&u&KFE;9?xi6V7>Z~=DRtM-sLQG0b3Y@-9q)Ibq{AO0ktD^Q38Y|Hd+}Y86GZv
zb<TcM$-4=WTD3|B`Jf`y=D9wo);Og3&Ta*$$-aC?ao6t6&6BoTHOc+2Qhaes3L_Cn
z&0Fg}Z~MvozvjlL`&q<-%HHg`zxm)fRg}CW>sVeEun8PF`dHm^+}L)@c{Tq3Ya}Xk
zZ0~<sySd~c<0N?Z$Nj=w*(qzT3V!)<o!jyHH4e-~_2$J34YqGzzh*WwFHw8}aePzX
z0&8oH$koa(KCTyUTDMjZdqDtgb<93eIN2hdTQ#ec#rEG*Cu}JQwS~{IYjdj*IADsf
z1`H?#AiA-Hk{h_&56zAoR!syV8l^#lobs^-E_gTr*6rzA0M6*jFFxuM3>0=p_X~4%
zr>p>l{B#^4kEolP7eKQ!N7bLxtqZcVTd)^AknWx11;LWh;BH#?aONr5ZJzCNo3HJg
z-rd+N8-D9!=JqH>YjAyV_wHTBAay^Lrgv*hLCG0ZMB|RRhnAK9??=79=)3q3+wz#~
z<L7oeBULKtgp*ZU`t?5lNUi(kT5Be}+i-8^{Oc$^qU}ebF9hHJyX@xw?|U|%S{&~G
zw<P<cc&qpNNzZQm-*kja{>KKh;5lszx*OR#oG)w*KpMRQr4qpsUVoO@!-k%k9J@A0
zomp@^=7N0fg&^tqC1F3$tclz4P)xh#%{t@F8!zACYO0&{;M{{Oj$LAA7`gW0&7Z&O
zx4m&VzhXnoZ5!*Nhx4;Q4FJg!`74E*FQCf+t6!~L-c=H|HY(M7y53sPRofv87H@A#
z^)8(G^z`)GU834jO5F?8oiA_~>u<iYhFf}7=H6DLnLdRRA3l6o)ou3W`=NWb({6nX
zcD_)|`*GFw3*5}?Z(i=(TUPy?sXF1<qpI%y-TRea+?oVwmVmP)WDHJf-t#xV`lp?I
z+kft^jo^$;58qUNJ9qTICp0o%?GX7=`udvaN|#Bolit7BFRpL*HDRyH=j(CRxq*+g
z|Hty{H_7EY`rH3naPye@+JdX5X~p`h!_T$-1GTnJKP{44xJCB1?$)oYEU`y~9pCGG
zd(JLraVfxl^MxBM0wuZasLhoMzt=yPL@s<Z!+7de=g<3AfNC+8yX>WRIIC2ie7{$n
zU+7kIZ%?JG)zd?9ovUXZ=-*oN^cN_tNH?W%?E1#d&m!ws-hXlv152#uWge8G_weUA
zcUS8eZz&JCQE*zPI{n*USgC(}?t<@MzTBw&emDG2yype;oEr(V&2l$Q)eeuUuKulg
zWYPZn_5c5FtNUBE`^hA4Kfym61(aWK?8@g*dhyCw2vj@UstJ~;9tw=)*d?Y5PXe&Y
zruO8SPmrF{{jErK&GDrR*2nI?7PdYvH#Rob)#@wDUX`yGH$`vHTU*8ZOaIRy{W(s*
z*zJEbigGP|?O4;QvG(uP{pWAn+s@v;dY#A3J>8}=Urmv<KD%vC(1!S(cDeswugxso
zW3vAL!~NSD-`nKfEdSq>Di))7HmsHR{~Psb)gRffeOq{c)3^J-`B&Xgu>61gUHY5<
zb=j-`t}afyy>;?A?oGV;FZlc4ZeQN_X4`%H?^)62zpe6P9$l+{Bdomq;N4#rPR!)|
z^Mhl_zCYGS8xHONxjVQiXyp|B8m4u%2d6DQ8vgg#)nK&;tNA}ndM~qc$@y#RC&>4+
z+_-(i-EQmu^WDEIK3CR@{jT*r#JB8P{~mX-cUR=J)gNv>{k`yk@8<G48=>1fPptXN
z^iyq0V~yRfj6QG2{4}<`pQik{WctE5{hUnc;vHGnrQMC|&nz%*eka`orrs?GWW1x|
zcY1R0ovk)A9j|{%VT(OIS+YdeKkb64P4LdcW-l)!U%U0a$gp6;V=rsFw_(~T%Mn>n
z{l(e1X1TNT%&i~C^~pH8U#N8!aCE<LSGHwAwqT!^^M$PiC<TM5jr#ll(b=}UGDB`W
zn3DbWMrApuFUacn-BGr@N$#P<YrS_%XCKmy-nORV`nOZ{*JnAdZ<RzdSLp>KXz+Un
zq77D2_V&k=rJrgSAL4q+_j>N{%Cl@tOB7z%t#}-C;dm8a)zS&>KNdxPd107S{k`vw
z;>70*`tOE7J2Bh9-74;;chXIujPOo@CAM3@k^h9S<Ml(X@OI_l&DqDfyr2HoX4!kU
z>iN7K?5%0Wmqb|Zwim~6?c(<=&NgoDTVQ_OFm&28%NMR1tDc`K1~(ezCZ{sad9-fH
z$>eKWOwJ0F=mtWXW*_G4dM)SuoUfPbbo%m}54+_rAeFv_lP%IN%#}UDV`co}pO}{a
zj1%Ua+3$bO+q&oHB9V;K2j`1^Zri0l@fqLT|8lSAmoGLk=1e@ZAbT~U4sJ^iKhNbY
zx=8ZNrMn-3!#uV|zqd)dVA}F{deZ{y>_Z@f&xsi&v(1$(DHr~0lc2=?YsvI|iEpjv
z3tr+8ziR)y%6i|6Z3WUDnMO_Pba{~S<mD>6%rJ?{mRBd|hg{=3`+E^+7;Xl%KRm-R
zo$c;TM{vr@U-*fI<*(%F(z6@?OqnUPVW!Wr8OAm?Iw!s5@220pH@9s8zZYs#|KZK6
zpMOu&>Zv=gvm|P5`8{!rhO`2UtmF6X0!?;K37@9rN8Ij9&v|i2TgN<i9m|?s_R5y|
zH~$+o)iE}$%LrhJb^Q2T5|Tt7TE5-7d(rw%_qmVqrfqcoERQ<)$FXa3vp~sKhQi4^
zI;$sJu-yG$CSuhXd}nJ5BJF;7Q}ela+S}W9S~}PF9q5bskO@m-pr$jZy0+$UbieRd
z7aVD~^th(CEy%u!s4X7Olzg#K^Y^uAtMUaBGtT>MPd0wPA?9`s4pUkdD8Ilo<jKtK
zo-Yp{J@EMF%Cu==ZKpR2l*k8x=L|rNW{{qLVonzXOLE0qy`3*?%|ST-6V5g>#ML0Z
znD!wL)IDGDS*9eN`=iX4oNXNj(^pp<d!E_!RITuiO5g4s^PfGiWL~ZKBI*Prz`+_p
zo=0x}DZb#?wYwFRL}G8bFdh~t(T#!R1=#Etd^{c0+6Gk%cbzz_n)GrP2`9$eP20Hq
zchIF5XPcGH&7$tin*QwGmB0=4#+FrnACCNTys-7F8$7SVdb*(OoTJDh>sY>Bps8<x
z_v{xgH)h@IseN0a=CZ}+^Ww>ExvAn!dhFH*nFLF64?;r=xm}K|d4<!3`&TDzuhgBT
zn_{GV$lhkn#Fy9G&csQ1NjLo~^lenD;A&cz%K-Hfatj<3#CLT;L3~L~i}TmRHMMUe
zZmr8ce|yoirWD~<%gy$f%-EF9F7Ty!zT*W^-mV4O8vksVp_MOk?->-g<=mif+|nuV
zMZlstrHFTzm^M6j!e&z-&25mn-K_#8EU~v-II1}2I2s9-=!QYv2Wq3?H(KdM)EcDN
zg!G&sodl3q-hoqErm*4*#R9gIE*G{&K*JAt+6C1AK=!@U1?LAmlR6h<Zv-U{sOiwb
zF;F~h1I5$sXpokrzAX#d4@jyAJ6=yh6vH^9mcx<1(bz++Y2DE-L`MW=xB`?K@<0(f
z-Au4ajwyYD4@+#fC^VD>OLS3F-xp4u7q{i|H(#HhU%LImOpYA|Cl~0(h`s-4S9#ie
zP401HvyykB(`K86H>qmBJD>C3FZ<^IO<&LNyw|6{%Xd@%LZ@po=Wbo^Tl#j_w>`R9
znjU70pZ&a)aB7~c$8C3Y-rJ|vC7!fX(`0eH9>$Hu2_NkeP+Nq>Vbv+6Um2IZy^*(a
zt$xJAw&*n<HttsWEur-UG6oa3b++2v{OeoFyg@b{I>1=HD}Vjndpi%v&Da<La?dvV
zi+R=avN=Wd&$?bH7MjOVwe5uA^vfSyF6<9_Qu)DHe)^Z^F8q!cw#veWkdX7PVYA-6
zg+7ZG_{Y!KT%4Aj_Ww$Jh0MLV8=G%$YFm)qA_S`Q=S!wCo<WQqb)+ZWxYcKupWA%9
ztC4vvcW%Ndq0J#~TNrD7%D1Npx$jRu>EUu=ZYd~Hr-Ku<;){2IAv_O6%6X3maV_7G
zUD@X0d|_({BwZce{P;ogwR^v>tl02x-R!mNe}^Fzo%2CyeKRPn%Q}|xFPg}}63g<*
z1ypTGD)BmA4}v5h-t#MW|GRN%C-dS%pKiV^`|;>Js38Mtdw|D)zeEd^fE{Ah^iIx&
zV;9H66%s7AETOq-@C+t34_y7N*l|V+rF|{x`2C|ZsE^Ao+0?f{`NhA$BRso05-WL{
z<QP_22svJ7g1O+FxqbT0eQy^ZDtgQP<^=2fYe>~T*b~hHC0~8d?(m%RO)Uo8Fq?fO
zv$6=>miRC5uac>0-IC0<1=+BvY<2(Qe!qNsv(J2|x1L4q!9l7umc6Z#CI2;&*kX@N
zko>}+!0cw!ysotyoJsJEhqK(h>BwQ#)VJU_`$Z2X^UmOjGAAF3l<S@s$mG~HO$!<#
zpJd?qra-(rPw07$;yTCYQYC2@?lyBciYv;9HZN#ju<9(Rw1Gq;#_$9vuM3uZS8%%E
z$|3kgK!G_;=|vP$)2<S|;NjR+Eui>9sfDA8V*;bGAZjgwUZk<ywe1in5p-g)WjWC>
zQ#kSh`<o5CVtrmO_s#j;o^)^O&HIy{ZCkc1Vz#UKw^<SP9J{vNLtc*n8pr{M!ftlK
zCOxN)1?>!y2E|I;Rp&o^&#C{nw4tQ*;`62AH}{<B-F2WvMe)TgC(xJ~a?VkF0V;UF
z=}ECkjw$7U56fTG(-E^%*MvG*PW2Kk=4x$H$-mK-bK@7UqrJvM%ZtteUpg-{a_riC
z4WtuXfw@D&)8&G51J4Z0iLAB9Ke*kV{(qyd@7ax-D`yIwdUd=`PWR2`!>w~Ue&urP
z+U|JS`FGBz59hlKk6-$%d*AA`v}8%`yyka@yBGZa@lmE^Uh}&*3iF!R*(p>dK4`GL
zyZw6J`<Mj&GZAmr`yXg|>%Zmpyyq2sySNO`JBEXz-Y`3Ap5i5e5*AyR_?1SMM`N8g
zeLeBn?B`njnUVio5>EBa{k_}l#!eS#w->UM0yMA<%HAw@?K|9r1WH6bSz^77Vx*e-
z7PP<Ct2b(TmoA|?XLI$`)V6PZT+(?nQ{SK2hq@XA*$9CW(Zio)(k?g$TuoDY!Le)G
z;w_mRyV{;_ndd)Cv}p0+ph#<z_ua5wDR?aeXe<&`rzpSp=h(7fwS>|OMUS@AE*Av9
z6x@C4?{?uY&rHYb20l?-P4Cu7n0G!_D?BIm2;8WdePky%&MmasB)<rRY@Nvg8sFE*
zm1<h|@TBPrsXk9H#|v|>g1m=PXuu*_){*~4+`9~xyS*DECV<+0)%z1(KD_s6|L2*R
zWjWW>b)oA{=D^07yR4V*u(s|9zGHcGZt$JI%^Z&5hC1gH*&roQ--2vwui2oCKkxIe
zztbddm}=$h_^MR>d{H%M5Eo^*8PrO4zW_18<%07Bp6Q(nlwUmDb$Wi!g5Q#EoR_QK
znP^Xu+gPS#JawD%=WC!T6?iEK8Y_q8e8Hx5NgWH?6(se99o;V+E}d>K>G<7PhwE2%
z`HaYgN;;|S&;G9kwf|8DZ$YgCj$QQviZ8U<II1`%Jv0(5VX=)V|2bK(#Qw0xLP$r-
zy;bzm+iTY4b4k|!_(1*kZ-?)jZNAcZpy{js-w9uR|K}oA2J-OMxM0bD1*Z$4Jc3^Y
zR1T*qz2K<Y@$Qql@{78*qb-LvY?ZCOcZ+Si=zmM>D_B4y%8=3tmnly<Wo2cL)?*ur
z#;=iM*R;f-O9Cb7OZnt%Uie7t{Uz+b?RN3(sGNsQbI$H7h?uliY{A|2={dJoM@ARD
zU7+iH;jihfjdz2h<2M}Q-5&8Ux%}s6Cbc_dYVKQLYXOQAHrxI=x4P`|lFx5vUCTQ;
z?aJSuINJfv7eZ^)^MAH&eOqy??cCl&MVFs>C0+eH^X=VC-QV%s{#jnX{n2&1=QqO;
zj`NQEu3^)=7bw5jm3K*9@kP|KGYhierLug15YO(aUl-ZWn%QNxu3l$2yLx6y@+;;t
z=L_AXC!ZEg`law9QuF-b-Nt1F(bx21j54^VAFbY_{9=+~i4lwA^-nw#L9>X8zr3b)
zE?Di+_XISa1uH)v*B<CwU@g5TsWj~ZWOM>rk$`F;t0uWc>qBO8?CMf!TBj=cAGDlJ
z8Qh4RVA#BF?#EQvK!#u8^-ndK2C3)ymb_gIYV%Kjw#ndo^)E>thYNyVjBn)m=5smb
zOGTa)y#y^Y>+Pq_%l~;Ta@Pk2&pRsT*g@6%W3|E<P??!0w0vI*gX48B0cahl^derf
zj!pK@nd5)wyK;KpFx+$T+f%_W7SnkhuZJurzL3lldM@vx%sJ=LIwi|Vhc(}U%G()^
z?iZZDOw|&0ygtDu{kzs_p0~21W_OHE-<w&xA8*EaYROT>vFer&i>%}IvMFY~j@LiT
zx%Sy}v(wSul3;Sm$;B*b7ffX)PXSF&9rb;*!*kB&)*YTPVb#7`*B4}07V++yrVe3P
zU0>i2sg~aLKhkjc+xqe1Av^1s8=26Wa#F2N5J%Ixm15W7D+##4a}S_`!>l&(+_{-+
zcQSAN#USi>ol6xQ%An!G-x?|r3{C5tPsiRV)tNk@Wr6i-kcM;Meh8?Zw>TQxQV_y(
z9o*u0B2w;G2=zHi=eLk|7kHuHanl#z_*~~0e*Q;M*Y2{mNsv)5P(n)w4UGIx^jN{d
z66-DIc>NQ!J7@gj%mVA^4#|?V3o{+d`IXWxxN^*N<YzQWPy<P^=jfN4G`(}P&|*O7
z0hLDJ9u0achokDiw<34t7kMolyTlTcK*hmIP_OqUsMp)K0MX>AR5C7p(6N+1d%f)2
zniuljFWv1vW?!;B@Beng!<Ta}`IO%1d)T{8zkk8%om!s-N>qJ~LD>agQ%HE`WV1gP
zZteenxgq+3>-YWtgRJ*`soiye!IPtkVZ|d4mRN2P0zS}Y*?Zw)R_ivglhcA$h8Qjn
z(8&12)~0jSJcFak@6hDu3(CbU<@UT?&;ssNsQa-iyf_yHibr@eU5O>OMZl4t@srE5
zC%m)Qy#0MUH{&7ewA~rIQoLU+Pe>`3-!ScMzQPMjme`96&cHjx(5S!~tb$(@LM)Hk
za)f1SH0d2ZY5F2+&PLEm)Ti(sF|2J5s-{(%<XW_v<XBdlh&WDv<Z@xFMe^LX1=gn_
zb6cRA9h9t~%|{OwTaHi`n9-dJvI~z{@j8}IL-dG|8>Spp0;@Qx1lC*%V2SM#cD(+m
zr&Oxxoen=vR||eoh*-LiW0#0})4HRQuR(>G9Jnxpv|iphwk+rtP<o;0p!C9Vh0+Vh
z4PMTIC7OOLvE9bkKr13`u(lOlE;I+YUT993+NSg(Xb#6NvGg^dm9~{wlUe5i_Jv&w
z*bi#)x?U)?fVCeRA?-(RaXE#RyLVeVygJh9a$)XPH&AZ})N8{Ppw}Pd*nZmMTld;K
zZJNE{j7`bU|E=RK)4Pb&-vRZNtTD0%C=Owv!S>v8cX(u4#`_f;9!`t=cJ9q@l*Z04
zUFb*=sMiNePC}0SPNI(dO`%d<3$hEq^C61nRyqXwYau=}_B@row(YT`wAFX6)4sE{
zJ<oRiHom?4a@4o|Ie&}SZGYUIH~CHSiV3Feo4;*M&fLAuHorTHYtq>jmHSLU!#9_{
zUGzM>ZBsV5x2=|cBPI9#{XA!G{S9|qFRRWD{Cwt}U4riI`y2j!kIy<jeV;$5Q!el&
zAf<FC$F4S2V{nU7a(dIf`}gy+udUg*d|uV6i0;tUVK*-=^*+AF+uy%`ZN$by-`?HL
z-kf%JQ|aq#H}_P2esyh9@ST~C>u;-k6}y4bKDZkFYt29C0*yH6;6PR$!y>x_HK+~#
zny|{Nw|{(7zm<EwSeK*9Hh}k^tYf}FNOQO13*M%z0z;O)jsd)SZ41mfUg_wyEy#XQ
z%)1M;wBp#(1@1+%e_amUy?r~o{C;iu$Nl2^>*_Yho%{)z3Q`V=i%S3{V*U!2y`V8e
zi`v&F2bHk52bNoAWUWD30G8fi!V>E~b@z_f5o(H=@cFC2Q{J0m_1;W%)jYdRKYH7m
zWe560Jy>k-vA=ogE^l)C#}d(XyN>0&OPyr6a^6Q%mRPMR99B)|G~Z3yZsmNzRK{Bq
zHs}N%7kG=bk^odOyxJlBC2R9TX|tRSzO&74o|>w?cJJO=k&Tyleoxbl_WSqm+3fsv
zyK+pgfO4C3Q%v)^e}|YI-7g51eBT{p$l!Rrz~#bL8ShMvDv5QcLSS=fJ;k?nh<w?a
zef`#}tE<<pUcLH6osMIF%f6bQmwJAknQ7d;{OI&LyT32}=La3%|D${VhJyzkGi&$%
zt2kw5mtOYtDeG+OXyLhDOS>Ffo1UrJTbIwwy*q7_blu4}%KKNIyt3y~aB$ncFY!4q
zUh+<>y#8CK_T*DgvV2zmt&8{nkM?VyviE1|p0-!Lc|1Vz|G(bnZw@lsZ=7wdzv+9~
z9POJuvz{+|oPTqB|GSO;e)}(7ixaq?-s1Kl?pM{RDzjN<_iRdtomD++=B(!n=cfJM
zzAWb+Z(6sV(EE?`?*2*j{{Ln7H2eCAqRY<rr`9jy+mrUvJbu%krTepX9^J1DvTyY_
z{@c^5+ut5LnOR-_`^58(@9uZ!>wgo?dHiwD-`neY{{F0#eE*I$*8X>Iy6)dIVW;CQ
zZ*vu&o1Ei))_802{-yEva(~9}J5{v5c5aHib8C+EKiS*H8*VO3*WXyY={b0?%kLep
z^@QrPdRg%~+}3s)H;=2dZuxip+M{=T|K@#*u=M1a@_W|Fo;}BT`H%l@n{m-@+qS+d
z^X6YxHqc|;`>E<v8jJ0r9hIM-J@S2|RH*Oy@3OyrE!V@@dAm;b$ygRuJ;`44^~V2<
zjp_9hHlEg(-PWyt%6rpQ=Bn%Sw(R|MxhMAfzr@{NueXDS;+A|UkKgdezV`H+S4XGK
z+8(e;()7I3`LfNr_M5)2*BuU$|9@W<G-Aj9{r?5IS9kOFoBd>pzO!s6_r_VzpZ(kZ
zR=$6KW_gM3mi;#GZv|+m?6j|3bF|EM_D0F+{I{=kKeoKb|K98N?e!^d9=&dR+ZFxT
z_TKIPPXn_na~D57xBFDvZqxe}D}EanXSAn&&)vH4r+L)>-S%297Y8V==3n+^wfmWM
z?=^1hb~zrEHP2qopn92os{DJC-<#i6)Hh!F$A5qOwC8af?>rU1_2G@=q)jU;)5`Yd
z-ppNp`+|OK-rv*r^g*#{Fa2lT-kH@GcU}6t#@IF(<U!@1d#}yDpZI+Hp5uC%KO0iy
zCyQMAIrZG5cXB^>Ktn%jQry=k3yS2uBj?Ul-unFc7mgll$NX<nU$RcSH~stZxZk{F
zmNjVg(eIbMdpB*}!M2y9dG?XaeS+cfMhAQ!ZJEyVVTP%$zue|!PeIdYHvMAXZazHZ
zXRW{Y#Iw}A5_vrp-G<;hTSXs(#-}Wn_gXvlC-j$!f4^k<{G#teul~61Y4^A1#|NHR
zJpYAYE@<ZcuKQ-!)1V=Q>IUT(9KR0DnQJWV_`Of{-J^G^7FD(D9It<RqE;9+FQ$3j
zQ^W}3<2hz}thH;NF9;X@a_Z@H{dl`qzdmo|>R6!s;vFMs*pFjZwS+4p$1aw~Ck2qk
z*`1dtzKB`{8CN>CbisVj2cY8PojHpvXxQ{HhvRew8PTQ%*)ySo;^3ms8#FYH+}1f!
z!ME$%EPHS$n7)9x4b;K`JMyIIi@Qgimo#seEs@s}Jdk`%Er?&?#knkKgX_zhZw*)$
zQu$0;klvT3b9Z`~{G}=ECI2pW?%wgg>zm%YpM86H{V(3x?)s~Vx!tf?PNJaakzh%>
zA-vs?ciHmjUE3auqp?jBg718l@K-D9+AXFB8npGhWpnaY{k3(xyi=~#d+wKwudxZJ
zs!107^5dG@-gJ&#lQmEpK~kI#)C!d*s3+}ULu`feZi>s$jZlo9(6T&eWs=`Qg;UaA
zky#q4998p|*eN>i+U>5F|KRx-4uu!XkH38q1qx1-aWc@jWA;jDa6W$`t`>cJb*`C7
z_KBj)#gjg)`SIDd+8|puf16K$<N4c5zC28d?R&m_*3553ES?8XI|-D?2eRBf-v4~T
z{iX$=28wunLox5JZ&F_1gdtU;>kng`SBY)zTd=$TSrcmtVsBBNGGd>@!EG;j-7eI!
zz=xwIfJOw3U;GOU@p&LpE_g!N5Y(SGYF_vBBoAbB*Giw)u*pUv=w##5v?Y-oyZF_c
zK-<S5V`5jA9{}}p8IxfBTu`GQHiKWhXx^iHTOS8cJJrAM-5$vLp6~L_Y+eo*Y7^j2
z0kti+8#KR@cRjP9TVmRAgXVRur$CM{ei1bf<SMPp%ijHZJbC%{=|zh#-{Ft{6N$wk
zf+djgJ&U8Uu0<+ni$H^CUW4s5N`dY*Dl)#L!*aJ>7(QkW3XrCE@-7^^x)Lk-n$|5v
zn!;IbveqCc*M0u>Z3lCY-e|nmYG#ny8L6dwx5tRb@%u%W3$=g1i4uLts&bLNdCsP7
z@AJ1WY!#1qx9H_0-j(<5ce2G+pEUt>Q~j=FU+~Ts1C8JOfAjjW<%>z?7bMyhUYvXM
zL8e4*^RpbqcaP4+-r30p89+W12#TeZ@K^!`(AgzhW&UsUy}5hc%+ObQ)g{-K=VV-3
zwCi+hRD)!Rd?Y9ZfjWwydHh{fY#qCIWT)%w=-xd|y}a=Hrzd*vAVCZ=(lRdnf?&!2
zg<mSX9WKljO$GHn)42_s&+%9pzj)_(gl89rqVWqwhj}Mb*kZY-!}_VtOMI)}3Lm}U
z{8^q$Q2%TS8zfM{v-;`mVC~lz{ALG@;zi5@jVOT1AkcDj(8?vy+=_ERZ~C)H@h|D~
zYp<=__bco5t5;p>3$3b;g6%za7o|bD^RW}#9rQt_WuWQBOCC09zO5fq_?p(aB1Ijj
z7_()$T9Gy{)G>a0-rU@Kdv0D^7u&sH{)>L~c{$skn{B;uh}Cj-?ZXXAvac|0`Teyg
zx7sw@d!6i-)H4fyXSXa6mwZ-aY42_PSgPc$X+5YgMlSFmMWAKeddK`P57-^^r-Xc(
z&aL%g@7}#--|v>+o~9e!wFJ5*Z0o;&b<vyCdiVZ#)Gg-uYft58A@50`$hmtKG_b{8
zTz2kFMV(^%f^L3;>hh@5|E904Klin)=3?%<?fnxN&n(D(35q9h1_edE;w6DE0wIrQ
zN`_oe{@GU-wkD!5=+yJ`^Yj1zIsZTAPwk}ibKXx~K+VDnppFvDUE7{T4JV`bCFWYs
z+qkfJ{f0YRc24s7D(P`%LH7O+38*>vxmw{Q{%<TTEW%$hzWupZ{a*Lng6U}|7GJ*k
ze$QvW-9Mkr&V71n>a~0K<}tV=zgKGNTd;e!1f&sa;B-Ni!@bp@d0i?>K5p|!W`jgU
zpyT_OFE!82S|7L9YUA}e;nM^i-7nmAmPXPqSYmr@awi93F+D7)s5QM?!woLHJHV>}
z<~6^Qb5UlT^GJ`WQmGA;D$y!E#TCbljaMv~eqUkTwbT7_8>c<Vz6dHUY`4sG1P`%%
z2RnGC<MreeHd}#UmRN4kU<+tSuzi8l`7;Ska_6V7z7JmST`mfqS$mh*vcOwF=|xo!
zN0q`dj$L9pO^_;@-_dm5%!919yC(lu?zai5`FeV~zW%+7wKjhhK<f_X3zmR;BFZeW
zO#+VBlU*(_8@gWDngE*k703jQm3=(JqxAyX@}IjWxmxA5czjLa$H*6tpMv`MclY)z
z0M(||5{fT`S~zyeDL2V=Xf~~51x=;FLMY9^@%{Vv+fB2t-Pn|RI_Kk~qesKf$KH8u
zeh_thcgH_2UY&(?eed60H{SO4>KfghWf!L1ZCYR+(6mt;G*$shF#;u=PAswgf{y%0
zL>#X-fo2dvEeUX-&R7s$%~!Sc{!wA?$Dr)mbgyFjl?c!@tY8TwPz6hD-B_@Msj=RR
zi*xTTetp4v^Q(_XF8zp8e8Exm_-@mJaODMdhaa~#GJh+%AGdpNaigt4@{>1ncl^t#
zUv&4I&Gkdc*IZa18D@j(>WVY7rm6QwUWTvSfCV9FLKozI&_a=td7!G1{h|j$lO9v&
zf^5fmpy^!LG67>3sV2FmEF0ryF01p7`TJhPG~ct?yz!a`%1X$|EvwUOdV}vk$C3@2
z=S}@&v&TA_eS7NLL#oZ&3L^LHpWu8!)%isV2Pk7gdw0kMT$+Jn|MSyV--{Z*_-K~^
z+9OeazVYn057z5%`A$B!Jv(Z*>cdz1HUcFqwUD($c{<qo{Q}UDK%^1qDvnhj&meqU
z2%5nu?%G`~(92@b49XL1h^c+hMsK*6&#zceEdKqM?*YwsUnNa9vlzcPdtudn9pe{Z
zo_S|>TiD-J!7smhW<@eN=40iY`zFNk>*l%xGjH29y-PU@DzMLqC4njq(A;Z=3WK9~
zqm5uQc$ycyI2}~(gPOA7e8RD7vmX9N6Jh0`xk#IdoeQ!bLfcvJ@?Po1xm}=4hcVIz
z8JdBt=YS>U&pljKHiAFCae)^3$)=#qwnE0FAj?IN3SH0=Q-0eo6V^s=KlkkH>~NJ0
zm7mjge?Dj3{eN%PRjue<C7CuSO?HHHST)^CSbZff=XjZSZtX!X^E*kc{db@CaZ4VE
zy|cAsC#W_y@4Wo!38+m6nkPVyT^_9$6KA;FYlp4T_*efk`Pw=A|23eBL^pcd88Q7h
z8GkF@H=u&a{DNAte$xW+pHGS`%};4OK*>hR_ulJr>{{|f-5F!!33xsooQ`<ZUQFz{
zU;F*8tEE0?g-JE2UvwKX0I}C%cHF=B6-rXo>p^XuyW2Uen)Vr_KR+W^wmnE>f@r)^
zK}Gp7zP!`7TD{qFA8xAXFK3Cp<b+`zEXa*lEVy6&ey^*i{@i<UmW%IQzMPzWecjfp
ztHYzi!^3Sjuin(gHliXI%nfe4Ht9*u=Geue+_diKkI%+7W~j}qwJYrVH|^$+IQ`9h
z&HumCZ+%?)9yDwQ%Rcb3-B|C1czn&rldsPSehHras8jv++nv6;+X@`drNv8}m)wdx
z`?Z_Zv7A2_+FjD%a=4%>Ay}ddD&G7ttBia1@7uqU`h2S1-C|MjoyCz~GsNafewoPT
zcwsAZE2xsn6I%Wh+>QVh7N8zWQP*zxf^MXeygx3lMEtw&Y%|gImiKp+zScB~t2|Y0
zBiOq)e9ohDJiB)1&vevRdZJeN(I&Yq`@-f+|IU1Sw`JO2{pkO5UcddZ==Pm_c|~S{
z65Uwr)uOw;<)jbpa+OPdyt=+V-u_iv;l;<-PSuP1yKq#gGWr!>m)lSbnpFWc7h&mg
zI$Q9!Hx9S#tTJzem1XXG!d0r%v>^K=dJbe0|5C9p=WZOR4Y+If>=};J&jl#Gh+;(A
zCp8(gt^~Sdpe(Lx;@Q)8Uf9KONH#2JU$Xk78)&X)0%)$M1-#M2DDA>lb{9~9f#+jD
zJL=%2%1qlCTc?>vulYZz&U)XE9lt+lXEJhBUD7K1^}Bn)e7oI`W<iUZ*gtpjSYoRk
z5X)5I!LIaTzJ^?p+^qi-eqS&yaVRe@f8pEn`cFdBz1z2=YuJ8G(~Ztz^7-}kIfqq$
z<m5fp1)#F_^9<9I0gv?F3H7Ku@9>-hn}6ChO&t`g@HP*d@Rurm^D4GqU834KUte8S
z&zA|$pKI}NF1P_$3z{2;cicgVy26MTTHPWy4s5cU<Q{g+YX;>@arwj7?%k8~cPa%J
zTX%awjYyCgpr*lMrx}jdjX<?Ebj1sz*k854ee;X#>+5vSEh;Z9Jvv#Ssg8?LZu7Fe
z%ep|Zfi#B(pG<=@tgbIm4-)fFUM~3MazofYF3^0Fb#w=KC)4b6JiDqT44d^FPw?!L
zdwkL*?ZVaqSXa>4MauXEsL}9w4cD(WUg@06%Y5fNin}K5Z*w#6d~Vi8=nhZM>nTT>
zj_~aICY^}flZ37X2hEDX7l)@^P)(ZBFk!RWi#saos>&5!+zOmr_r-B@uYc6TRoQ2r
z#i?<I*FS7rkZpee8U~<6fzUJzstG~M2~^oXadL2~y|77p`(;)Cg86dWqq0GZXTHna
z$l>4rdDUH$mo>YWg?{ew{wglVu?y<}2B?YsHZZs5auavemrIMK52}7uEBNXKp4*FC
z@BZrF+}%6G1)mn}+_gd~lELx1oB+rM^ki(+bnisrgNg{X84KJCw9+qLUmrjJMf$vO
zZ3|G_`aXw13CrBsM|QRciX14upeo_t1|E(A7bCupw%F|SoHH%G!z52g9MYVr`sp3F
zJ#Vh<rxVIY<8|Zr-3eP0A?UB<`wm=D+%#IQ2OBGbBo~1a-C!&w#OEH)s+Ujm@9nwy
zZqMg)kL=g)`}OL`{C^<5?-ur=wnZPGbYV%n!&w4b3lPgK4sCkC%KXng+*O>;_4WJL
zMs7a#?aj@}8J^%_Yk2<zPiyn@8qTVhhS|nxXB;k^u4>-BBb(jp)kSt)QQNfKcd656
zl`d4VnS4^DxUJpv{7U^dcavAj+HZv}Qvfd^C@;J|>Fz(5-ES+`9bKmULTE!wv);i9
zqn2Rko&#vg0L|)y>q48yP5TlLv+e%>?{~L}#nHc4mN{J5%DnW;4Ab1K873@qckj@)
z^8S0n>fIx~ecXkpYcB&oB}k%dBLU5$LwakKZY+CCtbPak+lDSV;QJ`coVjV8tcH5}
z1$EzzA=T|FHdCR?vDO=0NMD)kKGX5JVfLgtrwj98eYTBHKm(BR72pH_9*Il7w#BCM
zj8uQ*<eClY3MwlWO!rH^zq>qNkhMQ@^?gB(s#>?RI)Sqs^<zqVZ{9gQD{||zO<9aa
z>m2nrJ+pi<%UkWr-;+GMelSdyEO}Yse&OifoxdBl=F}hlb-#Y4Z2T{~lj&(I1kx^S
zO#x+Ro{7hJzyZXg_F`%J0(brDx3{)lyLwgBpXuD*p!+KCKC0h-^V4^&+3!Ph=9)Vj
zJFniCR`owx^Y&l2Ytv$^Gfw9{R4Y6uX2cR(-GH_><VNhg35+q#>z1AdjV;c3wC?Fi
z&=Le_R)IGh53<<K(+}Stp5>^2cERiKA@e&HWUreE>f`1KEw8M1LY`s)HNrs^6Rh3V
zxxo7MBC#)*c&gmp@7;=;Yh9jH`qlI@Gjm$)-^{cNuGf8(L2KpKRjvok)CiX79uETT
z<cEzYpc+%M&aqr<Nm40zAkHv5Y97eRAR9sbbPx@)88qbDVZs9L`9d0{G0pElOBBx=
zHG_&w5m9D=5?=ST3tMGoI`SVDcD!B$Dz{;IM%c0Z8ml8{S0tzsY+JC~U9f4LqlFfz
z6%hg|BcX*Gynq)hNsk4!(BL!p7d;q^Uw}GHXbnH?Hozv3&n#$Xs8mAQe*(`Kh|UIN
z%nZJ)5HghwS^NxZ!XUcq9FX2Ue2pb|iWRaJ9JkwH3m&mG!9h{kv_Sa<V(|saEIDLd
zHLR)U!*VxL9Mt&+ukKcUfj*ZFUS>{S=K(c_VBrT^848|&hpdf<Ctj?*9#A(1GEEL%
z!43~<8Pus*kJ_uNLbsK?yws+(A@8o$?LC#7*T(L?wrkg}SL>P=D8DG3z2qK~^|t7&
z*W6*y&5c#w^RMo|k3M3yFGa9~CH9hM+T`suhi{eHBs)KkOWc`Rth(|Qdizo3w}e*8
zS=8+U##!_9d6&Jp*|?>)<kE(<Z=|My=A=(bn?>IKzWw%vL)<#$7fVj2U9s6rL>s(N
z^ToszaPMZry?b%Hf4|$^{eN%8$47>%1=fB)q1=DtYIuC_f_}%W@2@3qf6IcFA&%hj
zB7LPZPmA)V1Rg-$DS0C~Zj+<?3D|V<uI9v_t2lOXJn57`s^XB_RWjvGa-2W+e!mwz
z<x}P7XQC^ob62l5%DJ)OVA<PSsi5i5h?sejUvBYsFGyeNl*zGcih9$!w`dE>esf#0
z#8xjrJA(oq@sIs3R998K+4uXM_P_NiFDBOH-`a9AY+X#|+qZ9*hb;Q@K6-ne>xI`}
zw3^n5Dj>Pj@@On%V;qR_IU{kttlpa~pD%Ui#63G!G3!9*UZ)GmvGX3CQ+)Ap{lqN(
z<4YH~Z@#}ee7#*I@6U)Px!8PAV{!hJ?=S9OO}nuF^W67y4*hAC|Fb~WwkjmFJL%m0
zdgJW#{}hs^$4}dCDgIRTCS;G)nw@s}*WYdV`(%0M?stC=e_LPgTpYFONoyGA$@-u9
zI{*FeZ@O~z{njggS|^=dQ7KlnE%M<~`N&_)`x9T@|5<y|u8r$wbFKY`_Nwi-+12AS
zx^J6a4_H<CZ^irE-^U;4-;j;ve!D*H*l(#*)BoFL@1A$|#?I-_b6?G===**zHnaM-
zdgksQyApSQia%bxXZzkCq2LL|w7Art?<N|r*kk|dpO5^Tjc@j?H8c6|CS7s<_@3S3
zC4YbO&8Yp_aZ}&ls5*RgT5#69|3(SleCFRgZhiLM)jg`2aT!ymY&$*=GRY_^9#!{k
z=cKnQDwmb-&Al1^?FML)k$L}C7to@JIN2Zbzoor%ojq+{`rMh3AV12T+@IOrR(|8B
z?)#0bYxiq`<|1?Lb2d+Vt2=GCLi$h1kAG~u_Rrn+Mmkb@SI!Bxd*bhncR5|j{G@%l
zd*gAvdKH&FCdH?wXkOaWDQ2d}x_74J7ms`I_y7MF{3@<e_SgJBC+E-EbSB;Iv!t|)
z%#?3uuFL!1Jofy|x;=Xmiqo?f1+NS-ToG{L&Xe@#dYjkY4k|mWKeP6Ux#`SV;Z<3u
zE=>Q|&1<{&pwauP`AhY8#(-u;|D2E8_)z};g{Zo>=4(@bE(c}hC-?V%oMT(@K)tN^
zx$C!kd}kS#VNAWhXFfB1-@Hxpdee;8>qJa{HZN`2v&xL+H~+2GoL%00b5Z}1>OJY^
z^*1ls|6TX=e0)ml%g?HZ9nKn;J}~v(|8vq){lB57b^pnN(m>?a`WyT1Sm&7g`Q6@q
z+uhE6kA2oW)R}kXc(>zU)zN0&-z=Mzp7p%Wd;gx>pZ3>GeOmY13S`{PvOm__(i1lO
zo{vj<o^pPAj@#MKbMHu(DSV$5du87Zv9g)~P~>eopRW6N@|LIir=lOmoUPtFEB)2l
zDNDaE(XDsASLFTZZ);(P)z&{1PrUCgEVq?Xiko%wme#MZ@Ll02Ii<^+>ULdUFx@LG
zn{98H=g#ixJ^K&(pbiK2_<W5m7B21jeS7xXhsx`3RY&iBd+FLrp?R+)yWcvu=YBrm
zm?xyZ>!sZC9ohbsPesag{XxSzPhgBQa%ZAW&(?)bOvV)POj;t~SLh$KwdS|gI~LnR
zhSy^6c$b&PZ_A0i>b_p_#aHRB><e4vEjoq12!k4Qs_FHd?;fq28S8Li>tk7H8yngT
z5O)0U^6|l|3xC?r{c{YPYy0BeHJdK;Z~7(|`1-sZ<zHLA;Mlc)vOvjOcE3d|e~<9|
z+ETLG*R!|a!@m{&jn+{To1A|tg4Pv&-<DQb`&H7IW7oI8DE%f`$LXL(W=ag#ubEHI
zfsY7zXD+un%;iM!1yl3F5N=iD7mt|F+?#uC)Bn`h^NaV&#+S_g{Z=`Jp+EBSrKg})
zl1-ZL>B+mnTWcPRd<RWoAgc0BE@v0aw>bKDndkG{rfX+io_@s%)Y^3dwWdI=D){UN
zXl4-HfcibdS`oBSApqLJw_W|0!5y&;56$uA^2O>Z436buprO9G;QerBwGaQ_zqi}r
zXW-Pz-TC(?`8g?=zq{^WqR^=!DImfkbFSc{P_uCd)4d6-?2WB@UwV`|H1z&XSgP}p
z>F_~+7MVmh1>^Z#bv1Wf6%Hw|uo*cV^7Zg>a$0cN^H<TibsKKqom&52e{cQn-K+ll
zuYWqJ<a%B9_09KVx6Z${dsS7=>)6Oga<`|e>F&FDOn>)vv)tYNUwy9DZ1>xHh}rQv
z-wk-Yg3jj@{BonvDe{!^i;23e3zT0>)C9E&IjTz3Z^?khT5Gg<&M(NW`~;dkg)!2*
zGHjaXHDwtlE4`Tb7Svus=mKqbVQ+PWZ*Kzci}4ZUb@X@KI>S)#%ZW0_3xZ!xh=5li
z+U^pD?0Dgtkbl$#v8USD)r7^C^=i^FmkY|bK`m9~U~p6K%L_lqazRZ8r5Bznlps6#
z(z`M^s<>7i?de?Lz6~^w<Gu_u0j&Ju;#|;P9hVEi4K5cZ2e?AE@|_pCDDXujq+3$h
zu|EgYeCziCZJu+#u-F>XGF;Bkxj=nk7j!S5<|4%xnk&SN)tcmPf`*pmW<pl6x|c)N
z<@qxTIr=+^LO1gTyEtD64$w{WVX@r=YBAdyLH2I-zXR>NQf!*Xq|!96MGLx{Z&^p%
zg5?XM&dlJbO4+UOf}<*h3*7vbyW0tAcCvb~*m8!lK$@LI1R_V3&?*i{<8Y>uR1=;k
z68s{fAoxWEv<D5eb8<AmM+1B`g^v~~nC0?lkuu22aPy4|>}x+)RR83Eyr$M^{?^|9
zb4zp_yuH1@{r~&-@1%yk(r2o!ZNGJnJ%7th?ykG{)lpgjcb$v=ynXa1C;s!E(lr&A
zc9q*-+4W3Le`WG21@ZN{+vE4$%xW+BcJmIOuieT@yL}svzPo)POWo(q*3ZknEOS!q
zw9b5}B>n$@&~1}y_18C3cd0C!mHxYX^_t|9^Vj}fus!nnA7<53A5j*^>ytnuPN?<a
zmn8lh(f^-vZQfm<{P*{}{B6f?D@Rus7k+IxF->>lG<CU+{|@(U{pUYN59FTs$gdk>
z|Nb&AdvZiJ_kZDKmED1#Yf=tt?XLa1y6n`G$g-0?m6NQNacz1s&9D09zrK)%OA7_R
z$Z`6!?6rM-<MQH%p!OYTv@HLN{`ReZ&)+UvTb!GA`{ATwk5vjBRa%>N?cmtemwHiI
z@x?@Nqiv$*5uRNYZJT_W-lbpIesAk>wcO=17v^MVpAOozJ=}Qqk7r$C)qjtcrCo3Z
zwH;ZJ79O7ecJ=MGk6!Ji@2}>@e%`gHJwBDYVZrpZN894#S!#d0*))m6stMF|s1oMh
zHQ#Z*-R|St?u9B}c_qr39iOxLs=xA!Rg&>6vDTn@e8hq2_NLNB`?fs~z36=Y3ga^0
z%WF3I#GYSt%>9CLG@GOQ1xTx?(lZ9sSZheX;Hq$+>o91wfDLHT9f+Y*c>R-)V6P;e
z29JdX59-P^BAQb*+G<U(z1C6lMw>|BEiANcll}}l)5$Hr=^XpN+rQL%Hvju5JIQwI
zmMtlTzkdHV{b-i6Y1&t5cn&lSW_7%<H3c*rMYy&5Gwh5fxA@H;?9){4H0zl(-BWJ-
z>Gr=U`u6`lx!0|(r)`tf>zt{@(KN4Xjh<f9y5z_&9voFEpe-_(?bQ?8lYU8lnHQTL
zaerI1_qQw8u1!1o^6lHHN3#E(j>@ht6g7Tf%dtyo;jN?BzoTXukx-pb9+tf!XGKFJ
zS!}uHgZ9vX+VOh(8tgYEPQAPDU#NBJC!O6X$M(E<<|&zQQg`mROMhiKc5!@Ka@73R
zkJRtCmgRomIB#XO$D&j0GqUGx?-TWp`u?sx>iV6>pd#tXqpfehoi>ktJK>z&?Ar??
zoz_14`Qw<_?tJIfa}73LKR0{P#48~-e|df_yJ;PHUhlH%?!eC_MfWy7InQC$6nEy2
z%Z1HlmAU6vtGu0TbYe^9<)AkC&l?55oKSN^>CfcyH7w|M*e42GB2x)k1E=~9luHbU
zZl8%$d;Ruv*WX`a^A%ZJ{rYh3-yY$m7b`tuWc*lc`{eTr?Zq7NccX;E{~bEEzizo%
z#-a?4Dy0pAiGp7^D%NQj6YBMRY1)_hNanSqeXvl>zsRG!=Of*(3%4!sp5-pZ;@E!#
zG|7$H`9$m42s=Kveqkuty5RVQWVX9v8;;l-HS>U`4Zi${o8tPw`i0Vj{MLuY*-`WM
z97U|t25szCTP*NJq6%DY+edy(^<ML|(|yhV4asZ&3oqAJQtSRWHI)DM)%Ett?tXVJ
zev@Br`E%9u99y)snxZ4pIQ`D0O#Qp}8y9FND7{eXs^@K9kUbGpF+nGxIu~Rg>$nxB
z>2JbfyJ>C2qjN&vLG7@aj-Wp2#b*p>7IZrpHLqj+8D;|Q3PR=;S!^Lr1f5DHH`D&i
zg4y6@5sRc1UubomS@7C(Unw(Mb)91V>NCFj8r|QZJw`(1uIfo_vF?J7{s)bAH?}PB
zz6jcM2ielZQRU;N_`>iD=l}(ydI8W{#PAX&7Kmyg$Lqna7q<F<#~WlF`%h}H*tW?v
z^(}CJ2HG&F{G!XRWx;C=r5BnJN-wHFi+DA`t1y(I5#|iaS${yw?pR_kb_$fpy0X}^
zdb7m(i^3Noz`_6$P2fdV+E#*1>lSw`Sf0?i;5BHi{4#Jj_boV{BGM%1%nzzKKZ902
z3YNI4J6$Lh5&R;eBUoY^$`X4Tv^f-Xh{B8>rwhq16hVpep8|OD?u84-u0Exvc}=QK
z>y~#dfbMCqYLc5A$Wg^(%OdO8e?}g>l1FqdhvW4?mkYrgTrPYCb+93m;O-Zajkp~9
z7q){2S$=}1RycMo5>|X+)x}Z8HH~A}Jgug6sgOBA(gJmbq2`Obckh;cJSu*B?e=@K
zHd_Aw^Evn5pP$Y}yZ(GS{dQLNI>{f^Yu_GrSRKB;@8N#eo6&WbGr#M<+HiAoRnGOf
z)v6nB-@d)s!q(PyQicA$J8Ay*m-E==HwZe03&d_a5;d>l$S;2DYrpIZcPS-pl0a*g
z&6>R4%3l8FhEsX*|5wd5s+<;UlpJRy)^)%;@1+S#tfLUNu(;kMxOHvNyo}_a3v&y0
z&)<B`>h!fWk;%{J6#IR<|M^+2Wkk7A{ngO$n<v%h=L9eF*|^kudfM%{l8cp{%Clf=
z0bE75pEuWS+PCn+&3nJ}!)M(6EB*R@dHrVFdwMHZM``dnPQT~ibYZLclWY5Kq^+Kx
zw|y@Ey^PJ`BD?qdN7XFujW1iDd#g<T^~_!FiodIW&w9Q#`RL?pdw(yyX8OItQ#P1&
zXGQMrzn{*ASufdq{#n@<@3O^q^{6f4jJzywzAa7@pw;IMq?#kAzHn-(&d<%I@?Xqe
z&#GUrq;F-D!i%U)@T7QUhH#1c6Y-b=N42NM>F3VeXgL(eJ#Bui{euSPRp)m7w&1AR
z$o__-YHd&coA+lHm>*kx?b?|I*Oji^xUX(kx46`<e*IU!S&6lCgQc`>j$B*2cJ0mh
zU%!5teB5<C;`VH9!IFzzdMvTk&U}v7Kh-R*-?{c}{k?73bF+<a^G%=Q90YA2fU?iA
zISY16e&E*MWAJ;v_?K30@mq^ryWi~jd~Wl(bLUp=X`5Aee@EeCv8Ts+rPJ5%{T9XZ
zU-#6#Kd(P7jePX)9<#Y<U1#-a{kou8k|oxEnp@)^{d+pKUgxaP_w)IGw;j?itpD{4
zq;%iuYID&#w%SLJ%~OnDr2e?M;rMTE`{sXVO>>vdbo_s0$-YD97x?day71DO1^E^~
z-nPznjK5VpUH5(UnQfUj?{3Sw8F%UJRc)a?3-a%OJ9mit*O7MhTR+l|-CibZ7J0tp
ztn$RHd2d(WUi)||-))2J=F+pTCvB-*r6ByTXm4-*U%%TXg?(Rp?%O0v{8oOx^P%PI
z7gdMMa*A8l&M!>L`N}qRzE$Zeleo>S(vzF&Zl+F8^}cd<Qt9{09SitPZ`XY|$euq@
zy8g#u`8E6FH@`X0{{QIyuQ%s@|9W%Z?=3gZ+%<W5<I<%`tU*^xZ+=eep8smQGGFdi
z|GJ#dZ-N5rcdh?7FZajYv)A_BuU?aT&2CcGs>*M6zvHice$j09Z^h#^pNr$CTrmut
zU>v{adflJt>ThPOE#JzlmZyHRch+;~{B;|mukX!>zfsl~yYICksKfK=h5oNMH?4o?
zwAV)Gta|n<H*4PN=`(fX@8nm@Ud(#`D`n&F-L^lBvm=XkfAzn2E@#oRcYmL4UOw}U
z&;75nwyufJ`<rin>5c7t&#6(9cKrWx%58VrS2gRTqS<>_2Veg7>d&9^Uu(;*OYi+Q
zGgJ24TG`{Ceb%89rq%Df{pQ{Awe{!n(spOJ1f9J+ZS96>>hsL4Yu0_8Ul5@sGHHkZ
zy5DQ}Zm64h_Qj0U+a+&QI#)j1S$6sKwxY|Mx7|L%{6;ofRvFZ@)BV16hHc`t{n`6x
zKKrD%U+yN?=4s;5XTF)fws$ED^K1Un`v3YH{q3`I|K`1(Z{od)zqD@Ko}c&A*4t-o
zyL&NhcU@eNyZn*sp;B8qn|eJR<=^q_n*90c>FL)^FTX2pQGKUV*l!pAfv2i1;H!}H
zJjd&L7oSL$=$<#SYnH3+lWt_NY1W(d@rh)~%dZ`(?;d@A9&P;MZgr`69ot;hce7?c
zQ7-tY@kH;~oCW;fCBHm8u`@dmRJy;r$+4>hw8Rg(Tu`p|*cu52NB0Y&Gnd9W^(^Q<
zKc8b)$(}3!t_gjAx0Zjpe&KvGUdMh*^<GQIa)VWSkKVOU-j{H&sd4%N(@#P>ZE`?{
zzHEq$WQnah2wKCb#1eaYb5GN`=sSzge~M(d_h{Y27mGiLmFxP)ffjc1fa{v%pbM*O
z*=_Y-{JY;Rt}l1w<BP@p>#|o`H}x$zUgE%V*T*)waY1&g5OfBo60{IFzYwy(?ecz=
zKGk=NM2*iZaOZy*%qlUtX&zVD(jB0>b8bGU6#?m%e&$X8%FE9ZYjfa<^@~gY`WAG5
zo}7MR>Ca9OL-pOIKPjEnUpVX{8CYzEbV0TGG6C;9x3`KHz?P0+(noD(I`+#QTF%w5
zz<rV{s9Fb40L(teQ&nPqYTn1#n&fY?Uwm)BOSTREKH*5ndJl&STbX^3rmO`^4E<SR
zjr=?WSseS9bb%^SjG2lvN3(Cgou0o<O26}R!Bf>jsXn_?m+tM(alQZeTH52aXODR{
zt=?~ZH+%M)>$`GyU)yQ6`E3EHq<^Sd7`17SO5gM&N5M^m{_|^YHYKCaQZye@fb4c$
zUf;djENfN<$F3Jk(`=gOsb={1cc>e`$h6v{pw%SDIZ?8N1#{5oNwgv8OfUOpyOU)b
zI@boP9=v_))+UR+duL5AEBm^BoB8kQ#?9-5yjWx%r+@kKh~4pm@@>$h2c(lPh&J`{
zNw!2cY}$_O%1uY+s=kA^Z#%8M?<jv(*FKkiZAp1cW%urHsz#tz?d0i4GAln#vVf)}
z??+o~Dm~}SQ1`wgy7-5Rp}-f9HK5oBjZavCmS4J;E2V)C0P$y>B>6=pWTxZwB<QI#
zY0y^8anQp2i9ZkX?3($@IPA=V?DrdtL4yvUX(G_T17s=<y!CH}y77yyz?w-C991e|
zpn1T4AMkWwI-Bh-VZ&xUrxQF?TocYLP+xe8XP1~ZM7MD>v|$C-a7G?P)xZ45#}a$7
z{|Dc$jz{r_Kg=}M4Z8OT>CQNC4#8-Rbx1-Rj^e`5QK_NR9=*c73zX9CR+mO!-?Pr-
zplcwwg+3M0GoiT2I|bA^1r-6LH)N-~T~MA~>C*LGzHH6c`bS>`Z(c7b|Af&k+O~ar
z`qh^&UrOd}Wt&=!K7u!6Ws}a%rI!UtWbb-*=WqFV`rTGoIlvP3Je{b98Cp;Nk~XN8
zsbPm4aRccros|f@t@X6CZGro?tFNxER#xWGt2>=<_4c2utXXwf|Jz-g(>5%W6WIHs
zXtwQNpWU)G2i#a<Z-9;vU+1A-S|9&AY4+N>U3bguDi)uO+u#^@G{sP$L^lehgwpi~
zmFbXPj`53D@h>Nyt&Q08^-F)s{`b2d-4AZjFY!scu=VU=P%Z)Ybh0Z^`hln&AI<1O
zme|`#;3gwdDu?W)1$BHO*&fnM8dW?R8i-3Y2Sq}%OnmzF+RtCH+cN*myJnwP?fGHb
zwrx6o`T6Tr;!Yn6Uz2>;==Hr{1=048T|9l{Q*N2C*s^KBd+5t^jtZ9Kc4J%DzH8d@
z`Ht7!e1&-({STX}X%VgGefHdxziS_>9*mBP+GO$f@84M!wRf-Gx_*>rSIaUpjwZR2
z#a~}tohZmAzW=BB<G1|X$8N5({(hs(*hDs9uS(j{_^3BW?YG}P$e!bJVd>iVKM5SW
zw)LVdfdyACv8N}eUx<7Jsl)cN7{7?SpuE~t>8RkBdU?TfuD3Xw*5&e|mmRR-C&4d}
z;RjWLFTdqv();aq{!|rMHGir8mh^>b@2)N8nt62Q@4h(eC$`c{4NnWK0TnP;-|S{`
z4Brx7{rlOUH!m+fd9ExScJuA)_^rWe=Qnw$oe2&xjO1a7?FMZ_g%pV3yILSCS&%F|
z@hU{;-_&lk^!@vvG?i)|GLQ9P`73E%^r&y!e~Ysx#U0;oc)7Vc=XI=Uero9F7}Qd6
z;f24lj@QljF^V=x<*ewXHWvlHoY)p*-z*m?%VNuVAjXG9)-imkr11-_NwXh=j>khU
z>EQKw+6Cp8Q#XTlEvz;YcMPBCa$&2AxjW(vUGO3k<Z+vcUrt4WPVEn!*}Y)3hti9v
zNgP#NpzHxV;1zUcB6Q^Hi$~Q{9nkKBRcBl;gsKRZ=z6l)vih^cdV@}?fCLt(pA4>Z
zt5o(DiGem4gg#Sxp*4wP*EE%;c}?obGbnIZv)E3Gv+M@#t<@?Pgq#s7<mi7;7=CUq
za(&Sx=ed5)QP2|FsXL)Z|8*`{{-ARK{I~~oP#YiIKIM1pUlM-q5$NE~Q!y;Du0oF2
zC%Ie*{@{YV>IO01<bFvzy$}@Esd`Q8lsXq=dn&!qtWbh9X4S!wg(xo&0ezi&msZ><
z3v2m37t{1_Oehk+xDjnGQQ2x9_l0}+<{f?c^5w-N(Wq03pgDv4$PF$~^2X(;otAuH
zci^lKVa^h_EPnsv)RQ$;@;g#uC$65kBoDgY1vc3SPD6;XK3G7-JvrlgA@b3>Q~oTm
zuAkP5%0Xs4;6pYCpY|v0*>TEh+Mk=d_^W1@p0y7MIv(OEP@)?N&Zd|S*DrboI%q}9
z9vZbp#U}711Iti~FJK9=d(KX9bb+i#jV_F&^+hRNuc>dr>QBPZlrH#11T-ZWifCNG
z6U*KcGeKLlR{e27Pq~C0j7W>rbM76P^hbx<*L-gLzwO@3=*aumgjEklM@MhAsI9G?
zRgt}WP3~9enzXgc-4A{4{r7a+w*Qs4*Ojh2n`0d#WE=|FN{Qd$Cl5BQ>z$=0bsyaE
zzIyN8yw;b3cRysr-_4U<UlQ>>?(Q|y_1=)y8H=sjPLxcG60&z>mOoxOeeK_+p_dj2
z|2zLUa?jU#>u{;<>C<0s%X~j~so~XwKlpY{(*X5HkebJ^JY6->SlrS5Lg-J>>7L8F
zjo+@mo_;XA{`Zj*Yt4)lme|_{_)?-^NoXCY{CN3D;YI&VGu_>{!*p+ZE3BTL@|nlV
z`;NKqoMhX_>0(Cqx6N(RWn=v#zF%v<{Y&!J?3&BV6kizj_ANMm!5LmCidz<g3y%35
zySh?#S%4FoUfP9F74zeXY>07pSP6rYXf7WGjjxB6DS}Hg<pVrbF?NbC3jcsM6iyVp
zB>w-D>*URIV~P&$`eL2kWD8oQHt{mJXodP5G?KmQjT1QivDn&87x?1Q#!;nmKnPS!
zeo<Nu8X<tBWgl_SsC($mR&bHbQB|X-_+lcD;1`buRdD(1>K6?vrJkxcty7w*#|O#-
zo46grC*F}sKXmH#+RtBiuUTI@>Ff5s=`8t~nI|88`Tjlo(bv-G?09kg&dC?9usL2(
zu2gz4k-<9x<iPGZ+rS|K%5p}rG9aT<#hcbCSw>vg8hF{|vF^Lf9miZ;FC@SCIB5s0
z4sbme15$|MhU`a&h1Y(*>GxXxdj8+HizK7I_Pk#vmVNU|5~N?IcXgq9=jCgg4@FhS
zO+I$-)%odZAMf3G8IyTu-?x?5Ztt6GqNd;3eYkVM@sE#H3n%_L1$7>1yECLff;n%x
zcuDA<DTSvLUTF5!zbamymKcBg^D2>tOAQ6TSj^$5lCfv8ofIz#s#B^aeilPYe~?(n
zs$P6H>iYIohf)jG?(h7m?ex0uLY?c1e5d(e^R8;I&6aFZe36==>MJYw#iP%rS&nl<
z3#iK3dm<B3itMTIo&9&y>a+K5UQ9Q(HVFicP&n+}JL}-r;@M~9?q7kf1j$Is>MKcE
zr0{~{*NK!{AHEsAJ(d}H@al2#|C5g#wmt+}NZPOS{^A|!COJ=e$9|TGLytIq886L%
zHAb{uW2a8dNpqb4<45ncpMUmVyKi{$*KO`!*Y3>Yy|!uPY3Qny^*L3QI{Gg@9pGeA
zdZDhiAnMJ8(^c=cJ+0-ani$RLczqkF&WL=H!BLg+S^*{6f9-Y6o7cE&s^f+AwVTi8
z#qa;Q*>2VRcJsVAC+qx}`C2Jr&rfjvE&HUBc427%w;Ye7eg*SP$)<I=p!)?kp8z#f
zt~p*%W}LR6!kD|N>)EV*U)prutePqBFSzezlG)}3+xPwy&wd-HocsA?{SQa6{JRI!
zy&r!o_1k#Q^R`#=G{qZp?E6oz+F7x@H+4nc!`CN-%F`}%&soB;Yg?&6iSBtNcjpVr
z(d^Km*|qH=NH9&TMEB&`i_8A5-@NI6{NIJAgIn@<&EVLz?WEwB<69hrU7<y#P2iVD
zZLSx#=7J7E5VMqOlDlaI%WzwJA=7g3J<OnP;;o)bZq66Bg6a^gHbXY9g4P0WwV53W
zZdz3rTz)py=>5wZdy3lTTQG4{$?UJm1dUIgxF}F!{QBLyZQc6&ZshI#dTq^G(9r?2
z?d$7e-?lBd-kRx?+p-{gHl$$*wiDTSXyX_Z#3jbN|9m=I?sMMiwNCWrwBEVJ=PYm5
zpPwE6TiBPQYT{*U-@5`Oy5Zp37veUkW+bD}E4gP^IhH%s9b^?x39>7Gc4p05r^NMF
zD>$ljos!?b=h(H)7gHCqgSutbzGSU^d1-0c!&dRM|DT)o6+Co`-jXqKZuz~+Yd3F3
zZvE>Pd|~&s?Kf7RzMb{#y6APE6Wc8RUVfdOxBKw7y=H|@^=IE6d&H)z{V(U+gIH7k
zwNJ0_KeO%S{|B6=+qZs~$@_czZAkTQ!yQMnYo*_w?9I-WyXhXcQ~CC@`{jQe&gR}X
z%#)sdYu8U>-?QH~uUvifUd`6B`uZnbXaCmzznuO3yQlS+sN+Y}-oBT<zvWwL{koZM
zy)|iT(?9uLv(F1UJ0rQU*|b*o+kM-u`)B^UIrZ($hyTw@+L{{fS-bcCvMpwrb!E95
zzJ+Jcw^xt<y5G3(wcp?US)bnAOq6~--(ughvgE>Mx!2pi{#~6VcWbh(dFt&wi~sJJ
zb=xmvX5QPd+MWnw4^Q)qn>Ui)W}AP1nq@!v{hU3P_Wcpz*}<=GE<66~xM_NQ{_Ds@
z+1GL_PG%g+{y#BybKR@<?7ZEXpB%5<-WPlJZBVX3?yW5$3ui0oHSH@|8C!NUwd|s+
z_{}Mr!JFLHtGvi-v;F`0RPG&%s{2K?k5-EPzIgSP&EG?sX}{myouhtYpS%2)ci#K8
zSZ`In+rIW|?E8twbi6m*zP2|-KC*1~mR<k%9S<zK@+5YN;c20qqr$r14)kx?YWspa
z?e^Q-bN=rAI`#P4zwh3AHhz=&ruzDJ;X0GF$fmnr)ArXsd+K}X)xVtQeAYEVxi6=`
z+oEtVYJSbdTlJr$Gjpr{y-!~IUUs)v@-)>OtL8m_bFtLiWA*QKC*`-ld|M3?jd<<7
z_S(PQx0>#q`1s{dZ2#A{m#%wEG~Ar~dYAj!+?W3+$oaoN^Z)oSwf){wn<pkbK4$tn
z#Y?$oRc`l!>z2)R@ArPsJNWT}Gym4o*ID;PLrlZ$&VAP3daM3U)NhuXmo`;4T)rP)
zt?=*R;_965YPOEIK22Zyo_}_F@#?=@w&u<|`sVH1wOdzimHWfE`EB{Sop&SdJm|lx
z{q}YJ&-1g|uX)tfCEqT;eZS<~3dv%fyba%ehE@Nv-}1NiTYGiR?7Opz9j<)46(qgC
z;&V>q)$SDL=jVBg`!?TOIa_{e*0%Zfxj7r(?+g3ALi*+V_<32|;y0gLvG;?x^#A>G
z>o~Uv&Xcw?IbT(Ndt2I>jXMtR+83UC^H_D3T$HlScZu(Hv+wM32B*qxp}A)NCf-_Y
zDD`k>;(y+2)_cG0$kO?gb9c*~Ti5Qzf4(3kS^q8XbKL9KH}<8S36b`hx2N(ei~V8c
z3tyV<@tj}aKVw7X$=AQWZk@h|PrrB8Y7v{QZ+ZPIvN$sqPn`eZiqHi&W&4LKRTuQS
z)tTx0Pup>PYwcz3U5CxD-G6kB(`en~C*FsJ=S4By%6Ot~vz2Ab#S<ucwS()FUKHl`
zFEBq?e&O_$g^w>)rg$9=J}o&9)#yXP-VV~ee{$mHaa6_JRt7bTOzuC5%fD*rc+Gp&
zzPAq|<(F4&Z%W_0<kfAyd0z`xm1|evmpFAq*m3=O-}YNvj{T3@7r1}YPX1^#SK;&l
z@p-qxn((^y_($gp%0H)WteELHA@u>bf3EgHY+jtIX)pL?$2Rv1kAEn>05vxD_^6*S
z`p~+3+tde~{<@60CZABWotiQq<~e~c9(AcYam$2LB!3(VzU}p)W%;xQGpU~_+EP#X
zv)HbCEBM8tj-yItzmb^!WzJ1JH4j(js#ZY53t8J1qo?Xka@W5h8ZXmdvP81&`*3BO
zkPS2jk+nt5{3PtypIr@FSJWhTa(&Oy(<Mzh%<&aj(VVEUbNbrKjj*)<bzmdb`uyx%
zaD1z6liYEB$Nneb#~!6xIZkWTx7oUu1ttEWX(w#iAD0V{Z^?~D1%**D8vG>Y1TSX>
zCV>V976k@I4hINRg+-u*^H>u5&*%03(qF%Szx}eG_1YVvx}I+ztjyKGmbD-m`K&On
zV}8@NXDlmoQ*f)gmGNZxwDgIK6<@gK$p+qiaRIdKtr1&!1I-(5by=05#%0`-Yl2sM
z`E<btogEUM=gE=LT=Wk)hm-A$S8Q<4L&L$>nZYrC*0N^~iimIlOD#CTBJf3NJ6~xt
zN|-4yG%izYSYYlOT)Y4+I28g?m_Yr6_Faw)Oaca*PwVfud0cQUGX0?PBnQbzyFVWe
zNAks#-Apx0JvGIHNu(WWFvzBoz}IUcHy=A^`Fu_egKhr3Jvv$C<=bOxJ|5ln_uK8;
zE0@ok_4m8C{$7)e2~SV&eCuBQ;VE0=^0{TR=GOoFX;%O552Mk)?~1Dy_uJh%XZ_yh
z^_w?qx*r^B<<7mh$hG-YNK#n1!9}-ywV>v6W5@h|UzW3bPFVl=(b4YBxn(yJ+jAD!
z6hAxj=Kj>a#1#iiRM{3eYsSo|x^ZoD@AKWK^>&*~$!}#&N?Z4L|If4ee5-Cv4Ue-d
z*ta6=xx~sfQ_A(+^>;jI(wV;8Z|<zQyTjJSSZZvK-6<Ydq4=8rpNzn_>ic!vVmd2c
zORSQOpXa+zUhDQ|q0@_=M^0oxY6U-cylz*yF3)<p_4<9kvd(_a-d7)PWxhk<>o@V#
zeLZ1o{*;>U`S#<V&^O`fhu8V<-uLF#(s{XVuWwBGefIgx(-UjI-!+%cZ@pf&{rr^Y
zQ~wwqowIprP1ey*wQn1k`6Nu<eSX^Z>bUy+nxbjhbvaY+_e;C)k}p4d`g`>8XS1@`
z-F)=jx!3XY;|*TP8>5a#e%XKB>iF~X>^}`FmKIjk?TIR3yOM9f$Pzn6url!U{4am@
zUtbrS?JigO<Ur?zSeN|$f6Jn`=iObwy=(sho%nq<6L><c3U}n*egAsz%77Hd@8Zio
zv~@{G{4y(LdXyjWWAcLi4|qx^D^8J~p7c)Xc|>f<MOR-#X0wogyJv?gMwc6F&k_Ci
z(!V~-U8eBJfdltH?)&*{_U3;N+2<|NvtE>_^;L1YaQVH;<+bmM=dX^OKI35AzV}aG
zKVtu8{cgu%-&rP^3v53%{rf!szs>6B%k93d^f?jQ^zPf^TQ}x=*TigJ@0Q1OttBG0
zdC~L8wFjfmY&4JBCg&*ss_koNcx-B3!uxPWo}+swnN$Q8nD0I;eWLf;exBRA?H)$7
znl~T*-1`3V!^(}57VMt==;}62=I*LjGtQrkx)kYu=0<MPxtkk*=Pju*4g31-an|Dn
zpmV>!-AteV=GR-bl9=e)_tp1L|GVGY{-<Ty>dyhm7Z$2H-D$ZLu`@ILt&IG=fbZt6
zpOZf*#VSjkwBIH>i=j#HRNo)YBc=21mfg-xP<ZIy)GlAQ<8JBo*s^y!pQlyt`*O+q
z?B930Uayl@+5NC5sA9QJy}9uo<v04bqI0)S{d;@=-)J#=o61n_*RS5c`t<XB{k?tv
z|Gwv+v~ZzSowE1>BaU5<pR)J(@#O7(yG=Lk?_INp8+VkQT|cMbcFWHP@1OCPwnt5A
zYUK)kxhS6h_8-R`GS%;^?`MC%U;lr>zmOHpYZn`B{dFpU*~i}c?Wx_;>3OVuvo~fu
zIae`b{rWwhPKlX!{W);2bNl2E1#EhA9Lt5?o^#C$JN1?S`{T5gNog0_rEY{;&41Sa
zf0DP}#`r&v#3O5+<o2yuz1n*HF3CF|WTIB;ww>A>wNa+|!=9*>a(N7|(z@^TuRgAB
z|I_pLsqlT9T=#z3?2<V5aPfz`<@fg<ty~#acXi^T()^(Q1=p=3WV(I_Tr#+_@AbMG
zPO~-XsWbOiK079{uRlzv<ooul+fx|aV?%R7F0Afdf9KSM<UUI^Y5ub_jn%E=tv2$c
zKRF!Q_VcQJ-kGO$b8LRicMF%fR(fGk?<&r!y?=LHb7@_@YIoo6;)Sn2``x&^(=w(o
zDwoG9<WJRWb*HH&X9A8Jh5UX}Z$B+Ug*A531CCuQHXai0kaqdqy^LS}oY~I(yXCj9
zIsbS2@Bbfu9{ST0r13j%TkZP2-%h1T{5^2te(M);F8!y8?O(+u>}QmH-T8D{^qa-<
ze>2KH7T&hvEK)!7=WHt|0@YhKaqL>Ze0Sp`y$e&9Sk2)re;eU>;qH6e`IG&uG<Rzn
z2W@U#G^Gy|eL?)U3zq+DdVA~9&Gh+a(;`owGPrO4x!|?nmx7~S%KhFya?jg*_WAv7
z`~JO0y;=$q{@+OM=bf|rlktnb{qM!!**wa(Im%JBwb-LV?$mj)9re4VGwRw5MXvlQ
zDy>&O`2FdgGhwGUM{WGXe7s=UVSB3w;hj&CpXR^Yx#`{U-1+f)g^P-Aw|LKVkBWLN
zSW=&B^=if9wwin=(|2F_ycYWfvFgU0FTMKRce~WV=S`=#{}C!T=UchW*HO?UX002G
z?fL8X|CC%8D`&pk+jwZt+AW*T6_<(fh9BEmwIh3Kw5sJK^RrTHVj?TlUVQzMEWT>m
zg8CQE@|&ddb{w?(JoEgG{r_I?zh(dDu>B4De~<0?guY}YU#QA|a;!k&?I!21zq6iy
z|6^+PrQ@QV+&6iD2FL#N8Ll7H1<ZGFvG+}7xy!lD`k?<j8%yaAyM%YWkBD31Y{-)?
zcQ}3DXZ34;7VMqm(RO<4VdwA0lI#Bc6n5Pz?7sK(w$lnP9xk{MyP$oRERX+;Isv(R
zoaeUxT-<MGm9cV>##1g?wfVEZZsO(F+LLhIcy&mIg6KTQ@0*SDcIMkQz3V$~&v&6?
z%Fcb|$7Rb?D$>r*+S+Q++9b#K$vKk$yraL(N0+kADpS4|%uG^#Yj9=f*`plnJANL_
z`&Sc`9qJwT&3W3@PiuniwQl_M{FuRee(N_I9L?XiRlP}GG1c^;;q&jpd}luOUp6^Z
zZ*lvY@(aDZrRm{^MPsk-2%p^chxf@t8Rv<oLtYE-yEpZgy-4AIo?Y`bR;YY=_?x-w
z%;I^wcuW8B%y<0${C4*Gy=L5zFJoTS&9C3@w6x~C<qNg&Kf7%{*&J_LaQ$-s;g9)s
zG9u4bKHivea+1%byAl@m8v}EBtgd{G|2iYo)^b|a?1w#@55JzbTd#e!SxoKc_mjP9
zd5&Bca=74X<Lp@Oed<uU)?K|%>XR0-RsLKWvahPHbIR}Xe^1r-35N-n=rca_uKtst
zDN?yTc4_27ukvTFc3zg})6m+hqPOR<epc76!y#3I6VoGKuiLcW@L`$R6`ozcqivhl
z?$VA~#M^%Qntaky?)*qLo3AFp|17i3i-q}kwCCy{a!jqW%-&kN>vL1}ysK-s6!LsF
zfB7m>O8VJGd-k7C-zl3m%gOEcx{&=e(za<{{LP2w-yRk$3BRV_UVi+weB!D3*?%p6
zua5t_>hFhk`<|*Z3+C1EZeOYP;$d>^&mDIBcMW%amwl4o(Drw><d;|ZZ}^WM|9(HK
ze+AE0-^ID{SKdm`bUc6m0q6PpcR#c^tNx|7FZ|QuedqA(b*Ve!On>dEyV1XTug-PD
zRa>}DuMIh|UT&2sTPj=a>FGsbk52Pc1)dK$yjr};&L%H<%BlGdhf;(6cCEhqa`iS5
z+dF}ED?^oyU;Om{-158Ryveisda=0$FJ50c!MbA73Ns^ajjUykiCM8T+M?WIvbX8o
z@!ZV)D`0c;)@d2xvucZD4l@RH&5<}cBT>HQ?bhp3LSNi|`JK3>|BxsC++^{R|L;F6
zE&ORy_W#^|lRS$zuVgEh&T?EoHT~TTt+QV$1Vhg)c)nipYTAX^y?=VHnBC4XUesR~
zvdc2$b<C?*(%Zgn$-KO+;&Ani{n~3)itF=L-nUQgchv|!pSAGMD$e`I4~rkVy4hE-
zFFdf_jrH!^%@ZZRRE2YeMSopvaZbeW)yv%v>$IPyuT_2b^L+EO?fm&gEx$jRYqWRW
zKcN!HRd#BIv#j@CbM50o+^W}&jyqj&T|3>rkw^9N)U?@Jy76cBU%g?g|1NFKq34S}
zpVzz=_2}KS>bV7nIByF6uC04+eg9-y!Y3usYnm}l?_KZ5cHA-hy6>oMe7OCAGy4tW
zuE><Ot}IPl6_Q?l=HYDTY~E!8Urx=>;|!k@Qq{dXIxcq0`A=7;hB)Vl=-vN3yQO)j
z*XpoCHmA9>l+BNSdd@n1^21GMybe8O_j$;ZXAvy3ZbC<G_qyBRYq#%MF7zd;{~pg)
zk;~jw|6~L=owffLl-*gqR5IoN)n>0|{dzsA-qfC-vpIjx;hMhwcg^|xBI~a0*WMd(
z`M%FX-FNe)O^hY){o$~mIzzl<{_3CSHIL1?-W9Y>(DD59tQn_&PW5^B<5RL_{o)h7
z-7)gz_WuOuZ{WYai!)ZF?CLSct-m(P^B?2*6`+5S_q=#t=s&m2I-M|)d571!n;ty(
ze2u()dvXCw?T#ni(R_~LTYb0g?s{jrH0ykJ*sF-2)?IZ1&-}gC-Fnx1@bYs1?T`Dc
z^{S(5OdZeb&;6b+T~?@7d)drJZoBWlo6{cdnQCGmZ8}F{(X&&Bt_Xc8co6*B`o+)u
z#<sVi&!*4jonCI6qpjOq?(~A~LEg{or8mF39VyvS>K~~0X1iV8zu9{pn$`dRUZ0=8
z=i{*hm!AH)^xW;2-_piK_WLb%etUm}!#;WX{>Gq}Zj*}|rr6(qdUJ`um#R-^>R+4J
zY%|*LVrH{Gw5ofzezf<6&xLn({>}gQET3(k^ZfXIGvdW&Ddo3!&3wQ6=X$Ome>l%~
z|1?hue|>*n?x*`3`}RtjOzKJcKGi<`$^Pbf^@6!|FAL)?#MWx*`uDAUo-zG=zxJW`
z3&NuhJ`Lx6wtrG^rj1F+zTL_E)AzS;JY;v_#LucFm0`R1c3bTzE?AmBH$3X7nDUD}
zQ{T0QEA|IU&GVP~Iq9T_vFy2jTD^jYlF$6#d#U_F<Rd$oPe*l|7l?1qT_FkS!Y)u^
zRF8g_zNTJy&NFCF%0!xxW$(=>n}Z+uzRE1We>FqrpijY!mKKMH92dTGT~|>KTIkiU
z+H<1sCMU!U2Bwpo3NKCyZf1sciNRezQ193wmx-e)*DZ$;y~8Nr;m6?U-#0@R+KGni
zU|`7-cDRsjoWzZ3SP>IPRnd_*AcLWuJ}5I_HbYa~Y{6(u!zKwkT$rq!#*W^}WN5s_
zBJkx_&kZK@?!3Z;ISftnWDKoQd-)&-UQugUa6Rpa7^Y!QSOmU2>A1-V3lO-91!jya
zd(D)$VH&2Q-mpO3{R|(-U{rT+<y3gFRdORMhG7bpj4Za6NoCMJwuCGb=w7bkbC$=?
zS-sYoZJr-@*2`p9?b(JLsEP&$XBL4kZ3P<*A!a!^C%nA0bf(4m8HR`TcE2&2ZIpV-
z;Xzh?cFOx+uJXmV&4a|ZwL*gy&E+RJD>&=FUJZYHN_)MG$>G|cPp98Dy&jWX{Ort4
zr+d;XJr*Cj`{G;gmDXI?5Wosw2FLYhJ9MEQEMoGzpugvXll8M1$)I!S%kEV^k4#Tr
zzVrTW$*+IE-9G<r=ks}vP5(X|=D(e}e6Cr*^v~z*?>{>~-+o12+`Gf^ZRQMnT6Wj&
zn!mW;t}5X^$F4myIXNK7Dx-s;>7Ia|SsTRZ85|Xk_P^h3KI^%)-mm82q1JDQxb<)3
z?S7kPe!u2(!vbr|{STVBH|3_Eo0A#0Ok5|zK;h-P{L|C*<%4!;b5=ww+r4}D!t`sV
zDjiG^^BWq}8x~CFhD2&(puz*zyJr{Kf4h;qE#sn+_2)CjZ*SlKSEhFIUHQTV))UL@
z{hs{opIjM!?(Dw(pH6At?Ah~szHr6&$>K%&{}X#Q$OSL=bG_iMD1Ji~5-SXj>g>=!
zTI{i4l7#;}o16FkecPTc^e*KV_paz)bsvw4&z`NzfB)FK>4)P>F1mhuv-y15=GPCo
zpMPqK%lx_9dBb5o>y%W%FM&QBWxNna8yKfu@Py{b0~!Jxtar~=SS#*-wQ4onv<>|3
z7v^60oqkjM?1J!Ft^E9R(=WIy3c?(upwO^jG9TQ#6U0l@k8i(MwHj2ZMdms=md{UE
zz4gf7PW5>!ESu%@I?FeI`YF#+D<aew>jcS>0wqNdhJwK^mQPLd*89d?$lj}RZtsJ$
zy3L@SQfzxo&eg6vyZ`9j`de>TEbf!4n09w+vGI4%;6fPd_dmPq6YstdN_r1<#52(P
zhR<6q-Fd*CV^z4YV!>{$>%Y!K{S(f*|MOh=8*m5q&d=PKJO1^*F5fgevp`(Ia0L@M
zgiTBtS@y1+J--=R!ojm!<01iv3*DE5t}vsQ0<&f@G~K&$_WVKg@jiz@4uu!4nVhdM
ziZowe2FLtY&z?VkWdK;7U!cJv@MX~!7suBdD?UDIy4I5g8rcHNHhvPCVVv$)sqKGO
zk)bh#Mc_+H#&Nd<mfD;x%I+{595!+&yf~W0pT!JwFYDTN@e(~H)?9^Etl$6<XmD7`
zVX#drv^X%5qsM}grS{0g>DlcuE~l=>T@izNt}#hCAt&_Bw}oW_61hwqzcRKv9Q=OX
zb;$!>m#@(DC!it9cr0vbmYx=Oqo8`jf_{rnMQ<l`d+fZ`eG3}33IRDxJ!`w}+Fjve
zTI|c<DF0SW<Hx_99U^-gSIB{b+kt^;snUTPt3uAYrYagdViEWv=pMIDwn$JjygD!%
zR;+jVHf#*tc)R_UW5O0rg%^wOGO^yb7oXT<E^rk#R=6O9MIw6Ys+}uzSls3?G}%2m
zaeAw>p3>7S{VZ;nw>NScY||?H9bnDTW5&o*yCr(TgWvhfx=(zsyOZp1clUllcg@S5
zvg+e+rnQ|8RIqL2-F`Ra_4<EthpnaRuN0a+oT6_Uvu+J*UgYL0Vm8&;hp)yPq%OO=
z<@!b5>Don&>F?ic{=aA6_J>;UN?lg({e5H`$Q1Vn|7)(ldFn2G{L}V$v)eyod#5ix
zvO=h0&+hYmRm)aCv^w)PXY1`W-<%yWfm|k+Z>-Wdvyz?VlnaBSesFfLQ*8ULjx|wR
zPx;w=blLrO+wDzJwU4FmZ+P5qe{WvZE6v&V_5U=knAA<@sIob{$kpM(>uf=mzw74+
zeEC(Rb~B8l%4mx#PtSt$nn{}j)Hxgyrhr244uk9cT2;sTUoV%xeJuZfNA1tk@#j?T
z{{8ds`~L0De3nPn?S8kb@xJKa8=t;@ZmPS$xOUsyFSoY-KfK5;dgrMg$uGCoxMg$e
zzsRkAn=AX?ZbzDF)%?Hux4+EikJx-}!F$`fuG*SgYi7-v_bM*ge9yO@-lvjZR#wk=
zYq5Q+TKDy7GxvU~m~Yq|CmdQUUEz5D^WL<{<tt*J?YuvGZFJr-o~qn1);ou|f0ez}
zExWX(Z<cAyz03L6*WXJyv*5bRQ8s}FhfYp~7pi%CCa$Q8yKsGdd_HI>C-?c>@@=2b
z+t&w(&e`$*nfd;c|Kg6xv+V6z8@BfxM^$a^E6^oH#`ev93$9PM{<K!0#PX67yUT@{
zj`~G)LFODiVxR<ZVtUH{O2=~Jr|~}yiN9%+&f9Qvb2@*eNFC>&-}k=T{r+`*|2*Bs
za;Nv{_y2!cZhte-T{iW4e0{Ch;j>5f|9Z7L^3GK4@U+bzm(MMmRr~+<{q5p$6$j7R
z{m!v|+++NviCfPg{M)|Y?~KKxe;Q9}lCx8K(EoX&yWGjX-v^lax3tSuWn9Q&IsZ0U
z{`U<rbGIoxZCy{pJ$CH>{mXBLf#PkOKeP4Y{eRbdo_+sJQS$!3-!{+x`zF2YsA%{N
z(D3jC@ypAvZ|qrk>|p<v1=o`Vx9zshyWjum>7l6_`+DBX8>gL-sMxba?%dZW$33{K
z{s~HkyVv&>{C}Izva6=Re*2xG?zIsc5BXWWT=Ir(!T-IlemJ`=R(z58d-qgN(4C!=
z{q1hn$gjTAw(kFqqIWX4JmNWT{wm&J{d`ww;N81-uU)#7H2=>N_06AsBG!Y3yT3hX
z=D)Qm^)%bu?RS&?eil2~TADvGTdeS+Z{g{+HF9pU$D=E2UM`)Uc3tnj+s`|G6A$-Z
zyS;t$`F6KYD=*eQ-7fFxc>ei6{<;s%IXQyQHmsg+e|$&rmh9b-ap#cJ!u7VFkB4`w
zo?mc0jqj<V!8T5X7s<P87x(Mc3l@s6$X>s9+p7fzdpO#f^VDaG$5ku@^^wo8X}@dw
z_UW`f|D=NQgC&pNv+?BFKc8DZulC>P`SK-<dtWY_opmkIg57RX)4NyCD_YLKvCjN?
z>-xU5`@gPjfAie_|IWQ1k4b}vLz}_dX!GlT-+q&?Y+1o&xvQ)+chl9d=$m^gKeOFk
zQ26zB_4~b>@9%tjr*}%QpXJh5zB1cm>pn;wlk}5*cDiTFg57_gNB&5jV^R1>LGS0k
zfX;UNd4FDsT(`f||4Qwu2Y1!dKjqJ-*?zmBY^_$F_u~M&-Gsm8OGB;S{g@kKm1+O=
zO0eikBZ1^4tarD*y&4{$D;`@Cc<s7ud-eOh=GOXQ!e6p}261;-U*GY0MY{O6$m6Da
zIHmJm=dal@oBiL%WvkciI@M?W&f;!mW((`xr<Y{Q?-&+5zWnswyy|x|{{*g`Vi~jg
zZ~L#^dvsr~IN`yyYjxl0hw}e_9A~~B_I>w<9fyni&zF~PJ~cnPw!Yx$p*`QPyVob{
z-e3P&L*R?mq-I}*3rAQ4zNqE>sp8u^X+iz>-S=fpn&-_IEZD3Wx8^YSZ0QQS?{|us
znHPR|^gNCA?%X$f7PK3`_?JIbZ`M~C@3pyZ!58ixwXvx)PXM*X&J-3tdd(){*JJ;6
zrGF~(!w-IS|NLq#UW@)ayT0zn?)|^5i*sMpecEjPP^V$`$>L_A|Cj9Roey4B|8I0)
zPsH<lyO5;&JWX<3yM^V=f4?|-?C;sFo&RHXAAVwb{rTYiJu9bP|N3VyM^l{c{!hmr
zuwU^rT3VE$y#L7FTZ<hZ>g=5V)b7QCW~0h-`*+XITi^fb_xpvr{j9&c@0B-%Ov<ZY
zS7!M#?86V~me|->W~28{kG(y;SLDjw36s6=a&T2GwR>LwJkROhW&6LAcYc2QzV7?(
zH*8(IKfd_+Tl(m`Ws{;W3a;xYtodVEwPNNKFUvRUbJzLawY!_O@q=2q#Pz@1<99x|
zbz*LKjiveP*I_BP9}X~!hQGYBD!6W&eb3|df~#i!U&OiVb@Xw$>NgY2r~f@0Snv1g
z(LC`lAMV6wZdGiGJ3qBESK-1Q7J)C%a)0mY+jB{%d^^wXOGho|{QSt=7I5Ki>)pRU
z(y#BmvD^AwFGp2`pK0@pSEf--@A~d;<ea{0*TLI~?Xqd*_iMNBeJuO_#17k^PbSao
z+0j__V@>@(zrWu4d#B{?KdrYrW%HMZ+aCH(`s3pix9YR8XWXIk+qv6w)NEs#W{ZFM
z!xL-Fy-U7hx837#$qG5e<xx%V(k<^Q%lnC~vP}vKf6iy7)wH0U`Tn2Yo(~mHX|JZT
z<k>6RHrq`p`FZnmK*M3X*QYd8J$^7S2zq<EIEMWEUi;(bw}Nl$qxdS?-q-*C&3;#+
zB=wK4^7s3GcCqJv-7MSxpTGXc;j-s*%hP`AZ(hJ(I`7l-&G!F3_TThPRo_!r8hoSw
zaPgA>^C+#4E2ka)In{Kb!L#(=hwIy)-r<ei&U7?3`p?-bS=U+TYfpV8W!Ls>8+Uk>
zW>~SP?}g9(_n#cMnl~|dVtnhQ{d!^6_KGih<Cfl#V>;`~;F!PeTi%b1&*FmhAB&i`
z{}DP9)if`Dm!#h664BM=Y_&R^yQ<$^K6@f(@7HTLeYWm@_<)@;Z^6^~#$PwL<{fyN
zH>t(`;Tzu{bN1g>o6{(n^>eFqMrai0!`l}2))T~wSpKeGE4VJNVE@<6v!+gaZ?5!0
zFU(e3SnA!Acarb7?`yW3q~Ce^dFBtjwyY*OzN*(d1+QrIUljPVp|6s2wc3lH?w+rn
zK0N<8Z-1WI)wS0+_n&z9L%#OQ#ha(*p0E41`Q~HOJj<Gj<^y|;51lo+SA5>~Rw$3M
zMRT0@g}Xbi-Ca<y=yj^jo8!(~eSc&)slHr0?eI@KIlEthn$!Nz-Cg)Pb<d^ut764h
zaaP5h_<ZPI#{X0K@g|P^ucz0?XwTPAtPYvw=zbx2bMq&Gj5sEas?XbMW8LH48fVw7
zoG;&VMd-_)=QsZpKl5X{+w*&7`n;L8i{GVX{Pm9d^Zn}F6aQYg+n-`F(+Phod3G0{
z!Ho=)v<rXVl+~G8@9}>B@7uTS`)d=Ho#H)o$A9Tn=AV%_{xmF_wcvSWEA!z$5A;O*
zzu!L``RLv0ovKUr$!6>7=WOwH|1J4tPeo|dqj$GAh28FTbv$pc^{{{At?LR>wUWV$
zEsbwA&69r-F8t+>wTzTt$$y!3kA;tM%I`j5uP!@p`JYSW;c>ra9OU5o72tj6ug{9;
zw0TY!RzEG^ax8y-V?%HIsmTk&oGUcT&2#^hMs00M2Nlvgv%~+t2wOYVdtpj=HK&I6
z9ckOkn`~JW0(u#m{OUqf4Xzli`IEDn|IxJOxBLJ9YrfYcweMr?isy@Ce|}hd@1NwZ
z50WL@dv|ZRR%QLFV0MWKi>=6%s&ubAAD_k-J?^*E|Mm0vztx;oJL<*t|CGla$UeK`
zy7sMyc3QjzZMUcGi<!t`yZ_VTYu=Bvco!YN#Z#r~Se`rmyu5y|pTMEirFqd`jlNG5
z`{L!@aX6VLvPJ(|$?<vrpQP^N=f7J2Y3J1GpZ-(}-ubP6XWysi(^d4>%Q!lI|M|GZ
zrpD*MewB0czfUoKG4)sJjKf!1Z0EmDT(cpjj_vN+9bD@rf4*)yKY1a`-Sdm&i_aK-
zyOG@QxnITTQqw&9{VhD&y7%R?j<$49j%O6rD?I;wYE67fXZ4$_b3X}4+-4E@vhnV|
zi|*kq-5&o~vo5lmx-?7_`SQVX`-kG9yrl=K@BfbbebT>f($!1$?_W%t-!{ML<NTD*
z?Lzmqa7>TbeIswf+j-*U{i-_}XWhTXd*e>}xj+Briu~~B-MOPKvqnNcUS9mP?W_+6
z`RfV<u2#i|P2GQSan;8Q8JtxW%v%31Y1l9LoIA6=G5+7i)(yO$=3Fsf=~mTQ{m=4z
z&Auo9<@Qw=y<ty0cWrj@)^qa8x-a|~V&Y58<?s62<sX{!>)!W$)914Pc_sPXd^&gh
zuS?T6ZTczR6>4?OVEU)|yGk}Mdbd~n;pvlqCRKkAa@xO1Q|I~ovtc&<bFP-Ru-<)Z
zWOMwd&8IteH~u<bxbyRh--Sxs5)Lw1|NU}#^XKKiceOo!5GVHhmO_f?wu9^I|Gw6_
z7GU}2-0ydjo8G;D7xSX-PUXSpE<1MVoSFJ(x%l1amv_a3V*Y~Wrczd)zf*c({{6$R
zo1*^;)a|-(efuSDm-?@(<FEcXlC}2V)c?OTII1e@IDgL;FZmv1bDjN=ov5F}4o~*)
zkJnw#vp#;=R_)RK&A}_>pZD+PNM7xByX&nYL*qo{h6VjHuY=yL<Pe`YQS6JG^egZ5
zEw`=HwwpxtymfDAnD3Zh68^Z~>YUn~O_5cz9v<heT6}z0!YQBKnd=uz>xR8}yLW+k
z)XBYl8C%Qe-?)}xxb3{~ho*ZPGxz`9bo1Q%tSut9uX`@IcmDrX$-D$({TIE{X5YS<
zwf*d@8yOo9<;1sa3{6Z35ae)3;AY~m@(i4MAS2%8koDbHk%#{@{+9gW7R=<BKjp@W
z-2MgEk4riJ*H&lQyKj!?HqoYeJZ}q_!mD+1Ek1rq75HMw)pMkQf#sM4BTH?M>55+k
zZqXO69(Ud|QF%iAvN`uRS6Ti(AuCzk<gk(RNxYNTwQciKKOD8Q%3^Q)1nMsTGke0J
zFkuoy)4WOVBs$Kzrtp|3wZn(k5<#7ApWpyN4v|R=O>rmEH2s$D=nz@1y8=Eo`c(bE
zja7egPY60Fs4}wHs@^penB9FsBEyA`kqJ7waY!H`Cv?WL1xf-MDvT_9C!7tM<5eiA
z=@%U!4C^hQ@^9D}`t$Y#<pu{YCXOnvUC9b%!LcrSyN|xvAD6S|>bajQZrbfOi(7X<
z^<C^&;p)Zdu7^!+N`6Uh3;n%~clu%nhX<U-yUQh9zWx2bU$ORu!70<kiT~{9CT+{~
zJ?wsO)BUSyvcXb%?%-~<V&gKY=!;(j8XOLTh7Tv2hBq$T)uHf$`DE{c{v><%3zHAK
zLq}B|M45a|w<!rLFf_JtD!kxT&R)mlTPpamsqVtPG~;dS?q1-xN!|9TbhDvN^S;|H
z%sDZykId4U7ysY=_Lc9;z&*ydyn7bxZspj0{ob8_NonV2OB%l@J#cH!$%X~*KL~EV
zcJ9{GxY&$q+YiogT;JQJs{k6got2dnD$NcW?zLp%u+j{i>JS|3BJia#=7aGIj$ayc
z6a>CJxgZD~kqu~d2<}~bf`!9jK_U}J)!`GfR)dtgIbK-5|6i5$%O#UHE%|lKd|#sV
zn+?r-KhJ%?<+7jkS-Wo=`)~eyK0kl||G)3wPH^Tsx$P%tH3`4nj|HH+_F^Kx7eDG$
zzm>cF?zE{t|9#(|FRbR%;dg1G*q09ywNKyges5QO|Mxxf7e5X&?|!%I^`>O`VtZwc
z7q73c->zTxvAgW))bKQkeydk2bk;BPpKsStdUaJOv*ojYb$1Gn-vl+!w8PiQoH$*x
zdq@55J>PO){Cj)*#@5?%)o%;~%;s;u|L2+c+t=~`e>t4+D(%YsJW=FJO<wq^+kYw#
zeEmHk@?XXAoOj2~be<{(2!SF<%X4;sFNa7cLsQ(6YZ?i$vtB6~9cp^V_OAR+p}X3{
zcgJ}zt>63Y)|>zHt6pjTJ|w;`!Te4^^VxZ}x96zbExGJl_G;zwwEu69e0eh2Uryl4
z>UF!cgqH`bNxGD|g!S(AtA>U4erFEP2OU9luloJmjRp4p_J2!`W&Hc|)3Dw0%_iro
z#WxraHz{kpP%JOMtX_ZkFy|ju@tB0=bBer<-7B>J{buu9cKaWWYA@FHoZjuNzxT>H
zi^n}{d=K5v-Fh|bCNIPH$9Zz_PMZ0|n4IbF^JZ6me#X0H?f<=}^S95v{roDVw>0s|
zv&pMZdvNW#J>OdGyvBX^&(9glo0HDlewWGUUi5UI%5hGnMm6;dA<3)N^0WEmnGP#9
zEZ}dC5}um5s`~^7S5=(TC(Wm9Z~1M%TxhsZQd-I@^aa#Kik$ek-`-AmcA8*`e(OSy
zw$1$ybJpyi_|U>~VM)@<x<5RH7Mpk8ulvn=hv#Fi;JGJtpaGaXsU6ZxKPBU~*IES2
z)K+QCSirA3?VpAA$@I8=cek0}t5}@7|L?b(y{h{6{9fGco&F)sd+EN3)2~Dva~1ru
z@J8#IzZ=6({f*$8($2u*)(%R>ZtRBDtqv<W6<#dO+xKN^KG@B>CcCTOtTWp<X~FK9
z9^W5NW47+(OurC&6W&-ho{}7U!I_hP`uAt)@}K{g{h1T+|5f<@Q!ID>T1b}k^R)bl
zt*&{S9ltrh_I314t(HGLwRK^eBhxO(>K}gu8czEA(!YL_m$}g@&R>n}avA6C-``6}
z-}d|6?sW6HdlpoGypy~A?xvX~|9^Wmt$P+L;>aI<tmS#bhqfaDJLms<b6!q?p)rJI
zR#whbE~P?615inkyrWRG{aT3lL?*6Z7v1IOc0NhB{~h`JZGOG=h9h@RKNSs+NjxrB
zz2<K5d0XF&M{Mo8BVHbJ`By%58|PBvH|lk2Hve<V{#j;jHQ;--nst`r`T5SD%#H5c
zU(LCzy1!}n$A@)y&hnQpKGM14H|J6tksy}4I!_Mr?0V$o#={}f4GPMx)_J!a7KpG2
zd<inS{33MIN<AfIjTcwvd6uqy%W}b9_|3oDoiDpYwYLeB?Ei9iYUZ-^3$^_nf?wR`
zC6;fVk*C^RZ&tU4yK1ZI)1Ui8g-g^Q`@Oo`A3gKI(m$=@aS}78e$Raw?q+gWsNBBz
zUEGrC^(_kZe_lQPySUsm@w`Ao11Je<&yr;l$e6*<bkAVZGp!3D;u8f$zU*n)UEhBC
zo_yt#iHwflnV!V&m>Mtlp6x?k*<JnfVJR6G<At908|t5$I*liM(vK)}k55i<z89YA
z8)_fm*)`qixaI$*Z8qnln%?c#66ksk>YF<1|K<Mw?3?7db=Rw8QY?Pj-SWP3*rwF-
zP2ctU#)a3sAGH<lnbOF>(&f5f<*~4%PX4(H0bEQRRhqLhzi8bAxk{|$`l^TA$NzlZ
z`|kU{nepFWn*LvD`u$k>_cOcx>rDIqXUc86n!2coy2`pQzSgDb{^u#F)2#aO-Rty?
z!_TjOuIE49cK)x`ynV7ZxBo0Z{%O8icUH5Y$QK*?`1c0lb1i<I->`H4^ZSes>=`Bg
zoqb-qbWYjndv}A%zdx4KEO;OOVLn%h<==PZ`)}|2Joi11!kRC4szvS#)^%4ey>sq)
z$kuY5ihY_EM~ar%uqYVVfQmaQIVCU01)yBwd-u;){(UR;l;SRACrj=*YAJ7eJN>$w
zw`f(h{)^tQPZwUM-w1nq+bpW*tus^H1?i=m*3Xo^m9g;Iow@|Jy$28H-+Z67xlfaK
zT2e8nDsJX9xq74PSUUrYlv=|A^PV+3xlFFQvN+0n<gwI>{I+bGCu0YjJX|G^v1+5}
zOa?{{6CVc0e2K_n(FaPGV&0y;2pdVCFpVL3^_H4WzQ#?$4i`?}YwCP`-c`jg;Sg-n
z;R0v?+%&YfcmpDp9B^H-^VaOeuxUC4UB+W!nLmYOnNrmo7EIsEDtvu@w@1=}mUhTw
zn8O0l#6Z@nXU`H8FBmYg>`hEL8`{wAQM}dM9X^O2#niL*(kE3bmQ#KVj{4QyYU}L9
zCmw0w<Oeqg1R5NI1ru_vhMYZn&<S3LGKf!nmX+TJpIq3&A`!jxsdov-l(`H|ao@yz
zV(RM!J@-h%J;TtrOvxbq+?-`raeQJ-0xS9%n&RY_FT2a-n15^8^8>J16AuptM}Lm#
z7X&m68Cmuo>2<#flL60|FmgB~yb*A?aNIAtNCnb<f;y6cMIj)GiKD7hx_=cc0AUTa
z12+^K7WB{E_QV4=(E&4T0cc1|$XqTI7G4anR@p{p21j}8+>;aG(?w8=po7&mtN5S-
z(2!<eN^WOpvMakaNx2a&1aV@ckg&rA?>iMCvQX3EI*;)&vedrWqUsKtYlQ1mRclx<
zeaFWYR<KDGh*69jJ+e$3ziwoD_pzWG=H>I?Kl6mMLj9?k<<<-g3=E#GelF{r5}E)J
CJAfeo

