From c9bf84cc6aa3ce6ee2f1b32df0b533d61a8c50b6 Mon Sep 17 00:00:00 2001
From: DesireeWyrzylala <74858504+DesireeWyrzylala@users.noreply.github.com>
Date: Thu, 13 Feb 2025 17:57:08 +0100
Subject: [PATCH] plot recall for each model
---
bilder/evaluation/recall.png | Bin 0 -> 65634 bytes
...ined_dataframe_with_metrics_and_plot.ipynb | 16281 ++++++++--------
2 files changed, 8146 insertions(+), 8135 deletions(-)
create mode 100644 bilder/evaluation/recall.png
diff --git a/bilder/evaluation/recall.png b/bilder/evaluation/recall.png
new file mode 100644
index 0000000000000000000000000000000000000000..4ad6386ef6dd0be8f74aa099bed2b1516d49d31a
GIT binary patch
literal 65634
zcmeFZXH-;K*EI@C5($DRNkB!(QA9F`BozUXELk!|&KU&($pR822gy(*$w|qX0;GzZ
zLy>ckcz0>r-S*SZ`+fKRyJNf#96G8v=j^l3-fPV{*IdW{xvUgEE(I<c8XEqS$Ko&0
z&@Lj;&@R;AV1ZBEIwOm~Kj^kEq#mI`du}YDq1{A#A}*@vq_vuGDPCc|^4ydDqdOf3
z$7*igZ5#vnE3EJGX984Nm|j|&)Q<Qp*OrxeMvvyy*5>EuE9EkjEBC$1Pff*?z$9gP
z#}e>#7-N_UK3v{)XYrhm{GLAFlL?~<bU7Q3?`}sa;fu}@JMI%#x4Wy!GfZNqyfGfX
z{*Rw2=DRx2Vf8Q0+^mUjqW|*;hbTF@g!Vn!rGNgszKHW2M)e${4)dRffRlh@2>*Ei
zIK}@S^S^U|S{DDi4*vf$2XAJjrUKdPzT~NuST*AF=q!KBZk_j`aY5b!pI{LRZlVPQ
z29B<BHzI5f#vS##VmQs=&<Ki`g*xc#wFeV0b^h;j5u@=b5zsx=n&|Cqn=zYC)<bxC
zo&DI+aZv?9<b(XW?S5(Y(wxwyi8NgcxVwS77VqAcl3QYSAuQYH>2WJpOH~w~?ZTI3
z+S8-G%eA{jN6$nO5zUC(=)_iR=(tt3kVZ$z3nou)p7?By+4jmDHt*-2Z0GLyJYWe7
z721z^{4R7bx^k8kIbG$xKWrrLUZP%ZA+N19nln4%&S{ZbHs0T}b$$2f$mL{NrM_XM
zpgsfwt!&xn`f^mX+(Kz7u6{sC#rP??e2psQWnkMG@i77MUQ(HRX101-a;9Mu4)M)5
zWp^KnTB;|S1!FvZsB3rY1XGi#${an~Yr-YK-$S)%ZXr7}@sT>5>!i6Bf`Eole>D^8
zo{jjfgj<#HS_+pOQ?s5B>6W-u?=o}!lb1!Q-C}~{ZFY9{Z^nmJk|8(9_YPXOh3HM=