literal 0
HcmV?d00001

diff --git a/docs/evaluation/Vergleich der Ergebnisse.md b/docs/evaluation/Vergleich der Ergebnisse.md
index 4c00e95..5e25145 100644
--- a/docs/evaluation/Vergleich der Ergebnisse.md	
+++ b/docs/evaluation/Vergleich der Ergebnisse.md	
@@ -1,10 +1,10 @@
 
 # Laufzeiten
-| Laufzeiten                     | POLY | iForest | PCA  | USAD | CNN  | OmAn | LSTM | kShape | kMeans | OCSVM | LOF | Sub-LOF | KNN  |
-| ------------------------------ | ---- | ------- | ---- | ---- | ---- | ---- | ---- | ------ | ------ | ----- | --- | ------- | ---- |
-| **Bei Autoren (s)**            | 0.09 | 0.14    | 2    | 2    | 3    | 4    | 8    | 8.5    | 20     | 30    | 70  | 80      | 90   |
-| **Insgesamt (h)**              | 3.42 |         | 4.26 | 3.19 | 2.93 | 3.42 | 3.66 |        | 5.62   |       |     |         | 6.68 |
-| **Durchschnitt pro Datei (s)** | 31.0 |         | 38.7 | 28.9 | 26.6 | 31   | 33.2 |        | 50.9   |       |     |         | 60.5 |
+| Laufzeiten                     | POLY | iForest | PCA  | USAD | CNN  | OmAn | LSTM | kShape | kMeans | OCSVM | LOF  | Sub-LOF | KNN  |
+| ------------------------------ | ---- | ------- | ---- | ---- | ---- | ---- | ---- | ------ | ------ | ----- | ---- | ------- | ---- |
+| **Bei Autoren (s)**            | 0.09 | 0.14    | 2    | 2    | 3    | 4    | 8    | 8.5    | 20     | 30    | 70   | 80      | 90   |
+| **Insgesamt (h)**              | 3.42 | 3.44    | 4.26 | 3.19 | 2.93 | 3.42 | 3.66 |        | 5.62   |       | 2.04 |         | 6.68 |
+| **Durchschnitt pro Datei (s)** | 31.0 | 31.2    | 38.7 | 28.9 | 26.6 | 31   | 33.2 |        | 50.9   |       | 18.5 |         | 60.5 |
 
 # Datensätze
 + Gesamtanzahl Zeitserien: 397
@@ -13,138 +13,138 @@
 + Anzahl an Zeitserien mit nur Sequenzanomalien: 158
 
 ## Gesamtbewertung nach AUC-PR
-| Datensatz     | POLY      | iForest | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF | Sub-LOF | KNN       | Datensatz     |
-| ------------- | --------- | ------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --- | ------- | --------- | ------------- |
-| UCR           | 0.156850  |         | 0.138533  | 0.088392  | 0.069477  | 0.085236  | 0.028041  |        | 0.487206  |       |     |         | 0.283830  | UCR           |
-| SMD           | 0.639394  |         | 0.495851  | 0.665737  | 0.565370  | 0.531140  | 0.539890  |        | 0.260908  |       |     |         | 0.162970  | SMD           |
-| YAHOO         | 0.075395  |         | 0.117107  | 0.117266  | 0.561562  | 0.148188  | 0.443957  |        | 0.699444  |       |     |         | 0.144445  | YAHOO         |
-| Exathlon      | 0.844513  |         | 0.958102  | 0.862358  | 0.654310  | 0.874519  | 0.733875  |        | 0.617690  |       |     |         | 0.563481  | Exathlon      |
-| NAB           | 0.526439  |         | 0.486528  | 0.300305  | 0.223347  | 0.332227  | 0.153306  |        | 0.401505  |       |     |         | 0.311100  | NAB           |
-| OPPORTUNITY   | 0.420658  |         | 0.923192  | 0.651235  | 0.619160  | 0.649867  | 0.545535  |        | 0.365381  |       |     |         | 0.298396  | OPPORTUNITY   |
-| WSD           | 0.427387  |         | 0.216542  | 0.240276  | 0.303128  | 0.251057  | 0.209492  |        | 0.146372  |       |     |         | 0.044597  | WSD           |
-| SVDB          | 0.506002  |         | 0.558896  | 0.459209  | 0.197103  | 0.476835  | 0.129879  |        | 0.809036  |       |     |         | 0.538270  | SVDB          |
-| SMAP          | 0.604826  |         | 0.484416  | 0.273159  | 0.329931  | 0.385082  | 0.278827  |        | 0.648913  |       |     |         | 0.453816  | SMAP          |
-| IOPS          | 0.332866  |         | 0.372849  | 0.403523  | 0.265889  | 0.368163  | 0.320195  |        | 0.068715  |       |     |         | 0.070598  | IOPS          |
-| TODS          | 0.239024  |         | 0.124321  | 0.163915  | 0.303786  | 0.172369  | 0.205671  |        | 0.448703  |       |     |         | 0.410649  | TODS          |
-| Stock         | 0.146590  |         | 0.148428  | 0.133570  | 0.929344  | 0.133646  | 0.519232  |        | 0.114476  |       |     |         | 0.096103  | Stock         |
-| MGAB          | 0.008996  |         | 0.027123  | 0.032097  | 0.003855  | 0.015268  | 0.045860  |        | 0.085299  |       |     |         | 0.325650  | MGAB          |
-| MSL           | 0.629533  |         | 0.493320  | 0.267256  | 0.307033  | 0.394283  | 0.237442  |        | 0.371438  |       |     |         | 0.313525  | MSL           |
-| NEK           | 0.709458  |         | 0.891733  | 0.816021  | 0.685573  | 0.836145  | 0.667421  |        | 0.346973  |       |     |         | 0.119174  | NEK           |
-| LTDB          | 0.455324  |         | 0.489411  | 0.461335  | 0.354462  | 0.479711  | 0.276735  |        | 0.765819  |       |     |         | 0.589828  | LTDB          |
-| MITDB         | 0.366934  |         | 0.377853  | 0.201810  | 0.160153  | 0.206999  | 0.113066  |        | 0.583808  |       |     |         | 0.500834  | MITDB         |
-| TAO           | 0.140526  |         | 0.149144  | 0.339781  | 0.994857  | 0.344060  | 0.993397  |        | 0.129147  |       |     |         | 0.108733  | TAO           |
-| SED           | 0.031421  |         | 0.020994  | 0.026231  | 0.029325  | 0.031663  | 0.030497  |        | 0.710575  |       |     |         | 0.707453  | SED           |
-| Daphnet       | 0.536827  |         | 0.468647  | 0.192057  | 0.381499  | 0.192069  | 0.132234  |        | 0.036445  |       |     |         | 0.033893  | Daphnet       |
-| SWaT          | 0.123133  |         | 0.756700  | 0.757484  | 0.738718  | 0.757687  | 0.737695  |        | 0.111152  |       |     |         | 0.110376  | SWaT          |
-| Power         | 0.203760  |         | 0.078866  | 0.064665  | 0.072400  | 0.064665  | 0.064788  |        | 0.507629  |       |     |         | 0.160167  | Power         |
-| CATSv2        | 0.476434  |         | 0.474705  | 0.481625  | 0.411894  | 0.437868  | 0.358071  |        | 0.455611  |       |     |         | 0.482166  | CATSv2        |
-| **Insgesamt** | **0.394** |         | **0.407** | **0.352** | **0.366** | **0.354** | **0.313** |        | **0.444** |       |     |         | **0.292** | **Insgesamt** |
+| Datensatz     | POLY      | iForest   | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF       | Sub-LOF | KNN       | Datensatz     |
+| ------------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --------- | ------- | --------- | ------------- |
+| UCR           | 0.156850  | 0.059389  | 0.138533  | 0.088392  | 0.069477  | 0.085236  | 0.028041  |        | 0.487206  |       | 0.048985  |         | 0.283830  | UCR           |
+| SMD           | 0.639394  | 0.369237  | 0.495851  | 0.665737  | 0.565370  | 0.531140  | 0.539890  |        | 0.260908  |       | 0.182353  |         | 0.162970  | SMD           |
+| YAHOO         | 0.075395  | 0.092730  | 0.117107  | 0.117266  | 0.561562  | 0.148188  | 0.443957  |        | 0.699444  |       | 0.409909  |         | 0.144445  | YAHOO         |
+| Exathlon      | 0.844513  | 0.962806  | 0.958102  | 0.862358  | 0.654310  | 0.874519  | 0.733875  |        | 0.617690  |       | 0.245106  |         | 0.563481  | Exathlon      |
+| NAB           | 0.526439  | 0.314587  | 0.486528  | 0.300305  | 0.223347  | 0.332227  | 0.153306  |        | 0.401505  |       | 0.144844  |         | 0.311100  | NAB           |
+| OPPORTUNITY   | 0.420658  | 0.733153  | 0.923192  | 0.651235  | 0.619160  | 0.649867  | 0.545535  |        | 0.365381  |       | 0.153396  |         | 0.298396  | OPPORTUNITY   |
+| WSD           | 0.427387  | 0.040993  | 0.216542  | 0.240276  | 0.303128  | 0.251057  | 0.209492  |        | 0.146372  |       | 0.141918  |         | 0.044597  | WSD           |
+| SVDB          | 0.506002  | 0.311936  | 0.558896  | 0.459209  | 0.197103  | 0.476835  | 0.129879  |        | 0.809036  |       | 0.044940  |         | 0.538270  | SVDB          |
+| SMAP          | 0.604826  | 0.299302  | 0.484416  | 0.273159  | 0.329931  | 0.385082  | 0.278827  |        | 0.648913  |       | 0.180797  |         | 0.453816  | SMAP          |
+| IOPS          | 0.332866  | 0.231569  | 0.372849  | 0.403523  | 0.265889  | 0.368163  | 0.320195  |        | 0.068715  |       | 0.116787  |         | 0.070598  | IOPS          |
+| TODS          | 0.239024  | 0.076521  | 0.124321  | 0.163915  | 0.303786  | 0.172369  | 0.205671  |        | 0.448703  |       | 0.100820  |         | 0.410649  | TODS          |
+| Stock         | 0.146590  | 0.143940  | 0.148428  | 0.133570  | 0.929344  | 0.133646  | 0.519232  |        | 0.114476  |       | 0.112061  |         | 0.096103  | Stock         |
+| MGAB          | 0.008996  | 0.004336  | 0.027123  | 0.032097  | 0.003855  | 0.015268  | 0.045860  |        | 0.085299  |       | 0.002209  |         | 0.325650  | MGAB          |
+| MSL           | 0.629533  | 0.386085  | 0.493320  | 0.267256  | 0.307033  | 0.394283  | 0.237442  |        | 0.371438  |       | 0.151228  |         | 0.313525  | MSL           |
+| NEK           | 0.709458  | 0.630339  | 0.891733  | 0.816021  | 0.685573  | 0.836145  | 0.667421  |        | 0.346973  |       | 0.363561  |         | 0.119174  | NEK           |
+| LTDB          | 0.455324  | 0.521341  | 0.489411  | 0.461335  | 0.354462  | 0.479711  | 0.276735  |        | 0.765819  |       | 0.203241  |         | 0.589828  | LTDB          |
+| MITDB         | 0.366934  | 0.169557  | 0.377853  | 0.201810  | 0.160153  | 0.206999  | 0.113066  |        | 0.583808  |       | 0.051628  |         | 0.500834  | MITDB         |
+| TAO           | 0.140526  | 0.125817  | 0.149144  | 0.339781  | 0.994857  | 0.344060  | 0.993397  |        | 0.129147  |       | 0.167995  |         | 0.108733  | TAO           |
+| SED           | 0.031421  | 0.691484  | 0.020994  | 0.026231  | 0.029325  | 0.031663  | 0.030497  |        | 0.710575  |       | 0.082198  |         | 0.707453  | SED           |
+| Daphnet       | 0.536827  | 0.496579  | 0.468647  | 0.192057  | 0.381499  | 0.192069  | 0.132234  |        | 0.036445  |       | 0.129509  |         | 0.033893  | Daphnet       |
+| SWaT          | 0.123133  | 0.702432  | 0.756700  | 0.757484  | 0.738718  | 0.757687  | 0.737695  |        | 0.111152  |       | 0.120683  |         | 0.110376  | SWaT          |
+| Power         | 0.203760  | 0.073981  | 0.078866  | 0.064665  | 0.072400  | 0.064665  | 0.064788  |        | 0.507629  |       | 0.086245  |         | 0.160167  | Power         |
+| CATSv2        | 0.476434  | 0.139416  | 0.474705  | 0.481625  | 0.411894  | 0.437868  | 0.358071  |        | 0.455611  |       | 0.071542  |         | 0.482166  | CATSv2        |
+| **Insgesamt** | **0.394** | **0.304** | **0.407** | **0.352** | **0.366** | **0.354** | **0.313** |        | **0.444** |       | **0.156** |         | **0.292** | **Insgesamt** |
 
 ## Gesamtbewertung nach VUS-PR
-| Datensatz     | POLY      | iForest | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF | Sub-LOF | KNN       | Datensatz     |
-| ------------- | --------- | ------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --- | ------- | --------- | ------------- |
-| UCR           | 0.198780  |         | 0.152678  | 0.084437  | 0.065443  | 0.089552  | 0.023293  |        | 0.486822  |       |     |         | 0.329748  | UCR           |
-| SMD           | 0.663191  |         | 0.467257  | 0.629404  | 0.545045  | 0.478742  | 0.483944  |        | 0.254537  |       |     |         | 0.163803  | SMD           |
-| YAHOO         | 0.307653  |         | 0.163729  | 0.192366  | 0.512096  | 0.219787  | 0.417416  |        | 0.781824  |       |     |         | 0.502031  | YAHOO         |
-| Exathlon      | 0.847945  |         | 0.959173  | 0.864301  | 0.657757  | 0.876372  | 0.735253  |        | 0.618051  |       |     |         | 0.562449  | Exathlon      |
-| NAB           | 0.584112  |         | 0.511398  | 0.308303  | 0.248091  | 0.342007  | 0.173732  |        | 0.427477  |       |     |         | 0.341432  | NAB           |
-| OPPORTUNITY   | 0.426326  |         | 0.924516  | 0.651269  | 0.632799  | 0.649931  | 0.563772  |        | 0.351828  |       |     |         | 0.295398  | OPPORTUNITY   |
-| WSD           | 0.531110  |         | 0.155366  | 0.155950  | 0.224922  | 0.157612  | 0.130270  |        | 0.173060  |       |     |         | 0.083204  | WSD           |
-| SVDB          | 0.445531  |         | 0.523984  | 0.435722  | 0.199785  | 0.445289  | 0.127489  |        | 0.811385  |       |     |         | 0.591484  | SVDB          |
-| SMAP          | 0.727079  |         | 0.566842  | 0.302212  | 0.336818  | 0.417852  | 0.273214  |        | 0.657738  |       |     |         | 0.558287  | SMAP          |
-| IOPS          | 0.365055  |         | 0.260372  | 0.192815  | 0.205826  | 0.192837  | 0.213044  |        | 0.107988  |       |     |         | 0.116527  | IOPS          |
-| TODS          | 0.586493  |         | 0.552877  | 0.529843  | 0.575941  | 0.538194  | 0.522228  |        | 0.739257  |       |     |         | 0.780280  | TODS          |
-| Stock         | 0.805375  |         | 0.825382  | 0.771612  | 0.939925  | 0.771658  | 0.817960  |        | 0.738198  |       |     |         | 0.691512  | Stock         |
-| MGAB          | 0.008269  |         | 0.005551  | 0.005403  | 0.006988  | 0.005586  | 0.025419  |        | 0.036645  |       |     |         | 0.238613  | MGAB          |
-| MSL           | 0.734244  |         | 0.523310  | 0.295208  | 0.346350  | 0.428048  | 0.305128  |        | 0.441543  |       |     |         | 0.368746  | MSL           |
-| NEK           | 0.764836  |         | 0.929171  | 0.827283  | 0.714845  | 0.858349  | 0.689697  |        | 0.317927  |       |     |         | 0.132908  | NEK           |
-| LTDB          | 0.510507  |         | 0.534873  | 0.512266  | 0.406171  | 0.524763  | 0.329828  |        | 0.835553  |       |     |         | 0.692355  | LTDB          |
-| MITDB         | 0.320425  |         | 0.323526  | 0.158357  | 0.143632  | 0.163465  | 0.112398  |        | 0.590892  |       |     |         | 0.548995  | MITDB         |
-| TAO           | 0.808453  |         | 0.840276  | 0.928987  | 0.994270  | 0.930020  | 0.995044  |        | 0.747945  |       |     |         | 0.684119  | TAO           |
-| SED           | 0.040176  |         | 0.030270  | 0.053374  | 0.058416  | 0.055985  | 0.056562  |        | 0.895291  |       |     |         | 0.882987  | SED           |
-| Daphnet       | 0.519516  |         | 0.441568  | 0.122992  | 0.398456  | 0.123026  | 0.133080  |        | 0.039747  |       |     |         | 0.035185  | Daphnet       |
-| SWaT          | 0.103364  |         | 0.375512  | 0.365922  | 0.680748  | 0.366250  | 0.669824  |        | 0.111519  |       |     |         | 0.110850  | SWaT          |
-| Power         | 0.122294  |         | 0.079616  | 0.067090  | 0.075487  | 0.067090  | 0.067250  |        | 0.524166  |       |     |         | 0.166562  | Power         |
-| CATSv2        | 0.232252  |         | 0.232417  | 0.406831  | 0.288293  | 0.282282  | 0.329056  |        | 0.229268  |       |     |         | 0.354730  | CATSv2        |
-| **Insgesamt** | **0.478** |         | **0.444** | **0.375** | **0.367** | **0.377** | **0.320** |        | **0.489** |       |     |         | **0.384** | **Insgesamt** |
+| Datensatz     | POLY      | iForest   | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF       | Sub-LOF | KNN       | Datensatz     |
+| ------------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --------- | ------- | --------- | ------------- |
+| UCR           | 0.198780  | 0.058773  | 0.152678  | 0.084437  | 0.065443  | 0.089552  | 0.023293  |        | 0.486822  |       | 0.051489  |         | 0.329748  | UCR           |
+| SMD           | 0.663191  | 0.342406  | 0.467257  | 0.629404  | 0.545045  | 0.478742  | 0.483944  |        | 0.254537  |       | 0.134985  |         | 0.163803  | SMD           |
+| YAHOO         | 0.307653  | 0.135664  | 0.163729  | 0.192366  | 0.512096  | 0.219787  | 0.417416  |        | 0.781824  |       | 0.381508  |         | 0.502031  | YAHOO         |
+| Exathlon      | 0.847945  | 0.964836  | 0.959173  | 0.864301  | 0.657757  | 0.876372  | 0.735253  |        | 0.618051  |       | 0.240338  |         | 0.562449  | Exathlon      |
+| NAB           | 0.584112  | 0.342137  | 0.511398  | 0.308303  | 0.248091  | 0.342007  | 0.173732  |        | 0.427477  |       | 0.165966  |         | 0.341432  | NAB           |
+| OPPORTUNITY   | 0.426326  | 0.736264  | 0.924516  | 0.651269  | 0.632799  | 0.649931  | 0.563772  |        | 0.351828  |       | 0.159200  |         | 0.295398  | OPPORTUNITY   |
+| WSD           | 0.531110  | 0.027487  | 0.155366  | 0.155950  | 0.224922  | 0.157612  | 0.130270  |        | 0.173060  |       | 0.102346  |         | 0.083204  | WSD           |
+| SVDB          | 0.445531  | 0.307322  | 0.523984  | 0.435722  | 0.199785  | 0.445289  | 0.127489  |        | 0.811385  |       | 0.050189  |         | 0.591484  | SVDB          |
+| SMAP          | 0.727079  | 0.327727  | 0.566842  | 0.302212  | 0.336818  | 0.417852  | 0.273214  |        | 0.657738  |       | 0.172499  |         | 0.558287  | SMAP          |
+| IOPS          | 0.365055  | 0.134518  | 0.260372  | 0.192815  | 0.205826  | 0.192837  | 0.213044  |        | 0.107988  |       | 0.123657  |         | 0.116527  | IOPS          |
+| TODS          | 0.586493  | 0.487386  | 0.552877  | 0.529843  | 0.575941  | 0.538194  | 0.522228  |        | 0.739257  |       | 0.485079  |         | 0.780280  | TODS          |
+| Stock         | 0.805375  | 0.735886  | 0.825382  | 0.771612  | 0.939925  | 0.771658  | 0.817960  |        | 0.738198  |       | 0.710487  |         | 0.691512  | Stock         |
+| MGAB          | 0.008269  | 0.004379  | 0.005551  | 0.005403  | 0.006988  | 0.005586  | 0.025419  |        | 0.036645  |       | 0.004639  |         | 0.238613  | MGAB          |
+| MSL           | 0.734244  | 0.448709  | 0.523310  | 0.295208  | 0.346350  | 0.428048  | 0.305128  |        | 0.441543  |       | 0.186700  |         | 0.368746  | MSL           |
+| NEK           | 0.764836  | 0.649735  | 0.929171  | 0.827283  | 0.714845  | 0.858349  | 0.689697  |        | 0.317927  |       | 0.395130  |         | 0.132908  | NEK           |
+| LTDB          | 0.510507  | 0.566359  | 0.534873  | 0.512266  | 0.406171  | 0.524763  | 0.329828  |        | 0.835553  |       | 0.256447  |         | 0.692355  | LTDB          |
+| MITDB         | 0.320425  | 0.159042  | 0.323526  | 0.158357  | 0.143632  | 0.163465  | 0.112398  |        | 0.590892  |       | 0.053749  |         | 0.548995  | MITDB         |
+| TAO           | 0.808453  | 0.728970  | 0.840276  | 0.928987  | 0.994270  | 0.930020  | 0.995044  |        | 0.747945  |       | 0.710584  |         | 0.684119  | TAO           |
+| SED           | 0.040176  | 0.807209  | 0.030270  | 0.053374  | 0.058416  | 0.055985  | 0.056562  |        | 0.895291  |       | 0.111105  |         | 0.882987  | SED           |
+| Daphnet       | 0.519516  | 0.518905  | 0.441568  | 0.122992  | 0.398456  | 0.123026  | 0.133080  |        | 0.039747  |       | 0.134804  |         | 0.035185  | Daphnet       |
+| SWaT          | 0.103364  | 0.368230  | 0.375512  | 0.365922  | 0.680748  | 0.366250  | 0.669824  |        | 0.111519  |       | 0.121168  |         | 0.110850  | SWaT          |
+| Power         | 0.122294  | 0.076373  | 0.079616  | 0.067090  | 0.075487  | 0.067090  | 0.067250  |        | 0.524166  |       | 0.090503  |         | 0.166562  | Power         |
+| CATSv2        | 0.232252  | 0.105175  | 0.232417  | 0.406831  | 0.288293  | 0.282282  | 0.329056  |        | 0.229268  |       | 0.063826  |         | 0.354730  | CATSv2        |
+| **Insgesamt** | **0.478** | **0.341** | **0.444** | **0.375** | **0.367** | **0.377** | **0.320** |        | **0.489** |       | **0.185** |         | **0.384** | **Insgesamt** |
 
 ## Gesamtbewertung der Punktanomalien nach AUC-PR
-| Datensatz     | POLY      | iForest | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF | Sub-LOF | KNN       | Datensatz     |
-| ------------- | --------- | ------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --- | ------- | --------- | ------------- |
-| UCR           | 0.000257  |         | 0.000196  | 0.000178  | 0.000498  | 0.000178  | 0.000221  |        | 0.002843  |       |     |         | 0.003749  | UCR           |
-| YAHOO         | 0.024161  |         | 0.060498  | 0.087663  | 0.587049  | 0.122574  | 0.455103  |        | 0.742578  |       |     |         | 0.130716  | YAHOO         |
-| WSD           | 0.167066  |         | 0.206655  | 0.285712  | 0.342989  | 0.407280  | 0.334638  |        | 0.003073  |       |     |         | 0.000945  | WSD           |
-| IOPS          | 0.141657  |         | 0.036186  | 0.016979  | 0.210157  | 0.016952  | 0.197084  |        | 0.066886  |       |     |         | 0.041389  | IOPS          |
-| TODS          | 0.061866  |         | 0.067229  | 0.065809  | 0.531847  | 0.064650  | 0.367334  |        | 0.083989  |       |     |         | 0.075986  | TODS          |
-| Stock         | 0.146590  |         | 0.148428  | 0.133570  | 0.929344  | 0.133646  | 0.519232  |        | 0.114476  |       |     |         | 0.096103  | Stock         |
-| TAO           | 0.148356  |         | 0.160428  | 0.330086  | 0.993457  | 0.336829  | 0.994218  |        | 0.121904  |       |     |         | 0.098915  | TAO           |
-| **Insgesamt** | **0.060** |         | **0.079** | **0.100** | **0.585** | **0.125** | **0.426** |        | **0.451** |       |     |         | **0.101** | **Insgesamt** |
+| Datensatz     | POLY      | iForest   | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF       | Sub-LOF | KNN       | Datensatz     |
+| ------------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --------- | ------- | --------- | ------------- |
+| UCR           | 0.000257  | 0.000139  | 0.000196  | 0.000178  | 0.000498  | 0.000178  | 0.000221  |        | 0.002843  |       | 0.000653  |         | 0.003749  | UCR           |
+| YAHOO         | 0.024161  | 0.007312  | 0.060498  | 0.087663  | 0.587049  | 0.122574  | 0.455103  |        | 0.742578  |       | 0.422520  |         | 0.130716  | YAHOO         |
+| WSD           | 0.167066  | 0.000501  | 0.206655  | 0.285712  | 0.342989  | 0.407280  | 0.334638  |        | 0.003073  |       | 0.003879  |         | 0.000945  | WSD           |
+| IOPS          | 0.141657  | 0.011860  | 0.036186  | 0.016979  | 0.210157  | 0.016952  | 0.197084  |        | 0.066886  |       | 0.176712  |         | 0.041389  | IOPS          |
+| TODS          | 0.061866  | 0.069264  | 0.067229  | 0.065809  | 0.531847  | 0.064650  | 0.367334  |        | 0.083989  |       | 0.071959  |         | 0.075986  | TODS          |
+| Stock         | 0.146590  | 0.143940  | 0.148428  | 0.133570  | 0.929344  | 0.133646  | 0.519232  |        | 0.114476  |       | 0.112061  |         | 0.096103  | Stock         |
+| TAO           | 0.148356  | 0.126763  | 0.160428  | 0.330086  | 0.993457  | 0.336829  | 0.994218  |        | 0.121904  |       | 0.128972  |         | 0.098915  | TAO           |
+| **Insgesamt** | **0.060** | **0.039** | **0.079** | **0.100** | **0.585** | **0.125** | **0.426** |        | **0.451** |       | **0.274** |         | **0.101** | **Insgesamt** |
 
 
 ## Gesamtbewertung der Punktanomalien nach VUS-PR
-| Datensatz     | POLY      | iForest | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF | Sub-LOF | KNN       | Datensatz     |
-| ------------- | --------- | ------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --- | ------- | --------- | ------------- |
-| UCR           | 0.003356  |         | 0.000408  | 0.000406  | 0.128496  | 0.000406  | 0.000237  |        | 0.012483  |       |     |         | 0.011814  | UCR           |
-| YAHOO         | 0.282071  |         | 0.113436  | 0.159136  | 0.519819  | 0.190097  | 0.414255  |        | 0.826036  |       |     |         | 0.521624  | YAHOO         |
-| WSD           | 0.216267  |         | 0.124850  | 0.088179  | 0.131018  | 0.105822  | 0.100076  |        | 0.021818  |       |     |         | 0.007947  | WSD           |
-| IOPS          | 0.187766  |         | 0.048169  | 0.042432  | 0.147113  | 0.035031  | 0.080739  |        | 0.202456  |       |     |         | 0.327373  | IOPS          |
-| TODS          | 0.803771  |         | 0.820717  | 0.780347  | 0.895740  | 0.800324  | 0.852834  |        | 0.857103  |       |     |         | 0.855125  | TODS          |
-| Stock         | 0.805375  |         | 0.825382  | 0.771612  | 0.939925  | 0.771658  | 0.817960  |        | 0.738198  |       |     |         | 0.691512  | Stock         |
-| TAO           | 0.761585  |         | 0.805852  | 0.907035  | 0.991524  | 0.908594  | 0.992980  |        | 0.666432  |       |     |         | 0.570248  | TAO           |
-| **Insgesamt** | **0.392** |         | **0.294** | **0.310** | **0.571** | **0.329** | **0.471** |        | **0.680** |       |     |         | **0.500** | **Insgesamt** |
+| Datensatz     | POLY      | iForest   | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF       | Sub-LOF | KNN       | Datensatz     |
+| ------------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --------- | ------- | --------- | ------------- |
+| UCR           | 0.003356  | 0.000267  | 0.000408  | 0.000406  | 0.128496  | 0.000406  | 0.000237  |        | 0.012483  |       | 0.012963  |         | 0.011814  | UCR           |
+| YAHOO         | 0.282071  | 0.052201  | 0.113436  | 0.159136  | 0.519819  | 0.190097  | 0.414255  |        | 0.826036  |       | 0.383203  |         | 0.521624  | YAHOO         |
+| WSD           | 0.216267  | 0.001036  | 0.124850  | 0.088179  | 0.131018  | 0.105822  | 0.100076  |        | 0.021818  |       | 0.035113  |         | 0.007947  | WSD           |
+| IOPS          | 0.187766  | 0.017686  | 0.048169  | 0.042432  | 0.147113  | 0.035031  | 0.080739  |        | 0.202456  |       | 0.073159  |         | 0.327373  | IOPS          |
+| TODS          | 0.803771  | 0.815915  | 0.820717  | 0.780347  | 0.895740  | 0.800324  | 0.852834  |        | 0.857103  |       | 0.786747  |         | 0.855125  | TODS          |
+| Stock         | 0.805375  | 0.735886  | 0.825382  | 0.771612  | 0.939925  | 0.771658  | 0.817960  |        | 0.738198  |       | 0.710487  |         | 0.691512  | Stock         |
+| TAO           | 0.761585  | 0.654975  | 0.805852  | 0.907035  | 0.991524  | 0.908594  | 0.992980  |        | 0.666432  |       | 0.623702  |         | 0.570248  | TAO           |
+| **Insgesamt** | **0.392** | **0.232** | **0.294** | **0.310** | **0.571** | **0.329** | **0.471** |        | **0.680** |       | **0.416** |         | **0.500** | **Insgesamt** |
 
 
 ## Gesamtbewertung der Sequenzanomalien nach AUC-PR
 
-| Datensatz     | POLY      | iForest | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF | Sub-LOF | KNN       | Datensatz     |
-| ------------- | --------- | ------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --- | ------- | --------- | ------------- |
-| SMD           | 0.439343  |         | 0.459753  | 0.561216  | 0.505749  | 0.460181  | 0.495482  |        | 0.095816  |       |     |         | 0.050501  | SMD           |
-| YAHOO         | 0.571428  |         | 0.690088  | 0.349449  | 0.345384  | 0.349465  | 0.344485  |        | 0.462352  |       |     |         | 0.306868  | YAHOO         |
-| Exathlon      | 0.844513  |         | 0.958102  | 0.862358  | 0.654310  | 0.874519  | 0.733875  |        | 0.617690  |       |     |         | 0.563481  | Exathlon      |
-| NAB           | 0.402974  |         | 0.439685  | 0.272908  | 0.209869  | 0.335713  | 0.162982  |        | 0.230029  |       |     |         | 0.176029  | NAB           |
-| OPPORTUNITY   | 0.624496  |         | 0.968964  | 0.661820  | 0.727956  | 0.661818  | 0.547465  |        | 0.276125  |       |     |         | 0.263868  | OPPORTUNITY   |
-| WSD           | 0.324235  |         | 0.099717  | 0.122887  | 0.242314  | 0.123481  | 0.127908  |        | 0.253831  |       |     |         | 0.077550  | WSD           |
-| SVDB          | 0.483934  |         | 0.541451  | 0.445765  | 0.198720  | 0.465020  | 0.130291  |        | 0.799099  |       |     |         | 0.519348  | SVDB          |
-| SMAP          | 0.798189  |         | 0.887517  | 0.865663  | 0.241609  | 0.876352  | 0.233398  |        | 0.928300  |       |     |         | 0.788114  | SMAP          |
-| IOPS          | 0.482294  |         | 0.549216  | 0.710230  | 0.429909  | 0.721261  | 0.461068  |        | 0.061431  |       |     |         | 0.031872  | IOPS          |
-| TODS          | 0.281649  |         | 0.149989  | 0.184682  | 0.206602  | 0.191109  | 0.170148  |        | 0.592072  |       |     |         | 0.533591  | TODS          |
-| MGAB          | 0.008996  |         | 0.027123  | 0.032097  | 0.003855  | 0.015268  | 0.045860  |        | 0.085299  |       |     |         | 0.325650  | MGAB          |
-| MSL           | 0.557113  |         | 0.475464  | 0.104606  | 0.264200  | 0.364941  | 0.257571  |        | 0.288743  |       |     |         | 0.238423  | MSL           |
-| NEK           | 0.568731  |         | 0.849600  | 0.863096  | 0.715902  | 0.877024  | 0.681103  |        | 0.331911  |       |     |         | 0.146699  | NEK           |
-| LTDB          | 0.455324  |         | 0.489411  | 0.461335  | 0.354462  | 0.479711  | 0.276735  |        | 0.765819  |       |     |         | 0.589828  | LTDB          |
-| MITDB         | 0.366934  |         | 0.377853  | 0.201810  | 0.160153  | 0.206999  | 0.113066  |        | 0.583808  |       |     |         | 0.500834  | MITDB         |
-| SED           | 0.031421  |         | 0.020994  | 0.026231  | 0.029325  | 0.031663  | 0.030497  |        | 0.710575  |       |     |         | 0.707453  | SED           |
-| Daphnet       | 0.536827  |         | 0.468647  | 0.192057  | 0.381499  | 0.192069  | 0.132234  |        | 0.036445  |       |     |         | 0.033893  | Daphnet       |
-| SWaT          | 0.123133  |         | 0.756700  | 0.757484  | 0.738718  | 0.757687  | 0.737695  |        | 0.111152  |       |     |         | 0.110376  | SWaT          |
-| Power         | 0.203760  |         | 0.078866  | 0.064665  | 0.072400  | 0.064665  | 0.064788  |        | 0.507629  |       |     |         | 0.160167  | Power         |
-| CATSv2        | 0.476434  |         | 0.474705  | 0.481625  | 0.411894  | 0.437868  | 0.358071  |        | 0.455611  |       |     |         | 0.482166  | CATSv2        |
-| **Insgesamt** | **0.499** |         | **0.553** | **0.474** | **0.387** | **0.481** | **0.357** |        | **0.449** |       |     |         | **0.364** | **Insgesamt** |
+| Datensatz     | POLY      | iForest   | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF       | Sub-LOF | KNN       | Datensatz     |
+| ------------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --------- | ------- | --------- | ------------- |
+| SMD           | 0.439343  | 0.336128  | 0.459753  | 0.561216  | 0.505749  | 0.460181  | 0.495482  |        | 0.095816  |       | 0.163313  |         | 0.050501  | SMD           |
+| YAHOO         | 0.571428  | 0.981990  | 0.690088  | 0.349449  | 0.345384  | 0.349465  | 0.344485  |        | 0.462352  |       | 0.316546  |         | 0.306868  | YAHOO         |
+| Exathlon      | 0.844513  | 0.962806  | 0.958102  | 0.862358  | 0.654310  | 0.874519  | 0.733875  |        | 0.617690  |       | 0.245106  |         | 0.563481  | Exathlon      |
+| NAB           | 0.402974  | 0.251317  | 0.439685  | 0.272908  | 0.209869  | 0.335713  | 0.162982  |        | 0.230029  |       | 0.154619  |         | 0.176029  | NAB           |
+| OPPORTUNITY   | 0.624496  | 0.870159  | 0.968964  | 0.661820  | 0.727956  | 0.661818  | 0.547465  |        | 0.276125  |       | 0.144952  |         | 0.263868  | OPPORTUNITY   |
+| WSD           | 0.324235  | 0.067695  | 0.099717  | 0.122887  | 0.242314  | 0.123481  | 0.127908  |        | 0.253831  |       | 0.094898  |         | 0.077550  | WSD           |
+| SVDB          | 0.483934  | 0.313933  | 0.541451  | 0.445765  | 0.198720  | 0.465020  | 0.130291  |        | 0.799099  |       | 0.046729  |         | 0.519348  | SVDB          |
+| SMAP          | 0.798189  | 0.481811  | 0.887517  | 0.865663  | 0.241609  | 0.876352  | 0.233398  |        | 0.928300  |       | 0.060424  |         | 0.788114  | SMAP          |
+| IOPS          | 0.482294  | 0.276687  | 0.549216  | 0.710230  | 0.429909  | 0.721261  | 0.461068  |        | 0.061431  |       | 0.272670  |         | 0.031872  | IOPS          |
+| TODS          | 0.281649  | 0.071679  | 0.149989  | 0.184682  | 0.206602  | 0.191109  | 0.170148  |        | 0.592072  |       | 0.081599  |         | 0.533591  | TODS          |
+| MGAB          | 0.008996  | 0.004336  | 0.027123  | 0.032097  | 0.003855  | 0.015268  | 0.045860  |        | 0.085299  |       | 0.002209  |         | 0.325650  | MGAB          |
+| MSL           | 0.557113  | 0.453614  | 0.475464  | 0.104606  | 0.264200  | 0.364941  | 0.257571  |        | 0.288743  |       | 0.277979  |         | 0.238423  | MSL           |
+| NEK           | 0.568731  | 0.688168  | 0.849600  | 0.863096  | 0.715902  | 0.877024  | 0.681103  |        | 0.331911  |       | 0.356301  |         | 0.146699  | NEK           |
+| LTDB          | 0.455324  | 0.521341  | 0.489411  | 0.461335  | 0.354462  | 0.479711  | 0.276735  |        | 0.765819  |       | 0.203241  |         | 0.589828  | LTDB          |
+| MITDB         | 0.366934  | 0.169557  | 0.377853  | 0.201810  | 0.160153  | 0.206999  | 0.113066  |        | 0.583808  |       | 0.051628  |         | 0.500834  | MITDB         |
+| SED           | 0.031421  | 0.691484  | 0.020994  | 0.026231  | 0.029325  | 0.031663  | 0.030497  |        | 0.710575  |       | 0.082198  |         | 0.707453  | SED           |
+| Daphnet       | 0.536827  | 0.496579  | 0.468647  | 0.192057  | 0.381499  | 0.192069  | 0.132234  |        | 0.036445  |       | 0.129509  |         | 0.033893  | Daphnet       |
+| SWaT          | 0.123133  | 0.702432  | 0.756700  | 0.757484  | 0.738718  | 0.757687  | 0.737695  |        | 0.111152  |       | 0.120683  |         | 0.110376  | SWaT          |
+| Power         | 0.203760  | 0.073981  | 0.078866  | 0.064665  | 0.072400  | 0.064665  | 0.064788  |        | 0.507629  |       | 0.086245  |         | 0.160167  | Power         |
+| CATSv2        | 0.476434  | 0.139416  | 0.474705  | 0.481625  | 0.411894  | 0.437868  | 0.358071  |        | 0.455611  |       | 0.071542  |         | 0.482166  | CATSv2        |
+| **Insgesamt** | **0.499** | **0.479** | **0.553** | **0.474** | **0.387** | **0.481** | **0.357** |        | **0.449** |       | **0.150** |         | **0.364** | **Insgesamt** |
 
 ## Gesamtbewertung der Sequenzanomalien nach VUS-PR
 
-| Datensatz     | POLY      | iForest | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF | Sub-LOF | KNN       | Datensatz     |
-| ------------- | --------- | ------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --- | ------- | --------- | ------------- |
-| SMD           | 0.482296  |         | 0.423162  | 0.519965  | 0.503535  | 0.410939  | 0.453416  |        | 0.092843  |       |     |         | 0.063644  | SMD           |
-| YAHOO         | 0.518566  |         | 0.568333  | 0.354527  | 0.351064  | 0.354507  | 0.348855  |        | 0.477510  |       |     |         | 0.322916  | YAHOO         |
-| Exathlon      | 0.847945  |         | 0.959173  | 0.864301  | 0.657757  | 0.876372  | 0.735253  |        | 0.618051  |       |     |         | 0.562449  | Exathlon      |
-| NAB           | 0.478372  |         | 0.474780  | 0.262268  | 0.238264  | 0.326918  | 0.181686  |        | 0.272775  |       |     |         | 0.219327  | NAB           |
-| OPPORTUNITY   | 0.630618  |         | 0.966351  | 0.660160  | 0.741769  | 0.660151  | 0.567052  |        | 0.255118  |       |     |         | 0.257788  | OPPORTUNITY   |
-| WSD           | 0.457794  |         | 0.067564  | 0.086910  | 0.206990  | 0.087346  | 0.100554  |        | 0.293116  |       |     |         | 0.142998  | WSD           |
-| SVDB          | 0.423050  |         | 0.508621  | 0.424770  | 0.206479  | 0.436465  | 0.131672  |        | 0.804472  |       |     |         | 0.579059  | SVDB          |
-| SMAP          | 0.891481  |         | 0.951739  | 0.947702  | 0.237156  | 0.951635  | 0.223192  |        | 0.946525  |       |     |         | 0.818737  | SMAP          |
-| IOPS          | 0.426245  |         | 0.422834  | 0.341683  | 0.312286  | 0.380533  | 0.334417  |        | 0.112229  |       |     |         | 0.111561  | IOPS          |
-| TODS          | 0.437694  |         | 0.342464  | 0.336685  | 0.331028  | 0.338275  | 0.263210  |        | 0.689051  |       |     |         | 0.773793  | TODS          |
-| MGAB          | 0.008269  |         | 0.005551  | 0.005403  | 0.006988  | 0.005586  | 0.025419  |        | 0.036645  |       |     |         | 0.238613  | MGAB          |
-| MSL           | 0.653967  |         | 0.492975  | 0.142125  | 0.326973  | 0.412021  | 0.309296  |        | 0.405174  |       |     |         | 0.303536  | MSL           |
-| NEK           | 0.628709  |         | 0.880822  | 0.868114  | 0.756555  | 0.884225  | 0.704672  |        | 0.298379  |       |     |         | 0.162564  | NEK           |
-| LTDB          | 0.510507  |         | 0.534873  | 0.512266  | 0.406171  | 0.524763  | 0.329828  |        | 0.835553  |       |     |         | 0.692355  | LTDB          |
-| MITDB         | 0.320425  |         | 0.323526  | 0.158357  | 0.143632  | 0.163465  | 0.112398  |        | 0.590892  |       |     |         | 0.548995  | MITDB         |
-| SED           | 0.040176  |         | 0.030270  | 0.053374  | 0.058416  | 0.055985  | 0.056562  |        | 0.895291  |       |     |         | 0.882987  | SED           |
-| Daphnet       | 0.519516  |         | 0.441568  | 0.122992  | 0.398456  | 0.123026  | 0.133080  |        | 0.039747  |       |     |         | 0.035185  | Daphnet       |
-| SWaT          | 0.103364  |         | 0.375512  | 0.365922  | 0.680748  | 0.366250  | 0.669824  |        | 0.111519  |       |     |         | 0.110850  | SWaT          |
-| Power         | 0.122294  |         | 0.079616  | 0.067090  | 0.075487  | 0.067090  | 0.067250  |        | 0.524166  |       |     |         | 0.166562  | Power         |
-| CATSv2        | 0.232252  |         | 0.232417  | 0.406831  | 0.288293  | 0.282282  | 0.329056  |        | 0.229268  |       |     |         | 0.354730  | CATSv2        |
-| **Insgesamt** | **0.521** |         | **0.545** | **0.461** | **0.395** | **0.467** | **0.358** |        | **0.465** |       |     |         | **0.399** | **Insgesamt** |
+| Datensatz     | POLY      | iForest   | PCA       | USAD      | CNN       | OmAn      | LSTM      | kShape | kMeans    | OCSVM | LOF       | Sub-LOF | KNN       | Datensatz     |
+| ------------- | --------- | --------- | --------- | --------- | --------- | --------- | --------- | ------ | --------- | ----- | --------- | ------- | --------- | ------------- |
+| SMD           | 0.482296  | 0.322146  | 0.423162  | 0.519965  | 0.503535  | 0.410939  | 0.453416  |        | 0.092843  |       | 0.137760  |         | 0.063644  | SMD           |
+| YAHOO         | 0.518566  | 0.936245  | 0.568333  | 0.354527  | 0.351064  | 0.354507  | 0.348855  |        | 0.477510  |       | 0.304093  |         | 0.322916  | YAHOO         |
+| Exathlon      | 0.847945  | 0.964836  | 0.959173  | 0.864301  | 0.657757  | 0.876372  | 0.735253  |        | 0.618051  |       | 0.240338  |         | 0.562449  | Exathlon      |
+| NAB           | 0.478372  | 0.285635  | 0.474780  | 0.262268  | 0.238264  | 0.326918  | 0.181686  |        | 0.272775  |       | 0.183564  |         | 0.219327  | NAB           |
+| OPPORTUNITY   | 0.630618  | 0.868003  | 0.966351  | 0.660160  | 0.741769  | 0.660151  | 0.567052  |        | 0.255118  |       | 0.152842  |         | 0.257788  | OPPORTUNITY   |
+| WSD           | 0.457794  | 0.038526  | 0.067564  | 0.086910  | 0.206990  | 0.087346  | 0.100554  |        | 0.293116  |       | 0.073377  |         | 0.142998  | WSD           |
+| SVDB          | 0.423050  | 0.314567  | 0.508621  | 0.424770  | 0.206479  | 0.436465  | 0.131672  |        | 0.804472  |       | 0.052218  |         | 0.579059  | SVDB          |
+| SMAP          | 0.891481  | 0.487664  | 0.951739  | 0.947702  | 0.237156  | 0.951635  | 0.223192  |        | 0.946525  |       | 0.046142  |         | 0.818737  | SMAP          |
+| IOPS          | 0.426245  | 0.267117  | 0.422834  | 0.341683  | 0.312286  | 0.380533  | 0.334417  |        | 0.112229  |       | 0.302989  |         | 0.111561  | IOPS          |
+| TODS          | 0.437694  | 0.174752  | 0.342464  | 0.336685  | 0.331028  | 0.338275  | 0.263210  |        | 0.689051  |       | 0.198760  |         | 0.773793  | TODS          |
+| MGAB          | 0.008269  | 0.004379  | 0.005551  | 0.005403  | 0.006988  | 0.005586  | 0.025419  |        | 0.036645  |       | 0.004639  |         | 0.238613  | MGAB          |
+| MSL           | 0.653967  | 0.514630  | 0.492975  | 0.142125  | 0.326973  | 0.412021  | 0.309296  |        | 0.405174  |       | 0.327778  |         | 0.303536  | MSL           |
+| NEK           | 0.628709  | 0.678337  | 0.880822  | 0.868114  | 0.756555  | 0.884225  | 0.704672  |        | 0.298379  |       | 0.392335  |         | 0.162564  | NEK           |
+| LTDB          | 0.510507  | 0.566359  | 0.534873  | 0.512266  | 0.406171  | 0.524763  | 0.329828  |        | 0.835553  |       | 0.256447  |         | 0.692355  | LTDB          |
+| MITDB         | 0.320425  | 0.159042  | 0.323526  | 0.158357  | 0.143632  | 0.163465  | 0.112398  |        | 0.590892  |       | 0.053749  |         | 0.548995  | MITDB         |
+| SED           | 0.040176  | 0.807209  | 0.030270  | 0.053374  | 0.058416  | 0.055985  | 0.056562  |        | 0.895291  |       | 0.111105  |         | 0.882987  | SED           |
+| Daphnet       | 0.519516  | 0.518905  | 0.441568  | 0.122992  | 0.398456  | 0.123026  | 0.133080  |        | 0.039747  |       | 0.134804  |         | 0.035185  | Daphnet       |
+| SWaT          | 0.103364  | 0.368230  | 0.375512  | 0.365922  | 0.680748  | 0.366250  | 0.669824  |        | 0.111519  |       | 0.121168  |         | 0.110850  | SWaT          |
+| Power         | 0.122294  | 0.076373  | 0.079616  | 0.067090  | 0.075487  | 0.067090  | 0.067250  |        | 0.524166  |       | 0.090503  |         | 0.166562  | Power         |
+| CATSv2        | 0.232252  | 0.105175  | 0.232417  | 0.406831  | 0.288293  | 0.282282  | 0.329056  |        | 0.229268  |       | 0.063826  |         | 0.354730  | CATSv2        |
+| **Insgesamt** | **0.521** | **0.484** | **0.545** | **0.461** | **0.395** | **0.467** | **0.358** |        | **0.465** |       | **0.158** |         | **0.399** | **Insgesamt** |
 
 # POLY:
 + Prozessor: CPU
@@ -196,43 +196,47 @@
 	+ Modell: iCore 5 8th
 	+ Anzahl Kerne: 6 
 	+ Taktfrequenz: 3.00 GHz
-+ Nutzung mehrerer Kerne: Ja?
++ Nutzung mehrerer Kerne: Ja
 
 **Evaluation:**
 + Durchschnitt Gesamt:
-	+ Recall:
-	+ Precision:
-	+ Standard-F1:  (vgl. 0.35)
-	+ Auc-Roc:  (vgl. 0.71)
-	+ Auc-PR:  (vgl. 0.29)
-	+ Vus-PR:  (vgl. 0.30)
+	+ Recall: 0.169
+	+ Precision: 0.335
+	+ Standard-F1: 0.339 (vgl. 0.35, - 0.011, $\approx$ - 3.1 %)
+	+ Auc-Roc: 0.733 (vgl. 0.71, + 0.023, $\approx$ 3.2 %)
+	+ Auc-PR: 0.304 (vgl. 0.29, + 0,014, $\approx$ 4.8 %)
+	+ Vus-PR: 0.341 (vgl. 0.30, + 0.041, $\approx$ 13.7 %)
 + Durchschnitt Punktanomalien:
-	+ Recall:
-	+ Precision:
-	+ Standard-F1:
-	+ Auc-Roc:
-	+ Auc-PR:
-	+ Vus-PR:
+	+ Recall: 0.022
+	+ Precision: 0.048
+	+ Standard-F1: 0.066
+	+ Auc-Roc: 0.618
+	+ Auc-PR: 0.039
+	+ Vus-PR: 0.232
 + Durchschnitt Sequenzanomalien:
-	+ Recall:
-	+ Precision:
-	+ Standard-F1:
-	+ Auc-Roc:
-	+ Auc-PR:
-	+ Vus-PR:
+	+ Recall: 0.208
+	+ Precision: 0.525
+	+ Standard-F1: 0.508
+	+ Auc-Roc: 0.785
+	+ Auc-PR: 0.479
+	+ Vus-PR: 0.484
 
 **Bemerkung:**
-+ Deutlich besser bei _anomalien
++ Deutlich besser bei Sequenzanomalien
++ Gute AUC-PR bei SED, wo viele der Modelle Probleme haben
++ Bewertung von Yahoo echt schlecht, aber bei den Sequenzanomalien nahezu perfekt
++ Stock deutlich schlechter (VUS-PR = 0.74 statt 0.99 lt. Autoren)
++ Große Differenz im TAO zw. AUC-PR und VUS-PR (0.14 vs. 0.73)
 + Beste erkannte Gruppe: 
 	+ nach AUC-PR:
-		+ 
+		+ Exathlon: 0.962806
 	+ nach VUS-PR:
-		+ (vgl. Stock + Tao 0.99)
+		+ Exathlon: 0.964836 (vgl. Tao 0.99)
 + Schlechteste erkannte Gruppe: 
 	+ nach AUC-PR: 
-		+ 
+		+ MGAB: 0.004336
 	+ nach VUS-PR:
-		+  (vgl. MGAB 0.00)
+		+ MGAB: 0.004379 (vgl. MGAB 0.00)
 # Sub-PCA
 + Prozessor: CPU
 	+ Modell: iCore 5 8th
@@ -585,39 +589,42 @@
 
 **Evaluation:**
 + Durchschnitt Gesamt:
-	+ Recall:
-	+ Precision:
-	+ Standard-F1:  (vgl. 0.21)
-	+ Auc-Roc:  (vgl. 0.58)
-	+ Auc-PR:  (vgl. 0.14)
-	+ Vus-PR:  (vgl. 0.17)
+	+ Recall: 0.111
+	+ Precision: 0.304
+	+ Standard-F1: 0.235 (vgl. 0.21, + 0.025, $\approx$ 11.9 %)
+	+ Auc-Roc: 0.604 (vgl. 0.58, + 0.024, $\approx$ 4.1 %)
+	+ Auc-PR: 0.156 (vgl. 0.14, + 0.016, $\approx$ 11.4 %)
+	+ Vus-PR: 0.185 (vgl. 0.17, + 0.015, $\approx$ 8.8 %)
 + Durchschnitt Punktanomalien:
-	+ Recall:
-	+ Precision:
-	+ Standard-F1:
-	+ Auc-Roc:
-	+ Auc-PR:
-	+ Vus-PR:
+	+ Recall: 0.317
+	+ Precision: 0.166
+	+ Standard-F1: 0.333
+	+ Auc-Roc: 0.724
+	+ Auc-PR: 0.274 
+	+ Vus-PR: 0.416
 + Durchschnitt Sequenzanomalien:
-	+ Recall:
-	+ Precision:
-	+ Standard-F1:
-	+ Auc-Roc:
-	+ Auc-PR:
-	+ Vus-PR:
+	+ Recall: 0.042
+	+ Precision: 0.364
+	+ Standard-F1: 0.244
+	+ Auc-Roc: 0.567
+	+ Auc-PR: 0.150
+	+ Vus-PR: 0.158
 
 **Bemerkung:**
-+ Deutlich besser bei -anomalien
++ Deutlich besser bei Punktanomalien
++ Nach Autoren einer der Algorithmen, die mit am längsten für das Training brauchen. Bei uns deutlich schneller als alle anderen Modelle
++ Sehr schlechte Anomalieerkennung
++ TAO bei uns deutlich schlechter als bei den Autoren nach VUS-PR
 + Beste erkannte Gruppe: 
 	+ nach AUC-PR:
-		+ 
+		+ YAHOO: 0.409909 (TAO: 0.167995)
 	+ nach VUS-PR:
-		+ (vgl. TAO 0.91)
+		+ TAO: 0.710584 (vgl. TAO 0.91; YAHOO: 0.381508)
 + Schlechteste erkannte Gruppe: 
 	+ nach AUC-PR: 
-		+ 
+		+ MGAB: 0.002209
 	+ nach VUS-PR:
-		+  (vgl. MGAB 0.00)
+		+ MGAB 0.004639 (vgl. MGAB 0.00)
 