zyv~%KFG9j!S6_M#8`t#I61sHb>V<5K6V+gbT#YW3EuVc=%?%Z9FKU4`9v00a?P8_n
zFa}>QsMv<_y2@Rol9Eyi52w}Cmn<69yk1}JlNr*(BSd}3!K7!sjFDE>(-bPTkmPb1
z&&%bhF9Y?HsPYqvzLlw5cn%wlWf-MJCw?sP+AA^ON)kOf@s+DM(xL@gwKI|;#Fxb8
zUh1u2_6ls&WR11;jRvw+G3=(-fBt-*iH#)>KB-O!c?<pY38U8az`}$%EO}I>v}Ofb
zoeE#0i?uQ5*%R14^{YQQ-;S<-yH~$SvNZ&GhRHAZf+~daff*SA7602IZe%~?`=ZD>
zIR$z-b-U!(2v(WGW1`ziGPDrgy=#z>lD&$P?am^P)1&LM(<{MwQaNS$@tdwk-IgBS
zel#Au_t*FZO^@5@litFaTj6(VdTR6X^3p@q%$uQ}a`(9r(2ShD(0ogM&*us2l%03S
zq+T6pJYS;qUyfL<6~~QkUj1m4=&xQ4(NswicAtUoz4WwnB$R@l;&T;MFSdlz5U%*W
z8LFjTeWiC?DGpOQN*u3^H}-$b(%W{tx;r3eS;?OFKu;v%Hbh^DW}@Khx)#B?6~*zy
zE49ZXpGU&K-QF)%r$sWkBV4GeE831#Be5}s2J4@>C1N~I&Iix>kLkxDdVHs($dl%b
zxYYGvJ&PUgU&o<t1ECk4W>*i>)>*4N8NO6CUga!6URq68jVOhl`_m_WQ8P-oHloPD
zq7|l1aCc?%Dra$A_RY$u&1mPr?4=wp3mJt{_^r$wlTSg-PoEYO?GDw2<q@ih2oA}l
z6G%sC%H#=0<tW1;FK-*4#$1`;WePJxew*yjtZ^#pe_W!OC+jJvoFq<T8;0kxn?^GY
z9+Gn>mc6p;G>v#3&Er=*6U8gN4ry8b`;~>qVQuSYpY>92BXg3J{D)KzdN(}JT~Frd
zMNEcS`qvW!NG95jZx5eZoHCFfUyP!fobQZo?KUp-APYRfdza^$^Wbi2;cWOb*xGXT
z(f25%yV_~{5hpAbQ-4cwT2yo~ngVRaS((>f9yR_udyl`|#aOMw7<DJVEax0dbvLkE
zj?OPz-(s@P{fQJT9}yCCDVkwFP;J#S_o+iF<9g1(Lj}%&8={tLrCD~J;s{Csy#|WY
zvJ6fzH^uW<{-&|U-`|eAN|$}UN#wdT*=kdgs{~o0i5eJ^SEzn@_vN|{kDf$n=x0N|
z$E!jXrxjNw)J~T&lL%_<A^U-IS^@LXtEW=yGl|Q#x3={$uZhap)0FM&zZ(*cMhcfy
zCyH~w&>Tq~%`jzE^nm$mcqbzL<Ra@v!JdH;zJ=2k%S86_3Q&{SU9$<gg-&cNeSu`R
z>{ELgfOIc$vO=`zj~cEWOE7-Kqrd7uw13sVew<UWsQ>D*gp57D(>>8Zs`=uTNB-M-
z+9Jcz+lq+Pe)~1kE6{;f8qcxYb2;4R!O8T*#?@yIf*3*$RVB@w4o!93dxVz*^i8WZ
zwFB0!h70#!_p%sl=3g*xdw(m1dvTg3;?BVfeKS7-sz+<XRG!yIdBVq&ii-2W(>>)M