 # Sub-LOF
 + Prozessor: CPU
diff --git a/docs/evaluation/groupedDataframes/AUC-PR_combined_by_group.csv b/docs/evaluation/groupedDataframes/AUC-PR_combined_by_group.csv
new file mode 100644
index 0000000..df1eb8d
--- /dev/null
+++ b/docs/evaluation/groupedDataframes/AUC-PR_combined_by_group.csv
@@ -0,0 +1,11 @@
+,Model,SVDB,Power,MGAB,Daphnet,WSD,SMAP,MSL,Exathlon,Stock,IOPS,UCR,YAHOO,NAB,LTDB,MITDB,SMD,TODS,SWaT,NEK,OPPORTUNITY,SED,TAO,CATSv2
+0,CNN,0.19710262016040547,0.0723996101568745,0.003854961812131611,0.3814990500329981,0.30312825425966844,0.3299309288297937,0.30703296485567955,0.6543096941901486,0.9293442608636605,0.2658893118021881,0.06947703302366708,0.5615618691240216,0.22334685517173777,0.3544623948216704,0.1601528087440646,0.565369591802724,0.3037856723254471,0.7387181088941073,0.6855731430154801,0.6191602168303323,0.029325049402745367,0.9948566473921369,0.4118939698305733
+0,IForest,0.3119364827416871,0.0739812238848341,0.004336120023749678,0.4965785621747466,0.04099291102913815,0.2993019518138772,0.38608540888302983,0.9628064611603744,0.14393995693030376,0.23156929513103078,0.059389091972092405,0.09272991506414939,0.3145868144981536,0.5213405915521423,0.16955657029296148,0.36923736187055917,0.07652134064844376,0.7024320276028485,0.630339411513941,0.7331529032690003,0.691483898843896,0.12581675403237186,0.1394155160045949
+0,KMeansAD_U,0.8090356381810129,0.507629476682699,0.08529855686124818,0.0364448974253113,0.14637226924693936,0.6489127043129476,0.37143817671367996,0.617689617530909,0.11447566194398832,0.06871545205888992,0.48720584604063366,0.6994439310340633,0.401504819120054,0.7658193255633926,0.5838081485697818,0.2609082130751905,0.4487028103262184,0.1111516911833987,0.3469725689956081,0.3653810197119157,0.7105752596393731,0.12914709845456196,0.4556114877404176
+0,LOF,0.04493994647519603,0.0862447643103002,0.002208833983716011,0.129509098249193,0.14191760711722487,0.18079700554505512,0.15122846324983763,0.2451059410575724,0.11206072684081272,0.11678669465120142,0.0489848149626439,0.4099090939695364,0.1448442788333725,0.20324070530989097,0.05162771249827228,0.18235312998281822,0.10081987259876368,0.1206834698967151,0.36356090912215866,0.15339581045465292,0.08219767855332698,0.1679948274250915,0.0715421233322276
+0,LSTMAD,0.12987864790676196,0.0647879297198734,0.04585981775047413,0.1322337577607795,0.20949249626949865,0.2788270775280182,0.23744155439224032,0.733874544363356,0.5192324559661586,0.3201945495278017,0.028041338054278185,0.4439573166657559,0.1533056834456119,0.27673530608030433,0.11306591669413261,0.5398904963082672,0.20567074108559213,0.7376946947277406,0.6674208880035603,0.5455348153510139,0.030497343412870064,0.9933974763498682,0.3580709697520762
+0,OmniAnomaly,0.4768352264302811,0.0646648482156372,0.015268247817355054,0.1920691814960085,0.251057174157317,0.38508194752955704,0.39428271688844074,0.8745189065767695,0.13364632394088924,0.36816289562529086,0.08523551844806315,0.1481883731109026,0.3322271540944519,0.4797110125580823,0.20699912890412075,0.5311401685436009,0.17236897672776852,0.7576872065528726,0.8361454306772048,0.6498671005600911,0.031663480582993765,0.344060221602637,0.4378677976960084
+0,PCA,0.5588963799777975,0.0788664308035282,0.027122742026965137,0.468647067072471,0.21654161409334477,0.4844163013142009,0.4933200185137532,0.9581020113822701,0.14842805522832,0.3728494779469234,0.1385328677464032,0.1171068241297201,0.48652829694101696,0.4894113142147856,0.3778533754675271,0.4958507799477434,0.12432056705472291,0.7567001273773122,0.891733187275396,0.9231919377778752,0.0209941892398622,0.1491442049585928,0.4747050350102691
+0,POLY,0.50600229760421,0.2037595305274893,0.008995606099947298,0.5368267899294596,0.42738732029834203,0.6048262003837879,0.629532587636957,0.844512912662751,0.14659009081554358,0.3328661662243327,0.15685006774098753,0.0753954175292419,0.5264388130929107,0.4553236691053208,0.3669341487796059,0.6393941543831635,0.2390237154249407,0.1231331999424481,0.7094581583655936,0.4206576520060393,0.03142142379603057,0.1405259120954581,0.4764337820823609
+0,Sub_KNN,0.5382699167825771,0.1601672827617932,0.32564999100566705,0.0338932937578225,0.044597067463582274,0.4538159096946783,0.313525013097462,0.563481394957596,0.0961032782898458,0.07059816232194295,0.2838297601145142,0.14444537624494838,0.31109955913147375,0.5898283428336337,0.500833656234517,0.16297042908781798,0.41064853826364733,0.1103758314980202,0.11917378259905748,0.2983959722264093,0.7074528685504887,0.10873282764385776,0.4821662398986781
+0,USAD,0.4592092425862558,0.0646645958264565,0.032096908715701186,0.1920565328650643,0.2402758256128196,0.27315882208579156,0.26725560751582494,0.8623584859187469,0.13357031995417967,0.40352305115361864,0.08839193854672213,0.11726577742217488,0.30030480702906,0.4613347441601701,0.20180998220768165,0.6657365297403594,0.1639152198541356,0.7574841555865873,0.8160210681956586,0.651234598743209,0.026230704465697034,0.3397807769750269,0.4816245755217306
diff --git a/docs/evaluation/groupedDataframes/VUS-PR_combined_by_group.csv b/docs/evaluation/groupedDataframes/VUS-PR_combined_by_group.csv
index 0fa2f2b..ad323dc 100644
--- a/docs/evaluation/groupedDataframes/VUS-PR_combined_by_group.csv
+++ b/docs/evaluation/groupedDataframes/VUS-PR_combined_by_group.csv
@@ -1,9 +1,11 @@
-,Model,IOPS,SMAP,YAHOO,UCR,Daphnet,TODS,NAB,SVDB,CATSv2,TAO,LTDB,MSL,Power,SWaT,MITDB,WSD,Exathlon,OPPORTUNITY,NEK,SED,MGAB,SMD,Stock
-0,CNN,0.20582640755044848,0.3368175788334636,0.5120964005826543,0.06544275611727057,0.3984561332333746,0.575941184620618,0.24809064327969454,0.1997846992126922,0.2882929464081713,0.9942696053962238,0.40617143072486417,0.34635004588200624,0.0754866098747693,0.6807482076261672,0.14363186026434818,0.22492161972936892,0.6577570780079647,0.6327991152012451,0.7148450524753189,0.058416114173648566,0.0069880026447859105,0.5450449067296064,0.9399247021670545
-0,KMeansAD_U,0.1079882871672322,0.6577379563617795,0.78182374346563,0.48682179418842214,0.0397474048677725,0.7392574120062714,0.42747718824263387,0.8113847695158117,0.2292684024148795,0.7479454637274009,0.8355528232967653,0.4415431287006482,0.5241664765771313,0.1115190303707684,0.5908924511486201,0.17306040829201394,0.6180514515785507,0.3518276749123187,0.3179274541052912,0.8952913367248847,0.03664497423359471,0.2545373617228621,0.7381976474065515
-0,LSTMAD,0.2130441268776781,0.273213536450389,0.4174161081456283,0.023292741312739982,0.1330800298859931,0.5222277602405662,0.17373197532380166,0.12748852543364644,0.3290558627970383,0.9950444582863889,0.32982840878783637,0.30512791043157395,0.0672501040011019,0.669824054008361,0.11239751245844268,0.13026969854826323,0.735253231133451,0.5637720546144361,0.6896972412727194,0.056562170107036035,0.02541916388299069,0.48394405976309657,0.8179595058481393
-0,OmniAnomaly,0.1928374569986444,0.4178519668986689,0.21978699689042347,0.08955150737058691,0.1230261153960334,0.5381935047574228,0.34200742217457203,0.445289118136039,0.2822817568231803,0.9300201627687462,0.5247628039733387,0.4280475527739124,0.0670900075295742,0.366250384309729,0.16346484655995386,0.15761230831578144,0.8763722516375352,0.6499305118412632,0.8583489172841368,0.055985189981857066,0.005586448237557389,0.47874214848138164,0.7716583853918693
-0,PCA,0.2603723461255518,0.5668421229644969,0.1637287767285993,0.1526782948310656,0.4415678196838903,0.5528774654894228,0.5113983091235315,0.5239841979223827,0.2324174649783961,0.8402761677661017,0.5348733977584581,0.5233099809194475,0.0796163424706734,0.3755116281521825,0.32352578503655105,0.15536603262796655,0.9591725273812642,0.9245164887480816,0.9291709818321476,0.030269609217551566,0.005551113652017667,0.4672566855173588,0.8253823808338303
-0,POLY,0.36505488384910495,0.7270794225766999,0.3076533188880135,0.19877971115578724,0.5195156603941771,0.5864932357832445,0.58411151200798,0.4455308354706224,0.232251680558134,0.8084529309725733,0.5105066913376546,0.7342443893083611,0.1222940559336612,0.1033636962969695,0.3204245599085764,0.5311097529528253,0.8479450729850164,0.4263263694845811,0.7648360444393737,0.040175651318865566,0.008268735555270955,0.6631912450676738,0.8053753836898458
-0,Sub_KNN,0.11652716789354169,0.5582867850000348,0.5020311037216072,0.32974766955827883,0.0351848897952167,0.7802797461321267,0.3414322714780459,0.5914836251513862,0.3547303318013108,0.6841191787952137,0.6923549140356251,0.3687456862707051,0.1665616569474886,0.1108500020039233,0.5489948037487509,0.08320386434254905,0.5624491502491966,0.29539772741997733,0.13290842186836746,0.882987455118878,0.23861305462798313,0.16380278316830532,0.6915117129467715
-0,USAD,0.19281537411048083,0.3022119484350021,0.19236639692499613,0.08443712894111184,0.122991565905646,0.5298426171179035,0.30830310589567134,0.435722376807082,0.4068306405403881,0.9289872260925759,0.5122662584098864,0.2952083391272381,0.0670897271132299,0.3659224082416971,0.15835735364914574,0.15594955683658498,0.864300862495465,0.6512690843155523,0.8272831680533905,0.053374299505158866,0.005403198063337867,0.6294041253579502,0.7716118184030186
+,Model,SVDB,Power,MGAB,Daphnet,WSD,SMAP,MSL,Exathlon,Stock,IOPS,UCR,YAHOO,NAB,LTDB,MITDB,SMD,TODS,SWaT,NEK,OPPORTUNITY,SED,TAO,CATSv2
+0,CNN,0.1997846992126922,0.0754866098747693,0.0069880026447859105,0.3984561332333746,0.22492161972936892,0.3368175788334636,0.34635004588200624,0.6577570780079647,0.9399247021670545,0.20582640755044848,0.06544275611727057,0.5120964005826543,0.24809064327969454,0.40617143072486417,0.14363186026434818,0.5450449067296064,0.575941184620618,0.6807482076261672,0.7148450524753189,0.6327991152012451,0.058416114173648566,0.9942696053962238,0.2882929464081713
+0,IForest,0.3073223626012233,0.0763734881882089,0.004379386516480511,0.5189053892717354,0.027486988072735103,0.32772652007428976,0.4487088378075529,0.9648356800808771,0.7358859795437948,0.1345180317161169,0.058772878606051945,0.13566389910342985,0.3421369664041377,0.5663593089308047,0.15904247331707733,0.3424058241109849,0.48738632960300915,0.3682300481513787,0.6497347597115171,0.7362636520011094,0.8072091746326211,0.7289704865874446,0.105174922263832
+0,KMeansAD_U,0.8113847695158117,0.5241664765771313,0.03664497423359471,0.0397474048677725,0.17306040829201394,0.6577379563617795,0.4415431287006482,0.6180514515785507,0.7381976474065515,0.1079882871672322,0.48682179418842214,0.78182374346563,0.42747718824263387,0.8355528232967653,0.5908924511486201,0.2545373617228621,0.7392574120062714,0.1115190303707684,0.3179274541052912,0.3518276749123187,0.8952913367248847,0.7479454637274009,0.2292684024148795
+0,LOF,0.05018881896775702,0.0905025385600026,0.004638573553949167,0.1348036345450808,0.1023455399207899,0.17249913092558428,0.1867000262952127,0.24033784675388556,0.7104868086713348,0.12365662810007907,0.05148903079187264,0.3815083295900898,0.16596623628732607,0.25644727824547736,0.05374869341290776,0.13498525799790392,0.4850789687207982,0.1211682396739051,0.39512958234640544,0.1591996538121128,0.11110536628014576,0.7105835188005747,0.0638260310723236
+0,LSTMAD,0.12748852543364644,0.0672501040011019,0.02541916388299069,0.1330800298859931,0.13026969854826323,0.273213536450389,0.30512791043157395,0.735253231133451,0.8179595058481393,0.2130441268776781,0.023292741312739982,0.4174161081456283,0.17373197532380166,0.32982840878783637,0.11239751245844268,0.48394405976309657,0.5222277602405662,0.669824054008361,0.6896972412727194,0.5637720546144361,0.056562170107036035,0.9950444582863889,0.3290558627970383
+0,OmniAnomaly,0.445289118136039,0.0670900075295742,0.005586448237557389,0.1230261153960334,0.15761230831578144,0.4178519668986689,0.4280475527739124,0.8763722516375352,0.7716583853918693,0.1928374569986444,0.08955150737058691,0.21978699689042347,0.34200742217457203,0.5247628039733387,0.16346484655995386,0.47874214848138164,0.5381935047574228,0.366250384309729,0.8583489172841368,0.6499305118412632,0.055985189981857066,0.9300201627687462,0.2822817568231803
+0,PCA,0.5239841979223827,0.0796163424706734,0.005551113652017667,0.4415678196838903,0.15536603262796655,0.5668421229644969,0.5233099809194475,0.9591725273812642,0.8253823808338303,0.2603723461255518,0.1526782948310656,0.1637287767285993,0.5113983091235315,0.5348733977584581,0.32352578503655105,0.4672566855173588,0.5528774654894228,0.3755116281521825,0.9291709818321476,0.9245164887480816,0.030269609217551566,0.8402761677661017,0.2324174649783961
+0,POLY,0.4455308354706224,0.1222940559336612,0.008268735555270955,0.5195156603941771,0.5311097529528253,0.7270794225766999,0.7342443893083611,0.8479450729850164,0.8053753836898458,0.36505488384910495,0.19877971115578724,0.3076533188880135,0.58411151200798,0.5105066913376546,0.3204245599085764,0.6631912450676738,0.5864932357832445,0.1033636962969695,0.7648360444393737,0.4263263694845811,0.040175651318865566,0.8084529309725733,0.232251680558134
+0,Sub_KNN,0.5914836251513862,0.1665616569474886,0.23861305462798313,0.0351848897952167,0.08320386434254905,0.5582867850000348,0.3687456862707051,0.5624491502491966,0.6915117129467715,0.11652716789354169,0.32974766955827883,0.5020311037216072,0.3414322714780459,0.6923549140356251,0.5489948037487509,0.16380278316830532,0.7802797461321267,0.1108500020039233,0.13290842186836746,0.29539772741997733,0.882987455118878,0.6841191787952137,0.3547303318013108
+0,USAD,0.435722376807082,0.0670897271132299,0.005403198063337867,0.122991565905646,0.15594955683658498,0.3022119484350021,0.2952083391272381,0.864300862495465,0.7716118184030186,0.19281537411048083,0.08443712894111184,0.19236639692499613,0.30830310589567134,0.5122662584098864,0.15835735364914574,0.6294041253579502,0.5298426171179035,0.3659224082416971,0.8272831680533905,0.6512690843155523,0.053374299505158866,0.9289872260925759,0.4068306405403881
diff --git a/docs/evaluation/groupedDataframes/auc_pr_combined_by_group.csv b/docs/evaluation/groupedDataframes/auc_pr_combined_by_group.csv
deleted file mode 100644
index 82cf143..0000000
--- a/docs/evaluation/groupedDataframes/auc_pr_combined_by_group.csv
+++ /dev/null
@@ -1,9 +0,0 @@
-,Model,IOPS,SMAP,YAHOO,UCR,Daphnet,TODS,NAB,SVDB,CATSv2,TAO,LTDB,MSL,Power,SWaT,MITDB,WSD,Exathlon,OPPORTUNITY,NEK,SED,MGAB,SMD,Stock
-0,CNN,0.2658893118021881,0.3299309288297937,0.5615618691240216,0.06947703302366708,0.3814990500329981,0.3037856723254471,0.22334685517173777,0.19710262016040547,0.4118939698305733,0.9948566473921369,0.3544623948216704,0.30703296485567955,0.0723996101568745,0.7387181088941073,0.1601528087440646,0.30312825425966844,0.6543096941901486,0.6191602168303323,0.6855731430154801,0.029325049402745367,0.003854961812131611,0.565369591802724,0.9293442608636605
-0,KMeansAD_U,0.06871545205888992,0.6489127043129476,0.6994439310340633,0.48720584604063366,0.0364448974253113,0.4487028103262184,0.401504819120054,0.8090356381810129,0.4556114877404176,0.12914709845456196,0.7658193255633926,0.37143817671367996,0.507629476682699,0.1111516911833987,0.5838081485697818,0.14637226924693936,0.617689617530909,0.3653810197119157,0.3469725689956081,0.7105752596393731,0.08529855686124818,0.2609082130751905,0.11447566194398832
-0,LSTMAD,0.3201945495278017,0.2788270775280182,0.4439573166657559,0.028041338054278185,0.1322337577607795,0.20567074108559213,0.1533056834456119,0.12987864790676196,0.3580709697520762,0.9933974763498682,0.27673530608030433,0.23744155439224032,0.0647879297198734,0.7376946947277406,0.11306591669413261,0.20949249626949865,0.733874544363356,0.5455348153510139,0.6674208880035603,0.030497343412870064,0.04585981775047413,0.5398904963082672,0.5192324559661586
-0,OmniAnomaly,0.36816289562529086,0.38508194752955704,0.1481883731109026,0.08523551844806315,0.1920691814960085,0.17236897672776852,0.3322271540944519,0.4768352264302811,0.4378677976960084,0.344060221602637,0.4797110125580823,0.39428271688844074,0.0646648482156372,0.7576872065528726,0.20699912890412075,0.251057174157317,0.8745189065767695,0.6498671005600911,0.8361454306772048,0.031663480582993765,0.015268247817355054,0.5311401685436009,0.13364632394088924
-0,PCA,0.3728494779469234,0.4844163013142009,0.1171068241297201,0.1385328677464032,0.468647067072471,0.12432056705472291,0.48652829694101696,0.5588963799777975,0.4747050350102691,0.1491442049585928,0.4894113142147856,0.4933200185137532,0.0788664308035282,0.7567001273773122,0.3778533754675271,0.21654161409334477,0.9581020113822701,0.9231919377778752,0.891733187275396,0.0209941892398622,0.027122742026965137,0.4958507799477434,0.14842805522832
-0,POLY,0.3328661662243327,0.6048262003837879,0.0753954175292419,0.15685006774098753,0.5368267899294596,0.2390237154249407,0.5264388130929107,0.50600229760421,0.4764337820823609,0.1405259120954581,0.4553236691053208,0.629532587636957,0.2037595305274893,0.1231331999424481,0.3669341487796059,0.42738732029834203,0.844512912662751,0.4206576520060393,0.7094581583655936,0.03142142379603057,0.008995606099947298,0.6393941543831635,0.14659009081554358
-0,Sub_KNN,0.07059816232194295,0.4538159096946783,0.14444537624494838,0.2838297601145142,0.0338932937578225,0.41064853826364733,0.31109955913147375,0.5382699167825771,0.4821662398986781,0.10873282764385776,0.5898283428336337,0.313525013097462,0.1601672827617932,0.1103758314980202,0.500833656234517,0.044597067463582274,0.563481394957596,0.2983959722264093,0.11917378259905748,0.7074528685504887,0.32564999100566705,0.16297042908781798,0.0961032782898458
-0,USAD,0.40352305115361864,0.27315882208579156,0.11726577742217488,0.08839193854672213,0.1920565328650643,0.1639152198541356,0.30030480702906,0.4592092425862558,0.4816245755217306,0.3397807769750269,0.4613347441601701,0.26725560751582494,0.0646645958264565,0.7574841555865873,0.20180998220768165,0.2402758256128196,0.8623584859187469,0.651234598743209,0.8160210681956586,0.026230704465697034,0.032096908715701186,0.6657365297403594,0.13357031995417967
diff --git a/src/group_evaluation/create_combined_dataframe_with_metrics_and_plot.ipynb b/src/group_evaluation/create_combined_dataframe_with_metrics_and_plot.ipynb
new file mode 100644
index 0000000..04eaba1
--- /dev/null
+++ b/src/group_evaluation/create_combined_dataframe_with_metrics_and_plot.ipynb
@@ -0,0 +1,9228 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import plotly.express as px\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found:  CNN.csv\n",
+      "Not correct file type:  groupedDataframes\n",
+      "Found:  IForest.csv\n",
+      "Found:  KMeansAD_U.csv\n",
+      "Found:  LOF.csv\n",
+      "Found:  LSTMAD.csv\n",
+      "Found:  OmniAnomaly.csv\n",
+      "Found:  PCA.csv\n",
+      "Found:  POLY.csv\n",
+      "Found:  Sub_KNN.csv\n",
+      "Not correct file type:  temp\n",
+      "Found:  USAD.csv\n",
+      "Not correct file type:  Vergleich der Ergebnisse.md\n"
+     ]
+    }
+   ],
+   "source": [
+    "path = '../../docs/evaluation/'\n",
+    "idx = 0\n",
+    "for file in os.listdir(path):\n",
+    "    suffix = file.split('.')\n",
+    "    if len(suffix) < 2 or suffix[1] != 'csv':\n",
+    "        print('Not correct file type: ', file)\n",
+    "        continue\n",
+    "    else:\n",
+    "        print('Found: ', file)\n",
+    "        if idx == 0:\n",
+    "            df = pd.read_csv(path+file)\n",
+    "            if 'Unnamed: 0' in df.columns:\n",
+    "                df = df.drop(columns=['Unnamed: 0'])\n",
+    "            df['Model'] = suffix[0]\n",
+    "        else: \n",
+    "            df_temp = pd.read_csv(path+file)\n",
+    "            if 'Unnamed: 0' in df.columns:\n",
+    "                df_temp = df_temp.drop(columns=['Unnamed: 0'])\n",
+    "            df_temp['Model'] = suffix[0]\n",
+    "            df = pd.concat([df,df_temp])\n",
+    "    idx += 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>params</th>\n",
+       "      <th>file_name</th>\n",
+       "      <th>duration</th>\n",
+       "      <th>group</th>\n",
+       "      <th>point anomaly</th>\n",
+       "      <th>seq anomaly</th>\n",
+       "      <th>AUC-PR</th>\n",
+       "      <th>AUC-ROC</th>\n",
+       "      <th>VUS-PR</th>\n",
+       "      <th>VUS-ROC</th>\n",
+       "      <th>Standard-F1</th>\n",
+       "      <th>PA-F1</th>\n",
+       "      <th>Event-based-F1</th>\n",
+       "      <th>R-based-F1</th>\n",
+       "      <th>Affiliation-F</th>\n",
+       "      <th>Recall</th>\n",
+       "      <th>Precision</th>\n",
+       "      <th>Model</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>{'window_size': 50, 'lr': 0.0008}</td>\n",
+       "      <td>001_NAB_id_1_Facility_tr_1007_1st_2014.csv</td>\n",
+       "      <td>1.413541</td>\n",
+       "      <td>NAB</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>0.132832</td>\n",
+       "      <td>0.486090</td>\n",
+       "      <td>0.128123</td>\n",
+       "      <td>0.490971</td>\n",
+       "      <td>0.156834</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.359576</td>\n",
+       "      <td>0.975131</td>\n",
+       "      <td>0.026239</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>CNN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>{'window_size': 150, 'lr': 0.0008}</td>\n",
+       "      <td>002_NAB_id_2_WebService_tr_1500_1st_4106.csv</td>\n",
+       "      <td>3.803895</td>\n",
+       "      <td>NAB</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.281681</td>\n",
+       "      <td>0.677980</td>\n",
+       "      <td>0.284299</td>\n",
+       "      <td>0.697935</td>\n",
+       "      <td>0.378868</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.336235</td>\n",
+       "      <td>0.988203</td>\n",
+       "      <td>0.028257</td>\n",
+       "      <td>0.818182</td>\n",
+       "      <td>CNN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>{'window_size': 150, 'lr': 5e-05}</td>\n",
+       "      <td>003_NAB_id_3_WebService_tr_1362_1st_1462.csv</td>\n",
+       "      <td>3.613276</td>\n",
+       "      <td>NAB</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>0.150401</td>\n",
+       "      <td>0.637695</td>\n",
+       "      <td>0.148660</td>\n",
+       "      <td>0.643420</td>\n",
+       "      <td>0.284398</td>\n",
+       "      <td>0.999672</td>\n",
+       "      <td>0.933333</td>\n",
+       "      <td>0.327012</td>\n",
+       "      <td>0.945860</td>\n",
+       "      <td>0.009192</td>\n",
+       "      <td>0.700000</td>\n",
+       "      <td>CNN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>{'window_size': 150, 'lr': 0.0005}</td>\n",
+       "      <td>004_NAB_id_4_Facility_tr_1007_1st_1437.csv</td>\n",
+       "      <td>2.326613</td>\n",
+       "      <td>NAB</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.503726</td>\n",
+       "      <td>0.717905</td>\n",
+       "      <td>0.506238</td>\n",
+       "      <td>0.730650</td>\n",
+       "      <td>0.507038</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.337469</td>\n",
+       "      <td>0.975070</td>\n",
+       "      <td>0.007463</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>CNN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>{'window_size': 100, 'lr': 0.001}</td>\n",
+       "      <td>005_NAB_id_5_Traffic_tr_594_1st_1645.csv</td>\n",
+       "      <td>0.951704</td>\n",
+       "      <td>NAB</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>0.109550</td>\n",
+       "      <td>0.484873</td>\n",
+       "      <td>0.109302</td>\n",
+       "      <td>0.492552</td>\n",
+       "      <td>0.185858</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.337989</td>\n",
+       "      <td>0.974568</td>\n",
+       "      <td>0.042017</td>\n",
+       "      <td>0.232558</td>\n",
+       "      <td>CNN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                               params  \\\n",
+       "0   {'window_size': 50, 'lr': 0.0008}   \n",
+       "1  {'window_size': 150, 'lr': 0.0008}   \n",
+       "2   {'window_size': 150, 'lr': 5e-05}   \n",
+       "3  {'window_size': 150, 'lr': 0.0005}   \n",
+       "4   {'window_size': 100, 'lr': 0.001}   \n",
+       "\n",
+       "                                      file_name  duration group  \\\n",
+       "0    001_NAB_id_1_Facility_tr_1007_1st_2014.csv  1.413541   NAB   \n",
+       "1  002_NAB_id_2_WebService_tr_1500_1st_4106.csv  3.803895   NAB   \n",
+       "2  003_NAB_id_3_WebService_tr_1362_1st_1462.csv  3.613276   NAB   \n",
+       "3    004_NAB_id_4_Facility_tr_1007_1st_1437.csv  2.326613   NAB   \n",
+       "4      005_NAB_id_5_Traffic_tr_594_1st_1645.csv  0.951704   NAB   \n",
+       "\n",
+       "   point anomaly  seq anomaly    AUC-PR   AUC-ROC    VUS-PR   VUS-ROC  \\\n",
+       "0          False         True  0.132832  0.486090  0.128123  0.490971   \n",
+       "1          False        False  0.281681  0.677980  0.284299  0.697935   \n",
+       "2          False         True  0.150401  0.637695  0.148660  0.643420   \n",
+       "3          False        False  0.503726  0.717905  0.506238  0.730650   \n",
+       "4          False        False  0.109550  0.484873  0.109302  0.492552   \n",
+       "\n",
+       "   Standard-F1     PA-F1  Event-based-F1  R-based-F1  Affiliation-F    Recall  \\\n",
+       "0     0.156834  1.000000        1.000000    0.359576       0.975131  0.026239   \n",
+       "1     0.378868  1.000000        1.000000    0.336235       0.988203  0.028257   \n",
+       "2     0.284398  0.999672        0.933333    0.327012       0.945860  0.009192   \n",
+       "3     0.507038  1.000000        1.000000    0.337469       0.975070  0.007463   \n",
+       "4     0.185858  1.000000        1.000000    0.337989       0.974568  0.042017   \n",
+       "\n",
+       "   Precision Model  \n",
+       "0   1.000000   CNN  \n",
+       "1   0.818182   CNN  \n",
+       "2   0.700000   CNN  \n",
+       "3   1.000000   CNN  \n",
+       "4   0.232558   CNN  "
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(3970, 18)"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Model\n",
+       "CNN            397\n",
+       "IForest        397\n",
+       "KMeansAD_U     397\n",
+       "LOF            397\n",
+       "LSTMAD         397\n",
+       "OmniAnomaly    397\n",
+       "PCA            397\n",
+       "POLY           397\n",
+       "Sub_KNN        397\n",
+       "USAD           397\n",
+       "Name: count, dtype: int64"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df['Model'].value_counts()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "colors = {\n",
+    "    'CNN': 'deepskyblue',\n",
+    "    'IForest':'darkmagenta' ,\n",
+    "    'KMeansAD_U': 'darkseagreen' ,\n",
+    "    'LOF':'darksalmon',#'darkgoldenrod',\n",
+    "    'LSTMAD': 'blueviolet' ,\n",
+    "    'OmniAnomaly': 'slateblue',\n",
+    "    'PCA': 'yellowgreen',\n",
+    "    'POLY': 'lightskyblue',\n",
+    "    'Sub_KNN': 'firebrick',#'gold' ,\n",
+    "    'USAD': 'mediumpurple',\n",
+    "    'Sub_LOF':'firebrick' ,\n",
+    "    'KShapeAD': 'darksalmon' ,\n",
+    "    'OCSVM': 'darkorange'\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\desiw\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\plotly\\express\\_core.py:1985: FutureWarning:\n",
+      "\n",
+      "When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
+       "data": [
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "KMeansAD_U",
+         "marker": {
+          "color": "darkseagreen"
+         },
+         "name": "KMeansAD_U",
+         "notched": false,
+         "offsetgroup": "KMeansAD_U",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U",
+          "KMeansAD_U"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.1377188778121429,
+          0.2417521974599256,
+          0.090039435949255,
+          0.4148590179690039,
+          0.0792803461530236,
+          0.8337712091718541,
+          0.087470595116442,
+          0.732548588209181,
+          0.0917670388376079,
+          0.4417607810905954,
+          0.0657171331667825,
+          0.999201353950861,
+          0.054028952573904,
+          0.5398504466216161,
+          0.9999962075530374,
+          0.099184850465843,
+          0.9861127990917792,
+          0.0840167705065598,
+          0.3197853969822306,
+          0.999956206997758,
+          0.3752698969653408,
+          0.1381364188568528,
+          0.6784644529205412,
+          0.9304485756077384,
+          0.0991621287186303,
+          0.0751206023497892,
+          0.071882463173624,
+          0.574832191089591,
+          0.513991347476856,
+          0.0041175383041028,
+          0.003047438829517,
+          0.0112051762846078,
+          0.0959872509195031,
+          0.0059481561151556,
+          0.0001969825598756,
+          0.0066272638247151,
+          0.0119670176039807,
+          0.3722968501041129,
+          0.0002516556317244,
+          0.3150272452173393,
+          0.2613772261284707,
+          0.2202934633713703,
+          0.0101645475802757,
+          0.1087411003466967,
+          0.3453663065567726,
+          0.3215346146168199,
+          0.0110705555922219,
+          0.1695070570444266,
+          0.0005243380685783,
+          0.1831432156799828,
+          0.0394786638312968,
+          0.6251347963614576,
+          0.0223069231236238,
+          0.994088781007529,
+          0.4413697791545836,
+          0.0158270074233201,
+          0.0411503358213168,
+          0.4098452836312287,
+          0.9787448891620546,
+          0.0370576578445675,
+          0.1861701002328251,
+          0.2386897561456944,
+          0.0599969239665417,
+          0.0792878790112964,
+          0.1776760489141548,
+          0.0595159358897262,
+          0.0668209490800144,
+          0.0649013122852815,
+          0.0681356905812906,
+          0.2081073766855252,
+          0.1687877853120529,
+          0.1915267177139996,
+          0.0364448974253113,
+          0.8639895893211982,
+          0.899847086104149,
+          0.3923112067287297,
+          0.2781780998536663,
+          0.0061601698301186,
+          0.3723568466924682,
+          0.9601262585613496,
+          0.897495931466575,
+          0.3852141412625127,
+          0.1180224159550357,
+          0.6219675852663322,
+          0.0945999534128362,
+          0.1151061752092595,
+          0.9884556505391568,
+          0.1306742555151536,
+          0.0257609485991425,
+          0.019419939040246,
+          0.0683205115126654,
+          0.4893987414191961,
+          0.1161794341178406,
+          0.0882758207985643,
+          0.0189596496591193,
+          0.0133875372682802,
+          0.9998852104423944,
+          0.0060027071857943,
+          0.9905854833766946,
+          0.0921021149620042,
+          0.0972629861588532,
+          0.7003224371154384,
+          0.9972451453485954,
+          0.0091947373060175,
+          0.1019681118591893,
+          0.1093886723419406,
+          0.0346900778138873,
+          0.027322869176797,
+          0.9787998017074396,
+          0.047946024686652,
+          0.2429148571521453,
+          0.0280055821346009,
+          0.0095465121525899,
+          0.9802653162198944,
+          0.0049134017813612,
+          0.02688028958986,
+          0.0057690265542485,
+          0.120678070481186,
+          0.009079901734315,
+          0.8019939165180815,
+          0.7050302973081884,
+          0.7608766790238661,
+          0.896512311673201,
+          0.3519383062570874,
+          0.6604227242893354,
+          0.9359533095064888,
+          0.9607484564510128,
+          0.8188979290432716,
+          0.1019562501333407,
+          0.0606896777128259,
+          0.048492618373246,
+          0.0359996430912645,
+          0.1190599854248077,
+          0.0733960458271153,
+          0.0852665069909586,
+          0.1026154211357273,
+          0.1402108630619477,
+          0.6974098311811613,
+          0.77035248665801,
+          0.6639634610789479,
+          0.9084273476041462,
+          0.9978409642437462,
+          0.8797953533079003,
+          0.7633001558277935,
+          0.9976253246188213,
+          0.7988269919274782,
+          0.897786458846991,
+          0.8903829629987423,
+          0.8909322358972054,
+          0.3824912983448997,
+          0.7411423819779809,
+          0.9190500008603848,
+          0.5926174907768802,
+          0.9021830854374022,
+          0.9859156766323685,
+          0.7928714410915967,
+          0.942205051637928,
+          0.7496024605329966,
+          0.3380950342042669,
+          0.8096210468507266,
+          0.1436327832229217,
+          0.1773314079310878,
+          0.0664771042096764,
+          0.0005077446973071,
+          0.1225470182203135,
+          0.0742699141579276,
+          0.0103223429295346,
+          0.0112246589340275,
+          0.1283396405383151,
+          0.018060590304247,
+          0.0505527440244272,
+          0.1568408518457376,
+          0.0053994699705866,
+          0.0206083493146478,
+          0.2865597712677772,
+          0.020137131431547,
+          0.0052910538500404,
+          0.0425288252978375,
+          0.1181784970512486,
+          0.0967940811656063,
+          0.0997210341859596,
+          0.2404006723518922,
+          0.6413581128339518,
+          0.5774327540591875,
+          0.0697481460205957,
+          0.2567891286979272,
+          0.5796151300771588,
+          0.2661709602932666,
+          0.3915171824405334,
+          0.4556114877404176,
+          0.0933607041227114,
+          0.704795562638925,
+          0.2149498846944487,
+          0.6774010702786972,
+          0.0818700589759466,
+          0.0767366440559038,
+          0.2485916128977514,
+          0.7431168462201124,
+          0.7458872699497353,
+          0.1136392205342611,
+          0.2156744218802546,
+          0.712291359665378,
+          0.5030631978181752,
+          0.9376182844085996,
+          0.6615460167523756,
+          0.507629476682699,
+          0.039932055482737,
+          0.9995169082125605,
+          0.0005199781689744,
+          1,
+          0.0894636778395973,
+          0.1787278165847597,
+          0.0443664210141159,
+          0.9996917950853812,
+          0.2606405491729746,
+          0.977934799801107,
+          0.1635888124416568,
+          0.0002800336040324,
+          0.1317499061226547,
+          0.0016686121089815,
+          0.9701172698091768,
+          0.0316949005600766,
+          0.9652130393431976,
+          0.00003916960438699569,
+          0.0536788833002699,
+          0.5551820577642064,
+          0.4052108070010883,
+          0.0004586324540702,
+          0.0009947999483304,
+          0.0188421601333746,
+          0.9804878726441651,
+          0.982145390486909,
+          0.932455391025204,
+          0.7672525584378744,
+          0.0449510124262465,
+          0.0188599283787199,
+          0.9442452710045004,
+          0.989574423834205,
+          1,
+          0.1024153836104679,
+          0.9364953905907364,
+          0.9995748299319728,
+          0.9065022870864784,
+          0.0078125,
+          0.9904060485390552,
+          0.2955800887542816,
+          0.9474353628067804,
+          0.9987326388888887,
+          0.969101024270882,
+          0.9637640789185332,
+          0.9932822142396612,
+          0.9322312994112054,
+          0.0084646424921711,
+          0.9994875884665286,
+          0.1173586057604706,
+          0.017287497624745,
+          0.1638314236697219,
+          0.8574140096645094,
+          1.0000000000000002,
+          0.000020758085274214305,
+          0.1330283082635198,
+          0.9263888888888888,
+          0.991976211891924,
+          0.0589236407002437,
+          0.9508410334666608,
+          0.0420638845471939,
+          0.9495492709163956,
+          0.0013441823870805,
+          1,
+          0.9358974358974358,
+          0.0463928908915591,
+          0.9983333333333332,
+          0.006060606060606,
+          0.7645910235671691,
+          0.0841885387303669,
+          0.1236673463907113,
+          0.05505516976568,
+          0.012668684929926,
+          0.1324581424586478,
+          0.0294475054729897,
+          0.990565493712316,
+          0.0375201002076144,
+          0.9709591168484492,
+          0.133990041258909,
+          0.4466537522827887,
+          0.9974951519069168,
+          0.0506706704019092,
+          0.9915361312413812,
+          0.024408395584876,
+          0.905202725814885,
+          0.012156299887598,
+          0.9992329375195232,
+          0.66447393538174,
+          0.9989919354838708,
+          0.9986577738389332,
+          0.980451572525381,
+          0.0058011701591767,
+          0.9153933801299085,
+          0.3126649655516317,
+          0.9692051168723402,
+          0.9513963092557844,
+          0.1111516911833987,
+          1,
+          1,
+          0.7708333333333333,
+          0.3358931095260798,
+          1,
+          1,
+          0.5476190476190477,
+          0.6583333333333333,
+          0.4114379608853034,
+          0.4020512867175308,
+          1,
+          1,
+          1,
+          1,
+          0.9265910450877556,
+          1,
+          1,
+          0.5,
+          1,
+          0.5,
+          1,
+          1,
+          0.2666666666666666,
+          1,
+          0.0061132561132561,
+          0.2621375661375661,
+          0.1245715641879323,
+          0.6428571428571428,
+          0.010204081632653,
+          1,
+          1,
+          1,
+          0.0416666666666666,
+          1,
+          0.0735615254279503,
+          0.9811799326171576,
+          0.8053663405012904,
+          0.7601898841028183,
+          0.3975519462154492,
+          0.7999558602086154,
+          0.761379805397162,
+          0.1917991301531011,
+          0.8346933213786584,
+          0.2465989072865504,
+          0.8637665654946556,
+          0.6443341095341122,
+          0.1223795839023794,
+          0.8151237928234526,
+          0.5163585521260834,
+          0.7754056676575634,
+          0.7987546262493287,
+          0.6100867677906159,
+          0.8009410818527528,
+          0.7628452400278872,
+          0.2004408984922405,
+          0.9232191523640646,
+          0.6228467592357317,
+          0.1927464000794766,
+          0.7234992624636032,
+          0.6312860892385526,
+          0.9375739923453682,
+          0.7138491502513313,
+          0.0442181774939733,
+          0.8447036526675336,
+          0.1925148205985516,
+          0.7532126337558179,
+          0.4972456566832097,
+          0.5515345991189669,
+          0.102150136418326,
+          0.22486641032253,
+          0.1876837955951102,
+          0.4597180667772114,
+          0.4139716556681343,
+          0.0152753040772744,
+          0.1463127569401554,
+          0.024021786754095,
+          0.645213646017059,
+          0.4326795546529036,
+          0.9086994628890784,
+          0.3659267280718108,
+          0.3368572346599318,
+          0.5685230110863472,
+          0.2368080837897938,
+          0.8687992191970476,
+          0.157945819593673,
+          0.8504007643400575,
+          0.1559567404041475,
+          0.6218992052640148,
+          0.1029676950737236,
+          0.2586536577107139,
+          0.1206378132360093,
+          0.6636159698423023,
+          0.092671895641685,
+          0.5380088211620414,
+          0.1788687176294952
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "PCA",
+         "marker": {
+          "color": "yellowgreen"
+         },
+         "name": "PCA",
+         "notched": false,
+         "offsetgroup": "PCA",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA",
+          "PCA"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.2782375358804503,
+          0.5319205574899937,
+          0.223189975130421,
+          0.4799046867634876,
+          0.1519338042978983,
+          0.3329041175403799,
+          0.938148362986782,
+          0.8267157367457951,
+          0.2404794987800754,
+          0.4860973672290578,
+          0.987201979604758,
+          0.1069320586318725,
+          0.9710409781767751,
+          0.3583732904448048,
+          0.0815838930922558,
+          0.6751410366138297,
+          0.6242601828513599,
+          0.1532622444049186,
+          0.4525716155807384,
+          0.1089553610080633,
+          0.1502522355077001,
+          0.4701777295691245,
+          0.8441687228394898,
+          0.8665523726227824,
+          0.1451974719029274,
+          0.2826874567885972,
+          0.9720544913809804,
+          0.8828475504831566,
+          0.0052835203964405,
+          0.0011555385010464,
+          0.948956953938254,
+          0.4414367776345641,
+          0.003513136231111,
+          0.000431314625587,
+          0.4128779717015011,
+          0.6179903868308652,
+          0.0095260984620467,
+          0.0027494041998754,
+          0.5668440635591797,
+          0.013495257229564,
+          0.0334670576311473,
+          0.006626737641036,
+          0.4427825997203966,
+          0.0195669325316206,
+          0.0018632628340269,
+          0.003863107090682,
+          0.8451955219617345,
+          0.0045184865654182,
+          0.0031885833050671,
+          0.0083764497031202,
+          0.2560015023263964,
+          0.0047370424809225,
+          0.7590926452320165,
+          0.9510400844116302,
+          0.5495804702858306,
+          0.1171238054239866,
+          0.999827132211677,
+          0.0141318299337669,
+          0.0810644243477656,
+          0.8503004603683535,
+          0.0957092778563054,
+          0.7811026817844621,
+          0.0677266728908392,
+          0.1157513612384346,
+          0.1744218699114327,
+          0.0666066751434921,
+          0.2207279282589015,
+          0.085879553096223,
+          0.1969479240366338,
+          0.2069223795636334,
+          0.1667541778951062,
+          0.1825420102485037,
+          0.468647067072471,
+          0.078451816544022,
+          0.8059563108529928,
+          0.0178959428139443,
+          0.1507777530119684,
+          0.4880087365614101,
+          0.3050133605973146,
+          0.8320851308395023,
+          0.3446379525190622,
+          0.0220212645532496,
+          0.0175379584280567,
+          0.9370286902087954,
+          0.6961867318495194,
+          0.0071269794568705,
+          0.068014594976413,
+          0.5123263812238832,
+          0.6760319342337666,
+          0.7827519686863732,
+          0.4212666499509276,
+          0.4905330236110928,
+          0.6584253585779382,
+          0.6760427023604729,
+          0.8282735125443723,
+          0.9746830653811674,
+          0.0153691033049883,
+          0.8902979244633967,
+          0.2948183569404009,
+          0.0069127845600947,
+          0.6874880267264082,
+          0.8348379883559753,
+          0.5956999402067911,
+          0.930847988085623,
+          0.0067003922988421,
+          0.0022946138213774,
+          0.7315232243568999,
+          0.6534559309798793,
+          0.1132255317000148,
+          0.0022809950321001,
+          0.1010660331099212,
+          0.6676377846391301,
+          0.8133682893795908,
+          0.1058091112844716,
+          0.9302221892452632,
+          0.9352630348115476,
+          0.932888660398172,
+          0.0175391573863234,
+          0.8045317608841378,
+          0.1351338433884419,
+          0.165615374902141,
+          0.133135617657587,
+          0.8314294074844796,
+          0.8444294234400469,
+          0.3913349661040449,
+          0.9395362703951824,
+          0.2708916512750706,
+          0.6931952732860769,
+          0.0027454729370578,
+          0.0024267754211718,
+          0.0135619757245282,
+          0.0105601764869557,
+          0.0220247901011325,
+          0.102299737218734,
+          0.0086167964542826,
+          0.0422482179692221,
+          0.0396207359296015,
+          0.0246395130901499,
+          0.0196069871569603,
+          0.0187360674724764,
+          0.9559292524404096,
+          0.8903665595053488,
+          0.5302490091520617,
+          0.4898009183582106,
+          0.8132711886887715,
+          0.7036081536355089,
+          0.3010084298133894,
+          0.5437246649504163,
+          0.7885896389838972,
+          0.0684909197709052,
+          0.6553361381551087,
+          0.6237913424545045,
+          0.6214969751146063,
+          0.5942958674254468,
+          0.8859844894534021,
+          0.1446116100001482,
+          0.5936418876923228,
+          0.2942966933720295,
+          0.4176407369705096,
+          0.2617931236189526,
+          0.1265767782718821,
+          0.1759709677785628,
+          0.1448848688253334,
+          0.9202110052493684,
+          0.0007316098871789,
+          0.565784335283503,
+          0.3357222793766726,
+          0.0716404502572597,
+          0.8402482606706013,
+          0.739547431336298,
+          0.0220577983810006,
+          0.3702885955277499,
+          0.7853431220968412,
+          0.0081322676250716,
+          0.0319748979151741,
+          0.5604927415891732,
+          0.0146122019328558,
+          0.4245016636782269,
+          0.0304033603536584,
+          0.6167491039370644,
+          0.9906842494643904,
+          0.7651267215343502,
+          0.9867374201207088,
+          0.8969602359498117,
+          0.9987373737373736,
+          0.4791599800386409,
+          0.9685171888806688,
+          0.9796353896333214,
+          0.9600401261192972,
+          0.4747050350102691,
+          0.0927935813862355,
+          0.1517185043403249,
+          0.1508451074764047,
+          0.0984454648508168,
+          0.0500408871026113,
+          0.0588540224020717,
+          0.1626807088493869,
+          0.1979742094005561,
+          0.071853840050285,
+          0.1298001529573637,
+          0.066360077982293,
+          0.1428420273142446,
+          0.0895339907436001,
+          0.3449026555397576,
+          0.0561632754248917,
+          0.0788664308035282,
+          0.0531037385913294,
+          0.0989403710192616,
+          0.0025431021393339,
+          0.8742765394583768,
+          0.0024628407698008,
+          0.010153258631693,
+          0.5723633817920434,
+          0.2994603029880807,
+          0.0014030192305693,
+          0.6740099832163938,
+          0.0186823299923427,
+          0.000014475550794707738,
+          0.1073423355289724,
+          0.0020017407452724,
+          0.0024313924047537,
+          0.0178687679357957,
+          0.6110885944793627,
+          0.00001600870873755323,
+          0.0027341550372667,
+          0.2747731452453403,
+          0.0032391771766136,
+          0.0018517578610866,
+          0.0004337055364583,
+          0.0010338823165874,
+          0.141472401009333,
+          0.0310145499037263,
+          0.5593157779726114,
+          0.0206502868991475,
+          0.0236554903108231,
+          0.0088827120683913,
+          0.905095739830986,
+          0.0048039855870029,
+          0.008325059371857,
+          0.0324435176886356,
+          0.0274051244195342,
+          0.0229566086482273,
+          0.0189875665107046,
+          0.0004570383912248,
+          0.9977980716835378,
+          0.5309004645316764,
+          0.0103961214714373,
+          0.0122145722037828,
+          0.5955369052891585,
+          0.6151876866141042,
+          0.0170935058179482,
+          0.8988513445425055,
+          0.0080132831749849,
+          0.2698922042075044,
+          0.0022797659326705,
+          0.0060851397893695,
+          0.0039678596137338,
+          0.0038675483312459,
+          0.0015169683213271,
+          0.0000262501640635254,
+          0.018308816471984,
+          0.0007786273727302,
+          0.926263661709026,
+          0.0003849943594856,
+          0.004342537949609,
+          0.0184406812229981,
+          0.0050395464983804,
+          0.0046550217929243,
+          0.0022231207824646,
+          0.001156033319142,
+          0.0053309250033189,
+          0.0024474155819239,
+          0.0004651162790697,
+          0.0069145808466965,
+          0.0062419159352242,
+          0.0268089506386292,
+          0.0339166849649717,
+          0.0021910765766547,
+          0.0018290214370025,
+          0.0066467554417367,
+          0.0265148114080726,
+          0.016276096477074,
+          0.6224892771396484,
+          0.2149263581155967,
+          1,
+          0.3798678840831252,
+          0.9410293813884578,
+          0.0221899802605454,
+          0.99998738042957,
+          0.9490836107748843,
+          0.0059286112719394,
+          0.6034546587239668,
+          0.8084033118687631,
+          0.2989912673718888,
+          0.4519235563530701,
+          0.0076682475042447,
+          0.3590701370993838,
+          0.0077042080649544,
+          0.701465559360925,
+          0.0037749242641298,
+          0.8259513708947225,
+          0.7567001273773122,
+          0.0028248587570621,
+          0.0009842519685039,
+          0.0021616725458044,
+          0.964523423229746,
+          0.0034965034965034,
+          0.0010266940451745,
+          0.058080808080808,
+          0.002912030341485,
+          0.0061546324901551,
+          0.0226890428934777,
+          0.0017953321364452,
+          0.0119047619047619,
+          0.0029585798816568,
+          0.0008496176720475,
+          0.1310682476216577,
+          0.0009615384615384,
+          0.0333333333333333,
+          1,
+          0.0009643201542912,
+          0.0009267840593141,
+          0.0031055900621118,
+          0.0009496676163342,
+          0.5062893081761006,
+          0.0014577259475218,
+          0.1454545454545454,
+          0.0487233898972333,
+          0.9746726306047186,
+          0.0013953514594342,
+          0.0008992805755395,
+          0.0015676209755157,
+          0.0012360939431396,
+          0.0007485029940119,
+          0.0034602076124567,
+          0.0061349693251533,
+          0.1530275268226206,
+          0.996504947110848,
+          0.9879010755873784,
+          0.998586415795415,
+          0.9370327274473956,
+          0.9879010755873784,
+          0.998586415795415,
+          0.9367212000711156,
+          0.8591416858921752,
+          0.999288636239702,
+          0.9982304882015554,
+          0.8958846618252223,
+          0.9994691179872992,
+          0.8591416858921752,
+          0.9999028200173194,
+          0.9864471672234734,
+          0.9879010755873784,
+          0.8958846618252223,
+          0.9864471672234734,
+          0.9292488173447592,
+          0.9367212000711156,
+          0.992784359440102,
+          0.8958846618252223,
+          0.9367212000711156,
+          0.998586415795415,
+          0.8958846618252223,
+          0.9850923179577218,
+          0.998586415795415,
+          0.9986360375648524,
+          0.8591416858921752,
+          0.9367212000711156,
+          0.9864471672234734,
+          0.9978351980449978,
+          0.9971981519721512,
+          0.993523491494833,
+          0.9922844454705784,
+          0.9008039894203832,
+          0.9617454989098336,
+          0.9565034190931634,
+          0.8078339275586104,
+          0.9999142818564218,
+          0.9664612259603524,
+          0.0181119961936284,
+          0.9956243176818076,
+          0.9991838788177576,
+          0.9954159499535966,
+          0.4999148104164765,
+          0.9646168640707576,
+          0.931367410075806,
+          0.99959126282563,
+          0.9984413243538892,
+          0.9981626247598668,
+          0.9976699021395002,
+          0.9917811364108458,
+          0.9968654029759284,
+          0.9658794268835782,
+          0.9956857816726894,
+          0.9975868438734424,
+          0.95215527745571,
+          0.9888100245704302,
+          0.9862415909128404
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "POLY",
+         "marker": {
+          "color": "lightskyblue"
+         },
+         "name": "POLY",
+         "notched": false,
+         "offsetgroup": "POLY",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY",
+          "POLY"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.4233042158969708,
+          0.6248810250890807,
+          0.3059704585286408,
+          0.9480298507462688,
+          0.2931578318531204,
+          0.2616321760876693,
+          0.632918346110553,
+          0.8840307840307841,
+          0.7536897800055694,
+          0.3982702702702703,
+          0.954465541490858,
+          0.2089833437687812,
+          0.5964562103661352,
+          0.6541767380859913,
+          0.1896916091794544,
+          0.3988809174098207,
+          0.9531638928840416,
+          0.1492908911599684,
+          0.5148563758582702,
+          0.3055293531277455,
+          0.1757012729845116,
+          0.7849073787506636,
+          0.3514132530712921,
+          0.8566642300194931,
+          0.1934991996710256,
+          0.3644849770611023,
+          0.67519289473129,
+          0.8870439483621289,
+          0.5700866519174042,
+          0.8222222222222222,
+          0.7766750841750842,
+          0.6274064754232466,
+          0.3075122430849992,
+          0.0007983409554354,
+          0.3333333333333333,
+          0.7321581004014784,
+          0.8098575498575499,
+          0.0070357704582802,
+          0.6111111111111112,
+          0.5119232340825234,
+          0.1976499011640676,
+          0.0187508535715611,
+          0.6886847284586296,
+          0.1282010907558763,
+          0.0059181928840385,
+          0.465842974038313,
+          0.7549844648804033,
+          0.0099733424869671,
+          0.1912698412698412,
+          0.3359436307557444,
+          0.4999747074703424,
+          0.5367875868781876,
+          0.7405815758219101,
+          0.9560661157024792,
+          0.5555096153846154,
+          0.8999779005524862,
+          0.6020132450331126,
+          0.0321078431372549,
+          0.9527092025191995,
+          0.5515812121950229,
+          0.3496031746031746,
+          0.7662249796052675,
+          0.0665520057182236,
+          0.128469671759164,
+          0.1706843146125752,
+          0.0631123596743944,
+          0.2125008353027484,
+          0.0839894321570799,
+          0.1990987781708209,
+          0.1970119675392696,
+          0.1630801803813354,
+          0.1814013628398245,
+          0.5368267899294596,
+          0.1024749528858464,
+          0.8073039972307755,
+          0.0180743644768205,
+          0.2494350125616411,
+          0.4364405489438575,
+          0.3494711179408224,
+          0.6888571517021016,
+          0.2834160444949823,
+          0.1080517220185586,
+          0.8486211180124223,
+          0.9935666042032504,
+          0.4451836028017804,
+          0.3074070251630638,
+          0.8058162399636419,
+          0.6759334994217016,
+          0.4514091014075385,
+          0.9774514563501552,
+          0.608059152222954,
+          0.54033361423745,
+          0.9840579710144928,
+          0.7309945721656183,
+          0.559899683877766,
+          0.9554554009705636,
+          0.7286211180124225,
+          0.7951074228693615,
+          0.9721762134805612,
+          0.2869179536679536,
+          0.4815608502277253,
+          0.9161749482401657,
+          0.9987888198757764,
+          0.9101410332596234,
+          0.3102593939393939,
+          0.0549090909090909,
+          0.4098352122161075,
+          0.4480035720288268,
+          0.8486211180124223,
+          0.038004662004662,
+          0.38905064911145,
+          0.4350253856509862,
+          0.2630818542244841,
+          0.8486211180124223,
+          0.9327129808039564,
+          0.9377343181691008,
+          0.5646211180124223,
+          0.8486211180124223,
+          0.8861471519879157,
+          0.1417934138145697,
+          0.3271131636735686,
+          0.1432772544605406,
+          0.7285434103734172,
+          0.7535428937922817,
+          0.4010614099580806,
+          0.7597218318774729,
+          0.23367905441364,
+          0.6091805895843158,
+          0.0026059376194111,
+          0.0030405057258483,
+          0.0179403785269146,
+          0.0067866354785443,
+          0.0027374888556001,
+          0.0213438781246257,
+          0.0025464055329667,
+          0.0028290636630941,
+          0.0211301613725208,
+          0.0283601012503269,
+          0.0241574898321401,
+          0.0417466803056247,
+          0.9259875036105326,
+          0.9253073567951124,
+          0.3980589545672688,
+          0.4804371100066497,
+          0.8234593007915508,
+          0.631601812986062,
+          0.2664372565737751,
+          0.4886795185161284,
+          0.602183017442745,
+          0.1410338987124724,
+          0.5578687934053802,
+          0.5352326775765105,
+          0.4375798832838477,
+          0.6548166392835986,
+          0.7024113406511965,
+          0.106698827863823,
+          0.4944117350658996,
+          0.3591787755334712,
+          0.3187653738133496,
+          0.2698961756048263,
+          0.1248661310732519,
+          0.1694927700011403,
+          0.1272188352119821,
+          0.8482142857142857,
+          0.0034285714285714,
+          0.2799461762944444,
+          0.6339926816746905,
+          0.2798854322123049,
+          0.6618453025081663,
+          0.4173356954617533,
+          0.020794815064713,
+          0.3118256593901474,
+          0.7642431972789115,
+          0.0075081683895911,
+          0.0213518059477332,
+          0.6608525955085693,
+          0.0152654316206389,
+          0.298413821279433,
+          0.0164987097865619,
+          0.4173224762531399,
+          0.2527676579400717,
+          0.6325748102939959,
+          0.9150861391841651,
+          0.7153694913400218,
+          0.9285708299812282,
+          0.3386823803445971,
+          0.8516106444401741,
+          0.9185973285605382,
+          0.8318641432055498,
+          0.4764337820823609,
+          0.0795171781738717,
+          0.6275758810041716,
+          0.0735060072848961,
+          0.5020549797806415,
+          0.0462496774801141,
+          0.0598299215682383,
+          0.1023381703831367,
+          0.5721000859681434,
+          0.2917561377296853,
+          0.0904834856246083,
+          0.1121800484212557,
+          0.3002144205904173,
+          0.1160308268960988,
+          0.4435497525865948,
+          0.1679691578822368,
+          0.2037595305274893,
+          0.0620095879542884,
+          0.0688073394495412,
+          0.0084745762711864,
+          0.2064220183486238,
+          0.0064076044129235,
+          0.0152015218619491,
+          0.6365901571546733,
+          0.0532681781007788,
+          0.0028752660706683,
+          0.0422115926460889,
+          0.4493038794741267,
+          0.000009489916963226571,
+          0.048,
+          0.002192593367722,
+          0.0074276425432243,
+          0.0356811413925642,
+          0.819672131147541,
+          0.000010738255033557049,
+          0.0063993174061433,
+          0.2814138697460216,
+          0.0040290088638195,
+          0.0030864197530864,
+          0.0020094842591597,
+          0.0335647661740622,
+          0.0982992301453877,
+          0.0303403113822848,
+          0.819672131147541,
+          0.0477791225855226,
+          0.2418298331480241,
+          0.0136081098238328,
+          0.7529960923707473,
+          0.136544674688057,
+          0.009090909090909,
+          0.2222222222222222,
+          0.0958333333333333,
+          0.015947441875218,
+          0.026137463697967,
+          0.0005868544600938,
+          0.5130434782608696,
+          0.5894787697188452,
+          0.7146891874995012,
+          0.0117047542784399,
+          0.4770642201834862,
+          0.819672131147541,
+          0.0201834862385321,
+          0.6288718553459121,
+          0.0406440274670487,
+          0.04096787057081,
+          0.0057553956834532,
+          0.008457802639921,
+          0.015089207868186,
+          0.01,
+          0.0027867573291717,
+          0.00006504065040650406,
+          0.622568093385214,
+          0.0196078431372549,
+          0.8,
+          0.0010000140285202,
+          0.039680681885738,
+          0.547945205479452,
+          0.0310210464063279,
+          0.0053191489361702,
+          0.0053904245025032,
+          0.0847457627118644,
+          0.014241718426501,
+          0.0061967520001093,
+          0.0006127450980392,
+          0.0074626865671641,
+          0.0094150980248646,
+          0.2222222222222222,
+          0.2222222222222222,
+          0.0037993920972644,
+          0.0049751243781094,
+          0.0399885876240452,
+          0.0168035966954219,
+          0.0109567430625894,
+          0.648,
+          0.92714736104928,
+          0.999724578183838,
+          0.351921568627451,
+          0.9669376693766938,
+          0.5575049504950494,
+          0.9587374688902844,
+          0.9627247690120824,
+          0.488,
+          0.6619217081850534,
+          0.949125,
+          0.3444444444444444,
+          0.432310027418723,
+          0.0207848206220866,
+          0.408,
+          0.0437202675886264,
+          0.951088906273688,
+          0.1859512195121951,
+          0.6336530476124742,
+          0.1231331999424481,
+          0.0037593984962406,
+          0.01,
+          0.0132164031620553,
+          0.6567334504964306,
+          0.002375296912114,
+          0.0079365079365079,
+          0.0097897376543209,
+          0.0039068087707206,
+          0.0857142857142857,
+          0.0857142857142857,
+          0.0416666666666666,
+          0.0208333333333333,
+          0.0666666666666666,
+          0.0013440860215053,
+          0.184247776353973,
+          0.0416666666666666,
+          0.0059523809523809,
+          0.125,
+          0.008,
+          0.0032051282051282,
+          0.0084745762711864,
+          0.0416666666666666,
+          0.0328815261044176,
+          0.004,
+          0.0416666666666666,
+          0.0293803418803418,
+          0.8733041286132885,
+          0.0347222222222222,
+          0.008,
+          0.0016873830526597,
+          0.0033783783783783,
+          0.0029761904761904,
+          0.002,
+          0.001412429378531,
+          0.1755602240896358,
+          0.265763160583547,
+          0.9994321877542596,
+          0.9983253295502004,
+          0.5637932719519255,
+          0.9994321877542596,
+          0.9983253295502004,
+          0.8720572651020744,
+          0.5690834991330149,
+          0.9802037826593604,
+          0.8920586556849515,
+          0.8560583535167624,
+          0.7182226316503157,
+          0.5690834991330149,
+          0.9962559033400716,
+          0.9927567762316756,
+          0.9994321877542596,
+          0.8560583535167624,
+          0.9927567762316756,
+          0.8395278023863998,
+          0.8720572651020744,
+          0.923133168561044,
+          0.8560583535167624,
+          0.8720572651020744,
+          0.9983253295502004,
+          0.8560583535167624,
+          0.3480857049843549,
+          0.9983253295502004,
+          0.9495788570260602,
+          0.5690834991330149,
+          0.8720572651020744,
+          0.9927567762316756,
+          0.9582090843470022,
+          0.204478895034119,
+          0.3437375105841909,
+          0.6916074450588464,
+          0.1266545289963354,
+          0.3172646572438202,
+          0.1354445914654334,
+          0.7067243959304286,
+          0.4427493708853602,
+          0.3067755705711249,
+          0.022340618952813,
+          0.92535943489656,
+          0.3141504419223297,
+          0.6158715361235787,
+          0.1147717157619785,
+          0.1020157582105406,
+          0.8575485332120734,
+          0.6012281533735124,
+          0.1640781049705993,
+          0.1505675440459138,
+          0.2210476848452282,
+          0.9414432682674576,
+          0.1867746863328959,
+          0.2385571606068612,
+          0.3062555104893106,
+          0.6483921367688203,
+          0.3796289860757269,
+          0.925283067371978,
+          0.7876629481712625
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "CNN",
+         "marker": {
+          "color": "deepskyblue"
+         },
+         "name": "CNN",
+         "notched": false,
+         "offsetgroup": "CNN",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN",
+          "CNN"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.1328324458239115,
+          0.2816809261546407,
+          0.1504005365715413,
+          0.5037259682511347,
+          0.1095497652363911,
+          0.1124692189847748,
+          0.239679262936926,
+          0.3312438230606669,
+          0.1669667377724803,
+          0.2904529255629753,
+          0.6269227079122439,
+          0.104517811183936,
+          0.2996700708317522,
+          0.1297827739859534,
+          0.1075328008302996,
+          0.2291646125166166,
+          0.2047540678186132,
+          0.1082206477967524,
+          0.1758598128192857,
+          0.2589432238640878,
+          0.099606266179599,
+          0.5521839397868704,
+          0.1314584448398632,
+          0.4341375834801577,
+          0.1278930448865477,
+          0.1142483613219873,
+          0.1114801565794733,
+          0.1183340078191757,
+          0.1792238334933775,
+          0.2159152532639479,
+          0.6269189772357129,
+          0.5408594362141815,
+          0.0262900128738214,
+          0.3337339809216131,
+          0.3522450023494202,
+          0.3572402413281214,
+          0.0850335262741213,
+          0.1601317344975891,
+          0.6140528796713417,
+          0.1920766323414748,
+          0.1063678953329415,
+          0.1728015661132299,
+          0.6737206714865595,
+          0.6173932755476295,
+          0.1709775470600535,
+          0.1278873287960946,
+          0.5190252922493026,
+          0.1863102705843431,
+          0.3400936953088316,
+          0.1637540844920256,
+          0.1829490180607512,
+          0.0964301100880752,
+          0.5367740909071497,
+          0.4502941876679249,
+          0.2470762894773877,
+          0.4151441336907147,
+          0.7697059540724517,
+          0.0223814310491516,
+          0.1573641411700764,
+          0.1558080630221072,
+          0.1486800021828539,
+          0.3968424813684483,
+          0.9903787620269892,
+          0.983702289708418,
+          0.991756691659679,
+          0.864010190026117,
+          0.9748059927598216,
+          0.9947781194527848,
+          0.5432643069101114,
+          0.9692082730885287,
+          0.9845348764524324,
+          0.9970031065517222,
+          0.3814990500329981,
+          0.0567691660845604,
+          0.370805132806317,
+          0.0405475925086976,
+          0.1366665907089195,
+          0.2520877398107112,
+          0.0404820581147847,
+          0.3382671365521822,
+          0.0455970533663441,
+          0.2064088100730669,
+          0.5406779867648327,
+          0.6281723920202663,
+          0.6503230027741786,
+          0.2867570208454935,
+          0.5962699719270199,
+          0.3873350478781421,
+          0.6697762463542491,
+          0.6878337812069444,
+          0.3732073489327516,
+          0.3946353129310934,
+          0.6012717286304627,
+          0.3868833789489505,
+          0.6678007486370199,
+          0.9416669122793808,
+          0.6596926926490727,
+          0.7588964890462379,
+          0.6789805041742121,
+          0.3006768151916708,
+          0.6197878397435049,
+          0.3863374312509777,
+          0.6335650994449082,
+          0.6172967151683105,
+          0.2658845990801005,
+          0.69058928909654,
+          0.6154890324108804,
+          0.6258815642669298,
+          0.5976493141318713,
+          0.1620343215078825,
+          0.5105144132868616,
+          0.6706809534326306,
+          0.3487813769112962,
+          0.6252511958593582,
+          0.7426288280059242,
+          0.8323276298239457,
+          0.9689886712858846,
+          0.543666437916458,
+          0.6094235846141981,
+          0.1376367116383161,
+          0.1550742947042152,
+          0.1312767964951646,
+          0.5221183737385473,
+          0.4480362043305258,
+          0.4119115001879313,
+          0.5333516527971472,
+          0.3920940104200682,
+          0.4586620090831176,
+          0.0043837742157298,
+          0.0018230642851937,
+          0.002545365466535,
+          0.0024890574857084,
+          0.0031173641830509,
+          0.0032336914267633,
+          0.0033334250508187,
+          0.0020281729310624,
+          0.0117407412643223,
+          0.0343290869923613,
+          0.0283262807631209,
+          0.0253197804527539,
+          0.3775231450451642,
+          0.1663745829754609,
+          0.2915885316166368,
+          0.1806984923549196,
+          0.4213237162550181,
+          0.119655897877053,
+          0.0624282425752271,
+          0.276526617268294,
+          0.3629257862201665,
+          0.0253582053840866,
+          0.1771592154717221,
+          0.2418608488510582,
+          0.122838932077438,
+          0.1578248751232527,
+          0.3625530604080951,
+          0.0272641458481981,
+          0.3349161320180047,
+          0.0637749143818093,
+          0.0791299760179985,
+          0.0903270854385061,
+          0.9976556459630364,
+          0.9983940251830392,
+          0.9885202710303352,
+          0.4782189265460586,
+          0.3338014212545879,
+          0.1768048484886291,
+          0.3547441493121853,
+          0.0865129773100389,
+          0.8011885823723923,
+          0.115881178258732,
+          0.0676929978774138,
+          0.1594235656778216,
+          0.4208464803698435,
+          0.0445989696113958,
+          0.1812652021641483,
+          0.5561018004121168,
+          0.2309744608519068,
+          0.2301288695452544,
+          0.0605357379827608,
+          0.221398132601912,
+          0.8511754057350975,
+          0.3116765618275914,
+          0.9095074323116694,
+          0.2498270535634983,
+          0.9498324995867142,
+          0.416428405809388,
+          0.7698916146964513,
+          0.8857073065429931,
+          0.8261120070659179,
+          0.4118939698305733,
+          0.9575444376077124,
+          0.2362931308409402,
+          0.0552580955467235,
+          0.3576574182086179,
+          0.0306447730082416,
+          0.6073520602017171,
+          0.0573807902779695,
+          0.1731144414557461,
+          0.0837413719831956,
+          0.6310483291368628,
+          0.0403206017871651,
+          0.13668406856553,
+          0.3046899488068812,
+          0.7897483906128501,
+          0.0953072268415533,
+          0.0723996101568745,
+          0.0065425464350779,
+          0.0087448988150029,
+          0.0014162870966576,
+          0.0094710509006896,
+          0.0026559219896111,
+          0.0854133840287345,
+          0.0582989345358934,
+          0.3668847913949973,
+          0.0036341287341575,
+          0.0510274794881856,
+          0.0690470375359764,
+          0.000013782837610607272,
+          0.0030081795370272,
+          0.0026163046983785,
+          0.0102930908788197,
+          0.0321535170864555,
+          0.3996222099203995,
+          0.000023730422401518743,
+          0.0022303942147553,
+          0.0048775392607133,
+          0.013718210139876,
+          0.0015290015680629,
+          0.2328399337549822,
+          0.002284155204163,
+          0.0205109379590599,
+          0.0123311859860423,
+          0.2685248386005561,
+          0.0448019475586299,
+          0.019669559598133,
+          0.1251024350703413,
+          0.1453243507800178,
+          0.0082409671881962,
+          0.0110208189387736,
+          0.0468743788487008,
+          0.0258367200975932,
+          0.0114927203315461,
+          0.0185129349727538,
+          0.0014409221902017,
+          0.0710815320664203,
+          0.0155154265812857,
+          0.3007793074104033,
+          0.0069585017632124,
+          0.0182739461915951,
+          0.3900011449875548,
+          0.0028220556620989,
+          0.3835763890006389,
+          0.0305494938074847,
+          0.8781855330029223,
+          0.0056558177475579,
+          0.011663299964921,
+          0.0042050922200798,
+          0.0056046212112533,
+          0.0039405378994587,
+          0.000015156567340628694,
+          0.0548300688613855,
+          0.0046990900523974,
+          0.4447031753234924,
+          0.0013807763391493,
+          0.0084744049642758,
+          0.0570789395468984,
+          0.0093537972560143,
+          0.0029263013910148,
+          0.0052545555723308,
+          0.2052509310159824,
+          0.022691355673753,
+          0.0056767291744548,
+          0.0009950248756218,
+          0.0095568330626716,
+          0.0094639985279577,
+          0.0385910139059943,
+          0.0485585133844853,
+          0.007593343900673,
+          0.0027370909997062,
+          0.039336780878041,
+          0.0335265972417335,
+          0.0107161031672618,
+          0.0201449432144916,
+          0.3340978632717452,
+          0.7560539740575858,
+          0.0234920868079446,
+          0.7831695210987537,
+          0.4882922185199669,
+          0.6292076471075647,
+          0.4520822150383639,
+          0.3489693284580892,
+          0.4399508237672553,
+          0.1625350339896198,
+          0.0676750959080381,
+          0.3278314972999145,
+          0.0389257908439695,
+          0.8462482016206212,
+          0.0164323565026061,
+          0.4947970796008424,
+          0.0076455381248125,
+          0.0311364325338951,
+          0.7387181088941073,
+          0.3333333333333333,
+          1,
+          0.0174647162209664,
+          0.0354925769288679,
+          0.0008417508417508,
+          1,
+          0.185332978629068,
+          1,
+          1.0000000000000002,
+          1.0000000000000002,
+          0.0038910505836575,
+          0.0011806375442739,
+          1,
+          0.0018518518518518,
+          0.0339283977880141,
+          1,
+          1,
+          1,
+          1,
+          0.0026178010471204,
+          1,
+          0.0714285714285714,
+          0.8333333333333333,
+          1,
+          1,
+          0.6132678132678132,
+          0.9667320431665122,
+          0.625,
+          1,
+          0.005953125,
+          0.5,
+          0.002061855670103,
+          0.0009523809523809,
+          1,
+          0.4200012017531354,
+          0.9263766719108728,
+          0.9763384688308424,
+          0.7833341070788942,
+          0.4523065057545481,
+          0.951281666190683,
+          0.7871960361750686,
+          0.6617533075625024,
+          0.529891171348325,
+          0.8747409077838373,
+          0.955256729190838,
+          0.5520043075552514,
+          0.5232371466455404,
+          0.5413522582502852,
+          0.8697245395486074,
+          0.6425014182561772,
+          0.9077160066940256,
+          0.5660885432547773,
+          0.6438719500596068,
+          0.3486188885358577,
+          0.6402999524709625,
+          0.501614617773656,
+          0.5663361398083474,
+          0.6802028670386211,
+          0.7991737119740654,
+          0.5656625918964877,
+          0.1642127989205829,
+          0.7940940330597566,
+          0.2158407393191715,
+          0.4795406498299061,
+          0.6049264773239309,
+          0.6415948105429403,
+          0.7908201934997872,
+          0.22664155439452,
+          0.3845392359110092,
+          0.9708472323632682,
+          0.6931980157976004,
+          0.9309666381632286,
+          0.0947054338842195,
+          0.5777427407200821,
+          0.9849378551078432,
+          0.6440614183330352,
+          0.0192113282897029,
+          0.8849566083029605,
+          0.9799314674964316,
+          0.9949674927071218,
+          0.5084303946285429,
+          0.7463684536077124,
+          0.7932569357493211,
+          0.9974630800834732,
+          0.1547188688485123,
+          0.9672886687723236,
+          0.1185621163827324,
+          0.9397616157331096,
+          0.90496974771478,
+          0.5182118185236172,
+          0.2055228008280825,
+          0.0333181840892774,
+          0.3740637053486154,
+          0.9101793779846004,
+          0.777663281483582
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "OmniAnomaly",
+         "marker": {
+          "color": "slateblue"
+         },
+         "name": "OmniAnomaly",
+         "notched": false,
+         "offsetgroup": "OmniAnomaly",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly",
+          "OmniAnomaly"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.2217169903922661,
+          0.4005489235446511,
+          0.3903290052917058,
+          0.4085437912660118,
+          0.1120382522948044,
+          0.1237747149744757,
+          0.5857655344740517,
+          0.7989809244847972,
+          0.2199740981762499,
+          0.9991779649139708,
+          0.0775781949090129,
+          0.0845216172965071,
+          0.0609289337118183,
+          0.3986997259816935,
+          0.0989570542442188,
+          0.401423956217246,
+          0.4022871966759903,
+          0.138031407503487,
+          0.1716239224534477,
+          0.1620891279814286,
+          0.2665791845275927,
+          0.4715907724030069,
+          0.6842950685508704,
+          0.3926959393198822,
+          0.1976076371573053,
+          0.0651820272406411,
+          0.5656902956902331,
+          0.4017280529672874,
+          0.014210747319991,
+          0.0007653839063919,
+          0.9118429669128736,
+          0.636933664152145,
+          0.002142167707398,
+          0.0010671661902738,
+          0.8134920634920634,
+          0.4583053066796825,
+          0.3236074358890647,
+          0.0048722662074658,
+          0.440972621621523,
+          0.0405867991541044,
+          0.0010730774779019,
+          0.0313437728523008,
+          0.4715349537909619,
+          0.2780207784688875,
+          0.0032571323942689,
+          0.0058432709130553,
+          0.8475771526766976,
+          0.0095608310717535,
+          0.003655079326251,
+          0.0123590511636783,
+          0.1918474144237288,
+          0.0063544128043955,
+          0.7652038373360658,
+          0.8598298151040168,
+          0.1343037083647565,
+          0.3052758696196518,
+          0.9993967186525572,
+          0.0188185983714818,
+          0.1047681713664152,
+          0.1656315431787998,
+          0.0957671484524821,
+          0.8647528788858052,
+          0.0969062664215544,
+          0.0845272735384159,
+          0.1865519381246997,
+          0.1107520638803822,
+          0.0926816938893473,
+          0.1069174766193179,
+          0.0746002863688418,
+          0.197393621663544,
+          0.1968325199712327,
+          0.1893000989315565,
+          0.1920691814960085,
+          0.0410086246194507,
+          0.414030397679727,
+          0.0216073321388119,
+          0.1547539143683749,
+          0.3135808930855491,
+          0.0857866286430167,
+          0.5855554057370717,
+          0.0396698349609641,
+          0.070178379420539,
+          0.0752851708514467,
+          0.997491890347146,
+          0.6998650371435892,
+          0.0081485227827855,
+          0.1940979154920346,
+          0.6499119173906986,
+          0.6818728352482055,
+          0.8817575522103979,
+          0.3959008733584431,
+          0.1458358412103148,
+          0.8175997703313445,
+          0.6761023675469245,
+          0.8355330735338581,
+          0.9795187415843374,
+          0.0588853351715099,
+          0.8646496724401899,
+          0.4714320954052963,
+          0.0082133503617466,
+          0.6905700543878468,
+          0.8121629744307409,
+          0.6322862545881717,
+          0.7947704682423817,
+          0.0072625047538703,
+          0.0021293345431444,
+          0.6218178280010689,
+          0.6912057740950345,
+          0.328411538215688,
+          0.0021321284936503,
+          0.2690908186573897,
+          0.6681051414328296,
+          0.9653001744598286,
+          0.2959551045821204,
+          0.951174606408546,
+          0.9807572346259686,
+          0.9957289744838044,
+          0.0810796025176157,
+          0.8811055459063275,
+          0.1436875556511332,
+          0.16408003825348,
+          0.1424373093053637,
+          0.8359163505943152,
+          0.7886988575238189,
+          0.383000519293581,
+          0.939877309737804,
+          0.2336574012400508,
+          0.686043771423194,
+          0.002130249594824,
+          0.0020795251631722,
+          0.0037240811206431,
+          0.0033860721354332,
+          0.0024166874906033,
+          0.0905418749253779,
+          0.0023419100484089,
+          0.0022981953500697,
+          0.0284956345276632,
+          0.037942898195023,
+          0.0290474303965215,
+          0.0280001131574368,
+          0.8902377767416123,
+          0.7013311197750907,
+          0.4223088348601599,
+          0.4407612661280619,
+          0.6874684546444031,
+          0.6656902138346332,
+          0.225083162691396,
+          0.4881111797193029,
+          0.7503814974476175,
+          0.0733210635687945,
+          0.6416472914395462,
+          0.5600160033519868,
+          0.470496895118342,
+          0.4950812862100366,
+          0.812428005024388,
+          0.0745605650439302,
+          0.5495688350859411,
+          0.0680171199171779,
+          0.2954696905138797,
+          0.2247242674893215,
+          0.3585231784967007,
+          0.4045479149240137,
+          0.2691095713871967,
+          0.7866224918899369,
+          0.001209191190314,
+          0.5376157952508206,
+          0.2834187653128397,
+          0.0326954660552589,
+          0.9955741381218236,
+          0.0971593864034228,
+          0.2942296333034077,
+          0.6174546044512,
+          0.8739802601858747,
+          0.0091298437932905,
+          0.3257194836427182,
+          0.5735554114906196,
+          0.1813144516975241,
+          0.5822007265867042,
+          0.0390910653304765,
+          0.0277985109237125,
+          0.929179401975192,
+          0.6326475934128204,
+          0.9572265316152928,
+          0.4842130640712719,
+          0.9621899137947032,
+          0.7503305323157495,
+          0.918083284405414,
+          0.980934532616949,
+          0.9105040218874508,
+          0.4378677976960084,
+          0.0901946478743787,
+          0.3235168223110757,
+          0.0760759086067205,
+          0.2840542829108421,
+          0.0468982253431547,
+          0.0568561335444852,
+          0.1664532130086029,
+          0.3361296628243242,
+          0.0572001277223985,
+          0.1067062043705488,
+          0.0378781801867947,
+          0.3425379810794691,
+          0.1120385285067817,
+          0.467980755433553,
+          0.0810139771933977,
+          0.0646648482156372,
+          0.044280721937434,
+          0.0095377615536203,
+          0.0031582621806023,
+          0.0425105720314615,
+          0.0027000683175164,
+          0.0142628087275354,
+          0.3280943922413692,
+          0.2434461673827089,
+          0.0013745189909444,
+          0.087448098409953,
+          0.0051332881673252,
+          0.00004659615115791436,
+          0.0073028297124501,
+          0.0021720044209558,
+          0.0036597993584465,
+          0.0294032919493041,
+          0.1743244142798683,
+          0.00006479621590099139,
+          0.0014957699836068,
+          0.0775996712386378,
+          0.0013939550808457,
+          0.0020069707436163,
+          0.0003094880950289,
+          0.0017019259645379,
+          0.0181737893960612,
+          0.015542378719196,
+          0.153353061492182,
+          0.024088073620728,
+          0.0258695215837086,
+          0.0107103890642628,
+          0.4887122165996415,
+          0.0074069085116936,
+          0.0126865557125984,
+          0.0342080954998759,
+          0.0260033764957229,
+          0.0768510374131919,
+          0.0173900653577468,
+          0.0004022526146419,
+          0.9999999999999998,
+          0.1001874148434361,
+          0.0068618238388813,
+          0.0388723702528088,
+          0.0459542889108526,
+          0.1735856494325976,
+          0.0039776557421052,
+          0.7684546221648236,
+          0.0065719000705947,
+          0.2129866819125732,
+          0.0024169098964378,
+          0.0072495359824751,
+          0.0050273754795459,
+          0.0050734324916229,
+          0.0016600883834859,
+          0.000009511218482199755,
+          0.0050553294244461,
+          0.0047812234665045,
+          0.9268225341118972,
+          0.0003826247690933,
+          0.0069149366360607,
+          0.0051544397561816,
+          0.0087154290914498,
+          0.0009337378230454,
+          0.0048855159485151,
+          0.0090799704701868,
+          0.0498725539319135,
+          0.0054598263485692,
+          0.0003677822728944,
+          0.011610975257666,
+          0.0091374193444349,
+          0.0298900347867701,
+          0.0348750915573504,
+          0.8083333333333333,
+          0.002326567674141,
+          0.001459998656574,
+          0.061653481245218,
+          0.1164714403097522,
+          0.7962863804549014,
+          0.1277187519546956,
+          0.0734997901550387,
+          0.0062032123930325,
+          0.9707473046309658,
+          0.3552303687128572,
+          0.0262583434099681,
+          0.9438352325257942,
+          0.004943463172917,
+          0.5154750382646736,
+          0.8066112347015275,
+          0.734060069030697,
+          0.776072836755611,
+          0.0161853410054493,
+          0.0093381427763355,
+          0.0165714895391829,
+          0.3249395380246421,
+          0.0037111863902047,
+          0.8088692791630904,
+          0.7576872065528726,
+          0.0024390243902439,
+          0.0053191489361702,
+          0.0057043658510639,
+          0.0293244603707642,
+          0.001199040767386,
+          0.5,
+          0.0192408612097731,
+          0.0033559272078284,
+          0.5719093209403288,
+          1,
+          0.002710027100271,
+          0.005813953488372,
+          0.0046511627906976,
+          0.0023809523809523,
+          0.0271591897863585,
+          0.0023310023310023,
+          0.0588235294117647,
+          0.3333333333333333,
+          0.003610108303249,
+          0.0011976047904191,
+          0.0033333333333333,
+          0.0022075055187637,
+          0.1677105080027835,
+          0.0033112582781456,
+          1,
+          0.0821636644168156,
+          0.9919113474869096,
+          0.0027389387612576,
+          0.0046511627906976,
+          0.0021001580056179,
+          0.0028490028490028,
+          0.0009460737937559,
+          0.0010427528675703,
+          0.0027247956403269,
+          0.3383995437466327,
+          0.9957214320216544,
+          0.995845252129707,
+          0.9969495901895128,
+          0.0660444547592109,
+          0.99584837536912,
+          0.9969462293078876,
+          0.9296360520558772,
+          0.8931239909183253,
+          0.9994011276693372,
+          0.995499062297766,
+          0.8916375817152119,
+          0.9865352448638444,
+          0.895235789680823,
+          0.9998992163389276,
+          0.9945165325156098,
+          0.9958713246717809,
+          0.8916375817152119,
+          0.994527692945492,
+          0.9233723751983826,
+          0.9296360520558772,
+          0.9885562218524636,
+          0.8916375817152119,
+          0.9296360520558772,
+          0.996948802776184,
+          0.8916375817152119,
+          0.0660828678534145,
+          0.9969494070389808,
+          0.0431804940193866,
+          0.8909445340432021,
+          0.9296360520558772,
+          0.9945233708786524,
+          0.9969870860326012,
+          0.9985073852221572,
+          0.0660559810250755,
+          0.99505536300697,
+          0.996141235928239,
+          0.9459668517432964,
+          0.0660324889703249,
+          0.0111351054563863,
+          0.0125507207532548,
+          0.9972671602524112,
+          0.0183285770267863,
+          0.9943995160889668,
+          0.9991185130565255,
+          0.9958674510356662,
+          0.5885546018856816,
+          0.98161320670828,
+          0.8058138301012826,
+          0.8565362064671278,
+          0.0150468243350009,
+          0.9996266032835788,
+          0.0186868295274393,
+          0.9915895480976052,
+          0.999137012188748,
+          0.0151870454996847,
+          0.0188689419888537,
+          0.9954883543319406,
+          0.8598195429706188,
+          0.9766935293609847,
+          0.977190389369663
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "USAD",
+         "marker": {
+          "color": "mediumpurple"
+         },
+         "name": "USAD",
+         "notched": false,
+         "offsetgroup": "USAD",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD",
+          "USAD"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.2216597340035377,
+          0.4003636510728988,
+          0.3914102161934061,
+          0.4085437912660118,
+          0.1105866231229747,
+          0.1237746932196738,
+          0.5669566967595161,
+          0.8065937188253208,
+          0.2199624305527034,
+          0.1928357749569499,
+          0.0775778261147439,
+          0.0845256425045396,
+          0.0609572001024211,
+          0.274330723915888,
+          0.0989575495949877,
+          0.4014285337221872,
+          0.3935952965461525,
+          0.1488300851144572,
+          0.1712022446974297,
+          0.1907825591049645,
+          0.3270511521591636,
+          0.4711929307027807,
+          0.6841623023036753,
+          0.3924015697886612,
+          0.1976010860738989,
+          0.0651806319204056,
+          0.5656668013693513,
+          0.3604031311049782,
+          0.0142107570625376,
+          0.0007653839063919,
+          0.9117118480592292,
+          0.6369004348025658,
+          0.0021421597866547,
+          0.0010544401717884,
+          0.5703703703703704,
+          0.4579323836576046,
+          0.3236074358890647,
+          0.0048722448078684,
+          0.4238735787269907,
+          0.0405867075066616,
+          0.0010730774779019,
+          0.0313433374619172,
+          0.4662951155386991,
+          0.2749419138412878,
+          0.0032570106887847,
+          0.0058431436528234,
+          0.8475769973621828,
+          0.0095591785935504,
+          0.0036279133694032,
+          0.0123589416999886,
+          0.1918366673098845,
+          0.0063543390108007,
+          0.7648002595655374,
+          0.5880006960168789,
+          0.1375535216305732,
+          0.3058913427866205,
+          0.9993558889938932,
+          0.0209750571476648,
+          0.105362899981736,
+          0.0718965358351179,
+          0.0887672179344793,
+          0.0874973073154607,
+          0.0968160587065163,
+          0.0844790836780706,
+          0.1865518284575554,
+          0.110354829280682,
+          0.0928526377025804,
+          0.1069251062515646,
+          0.07457125426615,
+          0.1973651854095405,
+          0.1966258279233056,
+          0.1891613878658314,
+          0.1920565328650643,
+          0.0410345771131515,
+          0.375077181132592,
+          0.0212483480011266,
+          0.1563203192053469,
+          0.3119689233181245,
+          0.0809491370889758,
+          0.5883319611840865,
+          0.0395494106180495,
+          0.3233819203603594,
+          0.8411467706918014,
+          0.9961637272980716,
+          0.6977318745254074,
+          0.5406434342625468,
+          0.9485616565337778,
+          0.6548257032443036,
+          0.66727456798299,
+          0.902376958311744,
+          0.3956991381471412,
+          0.0586475264654586,
+          0.8584068779553041,
+          0.6244409806682473,
+          0.8337753118241156,
+          0.9698309172142008,
+          0.2211092981792682,
+          0.8699556473619043,
+          0.9570718444280536,
+          0.0175890573223674,
+          0.6903499061750888,
+          0.7751577313090735,
+          0.6188155531360162,
+          0.841163527846363,
+          0.0171646409615002,
+          0.1826864279543004,
+          0.8486020982805808,
+          0.6901169816220347,
+          0.9366594535098026,
+          0.0059450601752414,
+          0.6251585678695629,
+          0.668374686795138,
+          0.9572331126399336,
+          0.7098915950126699,
+          0.9517301882119502,
+          0.9804418857743724,
+          0.995188005558472,
+          0.5420536974138424,
+          0.8826217971106508,
+          0.1476559619512676,
+          0.155013662525046,
+          0.1448828737480341,
+          0.8571036201476964,
+          0.6528683717655718,
+          0.3543312000166175,
+          0.9396204674204212,
+          0.1986312296174586,
+          0.7019053102494186,
+          0.0016738520562138,
+          0.0023467107744888,
+          0.0035682548651755,
+          0.0424274587327995,
+          0.007720844678083,
+          0.0941979943355306,
+          0.0335941580558076,
+          0.0021736029816866,
+          0.1011693019615253,
+          0.0307264496056042,
+          0.0241983418912056,
+          0.0237673219002813,
+          0.8779924895198611,
+          0.7146552670874057,
+          0.3517647877966871,
+          0.4235949792519595,
+          0.6721851699686681,
+          0.6533209468754132,
+          0.2164698620311891,
+          0.4667129777359318,
+          0.7629361741652818,
+          0.0592235875754747,
+          0.6161044605180102,
+          0.533588076909151,
+          0.4634608444671153,
+          0.4766763680786739,
+          0.8148807316713426,
+          0.0599279229164856,
+          0.5051349958061686,
+          0.0624265008615373,
+          0.2238685003217159,
+          0.2292602081670427,
+          0.3591704687919187,
+          0.4034547902016023,
+          0.2567170719315595,
+          0.7866196171097318,
+          0.0012783082362307,
+          0.5375896151234807,
+          0.2828398394630731,
+          0.0326788917623233,
+          0.9955741381218236,
+          0.0970271276551156,
+          0.3016914519467505,
+          0.6174535122553971,
+          0.8334243766965962,
+          0.0091294505455601,
+          0.3660084866439533,
+          0.5730937653753704,
+          0.181309231796501,
+          0.5821944802201032,
+          0.6341834306101811,
+          0.0277961460493253,
+          0.9332869146688904,
+          0.59938399644734,
+          0.9572265316152928,
+          0.401196094969829,
+          0.9553419588805268,
+          0.6957997543200334,
+          0.9160171355979831,
+          0.9786583500632188,
+          0.9072788771978127,
+          0.4816245755217306,
+          0.0899889498321638,
+          0.2528470355713175,
+          0.0674057802880565,
+          0.2978160559585583,
+          0.04726645934047,
+          0.0601730043352181,
+          0.102313622451241,
+          0.3403923896125754,
+          0.0572314210473126,
+          0.0823196008444747,
+          0.0378875689634483,
+          0.3407489870494433,
+          0.112072770302627,
+          0.4891850835586378,
+          0.0810795686564899,
+          0.0646645958264565,
+          0.0419977591470101,
+          0.002275252413735,
+          0.0031586741735893,
+          0.0095148264739878,
+          0.0026093502553712,
+          0.014329304965967,
+          0.3280753941663723,
+          0.1114936216273721,
+          0.0013742843887274,
+          0.1138564854218565,
+          0.005135520153035,
+          0.00004660049396523603,
+          0.0073064622190913,
+          0.0021730243040094,
+          0.0036610139303689,
+          0.0294827134485565,
+          0.1743227496188926,
+          0.0000648046140885231,
+          0.0015743119491922,
+          0.2338826593956278,
+          0.002366145711932,
+          0.0020069698123255,
+          0.0003094829119895,
+          0.0017019259645379,
+          0.0322384953868308,
+          0.0149049820607433,
+          0.1533551154364528,
+          0.0240878438270449,
+          0.02124661753364,
+          0.0107103976878413,
+          0.4874888112445636,
+          0.0074076230252113,
+          0.0126956517415983,
+          0.0341831055339912,
+          0.0260121308283196,
+          0.0809296921701936,
+          0.0173908849190751,
+          0.0004017677782241,
+          0.9999999999999998,
+          0.1506462963269339,
+          0.0068593895305865,
+          0.0390806922618352,
+          0.0306119848095043,
+          0.1735849402601089,
+          0.0049938477645116,
+          0.7684696503645004,
+          0.0065719005367473,
+          0.3323620394913699,
+          0.0023611145118385,
+          0.0072495414115623,
+          0.0050272900230331,
+          0.005073684261664,
+          0.0112450341278676,
+          0.00000951094710011223,
+          0.0050528902195159,
+          0.0050076965513416,
+          0.9267329497831824,
+          0.000382637382394,
+          0.0069159083705479,
+          0.0051544475486729,
+          0.0087303939200254,
+          0.0009173238378896,
+          0.0048850181175426,
+          0.0143592379596243,
+          0.0498724837140192,
+          0.0054614056486374,
+          0.0003676470588235,
+          0.0116208043368054,
+          0.0092562146509263,
+          0.0298904759545932,
+          0.0348380576099857,
+          0.8200000000000001,
+          0.0023265176311629,
+          0.0014597511403215,
+          0.0981646856332248,
+          0.1164714091171508,
+          0.8221377483328172,
+          0.1113449009505065,
+          0.0730166246144977,
+          0.0058828646766304,
+          0.2010246794738666,
+          0.468930689771366,
+          0.0219630014430225,
+          0.9440554704942724,
+          0.0075599365300852,
+          0.0236052870666904,
+          0.8726678742258824,
+          0.600873567357336,
+          0.0148182371689863,
+          0.0744336593107796,
+          0.0093381401845053,
+          0.0213697658618203,
+          0.1267984185507175,
+          0.0029265276595834,
+          0.787270225956674,
+          0.7574841555865873,
+          0.0024390243902439,
+          0.0053191489361702,
+          0.0057043658510639,
+          0.0293236485345865,
+          0.001199040767386,
+          0.5,
+          0.0192408612097731,
+          0.0033559272078284,
+          0.5719093209403288,
+          1,
+          0.002710027100271,
+          0.005813953488372,
+          0.0046511627906976,
+          0.0023809523809523,
+          0.0271123128561103,
+          0.0023310023310023,
+          0.0588235294117647,
+          0.25,
+          0.003610108303249,
+          0.0011976047904191,
+          0.0033333333333333,
+          0.0022075055187637,
+          0.1677105080027835,
+          0.0033112582781456,
+          0.0010901729942887,
+          0.0821636644168156,
+          0.9919113474869096,
+          0.0027389387612576,
+          0.0046511627906976,
+          0.0021001580056179,
+          0.0028490028490028,
+          0.0009460737937559,
+          0.0010427528675703,
+          0.0027247956403269,
+          0.3383995437466327,
+          0.9957218777454586,
+          0.9960070599183692,
+          0.9969615137273968,
+          0.066044734158807,
+          0.9961107387483236,
+          0.9969609983245415,
+          0.9296361454301006,
+          0.5428307637272406,
+          0.9994011276693374,
+          0.9955082804728282,
+          0.8916375817152119,
+          0.9865350718340832,
+          0.8712468954671284,
+          0.9998992163389276,
+          0.9945418833740842,
+          0.9961060179270363,
+          0.8916375817152119,
+          0.9946742147005534,
+          0.9233723751983826,
+          0.9296361560574524,
+          0.9885562218524636,
+          0.8916375817152119,
+          0.9296361655876194,
+          0.996964563783403,
+          0.8916375817152119,
+          0.066080333012377,
+          0.996960858032646,
+          0.0435545459194111,
+          0.8747080519669242,
+          0.9296361884518184,
+          0.9946425023900564,
+          0.9969867207222796,
+          0.9985073852221572,
+          0.1058609859940773,
+          0.9950551362274518,
+          0.9961412359282392,
+          0.945856517316157,
+          0.0660341469669636,
+          0.0111350627122554,
+          0.0125492465692692,
+          0.9972776583110712,
+          0.0183290301829255,
+          0.994400504072226,
+          0.9991185130565255,
+          0.995867451035666,
+          0.58860654395099,
+          0.9816378026288,
+          0.8058163410366985,
+          0.8549095142002072,
+          0.0150446292403494,
+          0.9996258665533022,
+          0.0186867598740198,
+          0.9915895480976052,
+          0.9991362693036626,
+          0.0151868623797265,
+          0.0188661398459672,
+          0.995486361695475,
+          0.8599599755022995,
+          0.9766958475774882,
+          0.9771874293282732
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "LSTMAD",
+         "marker": {
+          "color": "blueviolet"
+         },
+         "name": "LSTMAD",
+         "notched": false,
+         "offsetgroup": "LSTMAD",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD",
+          "LSTMAD"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.1114811464088816,
+          0.1277487940730036,
+          0.1216352929102622,
+          0.1826743887368079,
+          0.1027400522352829,
+          0.0863785520999006,
+          0.1900210818480747,
+          0.286935007610574,
+          0.1580680200069276,
+          0.2266054728160446,
+          0.0824833823638343,
+          0.0862878799666994,
+          0.068930349229141,
+          0.1301628009673794,
+          0.0997357552561939,
+          0.3019649323978445,
+          0.1136263903518569,
+          0.114881668421924,
+          0.1215419564314522,
+          0.184724409755758,
+          0.1002070301715388,
+          0.4162293274911158,
+          0.1606410583433255,
+          0.3156489022597225,
+          0.0959018159169502,
+          0.0694482365523221,
+          0.1144535283219647,
+          0.1214019035323505,
+          0.0156099553109553,
+          0.0005966348920265,
+          0.5621137385914386,
+          0.3999925015575123,
+          0.0019784484444258,
+          0.3340997095879228,
+          0.3351756089703754,
+          0.2850266636449676,
+          0.088698009990802,
+          0.0045400576125231,
+          0.3930548765661013,
+          0.0389981704366677,
+          0.0010117170525816,
+          0.0614972385801277,
+          0.4692431313389204,
+          0.3087434797746063,
+          0.0025378322401993,
+          0.0054371903916583,
+          0.841388873875802,
+          0.0160994444419026,
+          0.334304149222502,
+          0.0175155026911261,
+          0.1815222708092185,
+          0.0061063718333813,
+          0.5320208288797212,
+          0.3039945475015764,
+          0.2023077223729303,
+          0.2719394544247738,
+          0.5816577592418987,
+          0.0187513705767892,
+          0.0618386713514016,
+          0.1260780266768607,
+          0.1432377785539599,
+          0.4271686588299724,
+          0.4986029337714184,
+          0.475396475420616,
+          0.5431087997851897,
+          0.5350510095748872,
+          0.5400926111688614,
+          0.4954373104486242,
+          0.4777315291858331,
+          0.541961545979461,
+          0.5455604599048302,
+          0.5393818844218652,
+          0.1322337577607795,
+          0.0507139458312757,
+          0.3268702492730955,
+          0.0518362649808909,
+          0.1255949221045285,
+          0.0828161324340301,
+          0.0359079902999632,
+          0.180146074082762,
+          0.050641754546515,
+          0.1739879072639512,
+          0.4676583208692023,
+          0.624519889926646,
+          0.6659190414079911,
+          0.2973063568175258,
+          0.7369197639658849,
+          0.2751382279955706,
+          0.6707775056899709,
+          0.6338839224024952,
+          0.3845771674704322,
+          0.104595225917234,
+          0.5433968578662134,
+          0.2527177732666589,
+          0.7332309713918919,
+          0.927628230857835,
+          0.7126869009961889,
+          0.6112770139947741,
+          0.8135237501566093,
+          0.3784668843234977,
+          0.6571303430961545,
+          0.5046448037088208,
+          0.612443846388914,
+          0.4209858532864562,
+          0.3432486170500073,
+          0.3982632962902694,
+          0.5184789964676685,
+          0.6291538316376156,
+          0.7399945778006759,
+          0.2295919594954881,
+          0.4663934294305344,
+          0.5970841100853315,
+          0.5241437325921358,
+          0.8454518385201374,
+          0.7394118832833682,
+          0.4768183520262633,
+          0.9692890217588525,
+          0.1626725350858836,
+          0.6724261191290057,
+          0.1263362673352569,
+          0.1602013675075099,
+          0.1305039057205968,
+          0.450077386735166,
+          0.4497357108799843,
+          0.3999137592402245,
+          0.2784675765691576,
+          0.2308065730870653,
+          0.2645752076477775,
+          0.0222984191676425,
+          0.0017818131424542,
+          0.061391827756733,
+          0.0466341139577001,
+          0.0685675121884226,
+          0.0345460966063047,
+          0.0742777379376246,
+          0.0447332083316952,
+          0.0585076306656903,
+          0.036779545854983,
+          0.0258856485910954,
+          0.0288268357925318,
+          0.2625413051603978,
+          0.122037043958373,
+          0.1891400409731513,
+          0.1681774513220414,
+          0.270687474855342,
+          0.0937394912921102,
+          0.032985558370704,
+          0.1497421083667586,
+          0.2453754565185324,
+          0.0421354979427216,
+          0.1195371178527897,
+          0.1772786602964193,
+          0.0894529858315303,
+          0.1101152022240516,
+          0.2039559368016421,
+          0.0299078663953853,
+          0.1222230227909392,
+          0.0419841232950593,
+          0.0875448241574165,
+          0.0390117897298735,
+          0.9917565139263252,
+          0.9976220792376168,
+          0.9908138358856622,
+          0.517523824603947,
+          0.3338438662281405,
+          0.5123692773117389,
+          0.2357208931753029,
+          0.0603238578216998,
+          0.7893535926609497,
+          0.0726161247106597,
+          0.1323081858343272,
+          0.4958299451519251,
+          0.4615416104180114,
+          0.0053961253293434,
+          0.0673505168943469,
+          0.3761510412964243,
+          0.1742383786599989,
+          0.5486401473211884,
+          0.0520672631794141,
+          0.6080326913752112,
+          0.6984350672518377,
+          0.2990130230594978,
+          0.907080017092832,
+          0.2518018174630895,
+          0.9409840735007644,
+          0.4315836653999498,
+          0.770925185334963,
+          0.8834973189041614,
+          0.8234678240249466,
+          0.3580709697520762,
+          0.7358734481839604,
+          0.2001661174144549,
+          0.1067046209656631,
+          0.0767851754314286,
+          0.0304365206762823,
+          0.3356917331740057,
+          0.1836718046484004,
+          0.1833445641382529,
+          0.0570664027991004,
+          0.2424635662092228,
+          0.0359492701956271,
+          0.0713726691376403,
+          0.2646763176777088,
+          0.4795585086588033,
+          0.0813003969733314,
+          0.0647879297198734,
+          0.0069772495601362,
+          0.0089628765700838,
+          0.002085360873248,
+          0.0092874228230063,
+          0.0027826956397329,
+          0.0140700943827261,
+          0.0236669703750808,
+          0.0252276093548975,
+          0.0012433218044805,
+          0.0053233842152503,
+          0.0053549965544177,
+          0.000027156202476645665,
+          0.0025079330429226,
+          0.0020616445464086,
+          0.0039858307506453,
+          0.0248088136784361,
+          0.095554247824611,
+          0.00003782720532607051,
+          0.0026951137334356,
+          0.0051806020407553,
+          0.0041930142221083,
+          0.0014826083538777,
+          0.0003014299837117,
+          0.0016902039504813,
+          0.018162606726345,
+          0.0056202009379987,
+          0.1005017225858331,
+          0.0245840986173165,
+          0.0102108814534344,
+          0.0107803577975623,
+          0.0421412375559872,
+          0.0075686574388029,
+          0.0119069993728264,
+          0.0216676202078908,
+          0.024112839096339,
+          0.016191589285874,
+          0.0188639187733665,
+          0.0005376344086021,
+          0.2000555643002249,
+          0.0206157791516667,
+          0.0041002343650395,
+          0.0123603724617433,
+          0.0236290402075518,
+          0.0934941480180631,
+          0.0027344193641158,
+          0.2210698349478332,
+          0.0065626260507514,
+          0.0627698530583293,
+          0.0015140229641193,
+          0.0072011260923108,
+          0.0045213544254887,
+          0.0052409194344367,
+          0.0163693604698666,
+          0.000010053383466205551,
+          0.005073159008011,
+          0.217768873403919,
+          0.0313694375683062,
+          0.0003916022129999,
+          0.0071265945027821,
+          0.0052386204990606,
+          0.0032186947547318,
+          0.0040000919106813,
+          0.0047495419954748,
+          0.3663107886170949,
+          0.0243791919211999,
+          0.0052815393014724,
+          0.0004901960784313,
+          0.0109932460560662,
+          0.0096875403325463,
+          0.0175160862825493,
+          0.0218929769298662,
+          0.0029654217291781,
+          0.0023312607914157,
+          0.0014045530085647,
+          0.0272440205863137,
+          0.1171007739930341,
+          0.1064141594909105,
+          0.1586330208395241,
+          0.6928206787179723,
+          0.6883065138679298,
+          0.8310728814944762,
+          0.4882922185199669,
+          0.1916384457245993,
+          0.4213334762375586,
+          0.0116975184264404,
+          0.0936881522023821,
+          0.177577983258983,
+          0.3571644395302697,
+          0.0734719949874024,
+          0.0425459882060301,
+          0.4609170649354331,
+          0.0168684435671792,
+          0.43220679467126,
+          0.0076014630121591,
+          0.0454632353418692,
+          0.7376946947277406,
+          0.0666666666666666,
+          1,
+          0.0042068284976138,
+          0.0289201496901289,
+          0.0007806401249024,
+          1,
+          0.1833971088435373,
+          0.0055340860221973,
+          1,
+          1,
+          0.0005970149253731,
+          0.000653167864141,
+          1,
+          0.001841620626151,
+          0.0269574796955106,
+          0.0151515151515151,
+          1,
+          1,
+          1,
+          0.001082251082251,
+          1,
+          0.2,
+          0.5007007708479327,
+          1,
+          1,
+          0.6122207534699272,
+          0.9775786665471188,
+          0.0059312282126781,
+          1,
+          0.0056397402301469,
+          0.5,
+          0.0018018018018018,
+          0.0009372071227741,
+          0.0010384215991692,
+          0.3968689642799195,
+          0.5535551120261957,
+          0.9544025346025836,
+          0.5801034660636765,
+          0.066703245894172,
+          0.9053131320367996,
+          0.5735701881516397,
+          0.8339883324471311,
+          0.7021607022176044,
+          0.9768759991505862,
+          0.9583879186638148,
+          0.8235144451712874,
+          0.948377506556802,
+          0.4923757439345692,
+          0.992970255730044,
+          0.8268523810515537,
+          0.9131004008070718,
+          0.8235144520346078,
+          0.8074206554152196,
+          0.8794038096452736,
+          0.8339883870933744,
+          0.9421833305020378,
+          0.823514486350622,
+          0.8339890589871864,
+          0.6037584056717167,
+          0.8235144657959571,
+          0.0678573456146895,
+          0.5757234711948978,
+          0.0433941250304429,
+          0.7015421886073693,
+          0.8339889889097695,
+          0.8279877998780905,
+          0.959953084390605,
+          0.8338482606401906,
+          0.1031266032308773,
+          0.9718491015673606,
+          0.7031996296863017,
+          0.4945030819575546,
+          0.0663959124172727,
+          0.0111357415519349,
+          0.0125630075305213,
+          0.776982310427042,
+          0.0191787227930912,
+          0.9178179727951572,
+          0.95806896324386,
+          0.9593104589769668,
+          0.5265193865399211,
+          0.7627048831680108,
+          0.625724963271805,
+          0.6557889742764019,
+          0.0150569742739803,
+          0.964420857540949,
+          0.0186878621532751,
+          0.914291235318628,
+          0.9977372114715984,
+          0.0151934393373235,
+          0.0190607721577046,
+          0.7597120203035821,
+          0.5187870275682767,
+          0.8095612578614829,
+          0.843748197767318
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "IForest",
+         "marker": {
+          "color": "darkmagenta"
+         },
+         "name": "IForest",
+         "notched": false,
+         "offsetgroup": "IForest",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest",
+          "IForest"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.1541495109705011,
+          0.1828537225644812,
+          0.1959854198886696,
+          0.4944856951616627,
+          0.1269996000418509,
+          0.3481461203296777,
+          0.3729823649933063,
+          0.7073088378032619,
+          0.2574708613786339,
+          0.1883774493305826,
+          0.549848829452746,
+          0.0804660497789273,
+          0.2986725980896461,
+          0.0654697312936503,
+          0.3179048343756012,
+          0.5084686500808647,
+          0.270285273872257,
+          0.2216756580776354,
+          0.1588230954347528,
+          0.6263401047269108,
+          0.1135030835651912,
+          0.3527449047701973,
+          0.8499480636792989,
+          0.4761210221369676,
+          0.1022717334965304,
+          0.2924107703485669,
+          0.2657930099658782,
+          0.2289238103400518,
+          0.002625159011392,
+          0.0007391901243786,
+          0.0080735645508484,
+          0.0197780050989866,
+          0.0016368260995122,
+          0.0004425367617116,
+          0.0005599489751301,
+          0.0105037050328589,
+          0.003922985096521,
+          0.0025121207168439,
+          0.0006881419960784,
+          0.0074040175112047,
+          0.0067761767942027,
+          0.0047660197131926,
+          0.0395169113257852,
+          0.020071978899986,
+          0.0019965290776234,
+          0.0018615180933434,
+          0.8440311559618638,
+          0.0056483187556039,
+          0.0006689556734507,
+          0.0065530174130262,
+          0.0189632127101908,
+          0.0023364304474304,
+          0.0127463498872884,
+          0.199000102030405,
+          0.3519031740153936,
+          0.7720479082794484,
+          0.63798687206564,
+          0.017696084884944,
+          0.0957466911054028,
+          0.3914480523513182,
+          0.2461896155307701,
+          0.7627501796839461,
+          0.1327954216441831,
+          0.0826007272534462,
+          0.232787481746164,
+          0.1028807556766953,
+          0.0852586586446177,
+          0.1002331894806152,
+          0.0746207745862565,
+          0.183616601590109,
+          0.2121241303355452,
+          0.2324818283454053,
+          0.4965785621747466,
+          0.0579945151817877,
+          0.3779862372103895,
+          0.023508357975088,
+          0.1398445749956723,
+          0.1394886353586786,
+          0.0582002203826734,
+          0.4882302631439762,
+          0.0711997580954261,
+          0.0215288378753496,
+          0.0177179617416349,
+          0.9994215521586618,
+          0.7016268240431965,
+          0.0145239510804474,
+          0.0521972990967461,
+          0.3353452701318817,
+          0.6899787322961035,
+          0.6110902150358634,
+          0.3830651586041679,
+          0.6051001871590436,
+          0.3329783439956831,
+          0.3189712681088695,
+          0.7259826063225873,
+          0.6733363988491226,
+          0.0152473291375402,
+          0.6772171844503921,
+          0.0683859675371841,
+          0.0156195937303451,
+          0.6974869082528083,
+          0.9990835477982408,
+          0.0848145978233491,
+          0.0287519996201643,
+          0.0151790625976798,
+          0.001923059129916,
+          0.0186726011260606,
+          0.6976093853565047,
+          0.0650127685113598,
+          0.0020070318555837,
+          0.0281971876739014,
+          0.667568847613024,
+          0.8910190511853523,
+          0.0703058974253534,
+          0.9157833342991814,
+          0.1209580462037068,
+          0.9556649603407664,
+          0.0168368961388275,
+          0.494809886774647,
+          0.1322344041610136,
+          0.159605070971713,
+          0.1322415846156978,
+          0.8800407425768931,
+          0.6960928709914863,
+          0.4967086260446152,
+          0.8827221351808772,
+          0.6826569597344234,
+          0.6297629296925614,
+          0.0021260231788048,
+          0.0014723023302638,
+          0.0022747859029449,
+          0.0034592518042668,
+          0.0020654399425793,
+          0.0212715896974446,
+          0.001752390564731,
+          0.0027702825026092,
+          0.0018330142901027,
+          0.6968957466922832,
+          0.6496672772177777,
+          0.727888672621627,
+          0.5138595514120043,
+          0.273994298469428,
+          0.2034070000328413,
+          0.2925551218136784,
+          0.6799180410891482,
+          0.2314187632247616,
+          0.0450466077943465,
+          0.4791209738004929,
+          0.6206846309230891,
+          0.0526677531837362,
+          0.3091809810574453,
+          0.4723778063818047,
+          0.1442103985040503,
+          0.2435417203434563,
+          0.704623441023019,
+          0.080792693564815,
+          0.574361654262031,
+          0.0533814203493373,
+          0.0952764025878031,
+          0.1683103950164531,
+          0.1239242746684362,
+          0.1729841538904162,
+          0.0805418335382632,
+          0.0013575536515422,
+          0.0011351094951376,
+          0.541463612729107,
+          0.0110167196997951,
+          0.0225854298172742,
+          0.0509012052676926,
+          0.6749942060813678,
+          0.0265714687390477,
+          0.419256667520128,
+          0.7525877773488919,
+          0.0083841349803877,
+          0.1023581286883882,
+          0.011093480163587,
+          0.0160158505241045,
+          0.3783160077917254,
+          0.2906178285548312,
+          0.6280228361745148,
+          0.9057234432234432,
+          0.1962582077199074,
+          0.8885158756147286,
+          0.0964646166166653,
+          0.8224452444193016,
+          0.2489623223255339,
+          0.7988483072066103,
+          0.9167007471534244,
+          0.7991359393458546,
+          0.1394155160045949,
+          0.077436546376165,
+          0.0943552499083671,
+          0.0475614846820464,
+          0.0970830809942555,
+          0.0581193878873103,
+          0.072236071042716,
+          0.044492440132678,
+          0.1168518551370385,
+          0.074639407808645,
+          0.064209169656563,
+          0.0659646079211486,
+          0.1125386274366306,
+          0.094204859905768,
+          0.0724747556344576,
+          0.0556525652028668,
+          0.0739812238848341,
+          0.0532839866028756,
+          0.0101730560323553,
+          0.002211224901283,
+          0.0113144263607962,
+          0.0024739715178899,
+          0.1857493491632582,
+          0.1061031333820713,
+          0.0059685063298586,
+          0.0057706804006474,
+          0.0191412902697131,
+          0.0066799232521331,
+          0.000006575183940770743,
+          0.026564108574377,
+          0.0018502283723817,
+          0.0105845463761913,
+          0.0201211306305612,
+          0.0895444814665156,
+          0.000006892416274373307,
+          0.0007870734540585,
+          0.3158828607221372,
+          0.000839682416479,
+          0.0012201141018349,
+          0.0008228995501422,
+          0.0012915795655861,
+          0.01652727253891,
+          0.0077953599158107,
+          0.0392954866799113,
+          0.024396618903193,
+          0.0173183486460837,
+          0.0510508270785056,
+          0.181834459143703,
+          0.0070416004309865,
+          0.0056337165272773,
+          0.0114115070655832,
+          0.037365423034218,
+          0.0360378916741972,
+          0.0080415799805851,
+          0.0004889975550122,
+          0.9890665520708064,
+          0.9879400884492388,
+          0.0054184335848611,
+          0.0252814245966099,
+          0.045020816690344,
+          0.0597200218958568,
+          0.0029578743749145,
+          0.5170101053745936,
+          0.008111314936478,
+          0.0061357349470234,
+          0.0016509790250373,
+          0.0110323933187045,
+          0.0032110096385835,
+          0.0041079521385791,
+          0.034543002057556,
+          0.000026001040041601664,
+          0.0070651132039643,
+          0.0006739079409499,
+          0.1550876816800742,
+          0.0014616825974872,
+          0.0064269044742991,
+          0.0059589101527598,
+          0.0053678913274465,
+          0.1718247430021569,
+          0.0021651583220259,
+          0.000560570875203,
+          0.0530634429135589,
+          0.0027722167848261,
+          0.000168605631428,
+          0.0045474764784565,
+          0.0072794869931963,
+          0.0101910248633602,
+          0.0121039034948473,
+          0.0051885586500756,
+          0.0021112220607903,
+          0.0069164802934878,
+          0.0056782631531016,
+          0.0230932306289608,
+          0.0233893013204627,
+          0.2046283556152827,
+          0.994649077185094,
+          0.0939503055476699,
+          0.1714793456945227,
+          0.7985260093577036,
+          0.8077253023089845,
+          0.9482642158343618,
+          0.0155361259057705,
+          0.015972148538161,
+          0.7797724936058175,
+          0.0025434032936268,
+          0.0074458229354663,
+          0.007960621088827,
+          0.2174071170801109,
+          0.0088116621043336,
+          0.5511528583293231,
+          0.0221656901813199,
+          0.0153572285368284,
+          0.7024320276028485,
+          0.0064102564102564,
+          0.0028735632183908,
+          0.0024549780706624,
+          0.9935007724833308,
+          0.0022988505747126,
+          0.0020576131687242,
+          0.0047611763446148,
+          0.003060283984822,
+          0.0171862330762505,
+          0.0156191829737658,
+          0.0018691588785046,
+          0.002053388090349,
+          0.0010460251046025,
+          0.0009578544061302,
+          0.9714451602701456,
+          0.0011933174224343,
+          0.0019801980198019,
+          0.0016260162601626,
+          0.0024271844660194,
+          0.0008019246190858,
+          0.0031055900621118,
+          0.0019305019305019,
+          0.0027467288622895,
+          0.0024390243902439,
+          0.1166666666666666,
+          0.0157183850446315,
+          0.9810228276274018,
+          0.0024126552233189,
+          0.0019011406844106,
+          0.0011279623854227,
+          0.0032467532467532,
+          0.000942507068803,
+          0.0015552099533437,
+          0.0021978021978021,
+          0.0729101340587613,
+          0.9925049751632646,
+          0.9956608033914504,
+          0.9923091096327008,
+          0.9950530860479292,
+          0.9956608033914504,
+          0.9923091096327008,
+          0.994236723631905,
+          0.9900543673058078,
+          0.9915395673179124,
+          0.9936458484380476,
+          0.8959738060524155,
+          0.9817877851663602,
+          0.9900543673058078,
+          0.9115966555533086,
+          0.9944408723506376,
+          0.9956608033914504,
+          0.8959738060524155,
+          0.9944408723506376,
+          0.7667061525416261,
+          0.994236723631905,
+          0.7637091949233177,
+          0.8959738060524155,
+          0.994236723631905,
+          0.9923091096327008,
+          0.8959738060524155,
+          0.9902938618740108,
+          0.9923091096327008,
+          0.972718057371202,
+          0.9900543673058078,
+          0.994236723631905,
+          0.9944408723506376,
+          0.9797048863232288,
+          0.9953752799545708,
+          0.6997974242760808,
+          0.9254963543300984,
+          0.9996628211730576,
+          0.8909187130051093,
+          0.3002803379668203,
+          0.8873402756817825,
+          0.993918472031862,
+          0.942573841936054,
+          0.0182622178196894,
+          0.7648772325289999,
+          0.4298508813038038,
+          0.9782437159331584,
+          0.1723271989611529,
+          0.2682352093371398,
+          0.7806681427726045,
+          0.490776114432377,
+          0.955867371302157,
+          0.7204192703831525,
+          0.9966641919714878,
+          0.7101756161775787,
+          0.6367295591351202,
+          0.9555688250495314,
+          0.9951883646723996,
+          0.6304860780977235,
+          0.913040753537592,
+          0.4885529599934675,
+          0.9869840677674347
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "Sub_KNN",
+         "marker": {
+          "color": "firebrick"
+         },
+         "name": "Sub_KNN",
+         "notched": false,
+         "offsetgroup": "Sub_KNN",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN",
+          "Sub_KNN"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.10343263334918,
+          0.0753054394986381,
+          0.0903367400495679,
+          0.211900080738998,
+          0.0921151303598933,
+          0.7804939197406765,
+          0.1025311198213378,
+          0.7159168553266336,
+          0.1467851247609699,
+          0.2673606936775093,
+          0.0694887068997529,
+          0.9159337130633848,
+          0.0686961992741844,
+          0.1371428655619331,
+          0.8570503848799818,
+          0.1075267500842549,
+          0.3833162030049362,
+          0.0883063367911297,
+          0.0862502557741695,
+          0.9961978134935456,
+          0.2504880142923018,
+          0.0720949515514184,
+          0.5312181996857016,
+          0.5619322407822815,
+          0.094834789761141,
+          0.0935548289950048,
+          0.0397015235125614,
+          0.7708761409501775,
+          0.0520988899627842,
+          0.0035706331417663,
+          0.0029519032883135,
+          0.0044547749657017,
+          0.0349965758094972,
+          0.0016958649515273,
+          0.000193142545124,
+          0.0020208281952197,
+          0.0005871310633005,
+          0.0141734069240812,
+          0.0002773212667741,
+          0.0098456417195165,
+          0.4846806805258776,
+          0.0202500686774209,
+          0.0084440554671737,
+          0.0345741487052744,
+          0.0437918289260932,
+          0.212630684691292,
+          0.0108530210481705,
+          0.0878535689046275,
+          0.0001410593056683,
+          0.0177420944105115,
+          0.0097366193779204,
+          0.0537670697449473,
+          0.0035956729709734,
+          0.9045042731305356,
+          0.3947168767993545,
+          0.0161791248945069,
+          0.0362141623055773,
+          0.4268905518954841,
+          0.6892080737737605,
+          0.0334587806723176,
+          0.2012484275352363,
+          0.1193048468703853,
+          0.0575122317119454,
+          0.0577513620527756,
+          0.1667680143555404,
+          0.057689341028457,
+          0.0542110573717376,
+          0.0457386314709595,
+          0.0491938071811829,
+          0.1539417287015178,
+          0.1500168716465323,
+          0.1682097373778095,
+          0.0338932937578225,
+          0.6064551029892962,
+          0.5127619971758018,
+          0.6963210667423858,
+          0.279177621406833,
+          0.0179886753542943,
+          0.6624302700772268,
+          0.4274879657652595,
+          0.8040465503650389,
+          0.1031250690291624,
+          0.0332246344237545,
+          0.4765168565814751,
+          0.0972128778383942,
+          0.0497566633109275,
+          0.7735572151373833,
+          0.288769366723059,
+          0.0267635646748041,
+          0.0150712324971733,
+          0.0723419735391027,
+          0.3640216629194772,
+          0.0118322840585803,
+          0.081861387151412,
+          0.0166941921769396,
+          0.0692818731705618,
+          0.7672799347447495,
+          0.0068709090203274,
+          0.0155551995325569,
+          0.0449345292402107,
+          0.0772158212305567,
+          0.5634231680180241,
+          0.3410261123964722,
+          0.0050884998396303,
+          0.0476740888299641,
+          0.0408170782090753,
+          0.0133726105745565,
+          0.0273300989177475,
+          0.7749229135062432,
+          0.0241258374394605,
+          0.0963602904909927,
+          0.0291427089430587,
+          0.0085162251652031,
+          0.7625378133156338,
+          0.0059915038091899,
+          0.0142718425264388,
+          0.0050034512367677,
+          0.0332538405109831,
+          0.0081309746070334,
+          0.8498743453009932,
+          0.5398599609585745,
+          0.8251393893358316,
+          0.5749013004499102,
+          0.2153762509947459,
+          0.4473496488059603,
+          0.5411709576116785,
+          0.7049287554886386,
+          0.6098544765563699,
+          0.2287711461491281,
+          0.2676648010860015,
+          0.3488637154565584,
+          0.3566561006929177,
+          0.3055166119200092,
+          0.3711664043134945,
+          0.317939465940447,
+          0.3807519572524433,
+          0.3535197162400039,
+          0.7100899496335756,
+          0.7401773086083793,
+          0.6720913474095112,
+          0.1419763904887445,
+          0.897781049865328,
+          0.6477256517314346,
+          0.6515691303473449,
+          0.2886071640989366,
+          0.287732665539423,
+          0.8064226029299092,
+          0.8466194377359249,
+          0.2260472004705512,
+          0.5365890817180483,
+          0.5367488043212529,
+          0.502324180006374,
+          0.4581466742654981,
+          0.659649827693312,
+          0.3204427057667937,
+          0.6970821333028943,
+          0.7965658108797213,
+          0.4597976193321744,
+          0.4110156429597735,
+          0.5925545621981015,
+          0.1283675299144169,
+          0.1603557049230425,
+          0.0374752480941139,
+          0.0004564974797861,
+          0.0714160977906409,
+          0.0221331000110635,
+          0.0032934872226938,
+          0.0113626772002764,
+          0.0607240274611745,
+          0.0179250011206262,
+          0.0292753880570464,
+          0.0701862197181454,
+          0.0056175203019456,
+          0.0023492120194412,
+          0.1086899621982991,
+          0.0026000828912965,
+          0.0047592896190069,
+          0.0395996857229188,
+          0.7061712517730954,
+          0.0436092588855734,
+          0.0481081285573615,
+          0.0546042314665098,
+          0.2211927344310602,
+          0.0634168538254101,
+          0.0648033740725361,
+          0.1014029350536831,
+          0.2191785636914595,
+          0.0817515775827483,
+          0.2181056447107488,
+          0.4821662398986781,
+          0.0897844451488843,
+          0.6939656126692612,
+          0.1683604369450515,
+          0.6929063753179071,
+          0.0701723091178257,
+          0.0680003489508818,
+          0.1968634653773181,
+          0.7817215955219927,
+          0.5546904658558592,
+          0.0750393988320725,
+          0.2339631729440535,
+          0.602624917517607,
+          0.4973287604797344,
+          0.8768963017338983,
+          0.5574104675423625,
+          0.1601672827617932,
+          0.1129571397681355,
+          0.4541804118490241,
+          0.0005445577566761,
+          0.4393714182240901,
+          0.0166718337822749,
+          0.233351821571277,
+          0.0818583860760544,
+          0.6237731216562226,
+          0.2306920769221139,
+          0.7532156736720457,
+          0.0191335751863822,
+          0.00006243366423175376,
+          0.0383995278536065,
+          0.0087178504404901,
+          0.7862233991447352,
+          0.0400500747024966,
+          0.3602535325595959,
+          0.0003150598613736,
+          0.0275807838803789,
+          0.4944888844987761,
+          0.8806003674575966,
+          0.0004707918483577,
+          0.0017519790759054,
+          0.0091595021562242,
+          0.7237094932829791,
+          0.622493681074114,
+          0.4009672191301647,
+          0.7363756092569896,
+          0.0827771191126161,
+          0.0132530771763839,
+          0.4178269858947316,
+          0.4196816560621518,
+          0.0598135043563281,
+          0.1103476182581076,
+          0.8157606749554591,
+          0.3146812341807399,
+          0.1998132854702301,
+          0.0095238095238095,
+          0.1708912496362855,
+          0.2882478486422987,
+          1,
+          0.3219061737857379,
+          0.9014225732270708,
+          0.4371691255599891,
+          0.9712924247377804,
+          0.7039261990829866,
+          0.0080532623642118,
+          0.6256769081224371,
+          0.2142910092986567,
+          0.008701331726784,
+          0.1843030385740391,
+          0.1763717715108953,
+          0.380630829587337,
+          0.00007331915829606276,
+          0.0146422532572118,
+          0.0951043490105857,
+          0.9339392496814676,
+          0.1130716018668151,
+          0.4034665500191906,
+          0.0070216784929449,
+          0.9964233422236584,
+          0.011007466592543,
+          0.1010056345853754,
+          0.0850332763143479,
+          0.0227525905930766,
+          0.0932456603139322,
+          0.0087719298245614,
+          0.0669954634806364,
+          0.066075196880407,
+          0.114688547275203,
+          0.0470289735669203,
+          0.0051686407545638,
+          0.9279154926288814,
+          0.0027810424389796,
+          0.5000394562696319,
+          0.0210771362744702,
+          0.5611106072058453,
+          0.231883685025054,
+          0.1574374330972467,
+          0.4863798150839283,
+          0.4116140339247076,
+          0.620924454984151,
+          0.0184636015193976,
+          0.7025794569182982,
+          0.0079594970388208,
+          0.9310056377914152,
+          0.3460131647404647,
+          0.7196376457421337,
+          0.6558049087875334,
+          0.7727257416025921,
+          0.0056980147338382,
+          0.7142360274148488,
+          0.2124485616147973,
+          0.1929316458672488,
+          0.8736483511065652,
+          0.1103758314980202,
+          0.2,
+          0.0714285714285714,
+          0.0611621648702423,
+          0.1639823499226428,
+          0.0476190476190476,
+          0.0158730158730158,
+          0.0585947627689914,
+          0.0186105985498568,
+          0.0362764974961346,
+          0.1166435486077987,
+          0.0588235294117647,
+          0.1,
+          0.0434782608695652,
+          0.125,
+          0.6454222228158287,
+          0.25,
+          0.0185185185185185,
+          0.0158730158730158,
+          0.04,
+          0.1666666666666666,
+          1,
+          0.125,
+          0.5093457943925234,
+          0.0277777777777777,
+          0.0049085740441831,
+          0.062124035852782,
+          0.1111987771283489,
+          0.0777777777777777,
+          0.0022675736961451,
+          0.0741758241758241,
+          0.3333333333333333,
+          0.25,
+          0.0909090909090909,
+          0.05,
+          0.0827968381937466,
+          0.9158297579703552,
+          0.7384428571420749,
+          0.8176044711549455,
+          0.287163224805404,
+          0.7384428571420749,
+          0.8176044711549455,
+          0.1322886112151335,
+          0.5981800645215954,
+          0.1803497876272921,
+          0.4446118409340969,
+          0.5787147508287025,
+          0.1597138155646458,
+          0.5981800645215954,
+          0.7680153980013944,
+          0.8444247690776234,
+          0.7384428571420749,
+          0.5787147508287025,
+          0.8444247690776234,
+          0.6828028328801512,
+          0.1322886112151335,
+          0.9158272703172352,
+          0.5787147508287025,
+          0.1322886112151335,
+          0.8176044711549455,
+          0.5787147508287025,
+          0.7776670134188279,
+          0.8176044711549455,
+          0.0444928412152307,
+          0.5981800645215954,
+          0.1322886112151335,
+          0.8444247690776234,
+          0.1973564508894319,
+          0.0859182203015193,
+          0.1060413652832171,
+          0.1714868310011292,
+          0.0660527555519114,
+          0.2829833813654591,
+          0.2910264448192488,
+          0.0159060721195466,
+          0.0645689470577142,
+          0.026481400645131,
+          0.7379216579116479,
+          0.5114748500356769,
+          0.6290296014396474,
+          0.1333903102695257,
+          0.3692048165731021,
+          0.454974470915577,
+          0.5221796777702639,
+          0.8338511351327449,
+          0.0470381658804744,
+          0.6481857743245824,
+          0.0736645679968949,
+          0.6445181022431854,
+          0.1064818495718309,
+          0.1039503527034393,
+          0.107925159901918,
+          0.4186493607077957,
+          0.0904176140377435,
+          0.5964087073532922,
+          0.215355629425241
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        },
+        {
+         "alignmentgroup": "True",
+         "hovertemplate": "Model=%{x}<br>AUC-PR=%{y}<extra></extra>",
+         "legendgroup": "LOF",
+         "marker": {
+          "color": "darksalmon"
+         },
+         "name": "LOF",
+         "notched": false,
+         "offsetgroup": "LOF",
+         "orientation": "v",
+         "showlegend": true,
+         "type": "box",
+         "x": [
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF",
+          "LOF"
+         ],
+         "x0": " ",
+         "xaxis": "x",
+         "y": [
+          0.1405806868285745,
+          0.136905865738992,
+          0.1085310842837359,
+          0.1578965382348436,
+          0.1039013142001096,
+          0.1396858059506953,
+          0.1700664860237296,
+          0.1306767787949828,
+          0.1151248690237562,
+          0.223608966267617,
+          0.2310057178867871,
+          0.131146049028322,
+          0.1354755559990608,
+          0.1008768895326078,
+          0.1876378778008764,
+          0.2532557673271695,
+          0.0997271148598362,
+          0.1191671718129292,
+          0.1327105835059492,
+          0.193538664235068,
+          0.1254583986934821,
+          0.2062330223280688,
+          0.0944340297190888,
+          0.2261414238702548,
+          0.1006552949671405,
+          0.0992911590104868,
+          0.0733132431106474,
+          0.1185934482996176,
+          0.1042575933190469,
+          0.0737399029035632,
+          0.5590727203140563,
+          0.3252470917881531,
+          0.1251487728643251,
+          0.0034277383006427,
+          0.004329334561014,
+          0.2744593477059104,
+          0.07821285849375,
+          0.08228623642303,
+          0.0046964240246424,
+          0.1032121236637011,
+          0.1276236563561687,
+          0.111560008316297,
+          0.0848461243246629,
+          0.0391453782659907,
+          0.089430869283335,
+          0.0767320721785464,
+          0.1893013963334477,
+          0.0622238047943514,
+          0.3452991602112266,
+          0.0738006536969987,
+          0.1099967384947655,
+          0.0590060917263214,
+          0.4408840795866746,
+          0.0576471788593,
+          0.1707804660572297,
+          0.1353914059127035,
+          0.1782619062474773,
+          0.0214754098360655,
+          0.0470537881786,
+          0.0872899139063756,
+          0.477613321943074,
+          0.185542778307713,
+          0.0726340194049369,
+          0.0585979210919837,
+          0.190639057641423,
+          0.0772351843745404,
+          0.0601233771499426,
+          0.075494273969745,
+          0.0590799623551974,
+          0.1498300649987244,
+          0.1857506833410021,
+          0.1912227240806318,
+          0.129509098249193,
+          0.0456978219335165,
+          0.0690206105472204,
+          0.0280117357339858,
+          0.1032516841956689,
+          0.015458112700454,
+          0.0298630431135071,
+          0.079926833833455,
+          0.0417918579283705,
+          0.0581032999440075,
+          0.0477202588550411,
+          0.3612181789014125,
+          0.0675990080779291,
+          0.2593157050591376,
+          0.1685303382640404,
+          0.1383354756753117,
+          0.2108720879888618,
+          0.2984362899832991,
+          0.1566784967372049,
+          0.1020867073177697,
+          0.210839989232285,
+          0.1425024993992651,
+          0.320949213404367,
+          0.4844939652360845,
+          0.0692714825133238,
+          0.3541931146539757,
+          0.2409873133660909,
+          0.2275659489032714,
+          0.0808792566801892,
+          0.1076455779765381,
+          0.0261990147431074,
+          0.0598532159472378,
+          0.2162010510083726,
+          0.0787043746182537,
+          0.0565337963886233,
+          0.2276739220975757,
+          0.2041608675132499,
+          0.0807379903847002,
+          0.0511692005403612,
+          0.2929889732604834,
+          0.2642206693593207,
+          0.2377342376334919,
+          0.103237647789233,
+          0.4314745111675221,
+          0.2163116771252634,
+          0.0418886175622266,
+          0.2321049640386637,
+          0.1486432634012925,
+          0.1493518199784113,
+          0.1488384288198663,
+          0.2139652152344032,
+          0.3264826097564385,
+          0.3182543176758732,
+          0.1795836313649507,
+          0.1741829138325118,
+          0.1698641477252712,
+          0.0025732981097814,
+          0.0018668108263324,
+          0.0021531568421192,
+          0.0023270128625175,
+          0.0020654009278846,
+          0.002164834555865,
+          0.0022661017619902,
+          0.0023533606517403,
+          0.0021095293152135,
+          0.0913694133207964,
+          0.0863885938778863,
+          0.0688350284612982,
+          0.076136928874883,
+          0.0109500415645719,
+          0.0259951474978782,
+          0.0669836069341915,
+          0.0955346638019348,
+          0.0190463182419649,
+          0.0321959105444343,
+          0.0371275953189653,
+          0.0892952663425079,
+          0.0114861590642819,
+          0.0215330093197543,
+          0.0617399692764755,
+          0.041418176996053,
+          0.0333433780143379,
+          0.0798880693387187,
+          0.0283976220989755,
+          0.0376022369253553,
+          0.0351215450067942,
+          0.0610002449549099,
+          0.0340030393869326,
+          0.2460396262418126,
+          0.2088996299028087,
+          0.0490452261306532,
+          0.0082170328178869,
+          0.3349024683602747,
+          0.0807128193302839,
+          0.0200946262124179,
+          0.0185210894670788,
+          0.1133514334016599,
+          0.1205023917329787,
+          0.2779581141693215,
+          0.0760264821397243,
+          0.4267011212634134,
+          0.043824213102474,
+          0.027202604887494,
+          0.0266881415938592,
+          0.0218759082227946,
+          0.0889241840611171,
+          0.2021208931819844,
+          0.0977502851256609,
+          0.3022757281559719,
+          0.2516595788846365,
+          0.4855046189344106,
+          0.2153025703428273,
+          0.4596550610033444,
+          0.291118878998896,
+          0.4105897254355469,
+          0.4347243343884888,
+          0.4212176859553052,
+          0.0715421233322276,
+          0.0887755102040816,
+          0.2069320811790464,
+          0.0527709664092261,
+          0.103658650482365,
+          0.0649328666786767,
+          0.0621674679780775,
+          0.0526040888472349,
+          0.1058990635652035,
+          0.088033744713175,
+          0.1152481045006791,
+          0.0786616157976434,
+          0.096330742292226,
+          0.2318904400296736,
+          0.0812615726152311,
+          0.0831311736889154,
+          0.0862447643103002,
+          0.2036702904830869,
+          0.004349865264461,
+          0.0011438925155548,
+          0.0060748480566508,
+          0.0053043788845971,
+          0.2687385817145953,
+          0.0078809934455508,
+          0.0082713658587362,
+          0.1007030887329918,
+          0.081167541987161,
+          0.0118164076505809,
+          0.0022779043280182,
+          0.0040117330973414,
+          0.020676862745098,
+          0.0038313398731863,
+          0.0365542897064578,
+          0.0262345647013179,
+          0.000007898582204494294,
+          0.0036227037355614,
+          0.004308798966604,
+          0.0024878697606246,
+          0.0009405125959538,
+          0.0006090880298822,
+          0.0186987849129946,
+          0.0195776326875381,
+          0.0090262511323115,
+          0.100860659218783,
+          0.0251522884374768,
+          0.0103024590196319,
+          0.0111183361533455,
+          0.0867090356890681,
+          0.0071987570637992,
+          0.0035637128512672,
+          0.3343137458527264,
+          0.0225893432621444,
+          0.5257955332643193,
+          0.0036737547857568,
+          0.0001304801670146,
+          0.0385578435451948,
+          0.0140124459566317,
+          0.0038976035582529,
+          0.0062371370355979,
+          0.0101034870348365,
+          0.0906230826770178,
+          0.0035701541771874,
+          0.0686293718320343,
+          0.0065719854567208,
+          0.0097084560266709,