ztR+d5CnAqFZSlR9d-Tz?Ipc_vb^nfUn@7~sqsG+;ce>oOLk2ab)DcH)JhEiB&&eId
z7ja#3sJj=Ryv7)bMZ>Jk_b(O#&-3~P2U?f|tp<E#N<4Ivv{hdlE5iI~^i!A~qGqHv
zbaS_NXyr*MxmHC!9Oor3&oBv06}_+WdZa}hveRrX+*@3`f_9V;@tNBz@mbZH<jboG
zBJ5O*a`!u&H>bX4eZ0_5w5$KZyxdPLmH+MxF*Eni8)bFGIe$kqEC+6J&K+K)*9ya_
z88@~!3ntFzB;X1<xpg-(S^CI6mBPo_Vfh=QDPO1^#<;17;JrMi0cF_=g0OoNu|&It
z$@D8UFGNFYGQ_#06pt;6g^ATDmB2%c^rRvayKn~<g~5O{e-dFHhIUDu=$!_(v3p8c
z22~4nT%@rg)AjTY9G6u?6J^S53{86`<HO4qpPp0o64_NV9)=U`swO&U^DEeEw}0@c
zKA;@+fMAR>(jxs2mvF1bgWf9IUpnY+qp5G;3n#LB;!a$fsh?I8c96M_1HL6~2PZz3
zyNh&4y31tmA0)52{N6Oc6@nq86c?7%nbV)NTB0BYYs||(rM(^PnB}3I+w{cgIV@c$
zVe8Jr3sqp$RTv-TF5G$l;o+h5l4IRY0?b#wh%!7o;MG08XZspVqH+%&B|J5as9mo=
zKee1&Tr4*uHsT4-by@SDd4;LD_)@W|C?`2rO9eG*2<&Qm6g1f{QzX}7j1;QQ#HO1P
zxf@nSAzHqoUgUmfQ0PXTX9MLG$)~0j?t@{*)dy*)MK%IG)gM!uEbk#X5HI~kE*h;7
zF^5gX{J^H=(V^D!wd!m`s=>iQAK|z)!&g@LRUP#hsGY+L2cvI|<rt+$kG}dY-jKpo
zQE85}sExZTOuHigT*Q9)+gk_|t)5=y<x!dZ(&JQ$v+6KfDM@oCeRs9MvFy?H%T?os
zlG*TbI@ex@@n%`A+nI5rYhT7<Ax{RClrV*c848;@GzQ=}RgsW(#krn^X@qns#BFYG
zN!Ggj>dfY3sRO=CYH-nu!MoeS0VIgW?fy6X71uUe6=3-X=8mV+uDr#e^m;VM<PpZK
z^@Gv0j*2Qoc7q-XSy~QBG}9{ra0qPe6L+!aXG44!{qEIey#r^OPP&iJ{6s8oM~6K=
zUawqC94&^p&k@GLx4ere+wabNC9;c@yV(NJ_vgFlxGw7b`s(00T4UUnxHs&pGR>Y7
zhM(nT5*!I_vwh9VI9zFK^o?LGTQd9=qEV`DQIU3ddIynzK=R#3$q3)&@aPr7Q{60&
z=q9AxF47j3@1O|1t46APZMTi)=Is^TQ+ItCb!McpK+);l;qS9Wi?954)-v8oHwife
zmoy{z%lRF!T_cbD91~?f(|C{X-3?E$qJ$G-Do++_i8wrUO64A8N{z}3%?h!}nUHpn
znv)37J*-vT80A+N8oqx%6x?^)^Yil`QxYU+R$n^dz4y*-GCM<CeJfwhn_AsAaLxT-
z+|PMuL4sB2MZyeqoow~-O?lQkUKY)gP=QdYCvy90=JO+KA9Wq^jOI>XwR(H?us;A3
z(i(?`dFpg^aRuzh8$1^r2CjvU2JZO$Mw=f#e(lAE(P9O7uMu&fq;(X#_Qbt}K9^|!