+          0.1603535299140286,
+          0.0060771892563289,
+          0.0035285297029119,
+          0.0051550132751561,
+          0.0043944835219908,
+          0.0005720823798627,
+          0.0155928292791167,
+          0.0026397520760122,
+          0.0195585156689854,
+          0.0351129014402724,
+          0.3914582930247639,
+          0.0141221272201723,
+          0.0044639862544925,
+          0.0133157801441507,
+          0.0054519266983294,
+          0.0013636640318323,
+          0.0046716684974922,
+          0.1678687787830612,
+          0.0002746498214776,
+          0.1927864747058239,
+          0.0145290254024256,
+          0.0079429448868302,
+          0.0092194726086932,
+          0.0009475080538184,
+          0.0343830547652248,
+          0.0036012120728193,
+          0.0096873224329364,
+          0.3584660587273877,
+          0.0233893013204627,
+          0.0981033919647813,
+          0.3333742655543706,
+          0.0259578558372803,
+          0.7825089142425222,
+          0.323195358455113,
+          0.0658281900082702,
+          0.0861639780116655,
+          0.0082555149546623,
+          0.0226679781062557,
+          0.119627951067729,
+          0.0683159193886522,
+          0.013804253202338,
+          0.0140257771038665,
+          0.5697747946283829,
+          0.0177630607788338,
+          0.1772626961571657,
+          0.6504389179785213,
+          0.0346849865951742,
+          0.1206834698967151,
+          0.0277777777777777,
+          1,
+          0.0059387253028023,
+          0.3437771375433802,
+          0.001082251082251,
+          1,
+          0.1679094406090556,
+          0.0067008320934589,
+          1,
+          1,
+          0.0060975609756097,
+          0.0035211267605633,
+          1,
+          0.0041493775933609,
+          0.2265932313131273,
+          0.005,
+          1,
+          0.0416666666666666,
+          1,
+          0.0011534025374855,
+          1,
+          0.1111111111111111,
+          0.8333333333333333,
+          1,
+          1,
+          0.6081894305691884,
+          0.3792663091715192,
+          0.0023521192361434,
+          1,
+          0.0021664500948233,
+          0.25,
+          0.0161290322580645,
+          0.0019047619047619,
+          0.0019230769230769,
+          0.2990751340762127,
+          0.1830605816691892,
+          0.2608959070530289,
+          0.2211449735661129,
+          0.2547509904050904,
+          0.2608959070530289,
+          0.2211449735661129,
+          0.2111939985342952,
+          0.136173781225439,
+          0.3752219075052516,
+          0.2607886412013912,
+          0.3498397753313118,
+          0.2578516939086144,
+          0.136173781225439,
+          0.478832772251796,
+          0.1400096555240559,
+          0.2608959070530289,
+          0.3498397753313118,
+          0.1400096555240559,
+          0.2885138706685925,
+          0.2111939985342952,
+          0.2875529263215605,
+          0.3498397753313118,
+          0.2111939985342952,
+          0.2211449735661129,
+          0.3498397753313118,
+          0.1668913965980641,
+          0.2211449735661129,
+          0.089206377376984,
+          0.136173781225439,
+          0.2111939985342952,
+          0.1400096555240559,
+          0.4607659348013322,
+          0.035834689215262,
+          0.1739645655459327,
+          0.2119774130127311,
+          0.0475967274462313,
+          0.1169471435482338,
+          0.1861908410007706,
+          0.0906015108034702,
+          0.1198688179952362,
+          0.0727703213254055,
+          0.0436832947797067,
+          0.0972830953606347,
+          0.3364618814836899,
+          0.0574455310738452,
+          0.1963228662955609,
+          0.3125578133145491,
+          0.2095486103998248,
+          0.2775602807609236,
+          0.0874355514085529,
+          0.2467092781377692,
+          0.1576792756615718,
+          0.1116993006586579,
+          0.1905156250476431,
+          0.122449960396874,
+          0.1695512968750395,
+          0.0806482836648526,
+          0.1072570183157936,
+          0.3590258032385338,
+          0.0754958959629854
+         ],
+         "y0": " ",
+         "yaxis": "y"
+        }
+       ],
+       "layout": {
+        "boxmode": "overlay",
+        "height": 700,
+        "legend": {
+         "bgcolor": "white",
+         "bordercolor": "lightgrey",
+         "borderwidth": 2,
+         "font": {
+          "color": "black",
+          "family": "Courier",
+          "size": 12
+         },
+         "orientation": "h",
+         "title": {
+          "font": {
+           "family": "Times New Roman"
+          },
+          "text": "Group"
+         },
+         "tracegroupgap": 0,
+         "x": 0.1,
+         "y": -0.1
+        },
+        "margin": {
+         "t": 60
+        },
+        "template": {
+         "data": {
+          "bar": [
+           {
+            "error_x": {
+             "color": "rgb(51,51,51)"
+            },
+            "error_y": {
+             "color": "rgb(51,51,51)"
+            },
+            "marker": {
+             "line": {
+              "color": "rgb(237,237,237)",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "bar"
+           }
+          ],
+          "barpolar": [
+           {
+            "marker": {
+             "line": {
+              "color": "rgb(237,237,237)",
+              "width": 0.5
+             },
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "barpolar"
+           }
+          ],
+          "carpet": [
+           {
+            "aaxis": {
+             "endlinecolor": "rgb(51,51,51)",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "rgb(51,51,51)"
+            },
+            "baxis": {
+             "endlinecolor": "rgb(51,51,51)",
+             "gridcolor": "white",
+             "linecolor": "white",
+             "minorgridcolor": "white",
+             "startlinecolor": "rgb(51,51,51)"
+            },
+            "type": "carpet"
+           }
+          ],
+          "choropleth": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "type": "choropleth"
+           }
+          ],
+          "contour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "colorscale": [
+             [
+              0,
+              "rgb(20,44,66)"
+             ],
+             [
+              1,
+              "rgb(90,179,244)"
+             ]
+            ],
+            "type": "contour"
+           }
+          ],
+          "contourcarpet": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "type": "contourcarpet"
+           }
+          ],
+          "heatmap": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "colorscale": [
+             [
+              0,
+              "rgb(20,44,66)"
+             ],
+             [
+              1,
+              "rgb(90,179,244)"
+             ]
+            ],
+            "type": "heatmap"
+           }
+          ],
+          "heatmapgl": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "colorscale": [
+             [
+              0,
+              "rgb(20,44,66)"
+             ],
+             [
+              1,
+              "rgb(90,179,244)"
+             ]
+            ],
+            "type": "heatmapgl"
+           }
+          ],
+          "histogram": [
+           {
+            "marker": {
+             "pattern": {
+              "fillmode": "overlay",
+              "size": 10,
+              "solidity": 0.2
+             }
+            },
+            "type": "histogram"
+           }
+          ],
+          "histogram2d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "colorscale": [
+             [
+              0,
+              "rgb(20,44,66)"
+             ],
+             [
+              1,
+              "rgb(90,179,244)"
+             ]
+            ],
+            "type": "histogram2d"
+           }
+          ],
+          "histogram2dcontour": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "colorscale": [
+             [
+              0,
+              "rgb(20,44,66)"
+             ],
+             [
+              1,
+              "rgb(90,179,244)"
+             ]
+            ],
+            "type": "histogram2dcontour"
+           }
+          ],
+          "mesh3d": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "type": "mesh3d"
+           }
+          ],
+          "parcoords": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "parcoords"
+           }
+          ],
+          "pie": [
+           {
+            "automargin": true,
+            "type": "pie"
+           }
+          ],
+          "scatter": [
+           {
+            "fillpattern": {
+             "fillmode": "overlay",
+             "size": 10,
+             "solidity": 0.2
+            },
+            "type": "scatter"
+           }
+          ],
+          "scatter3d": [
+           {
+            "line": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "scatter3d"
+           }
+          ],
+          "scattercarpet": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "scattercarpet"
+           }
+          ],
+          "scattergeo": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "scattergeo"
+           }
+          ],
+          "scattergl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "scattergl"
+           }
+          ],
+          "scattermapbox": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "scattermapbox"
+           }
+          ],
+          "scatterpolar": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "scatterpolar"
+           }
+          ],
+          "scatterpolargl": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "scatterpolargl"
+           }
+          ],
+          "scatterternary": [
+           {
+            "marker": {
+             "colorbar": {
+              "outlinewidth": 0,
+              "tickcolor": "rgb(237,237,237)",
+              "ticklen": 6,
+              "ticks": "inside"
+             }
+            },
+            "type": "scatterternary"
+           }
+          ],
+          "surface": [
+           {
+            "colorbar": {
+             "outlinewidth": 0,
+             "tickcolor": "rgb(237,237,237)",
+             "ticklen": 6,
+             "ticks": "inside"
+            },
+            "colorscale": [
+             [
+              0,
+              "rgb(20,44,66)"
+             ],
+             [
+              1,
+              "rgb(90,179,244)"
+             ]
+            ],
+            "type": "surface"
+           }
+          ],
+          "table": [
+           {
+            "cells": {
+             "fill": {
+              "color": "rgb(237,237,237)"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "header": {
+             "fill": {
+              "color": "rgb(217,217,217)"
+             },
+             "line": {
+              "color": "white"
+             }
+            },
+            "type": "table"
+           }
+          ]
+         },
+         "layout": {
+          "annotationdefaults": {
+           "arrowhead": 0,
+           "arrowwidth": 1
+          },
+          "autotypenumbers": "strict",
+          "coloraxis": {
+           "colorbar": {
+            "outlinewidth": 0,
+            "tickcolor": "rgb(237,237,237)",
+            "ticklen": 6,
+            "ticks": "inside"
+           }
+          },
+          "colorscale": {
+           "sequential": [
+            [
+             0,
+             "rgb(20,44,66)"
+            ],
+            [
+             1,
+             "rgb(90,179,244)"
+            ]
+           ],
+           "sequentialminus": [
+            [
+             0,
+             "rgb(20,44,66)"
+            ],
+            [
+             1,
+             "rgb(90,179,244)"
+            ]
+           ]
+          },
+          "colorway": [
+           "#F8766D",
+           "#A3A500",
+           "#00BF7D",
+           "#00B0F6",
+           "#E76BF3"
+          ],
+          "font": {
+           "color": "rgb(51,51,51)"
+          },
+          "geo": {
+           "bgcolor": "white",
+           "lakecolor": "white",
+           "landcolor": "rgb(237,237,237)",
+           "showlakes": true,
+           "showland": true,
+           "subunitcolor": "white"
+          },
+          "hoverlabel": {
+           "align": "left"
+          },
+          "hovermode": "closest",
+          "paper_bgcolor": "white",
+          "plot_bgcolor": "rgb(237,237,237)",
+          "polar": {
+           "angularaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "showgrid": true,
+            "tickcolor": "rgb(51,51,51)",
+            "ticks": "outside"
+           },
+           "bgcolor": "rgb(237,237,237)",
+           "radialaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "showgrid": true,
+            "tickcolor": "rgb(51,51,51)",
+            "ticks": "outside"
+           }
+          },
+          "scene": {
+           "xaxis": {
+            "backgroundcolor": "rgb(237,237,237)",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "showgrid": true,
+            "tickcolor": "rgb(51,51,51)",
+            "ticks": "outside",
+            "zerolinecolor": "white"
+           },
+           "yaxis": {
+            "backgroundcolor": "rgb(237,237,237)",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "showgrid": true,
+            "tickcolor": "rgb(51,51,51)",
+            "ticks": "outside",
+            "zerolinecolor": "white"
+           },
+           "zaxis": {
+            "backgroundcolor": "rgb(237,237,237)",
+            "gridcolor": "white",
+            "gridwidth": 2,
+            "linecolor": "white",
+            "showbackground": true,
+            "showgrid": true,
+            "tickcolor": "rgb(51,51,51)",
+            "ticks": "outside",
+            "zerolinecolor": "white"
+           }
+          },
+          "shapedefaults": {
+           "fillcolor": "black",
+           "line": {
+            "width": 0
+           },
+           "opacity": 0.3
+          },
+          "ternary": {
+           "aaxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "showgrid": true,
+            "tickcolor": "rgb(51,51,51)",
+            "ticks": "outside"
+           },
+           "baxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "showgrid": true,
+            "tickcolor": "rgb(51,51,51)",
+            "ticks": "outside"
+           },
+           "bgcolor": "rgb(237,237,237)",
+           "caxis": {
+            "gridcolor": "white",
+            "linecolor": "white",
+            "showgrid": true,
+            "tickcolor": "rgb(51,51,51)",
+            "ticks": "outside"
+           }
+          },
+          "xaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "showgrid": true,
+           "tickcolor": "rgb(51,51,51)",
+           "ticks": "outside",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white"
+          },
+          "yaxis": {
+           "automargin": true,
+           "gridcolor": "white",
+           "linecolor": "white",
+           "showgrid": true,
+           "tickcolor": "rgb(51,51,51)",
+           "ticks": "outside",
+           "title": {
+            "standoff": 15
+           },
+           "zerolinecolor": "white"
+          }
+         }
+        },
+        "title": {
+         "text": "Vergleich der Performanz der Modelle anhand AUC-PR",
+         "x": 0.5,
+         "xanchor": "center",
+         "y": 0.94,
+         "yanchor": "top"
+        },
+        "width": 1000,
+        "xaxis": {
+         "anchor": "y",
+         "categoryarray": [
+          "KMeansAD_U",
+          "PCA",
+          "POLY",
+          "CNN",
+          "OmniAnomaly",
+          "USAD",
+          "LSTMAD",
+          "IForest",
+          "Sub_KNN",
+          "LOF"
+         ],
+         "categoryorder": "array",
+         "domain": [
+          0,
+          1
+         ],
+         "dtick": 1,
+         "tickangle": 0,
+         "title": {
+          "text": "Model"
+         }
+        },
+        "yaxis": {
+         "anchor": "x",
+         "domain": [
+          0,
+          1
+         ],
+         "title": {
+          "text": "AUC-PR"
+         }
+        }
+       }
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "metric = 'AUC-PR'\n",
+    "#sort by average values\n",
+    "mean_sorted = df.groupby(\"Model\")[metric].mean().sort_values(ascending=False).index\n",
+    "\n",
+    "fig = px.box(df, x='Model', y=metric, color='Model', category_orders={'Model':mean_sorted}, color_discrete_map=colors)\n",
+    "fig.update_layout( legend=dict(\n",
+    "    x=0.1,\n",
+    "    y=-0.1,\n",
+    "    orientation=\"h\",\n",
+    "    title_font_family=\"Times New Roman\",\n",
+    "    font=dict(\n",
+    "    family=\"Courier\",\n",
+    "    size=12,\n",
+    "    color=\"black\"\n",
+    "    ),\n",
+    "    title_text='Group',\n",
+    "    bgcolor=\"white\",\n",
+    "    bordercolor=\"lightgrey\",\n",
+    "    borderwidth=2,\n",
+    "    ),\n",
+    "    template = 'ggplot2',\n",
+    "    title={\n",
+    "            'text': 'Vergleich der Performanz der Modelle anhand '+ metric,\n",
+    "            'x':0.5,\n",
+    "            'y':0.94, \n",
+    "            'xanchor':'center',\n",
+    "            'yanchor':'top'},\n",
+    "    height=700,width=1000,\n",
+    "    )\n",
+    "fig.update_traces(marker=dict(size=12,\n",
+    "                    opacity=0.8,\n",
+    "                    line=dict(width=2,\n",
+    "                                    color='DarkSlateGrey'),\n",
+    "                            ),\n",
+    "            selector=dict(mode='markers'))\n",
+    "fig.update_xaxes( dtick = 1,tickangle = 360)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/src/group_evaluation/create_heatmap.ipynb b/src/group_evaluation/create_heatmap.ipynb
index 2a4e81e..712e2c9 100644
--- a/src/group_evaluation/create_heatmap.ipynb
+++ b/src/group_evaluation/create_heatmap.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -36,27 +36,27 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>IOPS</th>\n",
-       "      <th>SMAP</th>\n",
-       "      <th>YAHOO</th>\n",
-       "      <th>UCR</th>\n",
-       "      <th>Daphnet</th>\n",
-       "      <th>TODS</th>\n",
-       "      <th>NAB</th>\n",
        "      <th>SVDB</th>\n",
-       "      <th>CATSv2</th>\n",
-       "      <th>TAO</th>\n",
-       "      <th>...</th>\n",
-       "      <th>SWaT</th>\n",
-       "      <th>MITDB</th>\n",
+       "      <th>Power</th>\n",
+       "      <th>MGAB</th>\n",
+       "      <th>Daphnet</th>\n",
        "      <th>WSD</th>\n",
+       "      <th>SMAP</th>\n",
+       "      <th>MSL</th>\n",
        "      <th>Exathlon</th>\n",
-       "      <th>OPPORTUNITY</th>\n",
+       "      <th>Stock</th>\n",
+       "      <th>IOPS</th>\n",
+       "      <th>...</th>\n",
+       "      <th>LTDB</th>\n",
+       "      <th>MITDB</th>\n",
+       "      <th>SMD</th>\n",
+       "      <th>TODS</th>\n",
+       "      <th>SWaT</th>\n",
        "      <th>NEK</th>\n",
+       "      <th>OPPORTUNITY</th>\n",
        "      <th>SED</th>\n",
-       "      <th>MGAB</th>\n",
-       "      <th>SMD</th>\n",
-       "      <th>Stock</th>\n",
+       "      <th>TAO</th>\n",
+       "      <th>CATSv2</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Model</th>\n",
@@ -86,123 +86,123 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>CNN</th>\n",
-       "      <td>0.205826</td>\n",
-       "      <td>0.336818</td>\n",
-       "      <td>0.512096</td>\n",
-       "      <td>0.065443</td>\n",
-       "      <td>0.398456</td>\n",
-       "      <td>0.575941</td>\n",
-       "      <td>0.248091</td>\n",
        "      <td>0.199785</td>\n",
-       "      <td>0.288293</td>\n",
-       "      <td>0.994270</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.680748</td>\n",
-       "      <td>0.143632</td>\n",
+       "      <td>0.075487</td>\n",
+       "      <td>0.006988</td>\n",
+       "      <td>0.398456</td>\n",
        "      <td>0.224922</td>\n",
+       "      <td>0.336818</td>\n",
+       "      <td>0.346350</td>\n",
        "      <td>0.657757</td>\n",
-       "      <td>0.632799</td>\n",
+       "      <td>0.939925</td>\n",
+       "      <td>0.205826</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.406171</td>\n",
+       "      <td>0.143632</td>\n",
+       "      <td>0.545045</td>\n",
+       "      <td>0.575941</td>\n",
+       "      <td>0.680748</td>\n",
        "      <td>0.714845</td>\n",
+       "      <td>0.632799</td>\n",
        "      <td>0.058416</td>\n",
-       "      <td>0.006988</td>\n",
-       "      <td>0.545045</td>\n",
-       "      <td>0.939925</td>\n",
+       "      <td>0.994270</td>\n",
+       "      <td>0.288293</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>IForest</th>\n",
+       "      <td>0.307322</td>\n",
+       "      <td>0.076373</td>\n",
+       "      <td>0.004379</td>\n",
+       "      <td>0.518905</td>\n",
+       "      <td>0.027487</td>\n",
+       "      <td>0.327727</td>\n",
+       "      <td>0.448709</td>\n",
+       "      <td>0.964836</td>\n",
+       "      <td>0.735886</td>\n",
+       "      <td>0.134518</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.566359</td>\n",
+       "      <td>0.159042</td>\n",
+       "      <td>0.342406</td>\n",
+       "      <td>0.487386</td>\n",
+       "      <td>0.368230</td>\n",
+       "      <td>0.649735</td>\n",
+       "      <td>0.736264</td>\n",
+       "      <td>0.807209</td>\n",
+       "      <td>0.728970</td>\n",
+       "      <td>0.105175</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>KMeansAD_U</th>\n",
-       "      <td>0.107988</td>\n",
-       "      <td>0.657738</td>\n",
-       "      <td>0.781824</td>\n",
-       "      <td>0.486822</td>\n",
-       "      <td>0.039747</td>\n",
-       "      <td>0.739257</td>\n",
-       "      <td>0.427477</td>\n",
        "      <td>0.811385</td>\n",
-       "      <td>0.229268</td>\n",
-       "      <td>0.747945</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.111519</td>\n",
-       "      <td>0.590892</td>\n",
+       "      <td>0.524166</td>\n",
+       "      <td>0.036645</td>\n",
+       "      <td>0.039747</td>\n",
        "      <td>0.173060</td>\n",
+       "      <td>0.657738</td>\n",
+       "      <td>0.441543</td>\n",
        "      <td>0.618051</td>\n",
-       "      <td>0.351828</td>\n",
+       "      <td>0.738198</td>\n",
+       "      <td>0.107988</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.835553</td>\n",
+       "      <td>0.590892</td>\n",
+       "      <td>0.254537</td>\n",
+       "      <td>0.739257</td>\n",
+       "      <td>0.111519</td>\n",
        "      <td>0.317927</td>\n",
+       "      <td>0.351828</td>\n",
        "      <td>0.895291</td>\n",
-       "      <td>0.036645</td>\n",
-       "      <td>0.254537</td>\n",
-       "      <td>0.738198</td>\n",
+       "      <td>0.747945</td>\n",
+       "      <td>0.229268</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>LOF</th>\n",
+       "      <td>0.050189</td>\n",
+       "      <td>0.090503</td>\n",
+       "      <td>0.004639</td>\n",
+       "      <td>0.134804</td>\n",
+       "      <td>0.102346</td>\n",
+       "      <td>0.172499</td>\n",
+       "      <td>0.186700</td>\n",
+       "      <td>0.240338</td>\n",
+       "      <td>0.710487</td>\n",
+       "      <td>0.123657</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.256447</td>\n",
+       "      <td>0.053749</td>\n",
+       "      <td>0.134985</td>\n",
+       "      <td>0.485079</td>\n",
+       "      <td>0.121168</td>\n",
+       "      <td>0.395130</td>\n",
+       "      <td>0.159200</td>\n",
+       "      <td>0.111105</td>\n",
+       "      <td>0.710584</td>\n",
+       "      <td>0.063826</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>LSTMAD</th>\n",
-       "      <td>0.213044</td>\n",
-       "      <td>0.273214</td>\n",
-       "      <td>0.417416</td>\n",
-       "      <td>0.023293</td>\n",
-       "      <td>0.133080</td>\n",
-       "      <td>0.522228</td>\n",
-       "      <td>0.173732</td>\n",
        "      <td>0.127489</td>\n",
-       "      <td>0.329056</td>\n",
-       "      <td>0.995044</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.669824</td>\n",
-       "      <td>0.112398</td>\n",
+       "      <td>0.067250</td>\n",
+       "      <td>0.025419</td>\n",
+       "      <td>0.133080</td>\n",
        "      <td>0.130270</td>\n",
+       "      <td>0.273214</td>\n",
+       "      <td>0.305128</td>\n",
        "      <td>0.735253</td>\n",
-       "      <td>0.563772</td>\n",
-       "      <td>0.689697</td>\n",
-       "      <td>0.056562</td>\n",
-       "      <td>0.025419</td>\n",
-       "      <td>0.483944</td>\n",
        "      <td>0.817960</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>OmniAnomaly</th>\n",
-       "      <td>0.192837</td>\n",
-       "      <td>0.417852</td>\n",
-       "      <td>0.219787</td>\n",
-       "      <td>0.089552</td>\n",
-       "      <td>0.123026</td>\n",
-       "      <td>0.538194</td>\n",
-       "      <td>0.342007</td>\n",
-       "      <td>0.445289</td>\n",
-       "      <td>0.282282</td>\n",
-       "      <td>0.930020</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0.366250</td>\n",
-       "      <td>0.163465</td>\n",
-       "      <td>0.157612</td>\n",
-       "      <td>0.876372</td>\n",
-       "      <td>0.649931</td>\n",
-       "      <td>0.858349</td>\n",
-       "      <td>0.055985</td>\n",
-       "      <td>0.005586</td>\n",
-       "      <td>0.478742</td>\n",
-       "      <td>0.771658</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>PCA</th>\n",
-       "      <td>0.260372</td>\n",
-       "      <td>0.566842</td>\n",
-       "      <td>0.163729</td>\n",
-       "      <td>0.152678</td>\n",
-       "      <td>0.441568</td>\n",
-       "      <td>0.552877</td>\n",
-       "      <td>0.511398</td>\n",
-       "      <td>0.523984</td>\n",
-       "      <td>0.232417</td>\n",
-       "      <td>0.840276</td>\n",
+       "      <td>0.213044</td>\n",
        "      <td>...</td>\n",
-       "      <td>0.375512</td>\n",
-       "      <td>0.323526</td>\n",
-       "      <td>0.155366</td>\n",
-       "      <td>0.959173</td>\n",
-       "      <td>0.924516</td>\n",
-       "      <td>0.929171</td>\n",
-       "      <td>0.030270</td>\n",
-       "      <td>0.005551</td>\n",
-       "      <td>0.467257</td>\n",
-       "      <td>0.825382</td>\n",
+       "      <td>0.329828</td>\n",
+       "      <td>0.112398</td>\n",
+       "      <td>0.483944</td>\n",
+       "      <td>0.522228</td>\n",
+       "      <td>0.669824</td>\n",
+       "      <td>0.689697</td>\n",
+       "      <td>0.563772</td>\n",
+       "      <td>0.056562</td>\n",
+       "      <td>0.995044</td>\n",
+       "      <td>0.329056</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -210,42 +210,42 @@
        "</div>"
       ],
       "text/plain": [
-       "                 IOPS      SMAP     YAHOO       UCR   Daphnet      TODS  \\\n",
-       "Model                                                                     \n",
-       "CNN          0.205826  0.336818  0.512096  0.065443  0.398456  0.575941   \n",
-       "KMeansAD_U   0.107988  0.657738  0.781824  0.486822  0.039747  0.739257   \n",
-       "LSTMAD       0.213044  0.273214  0.417416  0.023293  0.133080  0.522228   \n",
-       "OmniAnomaly  0.192837  0.417852  0.219787  0.089552  0.123026  0.538194   \n",
-       "PCA          0.260372  0.566842  0.163729  0.152678  0.441568  0.552877   \n",
+       "                SVDB     Power      MGAB   Daphnet       WSD      SMAP  \\\n",
+       "Model                                                                    \n",
+       "CNN         0.199785  0.075487  0.006988  0.398456  0.224922  0.336818   \n",
+       "IForest     0.307322  0.076373  0.004379  0.518905  0.027487  0.327727   \n",
+       "KMeansAD_U  0.811385  0.524166  0.036645  0.039747  0.173060  0.657738   \n",
+       "LOF         0.050189  0.090503  0.004639  0.134804  0.102346  0.172499   \n",
+       "LSTMAD      0.127489  0.067250  0.025419  0.133080  0.130270  0.273214   \n",
        "\n",
-       "                  NAB      SVDB    CATSv2       TAO  ...      SWaT     MITDB  \\\n",
-       "Model                                                ...                       \n",
-       "CNN          0.248091  0.199785  0.288293  0.994270  ...  0.680748  0.143632   \n",
-       "KMeansAD_U   0.427477  0.811385  0.229268  0.747945  ...  0.111519  0.590892   \n",
-       "LSTMAD       0.173732  0.127489  0.329056  0.995044  ...  0.669824  0.112398   \n",
-       "OmniAnomaly  0.342007  0.445289  0.282282  0.930020  ...  0.366250  0.163465   \n",
-       "PCA          0.511398  0.523984  0.232417  0.840276  ...  0.375512  0.323526   \n",
+       "                 MSL  Exathlon     Stock      IOPS  ...      LTDB     MITDB  \\\n",
+       "Model                                               ...                       \n",
+       "CNN         0.346350  0.657757  0.939925  0.205826  ...  0.406171  0.143632   \n",
+       "IForest     0.448709  0.964836  0.735886  0.134518  ...  0.566359  0.159042   \n",
+       "KMeansAD_U  0.441543  0.618051  0.738198  0.107988  ...  0.835553  0.590892   \n",
+       "LOF         0.186700  0.240338  0.710487  0.123657  ...  0.256447  0.053749   \n",
+       "LSTMAD      0.305128  0.735253  0.817960  0.213044  ...  0.329828  0.112398   \n",
        "\n",
-       "                  WSD  Exathlon  OPPORTUNITY       NEK       SED      MGAB  \\\n",
-       "Model                                                                        \n",
-       "CNN          0.224922  0.657757     0.632799  0.714845  0.058416  0.006988   \n",
-       "KMeansAD_U   0.173060  0.618051     0.351828  0.317927  0.895291  0.036645   \n",
-       "LSTMAD       0.130270  0.735253     0.563772  0.689697  0.056562  0.025419   \n",
-       "OmniAnomaly  0.157612  0.876372     0.649931  0.858349  0.055985  0.005586   \n",
-       "PCA          0.155366  0.959173     0.924516  0.929171  0.030270  0.005551   \n",
+       "                 SMD      TODS      SWaT       NEK  OPPORTUNITY       SED  \\\n",
+       "Model                                                                       \n",
+       "CNN         0.545045  0.575941  0.680748  0.714845     0.632799  0.058416   \n",
+       "IForest     0.342406  0.487386  0.368230  0.649735     0.736264  0.807209   \n",
+       "KMeansAD_U  0.254537  0.739257  0.111519  0.317927     0.351828  0.895291   \n",
+       "LOF         0.134985  0.485079  0.121168  0.395130     0.159200  0.111105   \n",
+       "LSTMAD      0.483944  0.522228  0.669824  0.689697     0.563772  0.056562   \n",
        "\n",
-       "                  SMD     Stock  \n",
-       "Model                            \n",
-       "CNN          0.545045  0.939925  \n",
-       "KMeansAD_U   0.254537  0.738198  \n",
-       "LSTMAD       0.483944  0.817960  \n",
-       "OmniAnomaly  0.478742  0.771658  \n",
-       "PCA          0.467257  0.825382  \n",
+       "                 TAO    CATSv2  \n",
+       "Model                           \n",
+       "CNN         0.994270  0.288293  \n",
+       "IForest     0.728970  0.105175  \n",
+       "KMeansAD_U  0.747945  0.229268  \n",
+       "LOF         0.710584  0.063826  \n",
+       "LSTMAD      0.995044  0.329056  \n",
        "\n",
        "[5 rows x 23 columns]"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -262,7 +262,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -276,40021 +276,291 @@
          "colorscale": [
           [
            0,
-           "#440154"
-          ],
-          [
-           0.1111111111111111,
-           "#482878"
+           "rgb(255,245,235)"
           ],
           [
-           0.2222222222222222,
-           "#3e4989"
+           0.125,
+           "rgb(254,230,206)"
           ],
           [
-           0.3333333333333333,
-           "#31688e"
+           0.25,
+           "rgb(253,208,162)"
           ],
           [
-           0.4444444444444444,
-           "#26828e"
+           0.375,
+           "rgb(253,174,107)"
           ],
           [
-           0.5555555555555556,
-           "#1f9e89"
+           0.5,
+           "rgb(253,141,60)"
           ],
           [
-           0.6666666666666666,
-           "#35b779"
+           0.625,
+           "rgb(241,105,19)"
           ],
           [
-           0.7777777777777778,
-           "#6ece58"
+           0.75,
+           "rgb(217,72,1)"
           ],
           [
-           0.8888888888888888,
-           "#b5de2b"
+           0.875,
+           "rgb(166,54,3)"
           ],
           [
            1,
-           "#fde725"
+           "rgb(127,39,4)"
           ]
          ],
          "text": [
           [
-           0.2058264075504484,
+           0.1997846992126922,
+           0.0754866098747693,
+           0.0069880026447859,
+           0.3984561332333746,
+           0.2249216197293689,
            0.3368175788334636,
-           0.5120964005826543,
+           0.3463500458820062,
+           0.6577570780079647,
+           0.9399247021670544,
+           0.2058264075504484,
            0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
+           0.5120964005826543,
            0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
            0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
            0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
+           0.5450449067296064,
+           0.575941184620618,
+           0.6807482076261672,
            0.7148450524753189,
+           0.6327991152012451,
            0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
+           0.9942696053962238,
+           0.2882929464081713
+          ],
+          [
+           0.3073223626012233,
+           0.0763734881882089,
+           0.0043793865164805,
+           0.5189053892717354,
+           0.0274869880727351,
+           0.3277265200742897,
+           0.4487088378075529,
+           0.9648356800808772,
+           0.7358859795437948,
+           0.1345180317161169,
+           0.0587728786060519,
+           0.1356638991034298,
+           0.3421369664041377,
+           0.5663593089308047,
+           0.1590424733170773,
+           0.3424058241109849,
+           0.4873863296030091,
+           0.3682300481513787,
+           0.6497347597115171,
+           0.7362636520011094,
+           0.8072091746326211,
+           0.7289704865874446,
+           0.105174922263832
           ],
           [
-           0.1079882871672322,
+           0.8113847695158117,
+           0.5241664765771313,
+           0.0366449742335947,
+           0.0397474048677725,
+           0.1730604082920139,
            0.6577379563617795,
-           0.78182374346563,
+           0.4415431287006482,
+           0.6180514515785507,
+           0.7381976474065515,
+           0.1079882871672322,
            0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
+           0.78182374346563,
            0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
            0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
            0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
+           0.2545373617228621,
+           0.7392574120062714,
+           0.1115190303707684,
            0.3179274541052912,
+           0.3518276749123187,
            0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
+           0.7479454637274009,
+           0.2292684024148795
+          ],
+          [
+           0.050188818967757,
+           0.0905025385600026,
+           0.0046385735539491,
+           0.1348036345450808,
+           0.1023455399207899,
+           0.1724991309255842,
+           0.1867000262952127,
+           0.2403378467538855,
+           0.7104868086713348,
+           0.123656628100079,
+           0.0514890307918726,
+           0.3815083295900898,
+           0.165966236287326,
+           0.2564472782454773,
+           0.0537486934129077,
+           0.1349852579979039,
+           0.4850789687207982,
+           0.1211682396739051,
+           0.3951295823464054,
+           0.1591996538121128,
+           0.1111053662801457,
+           0.7105835188005747,
+           0.0638260310723236
           ],
           [
-           0.2130441268776781,
+           0.1274885254336464,
+           0.0672501040011019,
+           0.0254191638829906,
+           0.1330800298859931,
+           0.1302696985482632,
            0.273213536450389,
-           0.4174161081456283,
+           0.3051279104315739,
+           0.735253231133451,
+           0.8179595058481393,
+           0.2130441268776781,
            0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
+           0.4174161081456283,
            0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
            0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
            0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
+           0.4839440597630965,
+           0.5222277602405662,
+           0.669824054008361,
            0.6896972412727194,
+           0.5637720546144361,
            0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
+           0.9950444582863888,
+           0.3290558627970383
           ],
           [
-           0.1928374569986444,
+           0.445289118136039,
+           0.0670900075295742,
+           0.0055864482375573,
+           0.1230261153960334,
+           0.1576123083157814,
            0.4178519668986689,
-           0.2197869968904234,
+           0.4280475527739124,
+           0.8763722516375352,
+           0.7716583853918693,
+           0.1928374569986444,
            0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
+           0.2197869968904234,
            0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
            0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
            0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
+           0.4787421484813816,
+           0.5381935047574228,
+           0.366250384309729,
            0.8583489172841368,
+           0.6499305118412632,
            0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
+           0.9300201627687462,
+           0.2822817568231803
           ],
           [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
            0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
            0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Viridis Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "#00224e"
-          ],
-          [
-           0.1111111111111111,
-           "#123570"
-          ],
-          [
-           0.2222222222222222,
-           "#3b496c"
-          ],
-          [
-           0.3333333333333333,
-           "#575d6d"
-          ],
-          [
-           0.4444444444444444,
-           "#707173"
-          ],
-          [
-           0.5555555555555556,
-           "#8a8678"
-          ],
-          [
-           0.6666666666666666,
-           "#a59c74"
-          ],
-          [
-           0.7777777777777778,
-           "#c3b369"
-          ],
-          [
-           0.8888888888888888,
-           "#e1cc55"
-          ],
-          [
-           1,
-           "#fee838"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Cividis Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(247,251,255)"
-          ],
-          [
-           0.125,
-           "rgb(222,235,247)"
-          ],
-          [
-           0.25,
-           "rgb(198,219,239)"
-          ],
-          [
-           0.375,
-           "rgb(158,202,225)"
-          ],
-          [
-           0.5,
-           "rgb(107,174,214)"
-          ],
-          [
-           0.625,
-           "rgb(66,146,198)"
-          ],
-          [
-           0.75,
-           "rgb(33,113,181)"
-          ],
-          [
-           0.875,
-           "rgb(8,81,156)"
-          ],
-          [
-           1,
-           "rgb(8,48,107)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Blues Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(247,252,253)"
-          ],
-          [
-           0.125,
-           "rgb(229,245,249)"
-          ],
-          [
-           0.25,
-           "rgb(204,236,230)"
-          ],
-          [
-           0.375,
-           "rgb(153,216,201)"
-          ],
-          [
-           0.5,
-           "rgb(102,194,164)"
-          ],
-          [
-           0.625,
-           "rgb(65,174,118)"
-          ],
-          [
-           0.75,
-           "rgb(35,139,69)"
-          ],
-          [
-           0.875,
-           "rgb(0,109,44)"
-          ],
-          [
-           1,
-           "rgb(0,68,27)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "BuGn Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(247,252,253)"
-          ],
-          [
-           0.125,
-           "rgb(224,236,244)"
-          ],
-          [
-           0.25,
-           "rgb(191,211,230)"
-          ],
-          [
-           0.375,
-           "rgb(158,188,218)"
-          ],
-          [
-           0.5,
-           "rgb(140,150,198)"
-          ],
-          [
-           0.625,
-           "rgb(140,107,177)"
-          ],
-          [
-           0.75,
-           "rgb(136,65,157)"
-          ],
-          [
-           0.875,
-           "rgb(129,15,124)"
-          ],
-          [
-           1,
-           "rgb(77,0,75)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "BuPu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(247,252,240)"
-          ],
-          [
-           0.125,
-           "rgb(224,243,219)"
-          ],
-          [
-           0.25,
-           "rgb(204,235,197)"
-          ],
-          [
-           0.375,
-           "rgb(168,221,181)"
-          ],
-          [
-           0.5,
-           "rgb(123,204,196)"
-          ],
-          [
-           0.625,
-           "rgb(78,179,211)"
-          ],
-          [
-           0.75,
-           "rgb(43,140,190)"
-          ],
-          [
-           0.875,
-           "rgb(8,104,172)"
-          ],
-          [
-           1,
-           "rgb(8,64,129)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "GnBu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(247,252,245)"
-          ],
-          [
-           0.125,
-           "rgb(229,245,224)"
-          ],
-          [
-           0.25,
-           "rgb(199,233,192)"
-          ],
-          [
-           0.375,
-           "rgb(161,217,155)"
-          ],
-          [
-           0.5,
-           "rgb(116,196,118)"
-          ],
-          [
-           0.625,
-           "rgb(65,171,93)"
-          ],
-          [
-           0.75,
-           "rgb(35,139,69)"
-          ],
-          [
-           0.875,
-           "rgb(0,109,44)"
-          ],
-          [
-           1,
-           "rgb(0,68,27)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Greens Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,255,255)"
-          ],
-          [
-           0.125,
-           "rgb(240,240,240)"
-          ],
-          [
-           0.25,
-           "rgb(217,217,217)"
-          ],
-          [
-           0.375,
-           "rgb(189,189,189)"
-          ],
-          [
-           0.5,
-           "rgb(150,150,150)"
-          ],
-          [
-           0.625,
-           "rgb(115,115,115)"
-          ],
-          [
-           0.75,
-           "rgb(82,82,82)"
-          ],
-          [
-           0.875,
-           "rgb(37,37,37)"
-          ],
-          [
-           1,
-           "rgb(0,0,0)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Greys Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,245,235)"
-          ],
-          [
-           0.125,
-           "rgb(254,230,206)"
-          ],
-          [
-           0.25,
-           "rgb(253,208,162)"
-          ],
-          [
-           0.375,
-           "rgb(253,174,107)"
-          ],
-          [
-           0.5,
-           "rgb(253,141,60)"
-          ],
-          [
-           0.625,
-           "rgb(241,105,19)"
-          ],
-          [
-           0.75,
-           "rgb(217,72,1)"
-          ],
-          [
-           0.875,
-           "rgb(166,54,3)"
-          ],
-          [
-           1,
-           "rgb(127,39,4)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Oranges Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,247,236)"
-          ],
-          [
-           0.125,
-           "rgb(254,232,200)"
-          ],
-          [
-           0.25,
-           "rgb(253,212,158)"
-          ],
-          [
-           0.375,
-           "rgb(253,187,132)"
-          ],
-          [
-           0.5,
-           "rgb(252,141,89)"
-          ],
-          [
-           0.625,
-           "rgb(239,101,72)"
-          ],
-          [
-           0.75,
-           "rgb(215,48,31)"
-          ],
-          [
-           0.875,
-           "rgb(179,0,0)"
-          ],
-          [
-           1,
-           "rgb(127,0,0)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "OrRd Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,247,251)"
-          ],
-          [
-           0.125,
-           "rgb(236,231,242)"
-          ],
-          [
-           0.25,
-           "rgb(208,209,230)"
-          ],
-          [
-           0.375,
-           "rgb(166,189,219)"
-          ],
-          [
-           0.5,
-           "rgb(116,169,207)"
-          ],
-          [
-           0.625,
-           "rgb(54,144,192)"
-          ],
-          [
-           0.75,
-           "rgb(5,112,176)"
-          ],
-          [
-           0.875,
-           "rgb(4,90,141)"
-          ],
-          [
-           1,
-           "rgb(2,56,88)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "PuBu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,247,251)"
-          ],
-          [
-           0.125,
-           "rgb(236,226,240)"
-          ],
-          [
-           0.25,
-           "rgb(208,209,230)"
-          ],
-          [
-           0.375,
-           "rgb(166,189,219)"
-          ],
-          [
-           0.5,
-           "rgb(103,169,207)"
-          ],
-          [
-           0.625,
-           "rgb(54,144,192)"
-          ],
-          [
-           0.75,
-           "rgb(2,129,138)"
-          ],
-          [
-           0.875,
-           "rgb(1,108,89)"
-          ],
-          [
-           1,
-           "rgb(1,70,54)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "PuBuGn Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(247,244,249)"
-          ],
-          [
-           0.125,
-           "rgb(231,225,239)"
-          ],
-          [
-           0.25,
-           "rgb(212,185,218)"
-          ],
-          [
-           0.375,
-           "rgb(201,148,199)"
-          ],
-          [
-           0.5,
-           "rgb(223,101,176)"
-          ],
-          [
-           0.625,
-           "rgb(231,41,138)"
-          ],
-          [
-           0.75,
-           "rgb(206,18,86)"
-          ],
-          [
-           0.875,
-           "rgb(152,0,67)"
-          ],
-          [
-           1,
-           "rgb(103,0,31)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "PuRd Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(252,251,253)"
-          ],
-          [
-           0.125,
-           "rgb(239,237,245)"
-          ],
-          [
-           0.25,
-           "rgb(218,218,235)"
-          ],
-          [
-           0.375,
-           "rgb(188,189,220)"
-          ],
-          [
-           0.5,
-           "rgb(158,154,200)"
-          ],
-          [
-           0.625,
-           "rgb(128,125,186)"
-          ],
-          [
-           0.75,
-           "rgb(106,81,163)"
-          ],
-          [
-           0.875,
-           "rgb(84,39,143)"
-          ],
-          [
-           1,
-           "rgb(63,0,125)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Purples Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,247,243)"
-          ],
-          [
-           0.125,
-           "rgb(253,224,221)"
-          ],
-          [
-           0.25,
-           "rgb(252,197,192)"
-          ],
-          [
-           0.375,
-           "rgb(250,159,181)"
-          ],
-          [
-           0.5,
-           "rgb(247,104,161)"
-          ],
-          [
-           0.625,
-           "rgb(221,52,151)"
-          ],
-          [
-           0.75,
-           "rgb(174,1,126)"
-          ],
-          [
-           0.875,
-           "rgb(122,1,119)"
-          ],
-          [
-           1,
-           "rgb(73,0,106)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "RdPu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,245,240)"
-          ],
-          [
-           0.125,
-           "rgb(254,224,210)"
-          ],
-          [
-           0.25,
-           "rgb(252,187,161)"
-          ],
-          [
-           0.375,
-           "rgb(252,146,114)"
-          ],
-          [
-           0.5,
-           "rgb(251,106,74)"
-          ],
-          [
-           0.625,
-           "rgb(239,59,44)"
-          ],
-          [
-           0.75,
-           "rgb(203,24,29)"
-          ],
-          [
-           0.875,
-           "rgb(165,15,21)"
-          ],
-          [
-           1,
-           "rgb(103,0,13)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Reds Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,255,229)"
-          ],
-          [
-           0.125,
-           "rgb(247,252,185)"
-          ],
-          [
-           0.25,
-           "rgb(217,240,163)"
-          ],
-          [
-           0.375,
-           "rgb(173,221,142)"
-          ],
-          [
-           0.5,
-           "rgb(120,198,121)"
-          ],
-          [
-           0.625,
-           "rgb(65,171,93)"
-          ],
-          [
-           0.75,
-           "rgb(35,132,67)"
-          ],
-          [
-           0.875,
-           "rgb(0,104,55)"
-          ],
-          [
-           1,
-           "rgb(0,69,41)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "YlGn Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,255,217)"
-          ],
-          [
-           0.125,
-           "rgb(237,248,177)"
-          ],
-          [
-           0.25,
-           "rgb(199,233,180)"
-          ],
-          [
-           0.375,
-           "rgb(127,205,187)"
-          ],
-          [
-           0.5,
-           "rgb(65,182,196)"
-          ],
-          [
-           0.625,
-           "rgb(29,145,192)"
-          ],
-          [
-           0.75,
-           "rgb(34,94,168)"
-          ],
-          [
-           0.875,
-           "rgb(37,52,148)"
-          ],
-          [
-           1,
-           "rgb(8,29,88)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "YlGnBu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,255,229)"
-          ],
-          [
-           0.125,
-           "rgb(255,247,188)"
-          ],
-          [
-           0.25,
-           "rgb(254,227,145)"
-          ],
-          [
-           0.375,
-           "rgb(254,196,79)"
-          ],
-          [
-           0.5,
-           "rgb(254,153,41)"
-          ],
-          [
-           0.625,
-           "rgb(236,112,20)"
-          ],
-          [
-           0.75,
-           "rgb(204,76,2)"
-          ],
-          [
-           0.875,
-           "rgb(153,52,4)"
-          ],
-          [
-           1,
-           "rgb(102,37,6)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "YlOrBr Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(255,255,204)"
-          ],
-          [
-           0.125,
-           "rgb(255,237,160)"
-          ],
-          [
-           0.25,
-           "rgb(254,217,118)"
-          ],
-          [
-           0.375,
-           "rgb(254,178,76)"
-          ],
-          [
-           0.5,
-           "rgb(253,141,60)"
-          ],
-          [
-           0.625,
-           "rgb(252,78,42)"
-          ],
-          [
-           0.75,
-           "rgb(227,26,28)"
-          ],
-          [
-           0.875,
-           "rgb(189,0,38)"
-          ],
-          [
-           1,
-           "rgb(128,0,38)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "YlOrRd Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(36, 86, 104)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(15, 114, 121)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(13, 143, 129)"
-          ],
-          [
-           0.5,
-           "rgb(57, 171, 126)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(110, 197, 116)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(169, 220, 103)"
-          ],
-          [
-           1,
-           "rgb(237, 239, 93)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Aggrnyl Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(75, 41, 145)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(135, 44, 162)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(192, 54, 157)"
-          ],
-          [
-           0.5,
-           "rgb(234, 79, 136)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(250, 120, 118)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(246, 169, 122)"
-          ],
-          [
-           1,
-           "rgb(237, 217, 163)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Agsunset Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(51, 19, 23)"
-          ],
-          [
-           0.09090909090909091,
-           "rgb(79, 28, 33)"
-          ],
-          [
-           0.18181818181818182,
-           "rgb(108, 36, 36)"
-          ],
-          [
-           0.2727272727272727,
-           "rgb(135, 47, 32)"
-          ],
-          [
-           0.36363636363636365,
-           "rgb(157, 66, 25)"
-          ],
-          [
-           0.45454545454545453,
-           "rgb(174, 88, 20)"
-          ],
-          [
-           0.5454545454545454,
-           "rgb(188, 111, 19)"
-          ],
-          [
-           0.6363636363636364,
-           "rgb(199, 137, 22)"
-          ],
-          [
-           0.7272727272727273,
-           "rgb(209, 164, 32)"
-          ],
-          [
-           0.8181818181818182,
-           "rgb(217, 192, 44)"
-          ],
-          [
-           0.9090909090909091,
-           "rgb(222, 222, 59)"
-          ],
-          [
-           1,
-           "rgb(224, 253, 74)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Solar Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(209, 238, 234)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(168, 219, 217)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(133, 196, 201)"
-          ],
-          [
-           0.5,
-           "rgb(104, 171, 184)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(79, 144, 166)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(59, 115, 143)"
-          ],
-          [
-           1,
-           "rgb(42, 86, 116)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Teal Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(176, 242, 188)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(137, 232, 172)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(103, 219, 165)"
-          ],
-          [
-           0.5,
-           "rgb(76, 200, 163)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(56, 178, 163)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(44, 152, 160)"
-          ],
-          [
-           1,
-           "rgb(37, 125, 152)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Tealgrn Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(0, 147, 146)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(57, 177, 133)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(156, 203, 134)"
-          ],
-          [
-           0.5,
-           "rgb(233, 226, 156)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(238, 180, 121)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(232, 132, 113)"
-          ],
-          [
-           1,
-           "rgb(207, 89, 126)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Temps Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(243, 231, 155)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(250, 196, 132)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(248, 160, 126)"
-          ],
-          [
-           0.5,
-           "rgb(235, 127, 134)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(206, 102, 147)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(160, 89, 160)"
-          ],
-          [
-           1,
-           "rgb(92, 83, 165)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Sunset Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(252, 222, 156)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(250, 164, 118)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(240, 116, 110)"
-          ],
-          [
-           0.5,
-           "rgb(227, 79, 111)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(220, 57, 119)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(185, 37, 122)"
-          ],
-          [
-           1,
-           "rgb(124, 29, 111)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Sunsetdark Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(228, 241, 225)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(180, 217, 204)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(137, 192, 182)"
-          ],
-          [
-           0.5,
-           "rgb(99, 166, 160)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(68, 140, 138)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(40, 114, 116)"
-          ],
-          [
-           1,
-           "rgb(13, 88, 95)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Mint Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(211, 242, 163)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(151, 225, 150)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(108, 192, 139)"
-          ],
-          [
-           0.5,
-           "rgb(76, 155, 130)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(33, 122, 121)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(16, 89, 101)"
-          ],
-          [
-           1,
-           "rgb(7, 64, 80)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ],
-         "textfont": {
-          "size": 12
-         },
-         "texttemplate": "%{text:.2f}",
-         "type": "heatmap",
-         "x": [
-          "IOPS",
-          "SMAP",
-          "YAHOO",
-          "UCR",
-          "Daphnet",
-          "TODS",
-          "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
-          "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
-          "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
-          "NEK",
-          "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
-         ],
-         "y": [
-          "CNN",
-          "KMeansAD_U",
-          "LSTMAD",
-          "OmniAnomaly",
-          "PCA",
-          "POLY",
-          "Sub_KNN",
-          "USAD"
-         ],
-         "z": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
-           0.5668421229644969,
-           0.1637287767285993,
-           0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
-           0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
-           0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
-           0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
-           0.9291709818321476,
-           0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
-          ],
-          [
-           0.3650548838491049,
-           0.7270794225766999,
-           0.3076533188880135,
-           0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
-           0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
-           0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
-           0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
-           0.7648360444393737,
-           0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
-          ],
-          [
-           0.1165271678935416,
-           0.5582867850000348,
-           0.5020311037216072,
-           0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
-           0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
-           0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
-           0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
-           0.1329084218683674,
-           0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
-          ],
-          [
-           0.1928153741104808,
-           0.3022119484350021,
-           0.1923663969249961,
-           0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
-           0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
-           0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
-           0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
-          ]
-         ]
-        }
-       ],
-       "layout": {
-        "template": {
-         "data": {
-          "bar": [
-           {
-            "error_x": {
-             "color": "#2a3f5f"
-            },
-            "error_y": {
-             "color": "#2a3f5f"
-            },
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "bar"
-           }
-          ],
-          "barpolar": [
-           {
-            "marker": {
-             "line": {
-              "color": "#E5ECF6",
-              "width": 0.5
-             },
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "barpolar"
-           }
-          ],
-          "carpet": [
-           {
-            "aaxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "baxis": {
-             "endlinecolor": "#2a3f5f",
-             "gridcolor": "white",
-             "linecolor": "white",
-             "minorgridcolor": "white",
-             "startlinecolor": "#2a3f5f"
-            },
-            "type": "carpet"
-           }
-          ],
-          "choropleth": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "choropleth"
-           }
-          ],
-          "contour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "contour"
-           }
-          ],
-          "contourcarpet": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "contourcarpet"
-           }
-          ],
-          "heatmap": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmap"
-           }
-          ],
-          "heatmapgl": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "heatmapgl"
-           }
-          ],
-          "histogram": [
-           {
-            "marker": {
-             "pattern": {
-              "fillmode": "overlay",
-              "size": 10,
-              "solidity": 0.2
-             }
-            },
-            "type": "histogram"
-           }
-          ],
-          "histogram2d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2d"
-           }
-          ],
-          "histogram2dcontour": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "histogram2dcontour"
-           }
-          ],
-          "mesh3d": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "type": "mesh3d"
-           }
-          ],
-          "parcoords": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "parcoords"
-           }
-          ],
-          "pie": [
-           {
-            "automargin": true,
-            "type": "pie"
-           }
-          ],
-          "scatter": [
-           {
-            "fillpattern": {
-             "fillmode": "overlay",
-             "size": 10,
-             "solidity": 0.2
-            },
-            "type": "scatter"
-           }
-          ],
-          "scatter3d": [
-           {
-            "line": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatter3d"
-           }
-          ],
-          "scattercarpet": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattercarpet"
-           }
-          ],
-          "scattergeo": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergeo"
-           }
-          ],
-          "scattergl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattergl"
-           }
-          ],
-          "scattermapbox": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scattermapbox"
-           }
-          ],
-          "scatterpolar": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolar"
-           }
-          ],
-          "scatterpolargl": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterpolargl"
-           }
-          ],
-          "scatterternary": [
-           {
-            "marker": {
-             "colorbar": {
-              "outlinewidth": 0,
-              "ticks": ""
-             }
-            },
-            "type": "scatterternary"
-           }
-          ],
-          "surface": [
-           {
-            "colorbar": {
-             "outlinewidth": 0,
-             "ticks": ""
-            },
-            "colorscale": [
-             [
-              0,
-              "#0d0887"
-             ],
-             [
-              0.1111111111111111,
-              "#46039f"
-             ],
-             [
-              0.2222222222222222,
-              "#7201a8"
-             ],
-             [
-              0.3333333333333333,
-              "#9c179e"
-             ],
-             [
-              0.4444444444444444,
-              "#bd3786"
-             ],
-             [
-              0.5555555555555556,
-              "#d8576b"
-             ],
-             [
-              0.6666666666666666,
-              "#ed7953"
-             ],
-             [
-              0.7777777777777778,
-              "#fb9f3a"
-             ],
-             [
-              0.8888888888888888,
-              "#fdca26"
-             ],
-             [
-              1,
-              "#f0f921"
-             ]
-            ],
-            "type": "surface"
-           }
-          ],
-          "table": [
-           {
-            "cells": {
-             "fill": {
-              "color": "#EBF0F8"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "header": {
-             "fill": {
-              "color": "#C8D4E3"
-             },
-             "line": {
-              "color": "white"
-             }
-            },
-            "type": "table"
-           }
-          ]
-         },
-         "layout": {
-          "annotationdefaults": {
-           "arrowcolor": "#2a3f5f",
-           "arrowhead": 0,
-           "arrowwidth": 1
-          },
-          "autotypenumbers": "strict",
-          "coloraxis": {
-           "colorbar": {
-            "outlinewidth": 0,
-            "ticks": ""
-           }
-          },
-          "colorscale": {
-           "diverging": [
-            [
-             0,
-             "#8e0152"
-            ],
-            [
-             0.1,
-             "#c51b7d"
-            ],
-            [
-             0.2,
-             "#de77ae"
-            ],
-            [
-             0.3,
-             "#f1b6da"
-            ],
-            [
-             0.4,
-             "#fde0ef"
-            ],
-            [
-             0.5,
-             "#f7f7f7"
-            ],
-            [
-             0.6,
-             "#e6f5d0"
-            ],
-            [
-             0.7,
-             "#b8e186"
-            ],
-            [
-             0.8,
-             "#7fbc41"
-            ],
-            [
-             0.9,
-             "#4d9221"
-            ],
-            [
-             1,
-             "#276419"
-            ]
-           ],
-           "sequential": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ],
-           "sequentialminus": [
-            [
-             0,
-             "#0d0887"
-            ],
-            [
-             0.1111111111111111,
-             "#46039f"
-            ],
-            [
-             0.2222222222222222,
-             "#7201a8"
-            ],
-            [
-             0.3333333333333333,
-             "#9c179e"
-            ],
-            [
-             0.4444444444444444,
-             "#bd3786"
-            ],
-            [
-             0.5555555555555556,
-             "#d8576b"
-            ],
-            [
-             0.6666666666666666,
-             "#ed7953"
-            ],
-            [
-             0.7777777777777778,
-             "#fb9f3a"
-            ],
-            [
-             0.8888888888888888,
-             "#fdca26"
-            ],
-            [
-             1,
-             "#f0f921"
-            ]
-           ]
-          },
-          "colorway": [
-           "#636efa",
-           "#EF553B",
-           "#00cc96",
-           "#ab63fa",
-           "#FFA15A",
-           "#19d3f3",
-           "#FF6692",
-           "#B6E880",
-           "#FF97FF",
-           "#FECB52"
-          ],
-          "font": {
-           "color": "#2a3f5f"
-          },
-          "geo": {
-           "bgcolor": "white",
-           "lakecolor": "white",
-           "landcolor": "#E5ECF6",
-           "showlakes": true,
-           "showland": true,
-           "subunitcolor": "white"
-          },
-          "hoverlabel": {
-           "align": "left"
-          },
-          "hovermode": "closest",
-          "mapbox": {
-           "style": "light"
-          },
-          "paper_bgcolor": "white",
-          "plot_bgcolor": "#E5ECF6",
-          "polar": {
-           "angularaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "radialaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "scene": {
-           "xaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "yaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           },
-           "zaxis": {
-            "backgroundcolor": "#E5ECF6",
-            "gridcolor": "white",
-            "gridwidth": 2,
-            "linecolor": "white",
-            "showbackground": true,
-            "ticks": "",
-            "zerolinecolor": "white"
-           }
-          },
-          "shapedefaults": {
-           "line": {
-            "color": "#2a3f5f"
-           }
-          },
-          "ternary": {
-           "aaxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "baxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           },
-           "bgcolor": "#E5ECF6",
-           "caxis": {
-            "gridcolor": "white",
-            "linecolor": "white",
-            "ticks": ""
-           }
-          },
-          "title": {
-           "x": 0.05
-          },
-          "xaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          },
-          "yaxis": {
-           "automargin": true,
-           "gridcolor": "white",
-           "linecolor": "white",
-           "ticks": "",
-           "title": {
-            "standoff": 15
-           },
-           "zerolinecolor": "white",
-           "zerolinewidth": 2
-          }
-         }
-        },
-        "title": {
-         "text": "Emrld Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
-        },
-        "xaxis": {
-         "title": {
-          "text": "Datensätze"
-         }
-        },
-        "yaxis": {
-         "title": {
-          "text": "Modelle"
-         }
-        }
-       }
-      }
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.plotly.v1+json": {
-       "config": {
-        "plotlyServerURL": "https://plot.ly"
-       },
-       "data": [
-        {
-         "colorscale": [
-          [
-           0,
-           "rgb(210, 251, 212)"
-          ],
-          [
-           0.16666666666666666,
-           "rgb(165, 219, 194)"
-          ],
-          [
-           0.3333333333333333,
-           "rgb(123, 188, 176)"
-          ],
-          [
-           0.5,
-           "rgb(85, 156, 158)"
-          ],
-          [
-           0.6666666666666666,
-           "rgb(58, 124, 137)"
-          ],
-          [
-           0.8333333333333334,
-           "rgb(35, 93, 114)"
-          ],
-          [
-           1,
-           "rgb(18, 63, 90)"
-          ]
-         ],
-         "text": [
-          [
-           0.2058264075504484,
-           0.3368175788334636,
-           0.5120964005826543,
-           0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
-           0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
-           0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
-           0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
-           0.7148450524753189,
-           0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
-          ],
-          [
-           0.1079882871672322,
-           0.6577379563617795,
-           0.78182374346563,
-           0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
-           0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
-           0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
-           0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
-           0.3179274541052912,
-           0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
-          ],
-          [
-           0.2130441268776781,
-           0.273213536450389,
-           0.4174161081456283,
-           0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
-           0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
-           0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
-           0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
-           0.6896972412727194,
-           0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
-          ],
-          [
-           0.1928374569986444,
-           0.4178519668986689,
-           0.2197869968904234,
-           0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
-           0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
-           0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
-           0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
-           0.8583489172841368,
-           0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
-          ],
-          [
-           0.2603723461255518,
+           0.0055511136520176,
+           0.4415678196838903,
+           0.1553660326279665,
            0.5668421229644969,
-           0.1637287767285993,
+           0.5233099809194475,
+           0.9591725273812642,
+           0.8253823808338303,
+           0.2603723461255518,
            0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
+           0.1637287767285993,
            0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
            0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
            0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
+           0.4672566855173588,
+           0.5528774654894228,
+           0.3755116281521825,
            0.9291709818321476,
+           0.9245164887480816,
            0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
+           0.8402761677661017,
+           0.2324174649783961
           ],
           [
-           0.3650548838491049,
+           0.4455308354706224,
+           0.1222940559336612,
+           0.0082687355552709,
+           0.5195156603941771,
+           0.5311097529528253,
            0.7270794225766999,
-           0.3076533188880135,
+           0.7342443893083611,
+           0.8479450729850164,
+           0.8053753836898458,
+           0.3650548838491049,
            0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
+           0.3076533188880135,
            0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
            0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
            0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
+           0.6631912450676738,
+           0.5864932357832445,
+           0.1033636962969695,
            0.7648360444393737,
+           0.4263263694845811,
            0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
+           0.8084529309725733,
+           0.232251680558134
           ],
           [
-           0.1165271678935416,
+           0.5914836251513862,
+           0.1665616569474886,
+           0.2386130546279831,
+           0.0351848897952167,
+           0.083203864342549,
            0.5582867850000348,
-           0.5020311037216072,
+           0.3687456862707051,
+           0.5624491502491966,
+           0.6915117129467715,
+           0.1165271678935416,
            0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
+           0.5020311037216072,
            0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
            0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
            0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
+           0.1638027831683053,
+           0.7802797461321267,
+           0.1108500020039233,
            0.1329084218683674,
+           0.2953977274199773,
            0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
+           0.6841191787952137,
+           0.3547303318013108
           ],
           [
-           0.1928153741104808,
+           0.435722376807082,
+           0.0670897271132299,
+           0.0054031980633378,
+           0.122991565905646,
+           0.1559495568365849,
            0.3022119484350021,
-           0.1923663969249961,
+           0.2952083391272381,
+           0.864300862495465,
+           0.7716118184030186,
+           0.1928153741104808,
            0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
+           0.1923663969249961,
            0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
            0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
            0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
-           0.8272831680533905,
-           0.0533742995051588,
-           0.0054031980633378,
            0.6294041253579502,
-           0.7716118184030186
+           0.5298426171179035,
+           0.3659224082416971,
+           0.8272831680533905,
+           0.6512690843155523,
+           0.0533742995051588,
+           0.928987226092576,
+           0.4068306405403881
           ]
          ],
          "textfont": {
@@ -40299,33 +569,35 @@
          "texttemplate": "%{text:.2f}",
          "type": "heatmap",
          "x": [
-          "IOPS",
+          "SVDB",
+          "Power",
+          "MGAB",
+          "Daphnet",
+          "WSD",
           "SMAP",
-          "YAHOO",
+          "MSL",
+          "Exathlon",
+          "Stock",
+          "IOPS",
           "UCR",
-          "Daphnet",
-          "TODS",
+          "YAHOO",
           "NAB",
-          "SVDB",
-          "CATSv2",
-          "TAO",
           "LTDB",
-          "MSL",
-          "Power",
-          "SWaT",
           "MITDB",
-          "WSD",
-          "Exathlon",
-          "OPPORTUNITY",
+          "SMD",
+          "TODS",
+          "SWaT",
           "NEK",
+          "OPPORTUNITY",
           "SED",
-          "MGAB",
-          "SMD",
-          "Stock"
+          "TAO",
+          "CATSv2"
          ],
          "y": [
           "CNN",
+          "IForest",
           "KMeansAD_U",
+          "LOF",
           "LSTMAD",
           "OmniAnomaly",
           "PCA",
@@ -40335,204 +607,254 @@
          ],
          "z": [
           [
-           0.2058264075504484,
+           0.1997846992126922,
+           0.0754866098747693,
+           0.0069880026447859,
+           0.3984561332333746,
+           0.2249216197293689,
            0.3368175788334636,
-           0.5120964005826543,
+           0.3463500458820062,
+           0.6577570780079647,
+           0.9399247021670544,
+           0.2058264075504484,
            0.0654427561172705,
-           0.3984561332333746,
-           0.575941184620618,
+           0.5120964005826543,
            0.2480906432796945,
-           0.1997846992126922,
-           0.2882929464081713,
-           0.9942696053962238,
            0.4061714307248641,
-           0.3463500458820062,
-           0.0754866098747693,
-           0.6807482076261672,
            0.1436318602643481,
-           0.2249216197293689,
-           0.6577570780079647,
-           0.6327991152012451,
+           0.5450449067296064,
+           0.575941184620618,
+           0.6807482076261672,
            0.7148450524753189,
+           0.6327991152012451,
            0.0584161141736485,
-           0.0069880026447859,
-           0.5450449067296064,
-           0.9399247021670544
+           0.9942696053962238,
+           0.2882929464081713
+          ],
+          [
+           0.3073223626012233,
+           0.0763734881882089,
+           0.0043793865164805,
+           0.5189053892717354,
+           0.0274869880727351,
+           0.3277265200742897,
+           0.4487088378075529,
+           0.9648356800808772,
+           0.7358859795437948,
+           0.1345180317161169,
+           0.0587728786060519,
+           0.1356638991034298,
+           0.3421369664041377,
+           0.5663593089308047,
+           0.1590424733170773,
+           0.3424058241109849,
+           0.4873863296030091,
+           0.3682300481513787,
+           0.6497347597115171,
+           0.7362636520011094,
+           0.8072091746326211,
+           0.7289704865874446,
+           0.105174922263832
           ],
           [
-           0.1079882871672322,
+           0.8113847695158117,
+           0.5241664765771313,
+           0.0366449742335947,
+           0.0397474048677725,
+           0.1730604082920139,
            0.6577379563617795,
-           0.78182374346563,
+           0.4415431287006482,
+           0.6180514515785507,
+           0.7381976474065515,
+           0.1079882871672322,
            0.4868217941884221,
-           0.0397474048677725,
-           0.7392574120062714,
+           0.78182374346563,
            0.4274771882426338,
-           0.8113847695158117,
-           0.2292684024148795,
-           0.7479454637274009,
            0.8355528232967653,
-           0.4415431287006482,
-           0.5241664765771313,
-           0.1115190303707684,
            0.5908924511486201,
-           0.1730604082920139,
-           0.6180514515785507,
-           0.3518276749123187,
+           0.2545373617228621,
+           0.7392574120062714,
+           0.1115190303707684,
            0.3179274541052912,
+           0.3518276749123187,
            0.8952913367248847,
-           0.0366449742335947,
-           0.2545373617228621,
-           0.7381976474065515
+           0.7479454637274009,
+           0.2292684024148795
+          ],
+          [
+           0.050188818967757,
+           0.0905025385600026,
+           0.0046385735539491,
+           0.1348036345450808,
+           0.1023455399207899,
+           0.1724991309255842,
+           0.1867000262952127,
+           0.2403378467538855,
+           0.7104868086713348,
+           0.123656628100079,
+           0.0514890307918726,
+           0.3815083295900898,
+           0.165966236287326,
+           0.2564472782454773,
+           0.0537486934129077,
+           0.1349852579979039,
+           0.4850789687207982,
+           0.1211682396739051,
+           0.3951295823464054,
+           0.1591996538121128,
+           0.1111053662801457,
+           0.7105835188005747,
+           0.0638260310723236
           ],
           [
-           0.2130441268776781,
+           0.1274885254336464,
+           0.0672501040011019,
+           0.0254191638829906,
+           0.1330800298859931,
+           0.1302696985482632,
            0.273213536450389,
-           0.4174161081456283,
+           0.3051279104315739,
+           0.735253231133451,
+           0.8179595058481393,
+           0.2130441268776781,
            0.0232927413127399,
-           0.1330800298859931,
-           0.5222277602405662,
+           0.4174161081456283,
            0.1737319753238016,
-           0.1274885254336464,
-           0.3290558627970383,
-           0.9950444582863888,
            0.3298284087878363,
-           0.3051279104315739,
-           0.0672501040011019,
-           0.669824054008361,
            0.1123975124584426,
-           0.1302696985482632,
-           0.735253231133451,
-           0.5637720546144361,
+           0.4839440597630965,
+           0.5222277602405662,
+           0.669824054008361,
            0.6896972412727194,
+           0.5637720546144361,
            0.056562170107036,
-           0.0254191638829906,
-           0.4839440597630965,
-           0.8179595058481393
+           0.9950444582863888,
+           0.3290558627970383
           ],
           [
-           0.1928374569986444,
+           0.445289118136039,
+           0.0670900075295742,
+           0.0055864482375573,
+           0.1230261153960334,
+           0.1576123083157814,
            0.4178519668986689,
-           0.2197869968904234,
+           0.4280475527739124,
+           0.8763722516375352,
+           0.7716583853918693,
+           0.1928374569986444,
            0.0895515073705869,
-           0.1230261153960334,
-           0.5381935047574228,
+           0.2197869968904234,
            0.342007422174572,
-           0.445289118136039,
-           0.2822817568231803,
-           0.9300201627687462,
            0.5247628039733387,
-           0.4280475527739124,
-           0.0670900075295742,
-           0.366250384309729,
            0.1634648465599538,
-           0.1576123083157814,
-           0.8763722516375352,
-           0.6499305118412632,
+           0.4787421484813816,
+           0.5381935047574228,
+           0.366250384309729,
            0.8583489172841368,
+           0.6499305118412632,
            0.055985189981857,
-           0.0055864482375573,
-           0.4787421484813816,
-           0.7716583853918693
+           0.9300201627687462,
+           0.2822817568231803
           ],
           [
-           0.2603723461255518,
+           0.5239841979223827,
+           0.0796163424706734,
+           0.0055511136520176,
+           0.4415678196838903,
+           0.1553660326279665,
            0.5668421229644969,
-           0.1637287767285993,
+           0.5233099809194475,
+           0.9591725273812642,
+           0.8253823808338303,
+           0.2603723461255518,
            0.1526782948310656,
-           0.4415678196838903,
-           0.5528774654894228,
+           0.1637287767285993,
            0.5113983091235315,
-           0.5239841979223827,
-           0.2324174649783961,
-           0.8402761677661017,
            0.5348733977584581,
-           0.5233099809194475,
-           0.0796163424706734,
-           0.3755116281521825,
            0.323525785036551,
-           0.1553660326279665,
-           0.9591725273812642,
-           0.9245164887480816,
+           0.4672566855173588,
+           0.5528774654894228,
+           0.3755116281521825,
            0.9291709818321476,
+           0.9245164887480816,
            0.0302696092175515,
-           0.0055511136520176,
-           0.4672566855173588,
-           0.8253823808338303
+           0.8402761677661017,
+           0.2324174649783961
           ],
           [
-           0.3650548838491049,
+           0.4455308354706224,
+           0.1222940559336612,
+           0.0082687355552709,
+           0.5195156603941771,
+           0.5311097529528253,
            0.7270794225766999,
-           0.3076533188880135,
+           0.7342443893083611,
+           0.8479450729850164,
+           0.8053753836898458,
+           0.3650548838491049,
            0.1987797111557872,
-           0.5195156603941771,
-           0.5864932357832445,
+           0.3076533188880135,
            0.58411151200798,
-           0.4455308354706224,
-           0.232251680558134,
-           0.8084529309725733,
            0.5105066913376546,
-           0.7342443893083611,
-           0.1222940559336612,
-           0.1033636962969695,
            0.3204245599085764,
-           0.5311097529528253,
-           0.8479450729850164,
-           0.4263263694845811,
+           0.6631912450676738,
+           0.5864932357832445,
+           0.1033636962969695,
            0.7648360444393737,
+           0.4263263694845811,
            0.0401756513188655,
-           0.0082687355552709,
-           0.6631912450676738,
-           0.8053753836898458
+           0.8084529309725733,
+           0.232251680558134
           ],
           [
-           0.1165271678935416,
+           0.5914836251513862,
+           0.1665616569474886,
+           0.2386130546279831,
+           0.0351848897952167,
+           0.083203864342549,
            0.5582867850000348,
-           0.5020311037216072,
+           0.3687456862707051,
+           0.5624491502491966,
+           0.6915117129467715,
+           0.1165271678935416,
            0.3297476695582788,
-           0.0351848897952167,
-           0.7802797461321267,
+           0.5020311037216072,
            0.3414322714780459,
-           0.5914836251513862,
-           0.3547303318013108,
-           0.6841191787952137,
            0.6923549140356251,
-           0.3687456862707051,
-           0.1665616569474886,
-           0.1108500020039233,
            0.5489948037487509,
-           0.083203864342549,
-           0.5624491502491966,
-           0.2953977274199773,
+           0.1638027831683053,
+           0.7802797461321267,
+           0.1108500020039233,
            0.1329084218683674,
+           0.2953977274199773,
            0.882987455118878,
-           0.2386130546279831,
-           0.1638027831683053,
-           0.6915117129467715
+           0.6841191787952137,
+           0.3547303318013108
           ],
           [
-           0.1928153741104808,
+           0.435722376807082,
+           0.0670897271132299,
+           0.0054031980633378,
+           0.122991565905646,
+           0.1559495568365849,
            0.3022119484350021,
-           0.1923663969249961,
+           0.2952083391272381,
+           0.864300862495465,
+           0.7716118184030186,
+           0.1928153741104808,
            0.0844371289411118,
-           0.122991565905646,
-           0.5298426171179035,
+           0.1923663969249961,
            0.3083031058956713,
-           0.435722376807082,
-           0.4068306405403881,
-           0.928987226092576,
            0.5122662584098864,
-           0.2952083391272381,
-           0.0670897271132299,
-           0.3659224082416971,
            0.1583573536491457,
-           0.1559495568365849,
-           0.864300862495465,
-           0.6512690843155523,
+           0.6294041253579502,
+           0.5298426171179035,
+           0.3659224082416971,
            0.8272831680533905,
+           0.6512690843155523,
            0.0533742995051588,
-           0.0054031980633378,
-           0.6294041253579502,
-           0.7716118184030186
+           0.928987226092576,
+           0.4068306405403881
           ]
          ]
         }
@@ -41355,7 +1677,7 @@
          }
         },
         "title": {
-         "text": "Darkmint Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+         "text": "Oranges Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
         },
         "xaxis": {
          "title": {
@@ -41382,25 +1704,25 @@
     "    \"YlOrBr\", \"YlOrRd\", \"Aggrnyl\", \"Agsunset\", \"Solar\", \"Teal\", \"Tealgrn\",\n",
     "    \"Temps\", \"Sunset\", \"Sunsetdark\", \"Mint\", \"Emrld\", \"Darkmint\",\n",
     "]\n",
+    "scale = 'Oranges'\n",
+    "#for scale in color_scales:\n",
+    "fig = go.Figure(go.Heatmap(\n",
+    "    z= df.values,\n",
+    "    x= df.columns,  \n",
+    "    y= df.index,\n",
+    "    colorscale=scale,#'Viridis',\n",
+    "    text= df.values,\n",
+    "    texttemplate=\"%{text:.2f}\",\n",
+    "    textfont=dict(size=12)\n",
+    "))\n",
     "\n",
-    "for scale in color_scales:\n",
-    "    fig = go.Figure(go.Heatmap(\n",
-    "        z= df.values,\n",
-    "        x= df.columns,  \n",
-    "        y= df.index,\n",
-    "        colorscale=scale,#'Viridis',\n",
-    "        text= df.values,\n",
-    "        texttemplate=\"%{text:.2f}\",\n",
-    "        textfont=dict(size=12)\n",
-    "    ))\n",
-    "\n",
-    "    fig.update_layout(\n",
-    "        title= scale+' Heatmap der ' +metric+ 'von den einzelnen Modelle auf den jeweiligen Datensätzen',\n",
-    "        xaxis=dict(title='Datensätze'),\n",
-    "        yaxis=dict(title='Modelle')\n",
-    "    )\n",
+    "fig.update_layout(\n",
+    "    title= scale+' Heatmap der ' +metric+ 'von den einzelnen Modelle auf den jeweiligen Datensätzen',\n",
+    "    xaxis=dict(title='Datensätze'),\n",
+    "    yaxis=dict(title='Modelle')\n",
+    ")\n",
     "\n",
-    "    fig.show()"
+    "fig.show()"
    ]
   },
   {
diff --git a/src/group_evaluation/generate_combined_dataframe.ipynb b/src/group_evaluation/generate_combined_dataframe.ipynb
index fbd8b79..5f18c67 100644
--- a/src/group_evaluation/generate_combined_dataframe.ipynb
+++ b/src/group_evaluation/generate_combined_dataframe.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 64,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -25,7 +25,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -50,26 +50,26 @@
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Model</th>\n",
-       "      <th>IOPS</th>\n",
-       "      <th>SMAP</th>\n",
-       "      <th>YAHOO</th>\n",
-       "      <th>UCR</th>\n",
-       "      <th>Daphnet</th>\n",
-       "      <th>TODS</th>\n",
-       "      <th>NAB</th>\n",
        "      <th>SVDB</th>\n",
-       "      <th>CATSv2</th>\n",
-       "      <th>...</th>\n",
-       "      <th>SWaT</th>\n",
-       "      <th>MITDB</th>\n",
+       "      <th>Power</th>\n",
+       "      <th>MGAB</th>\n",
+       "      <th>Daphnet</th>\n",
        "      <th>WSD</th>\n",
+       "      <th>SMAP</th>\n",
+       "      <th>MSL</th>\n",
        "      <th>Exathlon</th>\n",
-       "      <th>OPPORTUNITY</th>\n",
+       "      <th>Stock</th>\n",
+       "      <th>...</th>\n",
+       "      <th>LTDB</th>\n",
+       "      <th>MITDB</th>\n",
+       "      <th>SMD</th>\n",
+       "      <th>TODS</th>\n",
+       "      <th>SWaT</th>\n",
        "      <th>NEK</th>\n",
+       "      <th>OPPORTUNITY</th>\n",
        "      <th>SED</th>\n",
-       "      <th>MGAB</th>\n",
-       "      <th>SMD</th>\n",
-       "      <th>Stock</th>\n",
+       "      <th>TAO</th>\n",
+       "      <th>CATSv2</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
@@ -80,13 +80,13 @@
       ],
       "text/plain": [
        "Empty DataFrame\n",
-       "Columns: [Model, IOPS, SMAP, YAHOO, UCR, Daphnet, TODS, NAB, SVDB, CATSv2, TAO, LTDB, MSL, Power, SWaT, MITDB, WSD, Exathlon, OPPORTUNITY, NEK, SED, MGAB, SMD, Stock]\n",
+       "Columns: [Model, SVDB, Power, MGAB, Daphnet, WSD, SMAP, MSL, Exathlon, Stock, IOPS, UCR, YAHOO, NAB, LTDB, MITDB, SMD, TODS, SWaT, NEK, OPPORTUNITY, SED, TAO, CATSv2]\n",
        "Index: []\n",
        "\n",
        "[0 rows x 24 columns]"
       ]
      },
-     "execution_count": 65,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -101,7 +101,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -109,213 +109,23 @@
      "output_type": "stream",
      "text": [
       "Found:  CNN.csv\n",
-      "Model\n",
-      "IOPS\n",
-      "SMAP\n",
-      "YAHOO\n",
-      "UCR\n",
-      "Daphnet\n",
-      "TODS\n",
-      "NAB\n",
-      "SVDB\n",
-      "CATSv2\n",
-      "TAO\n",
-      "LTDB\n",
-      "MSL\n",
-      "Power\n",
-      "SWaT\n",
-      "MITDB\n",
-      "WSD\n",
-      "Exathlon\n",
-      "OPPORTUNITY\n",
-      "NEK\n",
-      "SED\n",
-      "MGAB\n",
-      "SMD\n",
-      "Stock\n",
       "Not correct file type:  groupedDataframes\n",
+      "Found:  IForest.csv\n",
       "Found:  KMeansAD_U.csv\n",
-      "Model\n",
-      "IOPS\n",
-      "SMAP\n",
-      "YAHOO\n",
-      "UCR\n",
-      "Daphnet\n",
-      "TODS\n",
-      "NAB\n",
-      "SVDB\n",
-      "CATSv2\n",
-      "TAO\n",
-      "LTDB\n",
-      "MSL\n",
-      "Power\n",
-      "SWaT\n",
-      "MITDB\n",
-      "WSD\n",
-      "Exathlon\n",
-      "OPPORTUNITY\n",
-      "NEK\n",
-      "SED\n",
-      "MGAB\n",
-      "SMD\n",
-      "Stock\n",
+      "Found:  LOF.csv\n",
       "Found:  LSTMAD.csv\n",
-      "Model\n",
-      "IOPS\n",
-      "SMAP\n",
-      "YAHOO\n",
-      "UCR\n",
-      "Daphnet\n",
-      "TODS\n",
-      "NAB\n",
-      "SVDB\n",
-      "CATSv2\n",
-      "TAO\n",
-      "LTDB\n",
-      "MSL\n",
-      "Power\n",
-      "SWaT\n",
-      "MITDB\n",
-      "WSD\n",
-      "Exathlon\n",
-      "OPPORTUNITY\n",
-      "NEK\n",
-      "SED\n",
-      "MGAB\n",
-      "SMD\n",
-      "Stock\n",
       "Found:  OmniAnomaly.csv\n",
-      "Model\n",
-      "IOPS\n",
-      "SMAP\n",
-      "YAHOO\n",
-      "UCR\n",
-      "Daphnet\n",
-      "TODS\n",
-      "NAB\n",
-      "SVDB\n",
-      "CATSv2\n",
-      "TAO\n",
-      "LTDB\n",
-      "MSL\n",
-      "Power\n",
-      "SWaT\n",
-      "MITDB\n",
-      "WSD\n",
-      "Exathlon\n",
-      "OPPORTUNITY\n",
-      "NEK\n",
-      "SED\n",
-      "MGAB\n",
-      "SMD\n",
-      "Stock\n",
       "Found:  PCA.csv\n",
-      "Model\n",
-      "IOPS\n",
-      "SMAP\n",
-      "YAHOO\n",
-      "UCR\n",
-      "Daphnet\n",
-      "TODS\n",
-      "NAB\n",
-      "SVDB\n",
-      "CATSv2\n",
-      "TAO\n",
-      "LTDB\n",
-      "MSL\n",
-      "Power\n",
-      "SWaT\n",
-      "MITDB\n",
-      "WSD\n",
-      "Exathlon\n",
-      "OPPORTUNITY\n",
-      "NEK\n",
-      "SED\n",
-      "MGAB\n",
-      "SMD\n",
-      "Stock\n",
       "Found:  POLY.csv\n",
-      "Model\n",
-      "IOPS\n",
-      "SMAP\n",
-      "YAHOO\n",
-      "UCR\n",
-      "Daphnet\n",
-      "TODS\n",
-      "NAB\n",
-      "SVDB\n",
-      "CATSv2\n",
-      "TAO\n",
-      "LTDB\n",
-      "MSL\n",
-      "Power\n",
-      "SWaT\n",
-      "MITDB\n",
-      "WSD\n",
-      "Exathlon\n",
-      "OPPORTUNITY\n",
-      "NEK\n",
-      "SED\n",
-      "MGAB\n",
-      "SMD\n",
-      "Stock\n",
       "Found:  Sub_KNN.csv\n",
-      "Model\n",
-      "IOPS\n",
-      "SMAP\n",
-      "YAHOO\n",
-      "UCR\n",
-      "Daphnet\n",
-      "TODS\n",
-      "NAB\n",
-      "SVDB\n",
-      "CATSv2\n",
-      "TAO\n",
-      "LTDB\n",
-      "MSL\n",
-      "Power\n",
-      "SWaT\n",
-      "MITDB\n",
-      "WSD\n",
-      "Exathlon\n",
-      "OPPORTUNITY\n",
-      "NEK\n",
-      "SED\n",
-      "MGAB\n",
-      "SMD\n",
-      "Stock\n",
       "Not correct file type:  temp\n",
       "Found:  USAD.csv\n",
-      "Model\n",
-      "IOPS\n",
-      "SMAP\n",
-      "YAHOO\n",
-      "UCR\n",
-      "Daphnet\n",
-      "TODS\n",
-      "NAB\n",
-      "SVDB\n",
-      "CATSv2\n",
-      "TAO\n",
-      "LTDB\n",
-      "MSL\n",
-      "Power\n",
-      "SWaT\n",
-      "MITDB\n",
-      "WSD\n",
-      "Exathlon\n",
-      "OPPORTUNITY\n",
-      "NEK\n",
-      "SED\n",
-      "MGAB\n",
-      "SMD\n",
-      "Stock\n",
       "Not correct file type:  Vergleich der Ergebnisse.md\n"
      ]
     }
    ],
    "source": [
-    "col = 'VUS-PR'\n",
+    "col = 'AUC-PR'\n",
     "\n",
     "for file in os.listdir(path):\n",
     "    suffix = file.split('.')\n",
@@ -335,7 +145,6 @@
     "        #merge key value paires for dict\n",
     "        keys_temp = data.copy()\n",
     "        for key in keys_temp:\n",
-    "            print(key)\n",
     "            if key in groupedMeans['group'].values:\n",
     "                value = groupedMeans.loc[groupedMeans['group'] == key, col].values[0]\n",
     "                keys_temp[key] = [value]\n",
@@ -348,7 +157,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -373,148 +182,148 @@
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Model</th>\n",
-       "      <th>IOPS</th>\n",
-       "      <th>SMAP</th>\n",
-       "      <th>YAHOO</th>\n",
-       "      <th>UCR</th>\n",
-       "      <th>Daphnet</th>\n",
-       "      <th>TODS</th>\n",
-       "      <th>NAB</th>\n",
        "      <th>SVDB</th>\n",
-       "      <th>CATSv2</th>\n",
-       "      <th>...</th>\n",
-       "      <th>SWaT</th>\n",
-       "      <th>MITDB</th>\n",
+       "      <th>Power</th>\n",
+       "      <th>MGAB</th>\n",
+       "      <th>Daphnet</th>\n",
        "      <th>WSD</th>\n",
+       "      <th>SMAP</th>\n",
+       "      <th>MSL</th>\n",
        "      <th>Exathlon</th>\n",
-       "      <th>OPPORTUNITY</th>\n",
+       "      <th>Stock</th>\n",
+       "      <th>...</th>\n",
+       "      <th>LTDB</th>\n",
+       "      <th>MITDB</th>\n",
+       "      <th>SMD</th>\n",
+       "      <th>TODS</th>\n",
+       "      <th>SWaT</th>\n",
        "      <th>NEK</th>\n",
+       "      <th>OPPORTUNITY</th>\n",
        "      <th>SED</th>\n",
-       "      <th>MGAB</th>\n",
-       "      <th>SMD</th>\n",
-       "      <th>Stock</th>\n",
+       "      <th>TAO</th>\n",
+       "      <th>CATSv2</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>CNN</td>\n",
-       "      <td>0.205826</td>\n",
-       "      <td>0.336818</td>\n",
-       "      <td>0.512096</td>\n",
-       "      <td>0.065443</td>\n",
-       "      <td>0.398456</td>\n",
-       "      <td>0.575941</td>\n",
-       "      <td>0.248091</td>\n",
-       "      <td>0.199785</td>\n",
-       "      <td>0.288293</td>\n",
+       "      <td>0.197103</td>\n",
+       "      <td>0.072400</td>\n",
+       "      <td>0.003855</td>\n",
+       "      <td>0.381499</td>\n",
+       "      <td>0.303128</td>\n",
+       "      <td>0.329931</td>\n",
+       "      <td>0.307033</td>\n",
+       "      <td>0.654310</td>\n",
+       "      <td>0.929344</td>\n",
        "      <td>...</td>\n",
-       "      <td>0.680748</td>\n",
-       "      <td>0.143632</td>\n",
-       "      <td>0.224922</td>\n",
-       "      <td>0.657757</td>\n",
-       "      <td>0.632799</td>\n",
-       "      <td>0.714845</td>\n",
-       "      <td>0.058416</td>\n",
-       "      <td>0.006988</td>\n",
-       "      <td>0.545045</td>\n",
-       "      <td>0.939925</td>\n",
+       "      <td>0.354462</td>\n",
+       "      <td>0.160153</td>\n",
+       "      <td>0.565370</td>\n",
+       "      <td>0.303786</td>\n",
+       "      <td>0.738718</td>\n",
+       "      <td>0.685573</td>\n",
+       "      <td>0.619160</td>\n",
+       "      <td>0.029325</td>\n",
+       "      <td>0.994857</td>\n",
+       "      <td>0.411894</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>KMeansAD_U</td>\n",
-       "      <td>0.107988</td>\n",
-       "      <td>0.657738</td>\n",
-       "      <td>0.781824</td>\n",
-       "      <td>0.486822</td>\n",
-       "      <td>0.039747</td>\n",
-       "      <td>0.739257</td>\n",
-       "      <td>0.427477</td>\n",
-       "      <td>0.811385</td>\n",
-       "      <td>0.229268</td>\n",
+       "      <td>IForest</td>\n",
+       "      <td>0.311936</td>\n",
+       "      <td>0.073981</td>\n",
+       "      <td>0.004336</td>\n",
+       "      <td>0.496579</td>\n",
+       "      <td>0.040993</td>\n",
+       "      <td>0.299302</td>\n",
+       "      <td>0.386085</td>\n",
+       "      <td>0.962806</td>\n",
+       "      <td>0.143940</td>\n",
        "      <td>...</td>\n",
-       "      <td>0.111519</td>\n",
-       "      <td>0.590892</td>\n",
-       "      <td>0.173060</td>\n",
-       "      <td>0.618051</td>\n",
-       "      <td>0.351828</td>\n",
-       "      <td>0.317927</td>\n",
-       "      <td>0.895291</td>\n",
-       "      <td>0.036645</td>\n",
-       "      <td>0.254537</td>\n",
-       "      <td>0.738198</td>\n",
+       "      <td>0.521341</td>\n",
+       "      <td>0.169557</td>\n",
+       "      <td>0.369237</td>\n",
+       "      <td>0.076521</td>\n",
+       "      <td>0.702432</td>\n",
+       "      <td>0.630339</td>\n",
+       "      <td>0.733153</td>\n",
+       "      <td>0.691484</td>\n",
+       "      <td>0.125817</td>\n",
+       "      <td>0.139416</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>LSTMAD</td>\n",
-       "      <td>0.213044</td>\n",
-       "      <td>0.273214</td>\n",
-       "      <td>0.417416</td>\n",
-       "      <td>0.023293</td>\n",
-       "      <td>0.133080</td>\n",
-       "      <td>0.522228</td>\n",
-       "      <td>0.173732</td>\n",
-       "      <td>0.127489</td>\n",
-       "      <td>0.329056</td>\n",
+       "      <td>KMeansAD_U</td>\n",
+       "      <td>0.809036</td>\n",
+       "      <td>0.507629</td>\n",
+       "      <td>0.085299</td>\n",
+       "      <td>0.036445</td>\n",
+       "      <td>0.146372</td>\n",
+       "      <td>0.648913</td>\n",
+       "      <td>0.371438</td>\n",
+       "      <td>0.617690</td>\n",
+       "      <td>0.114476</td>\n",
        "      <td>...</td>\n",
-       "      <td>0.669824</td>\n",
-       "      <td>0.112398</td>\n",
-       "      <td>0.130270</td>\n",
-       "      <td>0.735253</td>\n",
-       "      <td>0.563772</td>\n",
-       "      <td>0.689697</td>\n",
-       "      <td>0.056562</td>\n",
-       "      <td>0.025419</td>\n",
-       "      <td>0.483944</td>\n",
-       "      <td>0.817960</td>\n",
+       "      <td>0.765819</td>\n",
+       "      <td>0.583808</td>\n",
+       "      <td>0.260908</td>\n",
+       "      <td>0.448703</td>\n",
+       "      <td>0.111152</td>\n",
+       "      <td>0.346973</td>\n",
+       "      <td>0.365381</td>\n",
+       "      <td>0.710575</td>\n",
+       "      <td>0.129147</td>\n",
+       "      <td>0.455611</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>OmniAnomaly</td>\n",
-       "      <td>0.192837</td>\n",
-       "      <td>0.417852</td>\n",
-       "      <td>0.219787</td>\n",
-       "      <td>0.089552</td>\n",
-       "      <td>0.123026</td>\n",
-       "      <td>0.538194</td>\n",
-       "      <td>0.342007</td>\n",
-       "      <td>0.445289</td>\n",
-       "      <td>0.282282</td>\n",
+       "      <td>LOF</td>\n",
+       "      <td>0.044940</td>\n",
+       "      <td>0.086245</td>\n",
+       "      <td>0.002209</td>\n",
+       "      <td>0.129509</td>\n",
+       "      <td>0.141918</td>\n",
+       "      <td>0.180797</td>\n",
+       "      <td>0.151228</td>\n",
+       "      <td>0.245106</td>\n",
+       "      <td>0.112061</td>\n",
        "      <td>...</td>\n",
-       "      <td>0.366250</td>\n",
-       "      <td>0.163465</td>\n",
-       "      <td>0.157612</td>\n",
-       "      <td>0.876372</td>\n",
-       "      <td>0.649931</td>\n",
-       "      <td>0.858349</td>\n",
-       "      <td>0.055985</td>\n",
-       "      <td>0.005586</td>\n",
-       "      <td>0.478742</td>\n",
-       "      <td>0.771658</td>\n",
+       "      <td>0.203241</td>\n",
+       "      <td>0.051628</td>\n",
+       "      <td>0.182353</td>\n",
+       "      <td>0.100820</td>\n",
+       "      <td>0.120683</td>\n",
+       "      <td>0.363561</td>\n",
+       "      <td>0.153396</td>\n",
+       "      <td>0.082198</td>\n",
+       "      <td>0.167995</td>\n",
+       "      <td>0.071542</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>PCA</td>\n",
-       "      <td>0.260372</td>\n",
-       "      <td>0.566842</td>\n",
-       "      <td>0.163729</td>\n",
-       "      <td>0.152678</td>\n",
-       "      <td>0.441568</td>\n",
-       "      <td>0.552877</td>\n",
-       "      <td>0.511398</td>\n",
-       "      <td>0.523984</td>\n",
-       "      <td>0.232417</td>\n",
+       "      <td>LSTMAD</td>\n",
+       "      <td>0.129879</td>\n",
+       "      <td>0.064788</td>\n",
+       "      <td>0.045860</td>\n",
+       "      <td>0.132234</td>\n",
+       "      <td>0.209492</td>\n",
+       "      <td>0.278827</td>\n",
+       "      <td>0.237442</td>\n",
+       "      <td>0.733875</td>\n",
+       "      <td>0.519232</td>\n",
        "      <td>...</td>\n",
-       "      <td>0.375512</td>\n",
-       "      <td>0.323526</td>\n",
-       "      <td>0.155366</td>\n",
-       "      <td>0.959173</td>\n",
-       "      <td>0.924516</td>\n",
-       "      <td>0.929171</td>\n",
-       "      <td>0.030270</td>\n",
-       "      <td>0.005551</td>\n",
-       "      <td>0.467257</td>\n",
-       "      <td>0.825382</td>\n",
+       "      <td>0.276735</td>\n",
+       "      <td>0.113066</td>\n",
+       "      <td>0.539890</td>\n",
+       "      <td>0.205671</td>\n",
+       "      <td>0.737695</td>\n",
+       "      <td>0.667421</td>\n",
+       "      <td>0.545535</td>\n",
+       "      <td>0.030497</td>\n",
+       "      <td>0.993397</td>\n",
+       "      <td>0.358071</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -522,31 +331,31 @@
        "</div>"
       ],
       "text/plain": [
-       "         Model      IOPS      SMAP     YAHOO       UCR   Daphnet      TODS  \\\n",
-       "0          CNN  0.205826  0.336818  0.512096  0.065443  0.398456  0.575941   \n",
-       "0   KMeansAD_U  0.107988  0.657738  0.781824  0.486822  0.039747  0.739257   \n",
-       "0       LSTMAD  0.213044  0.273214  0.417416  0.023293  0.133080  0.522228   \n",
-       "0  OmniAnomaly  0.192837  0.417852  0.219787  0.089552  0.123026  0.538194   \n",
-       "0          PCA  0.260372  0.566842  0.163729  0.152678  0.441568  0.552877   \n",
+       "        Model      SVDB     Power      MGAB   Daphnet       WSD      SMAP  \\\n",
+       "0         CNN  0.197103  0.072400  0.003855  0.381499  0.303128  0.329931   \n",
+       "0     IForest  0.311936  0.073981  0.004336  0.496579  0.040993  0.299302   \n",
+       "0  KMeansAD_U  0.809036  0.507629  0.085299  0.036445  0.146372  0.648913   \n",
+       "0         LOF  0.044940  0.086245  0.002209  0.129509  0.141918  0.180797   \n",
+       "0      LSTMAD  0.129879  0.064788  0.045860  0.132234  0.209492  0.278827   \n",
        "\n",
-       "        NAB      SVDB    CATSv2  ...      SWaT     MITDB       WSD  Exathlon  \\\n",
-       "0  0.248091  0.199785  0.288293  ...  0.680748  0.143632  0.224922  0.657757   \n",
-       "0  0.427477  0.811385  0.229268  ...  0.111519  0.590892  0.173060  0.618051   \n",
-       "0  0.173732  0.127489  0.329056  ...  0.669824  0.112398  0.130270  0.735253   \n",
-       "0  0.342007  0.445289  0.282282  ...  0.366250  0.163465  0.157612  0.876372   \n",
-       "0  0.511398  0.523984  0.232417  ...  0.375512  0.323526  0.155366  0.959173   \n",
+       "        MSL  Exathlon     Stock  ...      LTDB     MITDB       SMD      TODS  \\\n",
+       "0  0.307033  0.654310  0.929344  ...  0.354462  0.160153  0.565370  0.303786   \n",
+       "0  0.386085  0.962806  0.143940  ...  0.521341  0.169557  0.369237  0.076521   \n",
+       "0  0.371438  0.617690  0.114476  ...  0.765819  0.583808  0.260908  0.448703   \n",
+       "0  0.151228  0.245106  0.112061  ...  0.203241  0.051628  0.182353  0.100820   \n",
+       "0  0.237442  0.733875  0.519232  ...  0.276735  0.113066  0.539890  0.205671   \n",
        "\n",
-       "   OPPORTUNITY       NEK       SED      MGAB       SMD     Stock  \n",
-       "0     0.632799  0.714845  0.058416  0.006988  0.545045  0.939925  \n",
-       "0     0.351828  0.317927  0.895291  0.036645  0.254537  0.738198  \n",
-       "0     0.563772  0.689697  0.056562  0.025419  0.483944  0.817960  \n",
-       "0     0.649931  0.858349  0.055985  0.005586  0.478742  0.771658  \n",
-       "0     0.924516  0.929171  0.030270  0.005551  0.467257  0.825382  \n",
+       "       SWaT       NEK  OPPORTUNITY       SED       TAO    CATSv2  \n",
+       "0  0.738718  0.685573     0.619160  0.029325  0.994857  0.411894  \n",
+       "0  0.702432  0.630339     0.733153  0.691484  0.125817  0.139416  \n",
+       "0  0.111152  0.346973     0.365381  0.710575  0.129147  0.455611  \n",
+       "0  0.120683  0.363561     0.153396  0.082198  0.167995  0.071542  \n",
+       "0  0.737695  0.667421     0.545535  0.030497  0.993397  0.358071  \n",
        "\n",
        "[5 rows x 24 columns]"
       ]
      },
-     "execution_count": 67,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }
diff --git a/src/models/desi/desi_evaluate_groups.ipynb b/src/models/desi/desi_evaluate_groups.ipynb
index 98598bd..3d3ce3c 100644
--- a/src/models/desi/desi_evaluate_groups.ipynb
+++ b/src/models/desi/desi_evaluate_groups.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [
     {
@@ -59,153 +59,146 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>{'win_size': 50, 'lr': 0.0001}</td>\n",
+       "      <td>{'n_neighbors': 30}</td>\n",
        "      <td>001_NAB_id_1_Facility_tr_1007_1st_2014.csv</td>\n",
-       "      <td>1.827438</td>\n",
+       "      <td>0.662725</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>0.221660</td>\n",
-       "      <td>0.504644</td>\n",
-       "      <td>0.130208</td>\n",
-       "      <td>0.416557</td>\n",
-       "      <td>0.254451</td>\n",
-       "      <td>0.561845</td>\n",
-       "      <td>0.500000</td>\n",
-       "      <td>0.507456</td>\n",
-       "      <td>0.784411</td>\n",
-       "      <td>0.142857</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>0.140581</td>\n",
+       "      <td>0.511654</td>\n",
+       "      <td>0.139685</td>\n",
+       "      <td>0.517581</td>\n",
+       "      <td>0.158465</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.360914</td>\n",
+       "      <td>0.968482</td>\n",
+       "      <td>0.034985</td>\n",
+       "      <td>0.923077</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>{'win_size': 100, 'lr': 0.001}</td>\n",
+       "      <td>{'n_neighbors': 50}</td>\n",
        "      <td>002_NAB_id_2_WebService_tr_1500_1st_4106.csv</td>\n",
-       "      <td>2.713349</td>\n",
+       "      <td>1.600371</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>0.400364</td>\n",
-       "      <td>0.509419</td>\n",
-       "      <td>0.402053</td>\n",
-       "      <td>0.523807</td>\n",
-       "      <td>0.459489</td>\n",
+       "      <td>0.136906</td>\n",
+       "      <td>0.514480</td>\n",
+       "      <td>0.139172</td>\n",
+       "      <td>0.522671</td>\n",
+       "      <td>0.192924</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.501176</td>\n",
-       "      <td>0.992744</td>\n",
-       "      <td>0.163265</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>0.336815</td>\n",
+       "      <td>0.988203</td>\n",
+       "      <td>0.032967</td>\n",
+       "      <td>0.567568</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>{'win_size': 100, 'lr': 1e-05}</td>\n",
+       "      <td>{'n_neighbors': 40}</td>\n",
        "      <td>003_NAB_id_3_WebService_tr_1362_1st_1462.csv</td>\n",
-       "      <td>3.311836</td>\n",
+       "      <td>2.794641</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>0.391410</td>\n",
-       "      <td>0.610383</td>\n",
-       "      <td>0.391741</td>\n",
-       "      <td>0.618710</td>\n",
-       "      <td>0.426650</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.562559</td>\n",
-       "      <td>0.990324</td>\n",
-       "      <td>0.206172</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>0.108531</td>\n",
+       "      <td>0.508964</td>\n",
+       "      <td>0.097869</td>\n",
+       "      <td>0.500551</td>\n",
+       "      <td>0.175308</td>\n",
+       "      <td>0.999672</td>\n",
+       "      <td>0.933333</td>\n",
+       "      <td>0.327012</td>\n",
+       "      <td>0.945860</td>\n",
+       "      <td>0.014445</td>\n",
+       "      <td>0.666667</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>{'win_size': 100, 'lr': 0.001}</td>\n",
+       "      <td>{'n_neighbors': 50}</td>\n",
        "      <td>004_NAB_id_4_Facility_tr_1007_1st_1437.csv</td>\n",
-       "      <td>1.639204</td>\n",
+       "      <td>0.889990</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>0.408544</td>\n",
-       "      <td>0.720660</td>\n",
-       "      <td>0.412292</td>\n",
-       "      <td>0.735874</td>\n",
-       "      <td>0.417320</td>\n",
+       "      <td>0.157897</td>\n",
+       "      <td>0.541035</td>\n",
+       "      <td>0.153577</td>\n",
+       "      <td>0.556081</td>\n",
+       "      <td>0.186381</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.578501</td>\n",
-       "      <td>0.986099</td>\n",
-       "      <td>0.248756</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>0.338843</td>\n",
+       "      <td>0.980346</td>\n",
+       "      <td>0.007463</td>\n",
+       "      <td>1.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>{'win_size': 100, 'lr': 0.0001}</td>\n",
+       "      <td>{'n_neighbors': 40}</td>\n",
        "      <td>005_NAB_id_5_Traffic_tr_594_1st_1645.csv</td>\n",
-       "      <td>1.276601</td>\n",
+       "      <td>0.661092</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>False</td>\n",
-       "      <td>0.110587</td>\n",
-       "      <td>0.474358</td>\n",
-       "      <td>0.112789</td>\n",
-       "      <td>0.478303</td>\n",
-       "      <td>0.224133</td>\n",
-       "      <td>0.765273</td>\n",
-       "      <td>0.327586</td>\n",
-       "      <td>0.395136</td>\n",
-       "      <td>0.716983</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
+       "      <td>0.103901</td>\n",
+       "      <td>0.498313</td>\n",
+       "      <td>0.106037</td>\n",
+       "      <td>0.507622</td>\n",
+       "      <td>0.185677</td>\n",
+       "      <td>0.942574</td>\n",
+       "      <td>0.216216</td>\n",
+       "      <td>0.194903</td>\n",
+       "      <td>0.670264</td>\n",
+       "      <td>0.016807</td>\n",
+       "      <td>0.121212</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "                            params  \\\n",
-       "0   {'win_size': 50, 'lr': 0.0001}   \n",
-       "1   {'win_size': 100, 'lr': 0.001}   \n",
-       "2   {'win_size': 100, 'lr': 1e-05}   \n",
-       "3   {'win_size': 100, 'lr': 0.001}   \n",
-       "4  {'win_size': 100, 'lr': 0.0001}   \n",
+       "                params                                     file_name  \\\n",
+       "0  {'n_neighbors': 30}    001_NAB_id_1_Facility_tr_1007_1st_2014.csv   \n",
+       "1  {'n_neighbors': 50}  002_NAB_id_2_WebService_tr_1500_1st_4106.csv   \n",
+       "2  {'n_neighbors': 40}  003_NAB_id_3_WebService_tr_1362_1st_1462.csv   \n",
+       "3  {'n_neighbors': 50}    004_NAB_id_4_Facility_tr_1007_1st_1437.csv   \n",
+       "4  {'n_neighbors': 40}      005_NAB_id_5_Traffic_tr_594_1st_1645.csv   \n",
        "\n",
-       "                                      file_name  duration group  \\\n",
-       "0    001_NAB_id_1_Facility_tr_1007_1st_2014.csv  1.827438   NAB   \n",
-       "1  002_NAB_id_2_WebService_tr_1500_1st_4106.csv  2.713349   NAB   \n",
-       "2  003_NAB_id_3_WebService_tr_1362_1st_1462.csv  3.311836   NAB   \n",
-       "3    004_NAB_id_4_Facility_tr_1007_1st_1437.csv  1.639204   NAB   \n",
-       "4      005_NAB_id_5_Traffic_tr_594_1st_1645.csv  1.276601   NAB   \n",
+       "   duration group  point anomaly  seq anomaly    AUC-PR   AUC-ROC    VUS-PR  \\\n",
+       "0  0.662725   NAB          False         True  0.140581  0.511654  0.139685   \n",
+       "1  1.600371   NAB          False        False  0.136906  0.514480  0.139172   \n",
+       "2  2.794641   NAB          False         True  0.108531  0.508964  0.097869   \n",
+       "3  0.889990   NAB          False        False  0.157897  0.541035  0.153577   \n",
+       "4  0.661092   NAB          False        False  0.103901  0.498313  0.106037   \n",
        "\n",
-       "   point anomaly  seq anomaly    AUC-PR   AUC-ROC    VUS-PR   VUS-ROC  \\\n",
-       "0          False         True  0.221660  0.504644  0.130208  0.416557   \n",
-       "1          False        False  0.400364  0.509419  0.402053  0.523807   \n",
-       "2          False         True  0.391410  0.610383  0.391741  0.618710   \n",
-       "3          False        False  0.408544  0.720660  0.412292  0.735874   \n",
-       "4          False        False  0.110587  0.474358  0.112789  0.478303   \n",
+       "    VUS-ROC  Standard-F1     PA-F1  Event-based-F1  R-based-F1  Affiliation-F  \\\n",
+       "0  0.517581     0.158465  1.000000        1.000000    0.360914       0.968482   \n",
+       "1  0.522671     0.192924  1.000000        1.000000    0.336815       0.988203   \n",
+       "2  0.500551     0.175308  0.999672        0.933333    0.327012       0.945860   \n",
+       "3  0.556081     0.186381  1.000000        1.000000    0.338843       0.980346   \n",
+       "4  0.507622     0.185677  0.942574        0.216216    0.194903       0.670264   \n",
        "\n",
-       "   Standard-F1     PA-F1  Event-based-F1  R-based-F1  Affiliation-F    Recall  \\\n",
-       "0     0.254451  0.561845        0.500000    0.507456       0.784411  0.142857   \n",
-       "1     0.459489  1.000000        1.000000    0.501176       0.992744  0.163265   \n",
-       "2     0.426650  1.000000        1.000000    0.562559       0.990324  0.206172   \n",
-       "3     0.417320  1.000000        1.000000    0.578501       0.986099  0.248756   \n",
-       "4     0.224133  0.765273        0.327586    0.395136       0.716983  0.000000   \n",
-       "\n",
-       "   Precision  \n",
-       "0        1.0  \n",
-       "1        1.0  \n",
-       "2        1.0  \n",
-       "3        1.0  \n",
-       "4        0.0  "
+       "     Recall  Precision  \n",
+       "0  0.034985   0.923077  \n",
+       "1  0.032967   0.567568  \n",
+       "2  0.014445   0.666667  \n",
+       "3  0.007463   1.000000  \n",
+       "4  0.016807   0.121212  "
       ]
      },
-     "execution_count": 2,
+     "execution_count": 36,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "#Dataframe erstellen\n",
-    "model = 'USAD'\n",
+    "model = 'LOF'\n",
     "path = '../../../docs/evaluation/'+model+'.csv'\n",
     "df = pd.read_csv(path)\n",
     "df.head()\n",
@@ -214,7 +207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
@@ -247,7 +240,7 @@
        "Name: count, dtype: int64"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -258,7 +251,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -298,15 +291,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "c:\\Users\\desiw\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\plotly\\express\\_core.py:1985: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
-      "  sf: grouped.get_group(s if len(s) > 1 else s[0])\n"
+      "c:\\Users\\desiw\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\plotly\\express\\_core.py:1985: FutureWarning:\n",
+      "\n",
+      "When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
+      "\n"
      ]
     },
     {
@@ -392,34 +387,34 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.1302075880945323,
-          0.4020534074338607,
-          0.3917405786503706,
-          0.4122921912099407,
-          0.1127893780705539,
-          0.0880792703092965,
-          0.5790040342189381,
-          0.8341834258565428,
-          0.2552256622856929,
-          0.2267001062372982,
-          0.0907095817982942,
-          0.1292701703324297,
-          0.097524389672436,
-          0.2854763183702207,
-          0.1439530330883995,
-          0.2424842038481299,
-          0.3977537420807661,
-          0.250780316105839,
-          0.1504681867369552,
-          0.2244263982902755,
-          0.2813798216636058,
-          0.527484286661551,
-          0.6819934243213782,
-          0.4674765210212274,
-          0.1813593311461495,
-          0.0659658207337633,
-          0.566988680220708,
-          0.4147170966196422
+          0.1396847903332389,
+          0.139172125084749,
+          0.0978688395614442,
+          0.1535768761124069,
+          0.1060369106784571,
+          0.1553396132019111,
+          0.2196520997815249,
+          0.141351789190328,
+          0.1549939064014858,
+          0.342450838174051,
+          0.2599951376467255,
+          0.1606374284768806,
+          0.2092371607891351,
+          0.1050228521353941,
+          0.2197005257397364,
+          0.2550333992513036,
+          0.1102604131133901,
+          0.1767256228606734,
+          0.1252292985609067,
+          0.2198693117877285,
+          0.13224377206644,
+          0.2481120021002056,
+          0.0889302232938759,
+          0.2506451132439538,
+          0.1011944570840855,
+          0.1001360066859297,
+          0.0918961127306825,
+          0.1420579899584861
          ],
          "y0": " ",
          "yaxis": "y"
@@ -494,31 +489,31 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0138569814585429,
-          0.001181733762286,
-          0.8352051737758478,
-          0.6806186694872587,
-          0.0035764524037275,
-          0.0048247558839974,
-          0.171534139831701,
-          0.1690250863855109,
-          0.1063398226995458,
-          0.0259894102038596,
-          0.1484073482405651,
-          0.0531173996701087,
-          0.0017766776216456,
-          0.0520620096849729,
-          0.3879251002978932,
-          0.1769744096542483,
-          0.0153942378244447,
-          0.0085055030561329,
-          0.4086907171088323,
-          0.0374526101458759,
-          0.0052537413398592,
-          0.0221706858448497,
-          0.0591644926073769,
-          0.0092542707429635,
-          0.500437491182578
+          0.0777231681031569,
+          0.0788657664187751,
+          0.2826024087267116,
+          0.2391140920137143,
+          0.1337393597657766,
+          0.0652387152009407,
+          0.0049874770243891,
+          0.0359509423387786,
+          0.0784886813207732,
+          0.0239167402853134,
+          0.004226799644107,
+          0.0339477930947294,
+          0.0300126806555286,
+          0.060948278252749,
+          0.0661810401683887,
+          0.086682299945275,
+          0.0674053595478954,
+          0.077676751627229,
+          0.2397422787483801,
+          0.049640373317522,
+          0.3428335787920875,
+          0.0374617581996188,
+          0.0812636078751719,
+          0.0422065004325935,
+          0.3177820465201418
          ],
          "y0": " ",
          "yaxis": "y"
@@ -561,15 +556,15 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.5963469982330721,
-          0.2134886159062852,
-          0.3873317336145385,
-          0.9998469738484012,
-          0.0357546639363397,
-          0.1200033998163251,
-          0.0912157850366874,
-          0.125109788613724,
-          0.0877770931397694
+          0.0793711661657013,
+          0.2921233299414378,
+          0.1842774592969869,
+          0.1993164821453371,
+          0.038326112334202,
+          0.0958365262691435,
+          0.0998395217434156,
+          0.4877312185053344,
+          0.2034784202553557
          ],
          "y0": " ",
          "yaxis": "y"
@@ -614,16 +609,16 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.893779287993858,
-          0.876169912785374,
-          0.9379917646887668,
-          0.9504823573884094,
-          0.2333929629551284,
-          0.7415208828572458,
-          0.2321201668180113,
-          0.9591994353970044,
-          0.9821867129274388,
-          0.9092747002189502
+          0.8066498950542565,
+          0.8137476805424989,
+          0.9101876435124252,
+          0.9088325631293508,
+          0.1520343603948169,
+          0.5724671741479528,
+          0.1708318131011563,
+          0.9375164542385926,
+          0.9712048607937904,
+          0.8613956417985078
          ],
          "y0": " ",
          "yaxis": "y"
@@ -650,7 +645,7 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.122991565905646
+          0.1348036345450808
          ],
          "y0": " ",
          "yaxis": "y"
@@ -691,14 +686,14 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0544344397091935,
-          0.2911674583219765,
-          0.0246803138801214,
-          0.1762930650472261,
-          0.0155698147095815,
-          0.0611296464266992,
-          0.5844429414472653,
-          0.0591411496511025
+          0.0583428028155999,
+          0.0359716215748545,
+          0.0331515820531995,
+          0.1379319878883075,
+          0.0012416968974043,
+          0.0330866018753321,
+          0.0766215186274546,
+          0.0536417355711097
          ],
          "y0": " ",
          "yaxis": "y"
@@ -799,44 +794,44 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.1325360178544722,
-          0.8232868011340087,
-          0.944545057083964,
-          0.7601649102778668,
-          0.5757079319011754,
-          0.9553993428271956,
-          0.6428917478490942,
-          0.6670156622709433,
-          0.8362893332895374,
-          0.4106934213707184,
-          0.0227156580257444,
-          0.7689240442122025,
-          0.5063124946733651,
-          0.489823061963711,
-          0.9155409991917228,
-          0.1136660163839463,
-          0.8885480322357362,
-          0.9431984990619232,
-          0.0236321653742977,
-          0.7492580351864223,
-          0.8496963392461943,
-          0.5670869254145822,
-          0.5306433000224777,
-          0.0244291551327037,
-          0.1890550847168803,
-          0.8695368590397182,
-          0.7259664823745803,
-          0.9711473279111996,
-          0.0070143209893594,
-          0.5852524697918438,
-          0.7348542585989324,
-          0.916185196751535,
-          0.711889468252438,
-          0.9021543209640488,
-          0.9364980926431452,
-          0.9878059358588952,
-          0.4485466198540719,
-          0.7894453738714529
+          0.0271520047228255,
+          0.0263279777268046,
+          0.3283597959886599,
+          0.0739293401511683,
+          0.1121448205528895,
+          0.0625856813192477,
+          0.1287084344528953,
+          0.2228673780713103,
+          0.2553934531702195,
+          0.1644032767839422,
+          0.0364605126751004,
+          0.1842754790546952,
+          0.1369969775753414,
+          0.2795853181081215,
+          0.0121786869828454,
+          0.0244469800413342,
+          0.2341641039732395,
+          0.1082497051300993,
+          0.101728476535411,
+          0.0905367024056934,
+          0.1322665497235553,
+          0.0322917158696513,
+          0.0539665752846702,
+          0.081682033589007,
+          0.0515555178382153,
+          0.0818999402016499,
+          0.2534773797078164,
+          0.0823327561927915,
+          0.025836553989449,
+          0.0641214878021396,
+          0.3211487599018676,
+          0.2444286342209986,
+          0.1022674587292718,
+          0.1143153388561051,
+          0.3314136405196346,
+          0.2482145428117329,
+          0.025699945599135,
+          0.2720258676608145
          ],
          "y0": " ",
          "yaxis": "y"
@@ -879,15 +874,15 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.191010934005416,
-          0.2059623557688768,
-          0.1914245726593494,
-          0.9424353027360995,
-          0.6815019575467189,
-          0.4358186863104568,
-          0.9812543703851172,
-          0.2538076975803846,
-          0.7271804486965581
+          0.203744040638638,
+          0.2033463226797444,
+          0.2035756900667123,
+          0.2624881844983564,
+          0.375799843669638,
+          0.3943519206578282,
+          0.2263485876887323,
+          0.2210639184896027,
+          0.2173069958200442
          ],
          "y0": " ",
          "yaxis": "y"
@@ -930,15 +925,15 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0037087703456126,
-          0.0036859199953144,
-          0.0069055740939393,
-          0.0098013722714746,
-          0.0057805712588491,
-          0.0060368128304548,
-          0.0035425868743758,
-          0.0044294176554933,
-          0.0047377572445269
+          0.0049024286140125,
+          0.0040207208420677,
+          0.0044822679800762,
+          0.0043322520556225,
+          0.0041724131368607,
+          0.0041422096160456,
+          0.0046433260678721,
+          0.0045568655841424,
+          0.0064946780888428
          ],
          "y0": " ",
          "yaxis": "y"
@@ -969,9 +964,9 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0596457898679519,
-          0.0532990590283376,
-          0.0471780496191871
+          0.1257870819704898,
+          0.114227099471126,
+          0.0933019173988215
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1036,26 +1031,26 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.8530677273667511,
-          0.6438217316291869,
-          0.2579155557164292,
-          0.4183382996141558,
-          0.6710026602168828,
-          0.6755758994778803,
-          0.1970235234680947,
-          0.368713563198099,
-          0.8805707313277507,
-          0.082073935993244,
-          0.5000632457490415,
-          0.4825453833648183,
-          0.3963527891330603,
-          0.4829115730105482,
-          0.8256109025074607,
-          0.0531063366748476,
-          0.4984512042475291,
-          0.0766835922306805,
-          0.1518738525229469,
-          0.1987450286922314
+          0.0815411209835807,
+          0.0116423529762773,
+          0.0225767160532148,
+          0.0736560590109531,
+          0.1013090446617159,
+          0.0216857553973085,
+          0.0402030461103629,
+          0.0471032104961817,
+          0.1206759467444721,
+          0.0162221055625922,
+          0.0246172647558969,
+          0.0730506629777875,
+          0.0542330609328889,
+          0.0303428457440254,
+          0.0734166404618261,
+          0.0353124530678043,
+          0.0389358934777462,
+          0.0448974923891731,
+          0.0509412597711411,
+          0.0414134477801917
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1086,9 +1081,9 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9728911130595732,
-          0.9829336559158512,
-          0.8311369093023032
+          0.8843471229799927,
+          0.934482921202679,
+          0.3129205122190526
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1147,23 +1142,23 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.1695294468493177,
-          0.0543419153012401,
-          0.1953984491145462,
-          0.1529598692587875,
-          0.030521183832282,
-          0.2418579952078201,
-          0.0536330183747793,
-          0.3049671145303592,
-          0.2307192532190438,
-          0.4782253045293516,
-          0.0324181458808641,
-          0.2388301152335232,
-          0.3751751958130411,
-          0.0644668076797555,
-          0.3851524613656247,
-          0.2491130391121125,
-          0.0205520445757254
+          0.0096229641024116,
+          0.1296402161443735,
+          0.0730752151927102,
+          0.0382942954112303,
+          0.0166774803127088,
+          0.1357285244193443,
+          0.1059709352174811,
+          0.3741938907535509,
+          0.0718743459246147,
+          0.3990431549003048,
+          0.0406061251821437,
+          0.1438264674080507,
+          0.0725566711722533,
+          0.0413517959800873,
+          0.102678656612506,
+          0.2715822225526706,
+          0.0754397164149027
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1206,15 +1201,15 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9759604541294454,
-          0.5989786954186845,
-          0.979108208772706,
-          0.4507891870998897,
-          0.9548245074567516,
-          0.6959624208019565,
-          0.9188922754788038,
-          0.989392806499534,
-          0.8816399568227429
+          0.3774483665307427,
+          0.2789914820399203,
+          0.4925721665080417,
+          0.2478900008015483,
+          0.4778766602165223,
+          0.336372683740895,
+          0.4230734741726358,
+          0.4894959640963833,
+          0.4324454430109598
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1241,7 +1236,7 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.4068306405403881
+          0.0638260310723236
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1296,21 +1291,21 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.8685315927081412,
-          0.6980681254577741,
-          0.6054788683032609,
-          0.5525939243633549,
-          0.6826756587114188,
-          0.7898331664089886,
-          0.4875952841412372,
-          0.5381968845509173,
-          0.1072873375439112,
-          0.7366754904384805,
-          0.1517148616103484,
-          0.3662502475588075,
-          0.6274224505032244,
-          0.5751582976599845,
-          0.1601570668087036
+          0.7814913933892035,
+          0.685110028388067,
+          0.6136218527168442,
+          0.5570438559283097,
+          0.7924579282831697,
+          0.7862925330469851,
+          0.220464137049233,
+          0.2119561737685043,
+          0.1676256813869953,
+          0.6981779327717451,
+          0.3036401549835001,
+          0.4825566135247738,
+          0.6868706682158564,
+          0.1095722834100911,
+          0.1793032939486942
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1337,7 +1332,7 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0670897271132299
+          0.0905025385600026
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1514,82 +1509,82 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0450374508991438,
-          0.0086432485041192,
-          0.0041685865078303,
-          0.0190920780756051,
-          0.0039406181270693,
-          0.0151846608622106,
-          0.2125426401276686,
-          0.1240978604741685,
-          0.0020332484681872,
-          0.186668812182964,
-          0.0057279660284639,
-          0.0002534667552821,
-          0.093301687979287,
-          0.0023047681429205,
-          0.0053204466701108,
-          0.0345317325481507,
-          0.2781162415049963,
-          0.0007664794647502,
-          0.0052395654655607,
-          0.1176417944092617,
-          0.005447705595886,
-          0.0025886774516864,
-          0.0004876276624488,
-          0.0017417365962071,
-          0.0859281767412708,
-          0.0246523014071759,
-          0.261935496181566,
-          0.0270659832212378,
-          0.0244106260198577,
-          0.0109266909887313,
-          0.4325215206808994,
-          0.0079236621333051,
-          0.0134637361171317,
-          0.0402018960594701,
-          0.0302185065638329,
-          0.0814619683454233,
-          0.0195811071840126,
-          0.0005163577655492,
-          0.9962568285170054,
-          0.134831031788718,
-          0.0077127303422104,
-          0.0477208445316342,
-          0.0398247175561218,
-          0.280579897448312,
-          0.008787483521994,
-          0.6848526144861399,
-          0.0072064609874235,
-          0.4176093920950646,
-          0.0037788400888428,
-          0.0100931099148878,
-          0.0058739438383899,
-          0.0093568278292784,
-          0.0137062561690547,
-          0.00002330634427067246,
-          0.0055211833856652,
-          0.0097021989971195,
-          0.7832252594987494,
-          0.000771321912967,
-          0.0074315295631328,
-          0.0057324288449074,
-          0.0110555499118992,
-          0.0027286805250017,
-          0.0053103320210916,
-          0.0158888420591022,
-          0.0296133936959597,
-          0.0059805388041104,
-          0.0004723505722502,
-          0.01219149685903,
-          0.0104539096487346,
-          0.0338079033418569,
-          0.0406814251129896,
-          0.3759508430415916,
-          0.0035389270631323,
-          0.0016070816868237,
-          0.1100464014221882,
-          0.0416087861834063
+          0.1949264500118721,
+          0.0127224884662375,
+          0.0015872168916931,
+          0.0146844510814111,
+          0.0062288643089307,
+          0.3232523365440324,
+          0.0089318536934845,
+          0.0113401877758721,
+          0.1169052424677295,
+          0.1115703154963346,
+          0.0107442689324197,
+          0.0565005274557267,
+          0.0214286473539405,
+          0.0025351218370103,
+          0.0057979182202689,
+          0.0446439987817209,
+          0.0301026143486076,
+          0.0004194878620015,
+          0.0086915744202672,
+          0.0047000317908742,
+          0.006371006114245,
+          0.0012883423296454,
+          0.0007620574777352,
+          0.0040117251422991,
+          0.028064244696204,
+          0.012468220608287,
+          0.0576403375474806,
+          0.0347820874679652,
+          0.0151862996073023,
+          0.0116412095288095,
+          0.0521671331908265,
+          0.0082981536737881,
+          0.0049778660702782,
+          0.1958001642656212,
+          0.0330199656128073,
+          0.3833205210260815,
+          0.0104926344253525,
+          0.0033208894914842,
+          0.057187136934759,
+          0.0215161867415491,
+          0.0052463723422808,
+          0.0069390638700071,
+          0.0181560009463853,
+          0.0526988011452134,
+          0.0127597328779313,
+          0.0705388903884552,
+          0.0067969482556858,
+          0.0149186840064888,
+          0.3797450501568693,
+          0.0071718828581935,
+          0.0045709726361325,
+          0.0141761576390632,
+          0.0057843098162608,
+          0.0006776562280199,
+          0.0133832288427349,
+          0.0072171402031578,
+          0.0139626709321975,
+          0.0821108590232922,
+          0.2416260356096588,
+          0.014494015194909,
+          0.004764228458463,
+          0.015932178885538,
+          0.0064153124923403,
+          0.0030454986189026,
+          0.005450876904972,
+          0.2437329892543517,
+          0.0038984832828581,
+          0.1692237347399693,
+          0.0164955201998967,
+          0.0083971491567254,
+          0.0103815250287665,
+          0.12723119424206,
+          0.0396163857870798,
+          0.0040974406116509,
+          0.0137541233433346,
+          0.3377254465095189
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1652,25 +1647,25 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9401943724129144,
-          0.1193668590208892,
-          0.075086300970632,
-          0.0126135080889289,
-          0.0624931563678784,
-          0.6167692613470632,
-          0.0254261257279882,
-          0.9704033038068252,
-          0.013566921087726,
-          0.0268474506892038,
-          0.8751003146263792,
-          0.7766908238305091,
-          0.0159106928590964,
-          0.1072332681926608,
-          0.0142625778457363,
-          0.0216542218985969,
-          0.1391853663902656,
-          0.004221620783102,
-          0.925000874318644
+          0.030646624523319,
+          0.0878985329410356,
+          0.3351664582995075,
+          0.0325854263345622,
+          0.7286950772857992,
+          0.3149660381216629,
+          0.0786991126452799,
+          0.0501253601394665,
+          0.0154593584920164,
+          0.0274639652481375,
+          0.1348881986920882,
+          0.072833322687455,
+          0.0185261308949286,
+          0.0188464857198399,
+          0.5386998880120483,
+          0.0229797656987224,
+          0.1666956826257195,
+          0.5601491847184419,
+          0.0421588745060709
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1697,7 +1692,7 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.3659224082416971
+          0.1211682396739051
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1792,41 +1787,41 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.013889316955303,
-          0.0105128216003464,
-          0.028804813806297,
-          0.0362072967350298,
-          0.0111537104574282,
-          0.9113497557705376,
-          0.1107409478794131,
-          0.0263395962374262,
-          0.3339754248390206,
-          0.9858266269575052,
-          0.0039591510778783,
-          0.0113020072024764,
-          0.0061435197688365,
-          0.0048407321531422,
-          0.0315800293066286,
-          0.0031084008923197,
-          0.863284427528115,
-          0.91112101110015,
-          0.007166766351422,
-          0.0019104193267078,
-          0.015861721178294,
-          0.0035058948618592,
-          0.4315545844253702,
-          0.0093926424183596,
-          0.0018716651797086,
-          0.1529872460832244,
-          0.9957934309396842,
-          0.012796912240428,
-          0.0133844381024959,
-          0.0070997732605693,
-          0.010031491879589,
-          0.0015954182890532,
-          0.0198496992867457,
-          0.0078503450916495,
-          0.7360318531918502
+          0.0249999999999999,
+          1,
+          0.02680204441702,
+          0.262654463966908,
+          0.0163421742897563,
+          1,
+          0.1213180936432207,
+          0.0467364825591641,
+          0.8641975308641974,
+          0.8595679012345676,
+          0.0152172964986575,
+          0.0083882009149156,
+          1,
+          0.0070377279528641,
+          0.2585038878044511,
+          0.0416168060822786,
+          1,
+          0.0558738368786405,
+          1,
+          0.0036591839230277,
+          1,
+          0.0714285714285714,
+          0.5,
+          1,
+          0.6598639455782318,
+          0.2449469308397298,
+          0.3911200432690072,
+          0.0113547070737902,
+          1,
+          0.0097478009039659,
+          0.1666666666666669,
+          0.0147058823529411,
+          0.0515002509451399,
+          0.0573082946091414,
+          0.5612328109562879
          ],
          "y0": " ",
          "yaxis": "y"
@@ -1915,38 +1910,38 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9958298803352532,
-          0.9961995856393362,
-          0.9994194679795046,
-          0.0679793411353431,
-          0.9962918966488408,
-          0.9994196024567392,
-          0.9344600938815092,
-          0.543141324814751,
-          0.99970379614177,
-          0.9988251579210224,
-          0.8930970111795608,
-          0.9875835020544232,
-          0.8766314790823843,
-          0.9999142103620434,
-          0.9948063137443792,
-          0.9963044222082884,
-          0.8930970111795608,
-          0.9949261945292946,
-          0.9257565944621264,
-          0.9344600938815092,
-          0.9886397810898266,
-          0.8930970111795608,
-          0.9344600938815092,
-          0.999421469070421,
-          0.8930970111795608,
-          0.0680843682636865,
-          0.9994207404637326,
-          0.0497313893995967,
-          0.8757852652076764,
-          0.9344600938815092,
-          0.9948752051259768,
-          0.998708191474183
+          0.1837634786356244,
+          0.262074406824318,
+          0.2180765920773791,
+          0.2518055272952466,
+          0.262074406824318,
+          0.2180765920773791,
+          0.2134165693688207,
+          0.1307835912195382,
+          0.3725649315177995,
+          0.2577670339001432,
+          0.3298500978481193,
+          0.2566414419625625,
+          0.1307835912195382,
+          0.4904198469987503,
+          0.1265188144602036,
+          0.262074406824318,
+          0.3298500978481193,
+          0.1265188144602036,
+          0.279499300635546,
+          0.2134165693688207,
+          0.2758761935617029,
+          0.3298500978481193,
+          0.2134165693688207,
+          0.2180765920773791,
+          0.3298500978481193,
+          0.1696329952121443,
+          0.2180765920773791,
+          0.0965527490307916,
+          0.1307835912195382,
+          0.2134165693688207,
+          0.1265188144602036,
+          0.4527841226845707
          ],
          "y0": " ",
          "yaxis": "y"
@@ -2027,34 +2022,34 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9875656804640912,
-          0.1075488446696938,
-          0.9954658523123608,
-          0.9739349221065868,
-          0.954013634159431,
-          0.068012851017623,
-          0.0129604884178218,
-          0.014126840294166,
-          0.9971669091187836,
-          0.0196931372239306,
-          0.997142294920792,
-          0.9988614966821197,
-          0.9946721879823966,
-          0.6173274843553572,
-          0.9895374559442452,
-          0.7433025389052081,
-          0.8657273973357839,
-          0.0168849937738833,
-          0.9995800386928292,
-          0.0206688449781874,
-          0.9940731638610902,
-          0.9990970116506293,
-          0.0168503161096662,
-          0.0201770632524208,
-          0.9956666578080888,
-          0.8699989911740308,
-          0.9803703088298416,
-          0.985106954794408
+          0.0461611571877293,
+          0.1741270468375933,
+          0.2120978819609322,
+          0.0555355489874968,
+          0.1153379602917644,
+          0.1879496862375701,
+          0.1044918542945397,
+          0.1164573161339037,
+          0.0795435133767684,
+          0.0446999698019981,
+          0.1086320272684126,
+          0.3351316688639826,
+          0.0647382004433669,
+          0.1970691086953164,
+          0.3173932776831449,
+          0.2031215253707108,
+          0.2812710529351963,
+          0.0913489121273613,
+          0.2520463874832999,
+          0.1616909272318367,
+          0.1253509095612136,
+          0.192730583525452,
+          0.1308574079672143,
+          0.1826561473341535,
+          0.0847825369653254,
+          0.1152164747468051,
+          0.3872433626748078,
+          0.0899078607512625
          ],
          "y0": " ",
          "yaxis": "y"
@@ -2635,7 +2630,7 @@
          }
         },
         "title": {
-         "text": "<b> Vergleich der Metriken zwischen den Gruppen für USAD </b>",
+         "text": "<b> Vergleich der Metriken zwischen den Gruppen für LOF </b>",
          "xanchor": "center",
          "y": 0.95,
          "yanchor": "top"
@@ -2727,7 +2722,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -2781,107 +2776,107 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>{'win_size': 50, 'lr': 0.0001}</td>\n",
+       "      <td>{'n_neighbors': 30}</td>\n",
        "      <td>001_NAB_id_1_Facility_tr_1007_1st_2014.csv</td>\n",
-       "      <td>1.827438</td>\n",
+       "      <td>0.662725</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>0.221660</td>\n",
-       "      <td>0.504644</td>\n",
-       "      <td>0.130208</td>\n",
-       "      <td>0.416557</td>\n",
-       "      <td>0.254451</td>\n",
-       "      <td>0.561845</td>\n",
-       "      <td>0.500000</td>\n",
-       "      <td>0.507456</td>\n",
-       "      <td>0.784411</td>\n",
-       "      <td>0.142857</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>0.140581</td>\n",
+       "      <td>0.511654</td>\n",
+       "      <td>0.139685</td>\n",
+       "      <td>0.517581</td>\n",
+       "      <td>0.158465</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.360914</td>\n",
+       "      <td>0.968482</td>\n",
+       "      <td>0.034985</td>\n",
+       "      <td>0.923077</td>\n",
        "      <td>Sequenzeanomalie</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>{'win_size': 100, 'lr': 1e-05}</td>\n",
+       "      <td>{'n_neighbors': 40}</td>\n",
        "      <td>003_NAB_id_3_WebService_tr_1362_1st_1462.csv</td>\n",
-       "      <td>3.311836</td>\n",
+       "      <td>2.794641</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>0.391410</td>\n",
-       "      <td>0.610383</td>\n",
-       "      <td>0.391741</td>\n",
-       "      <td>0.618710</td>\n",
-       "      <td>0.426650</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.562559</td>\n",
-       "      <td>0.990324</td>\n",
-       "      <td>0.206172</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>0.108531</td>\n",
+       "      <td>0.508964</td>\n",
+       "      <td>0.097869</td>\n",
+       "      <td>0.500551</td>\n",
+       "      <td>0.175308</td>\n",
+       "      <td>0.999672</td>\n",
+       "      <td>0.933333</td>\n",
+       "      <td>0.327012</td>\n",
+       "      <td>0.945860</td>\n",
+       "      <td>0.014445</td>\n",
+       "      <td>0.666667</td>\n",
        "      <td>Sequenzeanomalie</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>{'win_size': 100, 'lr': 0.0001}</td>\n",
+       "      <td>{'n_neighbors': 50}</td>\n",
        "      <td>006_NAB_id_6_Traffic_tr_2579_1st_5839.csv</td>\n",
-       "      <td>7.205807</td>\n",
+       "      <td>3.211013</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>0.123775</td>\n",
-       "      <td>0.250741</td>\n",
-       "      <td>0.088079</td>\n",
-       "      <td>0.239634</td>\n",
-       "      <td>0.181512</td>\n",
-       "      <td>0.333333</td>\n",
-       "      <td>0.333333</td>\n",
-       "      <td>0.604860</td>\n",
-       "      <td>0.685506</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
+       "      <td>0.139686</td>\n",
+       "      <td>0.515552</td>\n",
+       "      <td>0.155340</td>\n",
+       "      <td>0.589865</td>\n",
+       "      <td>0.182108</td>\n",
+       "      <td>0.884120</td>\n",
+       "      <td>0.780488</td>\n",
+       "      <td>0.472986</td>\n",
+       "      <td>0.824601</td>\n",
+       "      <td>0.031068</td>\n",
+       "      <td>0.761905</td>\n",
        "      <td>Sequenzeanomalie</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>{'win_size': 100, 'lr': 0.001}</td>\n",
+       "      <td>{'n_neighbors': 50}</td>\n",
        "      <td>007_NAB_id_7_Traffic_tr_624_1st_2087.csv</td>\n",
-       "      <td>2.212031</td>\n",
+       "      <td>1.559115</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>0.566957</td>\n",
-       "      <td>0.868114</td>\n",
-       "      <td>0.579004</td>\n",
-       "      <td>0.929184</td>\n",
-       "      <td>0.635374</td>\n",
-       "      <td>0.901818</td>\n",
-       "      <td>0.773810</td>\n",
-       "      <td>0.709434</td>\n",
-       "      <td>0.846636</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
+       "      <td>0.170066</td>\n",
+       "      <td>0.547980</td>\n",
+       "      <td>0.219652</td>\n",
+       "      <td>0.663251</td>\n",
+       "      <td>0.190288</td>\n",
+       "      <td>0.997988</td>\n",
+       "      <td>0.916667</td>\n",
+       "      <td>0.330642</td>\n",
+       "      <td>0.927725</td>\n",
+       "      <td>0.060484</td>\n",
+       "      <td>0.535714</td>\n",
        "      <td>Sequenzeanomalie</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>{'win_size': 50, 'lr': 0.001}</td>\n",
+       "      <td>{'n_neighbors': 20}</td>\n",
        "      <td>010_NAB_id_10_WebService_tr_500_1st_271.csv</td>\n",
-       "      <td>2.100054</td>\n",
+       "      <td>1.627614</td>\n",
        "      <td>NAB</td>\n",
        "      <td>False</td>\n",
        "      <td>True</td>\n",
-       "      <td>0.192836</td>\n",
-       "      <td>0.440759</td>\n",
-       "      <td>0.226700</td>\n",
-       "      <td>0.556389</td>\n",
-       "      <td>0.272557</td>\n",
-       "      <td>0.505051</td>\n",
-       "      <td>0.500000</td>\n",
-       "      <td>0.661689</td>\n",
-       "      <td>0.737644</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
+       "      <td>0.223609</td>\n",
+       "      <td>0.556116</td>\n",
+       "      <td>0.342451</td>\n",
+       "      <td>0.748768</td>\n",
+       "      <td>0.272985</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.369861</td>\n",
+       "      <td>0.965715</td>\n",
+       "      <td>0.040541</td>\n",
+       "      <td>0.545455</td>\n",
        "      <td>Sequenzeanomalie</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -2889,43 +2884,36 @@
        "</div>"
       ],
       "text/plain": [
-       "                            params  \\\n",
-       "0   {'win_size': 50, 'lr': 0.0001}   \n",
-       "2   {'win_size': 100, 'lr': 1e-05}   \n",
-       "5  {'win_size': 100, 'lr': 0.0001}   \n",
-       "6   {'win_size': 100, 'lr': 0.001}   \n",
-       "9    {'win_size': 50, 'lr': 0.001}   \n",
-       "\n",
-       "                                      file_name  duration group point anomaly  \\\n",
-       "0    001_NAB_id_1_Facility_tr_1007_1st_2014.csv  1.827438   NAB         False   \n",
-       "2  003_NAB_id_3_WebService_tr_1362_1st_1462.csv  3.311836   NAB         False   \n",
-       "5     006_NAB_id_6_Traffic_tr_2579_1st_5839.csv  7.205807   NAB         False   \n",
-       "6      007_NAB_id_7_Traffic_tr_624_1st_2087.csv  2.212031   NAB         False   \n",
-       "9   010_NAB_id_10_WebService_tr_500_1st_271.csv  2.100054   NAB         False   \n",
+       "                params                                     file_name  \\\n",
+       "0  {'n_neighbors': 30}    001_NAB_id_1_Facility_tr_1007_1st_2014.csv   \n",
+       "2  {'n_neighbors': 40}  003_NAB_id_3_WebService_tr_1362_1st_1462.csv   \n",
+       "5  {'n_neighbors': 50}     006_NAB_id_6_Traffic_tr_2579_1st_5839.csv   \n",
+       "6  {'n_neighbors': 50}      007_NAB_id_7_Traffic_tr_624_1st_2087.csv   \n",
+       "9  {'n_neighbors': 20}   010_NAB_id_10_WebService_tr_500_1st_271.csv   \n",
        "\n",
-       "  seq anomaly    AUC-PR   AUC-ROC    VUS-PR   VUS-ROC  Standard-F1     PA-F1  \\\n",
-       "0        True  0.221660  0.504644  0.130208  0.416557     0.254451  0.561845   \n",
-       "2        True  0.391410  0.610383  0.391741  0.618710     0.426650  1.000000   \n",
-       "5        True  0.123775  0.250741  0.088079  0.239634     0.181512  0.333333   \n",
-       "6        True  0.566957  0.868114  0.579004  0.929184     0.635374  0.901818   \n",
-       "9        True  0.192836  0.440759  0.226700  0.556389     0.272557  0.505051   \n",
+       "   duration group point anomaly seq anomaly    AUC-PR   AUC-ROC    VUS-PR  \\\n",
+       "0  0.662725   NAB         False        True  0.140581  0.511654  0.139685   \n",
+       "2  2.794641   NAB         False        True  0.108531  0.508964  0.097869   \n",
+       "5  3.211013   NAB         False        True  0.139686  0.515552  0.155340   \n",
+       "6  1.559115   NAB         False        True  0.170066  0.547980  0.219652   \n",
+       "9  1.627614   NAB         False        True  0.223609  0.556116  0.342451   \n",
        "\n",
-       "   Event-based-F1  R-based-F1  Affiliation-F    Recall  Precision  \\\n",
-       "0        0.500000    0.507456       0.784411  0.142857        1.0   \n",
-       "2        1.000000    0.562559       0.990324  0.206172        1.0   \n",
-       "5        0.333333    0.604860       0.685506  0.000000        0.0   \n",
-       "6        0.773810    0.709434       0.846636  0.000000        0.0   \n",
-       "9        0.500000    0.661689       0.737644  0.000000        0.0   \n",
+       "    VUS-ROC  Standard-F1     PA-F1  Event-based-F1  R-based-F1  Affiliation-F  \\\n",
+       "0  0.517581     0.158465  1.000000        1.000000    0.360914       0.968482   \n",
+       "2  0.500551     0.175308  0.999672        0.933333    0.327012       0.945860   \n",
+       "5  0.589865     0.182108  0.884120        0.780488    0.472986       0.824601   \n",
+       "6  0.663251     0.190288  0.997988        0.916667    0.330642       0.927725   \n",
+       "9  0.748768     0.272985  1.000000        1.000000    0.369861       0.965715   \n",
        "\n",
-       "            anomaly  \n",
-       "0  Sequenzeanomalie  \n",
-       "2  Sequenzeanomalie  \n",
-       "5  Sequenzeanomalie  \n",
-       "6  Sequenzeanomalie  \n",
-       "9  Sequenzeanomalie  "
+       "     Recall  Precision           anomaly  \n",
+       "0  0.034985   0.923077  Sequenzeanomalie  \n",
+       "2  0.014445   0.666667  Sequenzeanomalie  \n",
+       "5  0.031068   0.761905  Sequenzeanomalie  \n",
+       "6  0.060484   0.535714  Sequenzeanomalie  \n",
+       "9  0.040541   0.545455  Sequenzeanomalie  "
       ]
      },
-     "execution_count": 6,
+     "execution_count": 40,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2940,7 +2928,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
@@ -3042,18 +3030,18 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.1302075880945323,
-          0.3917405786503706,
-          0.0880792703092965,
-          0.5790040342189381,
-          0.2267001062372982,
-          0.097524389672436,
-          0.2424842038481299,
-          0.250780316105839,
-          0.1504681867369552,
-          0.2813798216636058,
-          0.527484286661551,
-          0.1813593311461495
+          0.1396847903332389,
+          0.0978688395614442,
+          0.1553396132019111,
+          0.2196520997815249,
+          0.342450838174051,
+          0.2092371607891351,
+          0.2550333992513036,
+          0.1767256228606734,
+          0.1252292985609067,
+          0.13224377206644,
+          0.2481120021002056,
+          0.1011944570840855
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3160,22 +3148,22 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0138569814585429,
-          0.0035764524037275,
-          0.0048247558839974,
-          0.171534139831701,
-          0.0259894102038596,
-          0.0531173996701087,
-          0.0017766776216456,
-          0.0520620096849729,
-          0.3879251002978932,
-          0.1769744096542483,
-          0.0153942378244447,
-          0.0085055030561329,
-          0.4086907171088323,
-          0.0374526101458759,
-          0.0221706858448497,
-          0.0092542707429635
+          0.0777231681031569,
+          0.1337393597657766,
+          0.0652387152009407,
+          0.0049874770243891,
+          0.0239167402853134,
+          0.0339477930947294,
+          0.0300126806555286,
+          0.060948278252749,
+          0.0661810401683887,
+          0.086682299945275,
+          0.0674053595478954,
+          0.077676751627229,
+          0.2397422787483801,
+          0.049640373317522,
+          0.0374617581996188,
+          0.0422065004325935
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3217,9 +3205,9 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.2134886159062852,
-          0.125109788613724,
-          0.0877770931397694
+          0.2921233299414378,
+          0.4877312185053344,
+          0.2034784202553557
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3296,16 +3284,16 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.893779287993858,
-          0.876169912785374,
-          0.9379917646887668,
-          0.9504823573884094,
-          0.2333929629551284,
-          0.7415208828572458,
-          0.2321201668180113,
-          0.9591994353970044,
-          0.9821867129274388,
-          0.9092747002189502
+          0.8066498950542565,
+          0.8137476805424989,
+          0.9101876435124252,
+          0.9088325631293508,
+          0.1520343603948169,
+          0.5724671741479528,
+          0.1708318131011563,
+          0.9375164542385926,
+          0.9712048607937904,
+          0.8613956417985078
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3337,7 +3325,7 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.122991565905646
+          0.1348036345450808
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3404,14 +3392,14 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0544344397091935,
-          0.2911674583219765,
-          0.0246803138801214,
-          0.1762930650472261,
-          0.0155698147095815,
-          0.0611296464266992,
-          0.5844429414472653,
-          0.0591411496511025
+          0.0583428028155999,
+          0.0359716215748545,
+          0.0331515820531995,
+          0.1379319878883075,
+          0.0012416968974043,
+          0.0330866018753321,
+          0.0766215186274546,
+          0.0536417355711097
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3508,20 +3496,20 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.1325360178544722,
-          0.7601649102778668,
-          0.5757079319011754,
-          0.6670156622709433,
-          0.4106934213707184,
-          0.489823061963711,
-          0.0236321653742977,
-          0.7492580351864223,
-          0.5306433000224777,
-          0.0244291551327037,
-          0.8695368590397182,
-          0.7259664823745803,
-          0.5852524697918438,
-          0.7348542585989324
+          0.0271520047228255,
+          0.0739293401511683,
+          0.1121448205528895,
+          0.2228673780713103,
+          0.1644032767839422,
+          0.2795853181081215,
+          0.101728476535411,
+          0.0905367024056934,
+          0.0539665752846702,
+          0.081682033589007,
+          0.0818999402016499,
+          0.2534773797078164,
+          0.0641214878021396,
+          0.3211487599018676
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3593,15 +3581,15 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.191010934005416,
-          0.2059623557688768,
-          0.1914245726593494,
-          0.9424353027360995,
-          0.6815019575467189,
-          0.4358186863104568,
-          0.9812543703851172,
-          0.2538076975803846,
-          0.7271804486965581
+          0.203744040638638,
+          0.2033463226797444,
+          0.2035756900667123,
+          0.2624881844983564,
+          0.375799843669638,
+          0.3943519206578282,
+          0.2263485876887323,
+          0.2210639184896027,
+          0.2173069958200442
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3673,15 +3661,15 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0037087703456126,
-          0.0036859199953144,
-          0.0069055740939393,
-          0.0098013722714746,
-          0.0057805712588491,
-          0.0060368128304548,
-          0.0035425868743758,
-          0.0044294176554933,
-          0.0047377572445269
+          0.0049024286140125,
+          0.0040207208420677,
+          0.0044822679800762,
+          0.0043322520556225,
+          0.0041724131368607,
+          0.0041422096160456,
+          0.0046433260678721,
+          0.0045568655841424,
+          0.0064946780888428
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3723,9 +3711,9 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0596457898679519,
-          0.0532990590283376,
-          0.0471780496191871
+          0.1257870819704898,
+          0.114227099471126,
+          0.0933019173988215
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3847,25 +3835,25 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.8530677273667511,
-          0.2579155557164292,
-          0.4183382996141558,
-          0.6710026602168828,
-          0.6755758994778803,
-          0.1970235234680947,
-          0.368713563198099,
-          0.8805707313277507,
-          0.082073935993244,
-          0.5000632457490415,
-          0.4825453833648183,
-          0.3963527891330603,
-          0.4829115730105482,
-          0.8256109025074607,
-          0.0531063366748476,
-          0.4984512042475291,
-          0.0766835922306805,
-          0.1518738525229469,
-          0.1987450286922314
+          0.0815411209835807,
+          0.0225767160532148,
+          0.0736560590109531,
+          0.1013090446617159,
+          0.0216857553973085,
+          0.0402030461103629,
+          0.0471032104961817,
+          0.1206759467444721,
+          0.0162221055625922,
+          0.0246172647558969,
+          0.0730506629777875,
+          0.0542330609328889,
+          0.0303428457440254,
+          0.0734166404618261,
+          0.0353124530678043,
+          0.0389358934777462,
+          0.0448974923891731,
+          0.0509412597711411,
+          0.0414134477801917
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3902,8 +3890,8 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9829336559158512,
-          0.8311369093023032
+          0.934482921202679,
+          0.3129205122190526
          ],
          "y0": " ",
          "yaxis": "y"
@@ -3955,11 +3943,11 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0543419153012401,
-          0.030521183832282,
-          0.2418579952078201,
-          0.3049671145303592,
-          0.4782253045293516
+          0.1296402161443735,
+          0.0166774803127088,
+          0.1357285244193443,
+          0.3741938907535509,
+          0.3990431549003048
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4006,10 +3994,10 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9759604541294454,
-          0.6959624208019565,
-          0.9188922754788038,
-          0.8816399568227429
+          0.3774483665307427,
+          0.336372683740895,
+          0.4230734741726358,
+          0.4324454430109598
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4041,7 +4029,7 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.4068306405403881
+          0.0638260310723236
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4113,15 +4101,15 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.8685315927081412,
-          0.6826756587114188,
-          0.7898331664089886,
-          0.4875952841412372,
-          0.5381968845509173,
-          0.1072873375439112,
-          0.1517148616103484,
-          0.5751582976599845,
-          0.1601570668087036
+          0.7814913933892035,
+          0.7924579282831697,
+          0.7862925330469851,
+          0.220464137049233,
+          0.2119561737685043,
+          0.1676256813869953,
+          0.3036401549835001,
+          0.1095722834100911,
+          0.1793032939486942
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4153,7 +4141,7 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0670897271132299
+          0.0905025385600026
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4205,11 +4193,11 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.0002534667552821,
-          0.0007664794647502,
-          0.0005163577655492,
-          0.00002330634427067246,
-          0.0004723505722502
+          0.0565005274557267,
+          0.0004194878620015,
+          0.0033208894914842,
+          0.0006776562280199,
+          0.0038984832828581
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4246,8 +4234,8 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9704033038068252,
-          0.925000874318644
+          0.0501253601394665,
+          0.0421588745060709
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4279,7 +4267,7 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.3659224082416971
+          0.1211682396739051
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4476,40 +4464,40 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.013889316955303,
-          0.0105128216003464,
-          0.028804813806297,
-          0.0362072967350298,
-          0.0111537104574282,
-          0.9113497557705376,
-          0.1107409478794131,
-          0.0263395962374262,
-          0.3339754248390206,
-          0.9858266269575052,
-          0.0039591510778783,
-          0.0113020072024764,
-          0.0061435197688365,
-          0.0048407321531422,
-          0.0315800293066286,
-          0.0031084008923197,
-          0.863284427528115,
-          0.91112101110015,
-          0.007166766351422,
-          0.0019104193267078,
-          0.015861721178294,
-          0.0035058948618592,
-          0.4315545844253702,
-          0.0093926424183596,
-          0.0018716651797086,
-          0.1529872460832244,
-          0.9957934309396842,
-          0.012796912240428,
-          0.0133844381024959,
-          0.0070997732605693,
-          0.010031491879589,
-          0.0015954182890532,
-          0.0198496992867457,
-          0.0078503450916495
+          0.0249999999999999,
+          1,
+          0.02680204441702,
+          0.262654463966908,
+          0.0163421742897563,
+          1,
+          0.1213180936432207,
+          0.0467364825591641,
+          0.8641975308641974,
+          0.8595679012345676,
+          0.0152172964986575,
+          0.0083882009149156,
+          1,
+          0.0070377279528641,
+          0.2585038878044511,
+          0.0416168060822786,
+          1,
+          0.0558738368786405,
+          1,
+          0.0036591839230277,
+          1,
+          0.0714285714285714,
+          0.5,
+          1,
+          0.6598639455782318,
+          0.2449469308397298,
+          0.3911200432690072,
+          0.0113547070737902,
+          1,
+          0.0097478009039659,
+          0.1666666666666669,
+          0.0147058823529411,
+          0.0515002509451399,
+          0.0573082946091414
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4696,38 +4684,38 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9958298803352532,
-          0.9961995856393362,
-          0.9994194679795046,
-          0.0679793411353431,
-          0.9962918966488408,
-          0.9994196024567392,
-          0.9344600938815092,
-          0.543141324814751,
-          0.99970379614177,
-          0.9988251579210224,
-          0.8930970111795608,
-          0.9875835020544232,
-          0.8766314790823843,
-          0.9999142103620434,
-          0.9948063137443792,
-          0.9963044222082884,
-          0.8930970111795608,
-          0.9949261945292946,
-          0.9257565944621264,
-          0.9344600938815092,
-          0.9886397810898266,
-          0.8930970111795608,
-          0.9344600938815092,
-          0.999421469070421,
-          0.8930970111795608,
-          0.0680843682636865,
-          0.9994207404637326,
-          0.0497313893995967,
-          0.8757852652076764,
-          0.9344600938815092,
-          0.9948752051259768,
-          0.998708191474183
+          0.1837634786356244,
+          0.262074406824318,
+          0.2180765920773791,
+          0.2518055272952466,
+          0.262074406824318,
+          0.2180765920773791,
+          0.2134165693688207,
+          0.1307835912195382,
+          0.3725649315177995,
+          0.2577670339001432,
+          0.3298500978481193,
+          0.2566414419625625,
+          0.1307835912195382,
+          0.4904198469987503,
+          0.1265188144602036,
+          0.262074406824318,
+          0.3298500978481193,
+          0.1265188144602036,
+          0.279499300635546,
+          0.2134165693688207,
+          0.2758761935617029,
+          0.3298500978481193,
+          0.2134165693688207,
+          0.2180765920773791,
+          0.3298500978481193,
+          0.1696329952121443,
+          0.2180765920773791,
+          0.0965527490307916,
+          0.1307835912195382,
+          0.2134165693688207,
+          0.1265188144602036,
+          0.4527841226845707
          ],
          "y0": " ",
          "yaxis": "y"
@@ -4819,19 +4807,19 @@
          "x0": " ",
          "xaxis": "x",
          "y": [
-          0.9954658523123608,
-          0.954013634159431,
-          0.0129604884178218,
-          0.014126840294166,
-          0.997142294920792,
-          0.9946721879823966,
-          0.7433025389052081,
-          0.0206688449781874,
-          0.9940731638610902,
-          0.0201770632524208,
-          0.8699989911740308,
-          0.9803703088298416,
-          0.985106954794408
+          0.2120978819609322,
+          0.1153379602917644,
+          0.1044918542945397,
+          0.1164573161339037,
+          0.1086320272684126,
+          0.0647382004433669,
+          0.2031215253707108,
+          0.1616909272318367,
+          0.1253509095612136,
+          0.1826561473341535,
+          0.1152164747468051,
+          0.3872433626748078,
+          0.0899078607512625
          ],
          "y0": " ",
          "yaxis": "y"
@@ -5412,7 +5400,7 @@
          }
         },
         "title": {
-         "text": "<b> Vergleich der Ergebnisse der Anomalien zwischen den Gruppen für USAD </b>",
+         "text": "<b> Vergleich der Ergebnisse der Anomalien zwischen den Gruppen für LOF </b>",
          "xanchor": "center",
          "y": 0.95,
          "yanchor": "top"
@@ -5471,7 +5459,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 42,
    "metadata": {},
    "outputs": [
     {
@@ -5480,81 +5468,81 @@
      "text": [
       "               duration    AUC-PR   AUC-ROC    VUS-PR   VUS-ROC  Standard-F1  \\\n",
       "group                                                                          \n",
-      "CATSv2        70.540447  0.481625  0.697232  0.406831  0.711194     0.568077   \n",
-      "Daphnet       17.036587  0.192057  0.486932  0.122992  0.414845     0.304343   \n",
-      "Exathlon      16.326264  0.862358  0.901010  0.864301  0.903696     0.883991   \n",
-      "IOPS          23.697148  0.403523  0.762423  0.192815  0.760503     0.448541   \n",
-      "LTDB          76.117532  0.461335  0.668479  0.512266  0.701511     0.509597   \n",
-      "MGAB          38.467452  0.032097  0.496204  0.005403  0.572427     0.062382   \n",
-      "MITDB        469.699126  0.201810  0.571784  0.158357  0.636204     0.258767   \n",
-      "MSL            2.428036  0.267256  0.624458  0.295208  0.690136     0.353712   \n",
-      "NAB            2.838794  0.300305  0.573295  0.308303  0.610209     0.384227   \n",
-      "NEK            1.025100  0.816021  0.920587  0.827283  0.943705     0.804350   \n",
-      "OPPORTUNITY    4.618442  0.651235  0.683496  0.651269  0.686124     0.670020   \n",
-      "Power         15.879643  0.064665  0.357775  0.067090  0.370430     0.157947   \n",
-      "SED           14.256123  0.026231  0.260229  0.053374  0.495493     0.078854   \n",
-      "SMAP           3.459175  0.273159  0.597057  0.302212  0.624867     0.346551   \n",
-      "SMD            7.115928  0.665737  0.924316  0.629404  0.923225     0.672440   \n",
-      "SVDB          71.053222  0.459209  0.755321  0.435722  0.800706     0.514690   \n",
-      "SWaT         313.585046  0.757484  0.846362  0.365922  0.572325     0.790779   \n",
-      "Stock        124.892446  0.133570  0.488247  0.771612  0.881847     0.216256   \n",
-      "TAO           58.128091  0.339781  0.869287  0.928987  0.987786     0.409954   \n",
-      "TODS           8.853700  0.163915  0.538842  0.529843  0.740424     0.241712   \n",
-      "UCR           20.451489  0.088392  0.657052  0.084437  0.720641     0.125589   \n",
-      "WSD            6.295587  0.240276  0.763542  0.155950  0.779252     0.287725   \n",
-      "YAHOO          1.255100  0.117266  0.704946  0.192366  0.779645     0.145931   \n",
+      "CATSv2        47.136594  0.071542  0.508872  0.063826  0.532996     0.094029   \n",
+      "Daphnet        5.897125  0.129509  0.570455  0.134804  0.584871     0.290327   \n",
+      "Exathlon       7.824180  0.245106  0.571639  0.240338  0.569108     0.388745   \n",
+      "IOPS          18.836056  0.116787  0.629300  0.123657  0.718189     0.241223   \n",
+      "LTDB          48.170647  0.203241  0.508966  0.256447  0.535053     0.312078   \n",
+      "MGAB          17.135755  0.002209  0.507583  0.004639  0.698543     0.009506   \n",
+      "MITDB        187.733897  0.051628  0.508271  0.053749  0.503163     0.099617   \n",
+      "MSL            1.521115  0.151228  0.559967  0.186700  0.640386     0.202279   \n",
+      "NAB            1.595559  0.144844  0.524467  0.165966  0.567408     0.205497   \n",
+      "NEK            0.659403  0.363561  0.668191  0.395130  0.742972     0.427307   \n",
+      "OPPORTUNITY    2.282972  0.153396  0.612566  0.159200  0.628705     0.266409   \n",
+      "Power          5.743324  0.086245  0.495163  0.090503  0.510731     0.162795   \n",
+      "SED            7.071819  0.082198  0.548027  0.111105  0.711726     0.142807   \n",
+      "SMAP           1.431995  0.180797  0.581760  0.172499  0.592502     0.231062   \n",
+      "SMD            3.190204  0.182353  0.632759  0.134985  0.667491     0.325650   \n",
+      "SVDB          35.201644  0.044940  0.512603  0.050189  0.523976     0.087034   \n",
+      "SWaT          95.530155  0.120683  0.500025  0.121168  0.500155     0.215281   \n",
+      "Stock        108.318561  0.112061  0.530383  0.710487  0.904106     0.304437   \n",
+      "TAO           24.947558  0.167995  0.449091  0.710584  0.840461     0.230177   \n",
+      "TODS           8.166461  0.100820  0.536789  0.485079  0.863128     0.168044   \n",
+      "UCR           28.145674  0.048985  0.606013  0.051489  0.706580     0.092895   \n",
+      "WSD            2.635757  0.141918  0.638387  0.102346  0.777776     0.225878   \n",
+      "YAHOO          0.825724  0.409909  0.828505  0.381508  0.927479     0.443120   \n",
       "\n",
       "                PA-F1  Event-based-F1  R-based-F1  Affiliation-F    Recall  \\\n",
       "group                                                                        \n",
-      "CATSv2       0.661197        0.498648    0.255280       0.723913  0.204527   \n",
-      "Daphnet      0.774593        0.599617    0.521510       0.893646  0.001301   \n",
-      "Exathlon     0.963968        0.918364    0.814198       0.965092  0.196483   \n",
-      "IOPS         0.660532        0.471312    0.395378       0.804539  0.265650   \n",
-      "LTDB         0.687524        0.610357    0.482542       0.822977  0.051325   \n",
-      "MGAB         0.111607        0.101574    0.142325       0.678315  0.033333   \n",
-      "MITDB        0.595557        0.416945    0.284209       0.771247  0.136727   \n",
-      "MSL          0.777559        0.558230    0.420871       0.847819  0.121764   \n",
-      "NAB          0.829933        0.645670    0.524803       0.842112  0.097661   \n",
-      "NEK          0.945630        0.894959    0.739379       0.947873  0.412191   \n",
-      "OPPORTUNITY  0.726568        0.694368    0.704493       0.902346  0.399095   \n",
-      "Power        0.651678        0.157874    0.313334       0.678766  0.000000   \n",
-      "SED          0.078855        0.078751    0.013497       0.669530  0.000000   \n",
-      "SMAP         0.587981        0.417561    0.407590       0.821037  0.228879   \n",
-      "SMD          0.881900        0.811341    0.701683       0.937726  0.589540   \n",
-      "SVDB         0.807327        0.738352    0.491949       0.885513  0.268059   \n",
-      "SWaT         0.852928        0.431849    0.336468       0.690403  0.649596   \n",
-      "Stock        0.218396        0.216974    0.201087       0.677488  0.012210   \n",
-      "TAO          0.409119        0.399944    0.310657       0.867291  0.087213   \n",
-      "TODS         0.423098        0.217348    0.279844       0.714438  0.050173   \n",
-      "UCR          0.351777        0.222728    0.177070       0.807477  0.087922   \n",
-      "WSD          0.422998        0.370479    0.314665       0.841954  0.231430   \n",
-      "YAHOO        0.144110        0.139439    0.168753       0.816179  0.088819   \n",
+      "CATSv2       0.960104        0.478827    0.188141       0.727454  0.010473   \n",
+      "Daphnet      0.980234        0.468354    0.394045       0.798326  0.032090   \n",
+      "Exathlon     0.840527        0.678066    0.378081       0.857433  0.027732   \n",
+      "IOPS         0.566742        0.359596    0.203257       0.734568  0.092212   \n",
+      "LTDB         0.570894        0.420305    0.178030       0.740034  0.004915   \n",
+      "MGAB         0.142064        0.020381    0.015286       0.680741  0.023254   \n",
+      "MITDB        0.204093        0.103453    0.157732       0.698034  0.000314   \n",
+      "MSL          0.863703        0.681253    0.289638       0.879443  0.033586   \n",
+      "NAB          0.931362        0.716711    0.289656       0.875051  0.026457   \n",
+      "NEK          0.899675        0.851266    0.443166       0.922867  0.168942   \n",
+      "OPPORTUNITY  0.647512        0.486989    0.209339       0.823082  0.029277   \n",
+      "Power        0.959846        0.171831    0.122386       0.700485  0.009333   \n",
+      "SED          0.272876        0.272876    0.074110       0.669564  0.006529   \n",
+      "SMAP         0.741028        0.585398    0.297406       0.830543  0.135259   \n",
+      "SMD          0.820056        0.640711    0.280492       0.866248  0.109229   \n",
+      "SVDB         0.660353        0.261395    0.155431       0.711470  0.006957   \n",
+      "SWaT         0.849009        0.177778    0.042904       0.297959  0.000158   \n",
+      "Stock        0.153897        0.153896    0.042597       0.677526  0.000000   \n",
+      "TAO          0.192544        0.185428    0.097249       0.679254  0.022038   \n",
+      "TODS         0.531769        0.223785    0.219245       0.688507  0.027175   \n",
+      "UCR          0.547013        0.196440    0.093627       0.784911  0.142430   \n",
+      "WSD          0.792634        0.766117    0.359934       0.899346  0.153504   \n",
+      "YAHOO        0.492777        0.469794    0.446144       0.809881  0.448921   \n",
       "\n",
       "             Precision  \n",
       "group                   \n",
-      "CATSv2        0.982792  \n",
-      "Daphnet       1.000000  \n",
-      "Exathlon      0.802799  \n",
-      "IOPS          0.517820  \n",
-      "LTDB          0.572092  \n",
-      "MGAB          0.202608  \n",
-      "MITDB         0.297473  \n",
-      "MSL           0.333333  \n",
-      "NAB           0.377095  \n",
-      "NEK           0.933980  \n",
-      "OPPORTUNITY   0.427907  \n",
-      "Power         0.000000  \n",
-      "SED           0.000000  \n",
-      "SMAP          0.276471  \n",
-      "SMD           0.693118  \n",
-      "SVDB          0.816743  \n",
-      "SWaT          1.000000  \n",
-      "Stock         0.410697  \n",
-      "TAO           0.536819  \n",
-      "TODS          0.234280  \n",
-      "UCR           0.089503  \n",
-      "WSD           0.242518  \n",
-      "YAHOO         0.066511  \n"
+      "CATSv2        0.895954  \n",
+      "Daphnet       0.305785  \n",
+      "Exathlon      0.512979  \n",
+      "IOPS          0.190090  \n",
+      "LTDB          0.265047  \n",
+      "MGAB          0.003402  \n",
+      "MITDB         0.112437  \n",
+      "MSL           0.644011  \n",
+      "NAB           0.456076  \n",
+      "NEK           0.739188  \n",
+      "OPPORTUNITY   0.293842  \n",
+      "Power         0.061674  \n",
+      "SED           1.000000  \n",
+      "SMAP          0.492777  \n",
+      "SMD           0.454227  \n",
+      "SVDB          0.240425  \n",
+      "SWaT          0.242424  \n",
+      "Stock         0.000000  \n",
+      "TAO           0.666667  \n",
+      "TODS          0.141732  \n",
+      "UCR           0.071834  \n",
+      "WSD           0.331186  \n",
+      "YAHOO         0.295807  \n"
      ]
     }
    ],
@@ -5567,15 +5555,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 43,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Gesamtdauer Training in s: 11482.780, in min: 191.380, in h: 3.190\n",
-      "Durchschnittliches Training pro Datei in s: 28.924\n"
+      "Gesamtdauer Training in s: 7330.821, in min: 122.180, in h: 2.036\n",
+      "Durchschnittliches Training pro Datei in s: 18.466\n"
      ]
     }
    ],
@@ -5594,15 +5582,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 44,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Durchschnittle Gesamt-Performanz des Modells: USAD\n",
-      "Recall: 0.204, Precision: 0.386, F1: 0.394, Auc-Roc: 0.705, Auc-PR: 0.352, Vus-PR: 0.375\n"
+      "Durchschnittle Gesamt-Performanz des Modells: LOF\n",
+      "Recall: 0.111, Precision: 0.304, F1: 0.235, Auc-Roc: 0.604, Auc-PR: 0.156, Vus-PR: 0.185\n"
      ]
     }
    ],
@@ -5621,7 +5609,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 45,
    "metadata": {},
    "outputs": [
     {
@@ -5629,8 +5617,8 @@
      "output_type": "stream",
      "text": [
       "Anzahl an Datensätzen mit Punktanomalien:  55\n",
-      "Durchschnittle Gesamt-Performanz des Modells: USAD\n",
-      "Recall: 0.075, Precision: 0.125, F1: 0.141, Auc-Roc: 0.680, Auc-PR: 0.100, Vus-PR: 0.310\n"
+      "Durchschnittle Gesamt-Performanz des Modells: LOF\n",
+      "Recall: 0.317, Precision: 0.166, F1: 0.333, Auc-Roc: 0.724, Auc-PR: 0.274, Vus-PR: 0.416\n"
      ]
     }
    ],
@@ -5652,7 +5640,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [
     {
@@ -5661,33 +5649,33 @@
      "text": [
       "         duration    AUC-PR   AUC-ROC    VUS-PR   VUS-ROC  Standard-F1  \\\n",
       "group                                                                    \n",
-      "IOPS     9.265675  0.016979  0.577527  0.042432  0.675356     0.057379   \n",
-      "Stock  124.892446  0.133570  0.488247  0.771612  0.881847     0.216256   \n",
-      "TAO     61.077559  0.330086  0.870197  0.907035  0.985312     0.418251   \n",
-      "TODS    13.486840  0.065809  0.532572  0.780347  0.922136     0.117784   \n",
-      "UCR     43.825430  0.000178  0.727113  0.000406  0.761783     0.000356   \n",
-      "WSD      5.020815  0.285712  0.866655  0.088179  0.854552     0.377197   \n",
-      "YAHOO    1.282954  0.087663  0.730041  0.159136  0.810541     0.114397   \n",
+      "IOPS     4.113908  0.176712  0.663981  0.073159  0.740973     0.264796   \n",
+      "Stock  108.318561  0.112061  0.530383  0.710487  0.904106     0.304437   \n",
+      "TAO     23.744251  0.128972  0.438938  0.623702  0.779843     0.218371   \n",
+      "TODS    11.304390  0.071959  0.487086  0.786747  0.960999     0.139983   \n",
+      "UCR     13.370526  0.000653  0.661867  0.012963  0.941590     0.001303   \n",
+      "WSD      2.101602  0.003879  0.695177  0.035113  0.824391     0.025333   \n",
+      "YAHOO    0.850327  0.422520  0.843186  0.383203  0.949400     0.445450   \n",
       "\n",
       "          PA-F1  Event-based-F1  R-based-F1  Affiliation-F    Recall  \\\n",
       "group                                                                  \n",
-      "IOPS   0.487900        0.341314    0.337148       0.884661  0.031077   \n",
-      "Stock  0.218396        0.216974    0.201087       0.677488  0.012210   \n",
-      "TAO    0.417906        0.404302    0.306842       0.868870  0.101470   \n",
-      "TODS   0.116411        0.116368    0.103949       0.673487  0.016603   \n",
-      "UCR    0.000340        0.000340    0.001098       0.835276  0.000000   \n",
-      "WSD    0.377281        0.377177    0.389218       0.840185  0.500000   \n",
-      "YAHOO  0.103588        0.102654    0.134706       0.809894  0.087097   \n",
+      "IOPS   0.998330        0.750000    0.380944       0.862706  0.168886   \n",
+      "Stock  0.153897        0.153896    0.042597       0.677526  0.000000   \n",
+      "TAO    0.168078        0.168078    0.044159       0.679741  0.001087   \n",
+      "TODS   0.108607        0.106481    0.042489       0.671435  0.000000   \n",
+      "UCR    0.001219        0.001219    0.001560       0.737802  0.400000   \n",
+      "WSD    0.028900        0.010430    0.014322       0.718439  0.083333   \n",
+      "YAHOO  0.441885        0.441885    0.448546       0.809781  0.481720   \n",
       "\n",
       "       Precision  \n",
       "group             \n",
-      "IOPS    0.040698  \n",
-      "Stock   0.410697  \n",
-      "TAO     0.467879  \n",
-      "TODS    0.044674  \n",
-      "UCR     0.000000  \n",
-      "WSD     0.300000  \n",
-      "YAHOO   0.033347  \n"
+      "IOPS    0.025308  \n",
+      "Stock   0.000000  \n",
+      "TAO     0.500000  \n",
+      "TODS    0.000000  \n",
+      "UCR     0.000321  \n",
+      "WSD     0.001149  \n",
+      "YAHOO   0.259860  \n"
      ]
     }
    ],
@@ -5699,7 +5687,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 47,
    "metadata": {},
    "outputs": [
     {
@@ -5707,8 +5695,8 @@
      "output_type": "stream",
      "text": [
       "Anzahl an Datensätzen mit Sequenzanomalien:  158\n",
-      "Durchschnittle Gesamt-Performanz des Modells: USAD\n",
-      "Recall: 0.218, Precision: 0.554, F1: 0.508, Auc-Roc: 0.719, Auc-PR: 0.474, Vus-PR: 0.461\n"
+      "Durchschnittle Gesamt-Performanz des Modells: LOF\n",
+      "Recall: 0.042, Precision: 0.364, F1: 0.244, Auc-Roc: 0.567, Auc-PR: 0.150, Vus-PR: 0.158\n"
      ]
     }
    ],
@@ -5730,7 +5718,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [
     {
@@ -5739,72 +5727,72 @@
      "text": [
       "               duration    AUC-PR   AUC-ROC    VUS-PR   VUS-ROC  Standard-F1  \\\n",
       "group                                                                          \n",
-      "CATSv2        70.540447  0.481625  0.697232  0.406831  0.711194     0.568077   \n",
-      "Daphnet       17.036587  0.192057  0.486932  0.122992  0.414845     0.304343   \n",
-      "Exathlon      16.326264  0.862358  0.901010  0.864301  0.903696     0.883991   \n",
-      "IOPS           7.882507  0.710230  0.937821  0.341683  0.967469     0.717762   \n",
-      "LTDB          76.117532  0.461335  0.668479  0.512266  0.701511     0.509597   \n",
-      "MGAB          38.467452  0.032097  0.496204  0.005403  0.572427     0.062382   \n",
-      "MITDB        469.699126  0.201810  0.571784  0.158357  0.636204     0.258767   \n",
-      "MSL            2.432455  0.104606  0.390600  0.142125  0.478812     0.196181   \n",
-      "NAB            2.990729  0.272908  0.572322  0.262268  0.590456     0.347100   \n",
-      "NEK            1.106195  0.863096  0.980929  0.868114  0.984265     0.812929   \n",
-      "OPPORTUNITY    4.834804  0.661820  0.699636  0.660160  0.701574     0.656325   \n",
-      "Power         15.879643  0.064665  0.357775  0.067090  0.370430     0.157947   \n",
-      "SED           14.256123  0.026231  0.260229  0.053374  0.495493     0.078854   \n",
-      "SMAP           2.780643  0.865663  0.970473  0.947702  0.991517     0.915457   \n",
-      "SMD            7.695580  0.561216  0.902815  0.519965  0.902794     0.554905   \n",
-      "SVDB          73.330330  0.445765  0.750352  0.424770  0.797276     0.503618   \n",
-      "SWaT         313.585046  0.757484  0.846362  0.365922  0.572325     0.790779   \n",
-      "TODS           5.173993  0.184682  0.499956  0.336685  0.602476     0.266204   \n",
-      "WSD            6.637649  0.122887  0.693078  0.086910  0.729441     0.148650   \n",
-      "YAHOO          1.058246  0.349449  0.353870  0.354527  0.388815     0.387097   \n",
+      "CATSv2        47.136594  0.071542  0.508872  0.063826  0.532996     0.094029   \n",
+      "Daphnet        5.897125  0.129509  0.570455  0.134804  0.584871     0.290327   \n",
+      "Exathlon       7.824180  0.245106  0.571639  0.240338  0.569108     0.388745   \n",
+      "IOPS          38.714642  0.272670  0.793815  0.302989  0.914685     0.418456   \n",
+      "LTDB          48.170647  0.203241  0.508966  0.256447  0.535053     0.312078   \n",
+      "MGAB          17.135755  0.002209  0.507583  0.004639  0.698543     0.009506   \n",
+      "MITDB        187.733897  0.051628  0.508271  0.053749  0.503163     0.099617   \n",
+      "MSL            1.721518  0.277979  0.648091  0.327778  0.741380     0.310111   \n",
+      "NAB            1.654759  0.154619  0.532240  0.183564  0.583195     0.207639   \n",
+      "NEK            0.763594  0.356301  0.681831  0.392335  0.754701     0.448092   \n",
+      "OPPORTUNITY    2.579214  0.144952  0.636888  0.152842  0.660690     0.304383   \n",
+      "Power          5.743324  0.086245  0.495163  0.090503  0.510731     0.162795   \n",
+      "SED            7.071819  0.082198  0.548027  0.111105  0.711726     0.142807   \n",
+      "SMAP           1.487841  0.060424  0.516746  0.046142  0.508690     0.073628   \n",
+      "SMD            3.725909  0.163313  0.612423  0.137760  0.683553     0.304686   \n",
+      "SVDB          36.562070  0.046729  0.511956  0.052218  0.523136     0.088391   \n",
+      "SWaT          95.530155  0.120683  0.500025  0.121168  0.500155     0.215281   \n",
+      "TODS           4.276212  0.081599  0.519636  0.198760  0.741196     0.147106   \n",
+      "WSD            2.849983  0.094898  0.591429  0.073377  0.757073     0.175465   \n",
+      "YAHOO          0.650215  0.316546  0.645756  0.304093  0.682903     0.451815   \n",
       "\n",
       "                PA-F1  Event-based-F1  R-based-F1  Affiliation-F    Recall  \\\n",
       "group                                                                        \n",
-      "CATSv2       0.661197        0.498648    0.255280       0.723913  0.204527   \n",
-      "Daphnet      0.774593        0.599617    0.521510       0.893646  0.001301   \n",
-      "Exathlon     0.963968        0.918364    0.814198       0.965092  0.196483   \n",
-      "IOPS         0.818791        0.730159    0.677633       0.881175  0.649168   \n",
-      "LTDB         0.687524        0.610357    0.482542       0.822977  0.051325   \n",
-      "MGAB         0.111607        0.101574    0.142325       0.678315  0.033333   \n",
-      "MITDB        0.595557        0.416945    0.284209       0.771247  0.136727   \n",
-      "MSL          0.694172        0.478778    0.375627       0.792124  0.007310   \n",
-      "NAB          0.677183        0.594237    0.545856       0.786737  0.034360   \n",
-      "NEK          0.895541        0.827150    0.714553       0.927117  0.457912   \n",
-      "OPPORTUNITY  0.734798        0.691732    0.710451       0.903274  0.559534   \n",
-      "Power        0.651678        0.157874    0.313334       0.678766  0.000000   \n",
-      "SED          0.078855        0.078751    0.013497       0.669530  0.000000   \n",
-      "SMAP         0.997297        0.963768    0.922076       0.998397  0.832211   \n",
-      "SMD          0.826615        0.687915    0.564409       0.881358  0.399908   \n",
-      "SVDB         0.797187        0.724581    0.492066       0.879502  0.254061   \n",
-      "SWaT         0.852928        0.431849    0.336468       0.690403  0.649596   \n",
-      "TODS         0.478265        0.336176    0.329686       0.777552  0.052525   \n",
-      "WSD          0.253540        0.192922    0.190729       0.808361  0.107014   \n",
-      "YAHOO        0.404813        0.399359    0.376670       0.845202  0.038179   \n",
+      "CATSv2       0.960104        0.478827    0.188141       0.727454  0.010473   \n",
+      "Daphnet      0.980234        0.468354    0.394045       0.798326  0.032090   \n",
+      "Exathlon     0.840527        0.678066    0.378081       0.857433  0.027732   \n",
+      "IOPS         0.529163        0.583877    0.369894       0.839335  0.238224   \n",
+      "LTDB         0.570894        0.420305    0.178030       0.740034  0.004915   \n",
+      "MGAB         0.142064        0.020381    0.015286       0.680741  0.023254   \n",
+      "MITDB        0.204093        0.103453    0.157732       0.698034  0.000314   \n",
+      "MSL          0.960114        0.650977    0.322653       0.772208  0.057901   \n",
+      "NAB          0.951826        0.774210    0.310553       0.872314  0.038811   \n",
+      "NEK          0.778115        0.704080    0.405725       0.863476  0.146528   \n",
+      "OPPORTUNITY  0.621096        0.387623    0.197389       0.780314  0.029576   \n",
+      "Power        0.959846        0.171831    0.122386       0.700485  0.009333   \n",
+      "SED          0.272876        0.272876    0.074110       0.669564  0.006529   \n",
+      "SMAP         0.998141        0.968750    0.363714       0.937230  0.033420   \n",
+      "SMD          0.760827        0.469390    0.237546       0.777315  0.080794   \n",
+      "SVDB         0.649523        0.274446    0.163110       0.713827  0.007323   \n",
+      "SWaT         0.849009        0.177778    0.042904       0.297959  0.000158   \n",
+      "TODS         0.677663        0.192700    0.222062       0.695817  0.020832   \n",
+      "WSD          0.854583        0.824594    0.357127       0.909645  0.077242   \n",
+      "YAHOO        0.973041        0.704260    0.372725       0.801980  0.161590   \n",
       "\n",
       "             Precision  \n",
       "group                   \n",
-      "CATSv2        0.982792  \n",
-      "Daphnet       1.000000  \n",
-      "Exathlon      0.802799  \n",
-      "IOPS          0.921232  \n",
-      "LTDB          0.572092  \n",
-      "MGAB          0.202608  \n",
-      "MITDB         0.297473  \n",
-      "MSL           0.333333  \n",
-      "NAB           0.213222  \n",
-      "NEK           0.913955  \n",
-      "OPPORTUNITY   0.634278  \n",
-      "Power         0.000000  \n",
-      "SED           0.000000  \n",
-      "SMAP          0.917550  \n",
-      "SMD           0.683127  \n",
-      "SVDB          0.808516  \n",
-      "SWaT          1.000000  \n",
-      "TODS          0.301414  \n",
-      "WSD           0.121443  \n",
-      "YAHOO         0.333333  \n"
+      "CATSv2        0.895954  \n",
+      "Daphnet       0.305785  \n",
+      "Exathlon      0.512979  \n",
+      "IOPS          0.411365  \n",
+      "LTDB          0.265047  \n",
+      "MGAB          0.003402  \n",
+      "MITDB         0.112437  \n",
+      "MSL           0.580518  \n",
+      "NAB           0.479673  \n",
+      "NEK           0.591503  \n",
+      "OPPORTUNITY   0.194188  \n",
+      "Power         0.061674  \n",
+      "SED           1.000000  \n",
+      "SMAP          0.941176  \n",
+      "SMD           0.402094  \n",
+      "SVDB          0.253079  \n",
+      "SWaT          0.242424  \n",
+      "TODS          0.057994  \n",
+      "WSD           0.359589  \n",
+      "YAHOO         0.654752  \n"
      ]
     }
    ],
@@ -5823,7 +5811,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [
     {
@@ -5867,210 +5855,210 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>CATSv2</th>\n",
-       "      <td>0.481625</td>\n",
-       "      <td>0.697232</td>\n",
-       "      <td>0.406831</td>\n",
-       "      <td>0.568077</td>\n",
-       "      <td>0.204527</td>\n",
-       "      <td>0.982792</td>\n",
+       "      <td>0.071542</td>\n",
+       "      <td>0.508872</td>\n",
+       "      <td>0.063826</td>\n",
+       "      <td>0.094029</td>\n",
+       "      <td>0.010473</td>\n",
+       "      <td>0.895954</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Daphnet</th>\n",
-       "      <td>0.192057</td>\n",
-       "      <td>0.486932</td>\n",
-       "      <td>0.122992</td>\n",
-       "      <td>0.304343</td>\n",
-       "      <td>0.001301</td>\n",
-       "      <td>1.000000</td>\n",
+       "      <td>0.129509</td>\n",
+       "      <td>0.570455</td>\n",
+       "      <td>0.134804</td>\n",
+       "      <td>0.290327</td>\n",
+       "      <td>0.032090</td>\n",
+       "      <td>0.305785</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Exathlon</th>\n",
-       "      <td>0.862358</td>\n",
-       "      <td>0.901010</td>\n",
-       "      <td>0.864301</td>\n",
-       "      <td>0.883991</td>\n",
-       "      <td>0.196483</td>\n",
-       "      <td>0.802799</td>\n",
+       "      <td>0.245106</td>\n",
+       "      <td>0.571639</td>\n",
+       "      <td>0.240338</td>\n",
+       "      <td>0.388745</td>\n",
+       "      <td>0.027732</td>\n",
+       "      <td>0.512979</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>IOPS</th>\n",
-       "      <td>0.403523</td>\n",
-       "      <td>0.762423</td>\n",
-       "      <td>0.192815</td>\n",
-       "      <td>0.448541</td>\n",
-       "      <td>0.265650</td>\n",
-       "      <td>0.517820</td>\n",
+       "      <td>0.116787</td>\n",
+       "      <td>0.629300</td>\n",
+       "      <td>0.123657</td>\n",
+       "      <td>0.241223</td>\n",
+       "      <td>0.092212</td>\n",
+       "      <td>0.190090</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>LTDB</th>\n",
-       "      <td>0.461335</td>\n",
-       "      <td>0.668479</td>\n",
-       "      <td>0.512266</td>\n",
-       "      <td>0.509597</td>\n",
-       "      <td>0.051325</td>\n",
-       "      <td>0.572092</td>\n",
+       "      <td>0.203241</td>\n",
+       "      <td>0.508966</td>\n",
+       "      <td>0.256447</td>\n",
+       "      <td>0.312078</td>\n",
+       "      <td>0.004915</td>\n",
+       "      <td>0.265047</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>MGAB</th>\n",
-       "      <td>0.032097</td>\n",
-       "      <td>0.496204</td>\n",
-       "      <td>0.005403</td>\n",
-       "      <td>0.062382</td>\n",
-       "      <td>0.033333</td>\n",
-       "      <td>0.202608</td>\n",
+       "      <td>0.002209</td>\n",
+       "      <td>0.507583</td>\n",
+       "      <td>0.004639</td>\n",
+       "      <td>0.009506</td>\n",
+       "      <td>0.023254</td>\n",
+       "      <td>0.003402</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>MITDB</th>\n",
-       "      <td>0.201810</td>\n",
-       "      <td>0.571784</td>\n",
-       "      <td>0.158357</td>\n",
-       "      <td>0.258767</td>\n",
-       "      <td>0.136727</td>\n",
-       "      <td>0.297473</td>\n",
+       "      <td>0.051628</td>\n",
+       "      <td>0.508271</td>\n",
+       "      <td>0.053749</td>\n",
+       "      <td>0.099617</td>\n",
+       "      <td>0.000314</td>\n",
+       "      <td>0.112437</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>MSL</th>\n",
-       "      <td>0.267256</td>\n",
-       "      <td>0.624458</td>\n",
-       "      <td>0.295208</td>\n",
-       "      <td>0.353712</td>\n",
-       "      <td>0.121764</td>\n",
-       "      <td>0.333333</td>\n",
+       "      <td>0.151228</td>\n",
+       "      <td>0.559967</td>\n",
+       "      <td>0.186700</td>\n",
+       "      <td>0.202279</td>\n",
+       "      <td>0.033586</td>\n",
+       "      <td>0.644011</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>NAB</th>\n",
-       "      <td>0.300305</td>\n",
-       "      <td>0.573295</td>\n",
-       "      <td>0.308303</td>\n",
-       "      <td>0.384227</td>\n",
-       "      <td>0.097661</td>\n",
-       "      <td>0.377095</td>\n",
+       "      <td>0.144844</td>\n",
+       "      <td>0.524467</td>\n",
+       "      <td>0.165966</td>\n",
+       "      <td>0.205497</td>\n",
+       "      <td>0.026457</td>\n",
+       "      <td>0.456076</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>NEK</th>\n",
-       "      <td>0.816021</td>\n",
-       "      <td>0.920587</td>\n",
-       "      <td>0.827283</td>\n",
-       "      <td>0.804350</td>\n",
-       "      <td>0.412191</td>\n",
-       "      <td>0.933980</td>\n",
+       "      <td>0.363561</td>\n",
+       "      <td>0.668191</td>\n",
+       "      <td>0.395130</td>\n",
+       "      <td>0.427307</td>\n",
+       "      <td>0.168942</td>\n",
+       "      <td>0.739188</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>OPPORTUNITY</th>\n",
-       "      <td>0.651235</td>\n",
-       "      <td>0.683496</td>\n",
-       "      <td>0.651269</td>\n",
-       "      <td>0.670020</td>\n",
-       "      <td>0.399095</td>\n",
-       "      <td>0.427907</td>\n",
+       "      <td>0.153396</td>\n",
+       "      <td>0.612566</td>\n",
+       "      <td>0.159200</td>\n",
+       "      <td>0.266409</td>\n",
+       "      <td>0.029277</td>\n",
+       "      <td>0.293842</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Power</th>\n",
-       "      <td>0.064665</td>\n",
-       "      <td>0.357775</td>\n",
-       "      <td>0.067090</td>\n",
-       "      <td>0.157947</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
+       "      <td>0.086245</td>\n",
+       "      <td>0.495163</td>\n",
+       "      <td>0.090503</td>\n",
+       "      <td>0.162795</td>\n",
+       "      <td>0.009333</td>\n",
+       "      <td>0.061674</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>SED</th>\n",
-       "      <td>0.026231</td>\n",
-       "      <td>0.260229</td>\n",
-       "      <td>0.053374</td>\n",
-       "      <td>0.078854</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
+       "      <td>0.082198</td>\n",
+       "      <td>0.548027</td>\n",
+       "      <td>0.111105</td>\n",
+       "      <td>0.142807</td>\n",
+       "      <td>0.006529</td>\n",
+       "      <td>1.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>SMAP</th>\n",
-       "      <td>0.273159</td>\n",
-       "      <td>0.597057</td>\n",
-       "      <td>0.302212</td>\n",
-       "      <td>0.346551</td>\n",
-       "      <td>0.228879</td>\n",
-       "      <td>0.276471</td>\n",
+       "      <td>0.180797</td>\n",
+       "      <td>0.581760</td>\n",
+       "      <td>0.172499</td>\n",
+       "      <td>0.231062</td>\n",
+       "      <td>0.135259</td>\n",
+       "      <td>0.492777</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>SMD</th>\n",
-       "      <td>0.665737</td>\n",
-       "      <td>0.924316</td>\n",
-       "      <td>0.629404</td>\n",
-       "      <td>0.672440</td>\n",
-       "      <td>0.589540</td>\n",
-       "      <td>0.693118</td>\n",
+       "      <td>0.182353</td>\n",
+       "      <td>0.632759</td>\n",
+       "      <td>0.134985</td>\n",
+       "      <td>0.325650</td>\n",
+       "      <td>0.109229</td>\n",
+       "      <td>0.454227</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>SVDB</th>\n",
-       "      <td>0.459209</td>\n",
-       "      <td>0.755321</td>\n",
-       "      <td>0.435722</td>\n",
-       "      <td>0.514690</td>\n",
-       "      <td>0.268059</td>\n",
-       "      <td>0.816743</td>\n",
+       "      <td>0.044940</td>\n",
+       "      <td>0.512603</td>\n",
+       "      <td>0.050189</td>\n",
+       "      <td>0.087034</td>\n",
+       "      <td>0.006957</td>\n",
+       "      <td>0.240425</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>SWaT</th>\n",
-       "      <td>0.757484</td>\n",
-       "      <td>0.846362</td>\n",
-       "      <td>0.365922</td>\n",
-       "      <td>0.790779</td>\n",
-       "      <td>0.649596</td>\n",
-       "      <td>1.000000</td>\n",
+       "      <td>0.120683</td>\n",
+       "      <td>0.500025</td>\n",
+       "      <td>0.121168</td>\n",
+       "      <td>0.215281</td>\n",
+       "      <td>0.000158</td>\n",
+       "      <td>0.242424</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Stock</th>\n",
-       "      <td>0.133570</td>\n",
-       "      <td>0.488247</td>\n",
-       "      <td>0.771612</td>\n",
-       "      <td>0.216256</td>\n",
-       "      <td>0.012210</td>\n",
-       "      <td>0.410697</td>\n",
+       "      <td>0.112061</td>\n",
+       "      <td>0.530383</td>\n",
+       "      <td>0.710487</td>\n",
+       "      <td>0.304437</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>TAO</th>\n",
-       "      <td>0.339781</td>\n",
-       "      <td>0.869287</td>\n",
-       "      <td>0.928987</td>\n",
-       "      <td>0.409954</td>\n",
-       "      <td>0.087213</td>\n",
-       "      <td>0.536819</td>\n",
+       "      <td>0.167995</td>\n",
+       "      <td>0.449091</td>\n",
+       "      <td>0.710584</td>\n",
+       "      <td>0.230177</td>\n",
+       "      <td>0.022038</td>\n",
+       "      <td>0.666667</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>TODS</th>\n",
-       "      <td>0.163915</td>\n",
-       "      <td>0.538842</td>\n",
-       "      <td>0.529843</td>\n",
-       "      <td>0.241712</td>\n",
-       "      <td>0.050173</td>\n",
-       "      <td>0.234280</td>\n",
+       "      <td>0.100820</td>\n",
+       "      <td>0.536789</td>\n",
+       "      <td>0.485079</td>\n",
+       "      <td>0.168044</td>\n",
+       "      <td>0.027175</td>\n",
+       "      <td>0.141732</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>UCR</th>\n",
-       "      <td>0.088392</td>\n",
-       "      <td>0.657052</td>\n",
-       "      <td>0.084437</td>\n",
-       "      <td>0.125589</td>\n",
-       "      <td>0.087922</td>\n",
-       "      <td>0.089503</td>\n",
+       "      <td>0.048985</td>\n",
+       "      <td>0.606013</td>\n",
+       "      <td>0.051489</td>\n",
+       "      <td>0.092895</td>\n",
+       "      <td>0.142430</td>\n",
+       "      <td>0.071834</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>WSD</th>\n",
-       "      <td>0.240276</td>\n",
-       "      <td>0.763542</td>\n",
-       "      <td>0.155950</td>\n",
-       "      <td>0.287725</td>\n",
-       "      <td>0.231430</td>\n",
-       "      <td>0.242518</td>\n",
+       "      <td>0.141918</td>\n",
+       "      <td>0.638387</td>\n",
+       "      <td>0.102346</td>\n",
+       "      <td>0.225878</td>\n",
+       "      <td>0.153504</td>\n",
+       "      <td>0.331186</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>YAHOO</th>\n",
-       "      <td>0.117266</td>\n",
-       "      <td>0.704946</td>\n",
-       "      <td>0.192366</td>\n",
-       "      <td>0.145931</td>\n",
-       "      <td>0.088819</td>\n",
-       "      <td>0.066511</td>\n",
+       "      <td>0.409909</td>\n",
+       "      <td>0.828505</td>\n",
+       "      <td>0.381508</td>\n",
+       "      <td>0.443120</td>\n",
+       "      <td>0.448921</td>\n",
+       "      <td>0.295807</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -6079,32 +6067,32 @@
       "text/plain": [
        "               AUC-PR   AUC-ROC    VUS-PR  Standard-F1    Recall  Precision\n",
        "group                                                                      \n",
-       "CATSv2       0.481625  0.697232  0.406831     0.568077  0.204527   0.982792\n",
-       "Daphnet      0.192057  0.486932  0.122992     0.304343  0.001301   1.000000\n",
-       "Exathlon     0.862358  0.901010  0.864301     0.883991  0.196483   0.802799\n",
-       "IOPS         0.403523  0.762423  0.192815     0.448541  0.265650   0.517820\n",
-       "LTDB         0.461335  0.668479  0.512266     0.509597  0.051325   0.572092\n",
-       "MGAB         0.032097  0.496204  0.005403     0.062382  0.033333   0.202608\n",
-       "MITDB        0.201810  0.571784  0.158357     0.258767  0.136727   0.297473\n",
-       "MSL          0.267256  0.624458  0.295208     0.353712  0.121764   0.333333\n",
-       "NAB          0.300305  0.573295  0.308303     0.384227  0.097661   0.377095\n",
-       "NEK          0.816021  0.920587  0.827283     0.804350  0.412191   0.933980\n",
-       "OPPORTUNITY  0.651235  0.683496  0.651269     0.670020  0.399095   0.427907\n",
-       "Power        0.064665  0.357775  0.067090     0.157947  0.000000   0.000000\n",
-       "SED          0.026231  0.260229  0.053374     0.078854  0.000000   0.000000\n",
-       "SMAP         0.273159  0.597057  0.302212     0.346551  0.228879   0.276471\n",
-       "SMD          0.665737  0.924316  0.629404     0.672440  0.589540   0.693118\n",
-       "SVDB         0.459209  0.755321  0.435722     0.514690  0.268059   0.816743\n",
-       "SWaT         0.757484  0.846362  0.365922     0.790779  0.649596   1.000000\n",
-       "Stock        0.133570  0.488247  0.771612     0.216256  0.012210   0.410697\n",
-       "TAO          0.339781  0.869287  0.928987     0.409954  0.087213   0.536819\n",
-       "TODS         0.163915  0.538842  0.529843     0.241712  0.050173   0.234280\n",
-       "UCR          0.088392  0.657052  0.084437     0.125589  0.087922   0.089503\n",
-       "WSD          0.240276  0.763542  0.155950     0.287725  0.231430   0.242518\n",
-       "YAHOO        0.117266  0.704946  0.192366     0.145931  0.088819   0.066511"
+       "CATSv2       0.071542  0.508872  0.063826     0.094029  0.010473   0.895954\n",
+       "Daphnet      0.129509  0.570455  0.134804     0.290327  0.032090   0.305785\n",
+       "Exathlon     0.245106  0.571639  0.240338     0.388745  0.027732   0.512979\n",
+       "IOPS         0.116787  0.629300  0.123657     0.241223  0.092212   0.190090\n",
+       "LTDB         0.203241  0.508966  0.256447     0.312078  0.004915   0.265047\n",
+       "MGAB         0.002209  0.507583  0.004639     0.009506  0.023254   0.003402\n",
+       "MITDB        0.051628  0.508271  0.053749     0.099617  0.000314   0.112437\n",
+       "MSL          0.151228  0.559967  0.186700     0.202279  0.033586   0.644011\n",
+       "NAB          0.144844  0.524467  0.165966     0.205497  0.026457   0.456076\n",
+       "NEK          0.363561  0.668191  0.395130     0.427307  0.168942   0.739188\n",
+       "OPPORTUNITY  0.153396  0.612566  0.159200     0.266409  0.029277   0.293842\n",
+       "Power        0.086245  0.495163  0.090503     0.162795  0.009333   0.061674\n",
+       "SED          0.082198  0.548027  0.111105     0.142807  0.006529   1.000000\n",
+       "SMAP         0.180797  0.581760  0.172499     0.231062  0.135259   0.492777\n",
+       "SMD          0.182353  0.632759  0.134985     0.325650  0.109229   0.454227\n",
+       "SVDB         0.044940  0.512603  0.050189     0.087034  0.006957   0.240425\n",
+       "SWaT         0.120683  0.500025  0.121168     0.215281  0.000158   0.242424\n",
+       "Stock        0.112061  0.530383  0.710487     0.304437  0.000000   0.000000\n",
+       "TAO          0.167995  0.449091  0.710584     0.230177  0.022038   0.666667\n",
+       "TODS         0.100820  0.536789  0.485079     0.168044  0.027175   0.141732\n",
+       "UCR          0.048985  0.606013  0.051489     0.092895  0.142430   0.071834\n",
+       "WSD          0.141918  0.638387  0.102346     0.225878  0.153504   0.331186\n",
+       "YAHOO        0.409909  0.828505  0.381508     0.443120  0.448921   0.295807"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 49,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -6117,40 +6105,40 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 50,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
        "group\n",
-       "SED            0.026231\n",
-       "MGAB           0.032097\n",
-       "Power          0.064665\n",
-       "UCR            0.088392\n",
-       "YAHOO          0.117266\n",
-       "Stock          0.133570\n",
-       "TODS           0.163915\n",
-       "Daphnet        0.192057\n",
-       "MITDB          0.201810\n",
-       "WSD            0.240276\n",
-       "MSL            0.267256\n",
-       "SMAP           0.273159\n",
-       "NAB            0.300305\n",
-       "TAO            0.339781\n",
-       "IOPS           0.403523\n",
-       "SVDB           0.459209\n",
-       "LTDB           0.461335\n",
-       "CATSv2         0.481625\n",
-       "OPPORTUNITY    0.651235\n",
-       "SMD            0.665737\n",
-       "SWaT           0.757484\n",
-       "NEK            0.816021\n",
-       "Exathlon       0.862358\n",
+       "MGAB           0.002209\n",
+       "SVDB           0.044940\n",
+       "UCR            0.048985\n",
+       "MITDB          0.051628\n",
+       "CATSv2         0.071542\n",
+       "SED            0.082198\n",
+       "Power          0.086245\n",
+       "TODS           0.100820\n",
+       "Stock          0.112061\n",
+       "IOPS           0.116787\n",
+       "SWaT           0.120683\n",
+       "Daphnet        0.129509\n",
+       "WSD            0.141918\n",
+       "NAB            0.144844\n",
+       "MSL            0.151228\n",
+       "OPPORTUNITY    0.153396\n",
+       "TAO            0.167995\n",
+       "SMAP           0.180797\n",
+       "SMD            0.182353\n",
+       "LTDB           0.203241\n",
+       "Exathlon       0.245106\n",
+       "NEK            0.363561\n",
+       "YAHOO          0.409909\n",
        "Name: AUC-PR, dtype: float64"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 50,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -6162,40 +6150,40 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 51,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
        "group\n",
-       "MGAB           0.005403\n",
-       "SED            0.053374\n",
-       "Power          0.067090\n",
-       "UCR            0.084437\n",
-       "Daphnet        0.122992\n",
-       "WSD            0.155950\n",
-       "MITDB          0.158357\n",
-       "YAHOO          0.192366\n",
-       "IOPS           0.192815\n",
-       "MSL            0.295208\n",
-       "SMAP           0.302212\n",
-       "NAB            0.308303\n",
-       "SWaT           0.365922\n",
-       "CATSv2         0.406831\n",
-       "SVDB           0.435722\n",
-       "LTDB           0.512266\n",
-       "TODS           0.529843\n",
-       "SMD            0.629404\n",
-       "OPPORTUNITY    0.651269\n",
-       "Stock          0.771612\n",
-       "NEK            0.827283\n",
-       "Exathlon       0.864301\n",
-       "TAO            0.928987\n",
+       "MGAB           0.004639\n",
+       "SVDB           0.050189\n",
+       "UCR            0.051489\n",
+       "MITDB          0.053749\n",
+       "CATSv2         0.063826\n",
+       "Power          0.090503\n",
+       "WSD            0.102346\n",
+       "SED            0.111105\n",
+       "SWaT           0.121168\n",
+       "IOPS           0.123657\n",
+       "Daphnet        0.134804\n",
+       "SMD            0.134985\n",
+       "OPPORTUNITY    0.159200\n",
+       "NAB            0.165966\n",
+       "SMAP           0.172499\n",
+       "MSL            0.186700\n",
+       "Exathlon       0.240338\n",
+       "LTDB           0.256447\n",
+       "YAHOO          0.381508\n",
+       "NEK            0.395130\n",
+       "TODS           0.485079\n",
+       "Stock          0.710487\n",
+       "TAO            0.710584\n",
        "Name: VUS-PR, dtype: float64"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 51,
      "metadata": {},
      "output_type": "execute_result"
     }
-- 
GitLab