z9#)5iYnz(j*gwf{MFJY;_?pmbgxm%4M_<+--;LycPj2(Q2JdgI`3>I9hoZf&Z*LR-
zcAXzoy*~*JQ|J`Z#{8euybTRx06d1<>~H>q)89M=n1LJObhxS8eSJh&NI-zHva&J@
z3bi<H;riSR5LI$s9*bB3bd5c?u<(kEjEph(1HLP42A_k?nwFEpbg^K4NaKaIH764@
zGZ7wEX!m7()m-KCVrqMPdvXVZ)&(0uYC<<*8YU*D5b&K&?%GJHn7O$*vLq?=8%ExS
zu2un0QxNzsUgPV%%HEAv*=jzt0RaJzCL1XzDF-7$6!cp|s6q#r4Hi1VXjh(!A~2Be
z?QpB|u8`P~v*T6;MPHK<jpj^C?sSre8Pwz%gO31GZVB{an>CP7fX#RH-}Ux_sxjhL
z(LMD0qyRJUN&e$^8IU$w;3Qn&2vSVV9&m)7q-gY3YI3J@x&juaX30wuJDJx6PcoA`
zaYcWA0j@D$!+^YJ`19iN;JB6`a3u-R=$)sTc(_%Dr3}beG^%h}(dcVlKfm~KLNK;2
za2&WEA8OEljBqhhmYl?{+f*LLjn023!HbO<<By@EP6!4PgSw}GjFUOx9=OI}YBJ=4
z-D7@CO=X;)H-Nh3MR437bMf0aRrn3S?Bz=Q$L#&{#{V|X0=tgnWQcO07xWVB))I-G
z+O3~AfSUE+Zv5}#T>2m?ipaZ;sd+V7te+8C{OI|Q8~BeK|NA)m8Bq_2^?x7G|30Aq
zZ#!uBohhqoA)0{WdK1taK0qFesz}ZwAA%qu_(zcVKP~f%swIZ_7ByQf&&Q#a3lz96
z{CiUmTnfO^kN+<>7i~^6(XQQcmHDw2Bl2D%iJiSx=mv|I2?Yn<7rYB=B`a1Ey>xq6
z8Wd_88bKW$PcghjqluqauPVh6P7_*MU_C40`^vGYy@=P6?JfO{!b<nsc=`H6g^N13
z$!559bl9NPmDQJ@WNB_MV-5~|h7xh0H7*-zu|sRpYF`##PGfSo(5tOP`O08C66^J)
zgX^z0)!5#qIJF1XmExptM5cZu<Cw}pkJ+8N(`<I&^D+0_e+n*BDBPU4K}sEZsn<Zn
zn&e#wl>q<p>8H`Slw<|iKz=WE#DTPEv~GHG?v{(2R9{$u5z!XiCJnt}HuuyF18&vJ
ztpX<}31n+ho8SC%&+|T~QY?+@dvVncDOD_2T30(D{L`Nl@{S`zRWEo}FIwFwNH&=g
zI3IsgXohoQ@JOa4QfmAIR$X=8>l!nhn)9R$y`8b{z6zb0IM45NvK4a}_eyTTcE?Vw
zJy$r<dJW3?eZf;KAR*bs@o1NXO*$_o@b*X0$vm>RFV(_)J6xSBR53d~_DKzX|JI6U
zwqzpP4cOaG-}|_eqDMaU<!eHUa1}cDS*-%nHxF-`JkxTZ?xD7GI6}WtH+u@i9HH|=
zseTrSOO{D6!CR>{VsXNgCAn#Vr90CCZSk9aWpgd=awX6niYH0-uf!HKvNoRz^KUW`
zAS_{Z^!SZ|mb*u3n}b};ZX-04!H(!?>}QJ~Kia35+i{nVR}Akb-WSw5S?EJI-(~tZ
z&?Vwwi&M(IKY0~eTduyKVN9vjPMaCoe873NV*8vw`E>JvTMC}Za?wny4pvAPT0lj{
zYJ-_u`EE72O{BRa`I~0;RNZ=R7wS`vXE!|;&LP#L{bt!&??jxIZ+=Raf=SaM%O@z#
zbHAM)OcK^l7Bp(dSAQ>jb2+K=`r`22F^+q$M_cHl`yV)`6jX#Q!iD|Bxcxp)N{Bk3
zLxt8}t~ta{eAx$zK*r=LRAyo!TTa+NWVWUBiTct|+vy6vtLOn*c_PWV&mF3QBJPdv
z-D~AKmU|uWPc8Erw%Y*@Oz1T!KW>lmm`@(%iU`navM<HdZJgJvbB*qIC%?f?q;Pnq
zEkH%-d16%kXuw#Hh7ND+aCBnH=}GH}kO+sV_E^xx6^YALb5p(uzLlG0XoL&G#_Crg
z$tKFRM;YC%HH8GuZ?@~l^jzg$S{58u*ITt!W7yc(+}P3T-wJ*Xqs@sTfWTH_@$y7I
zM1C$9udTTPe|*f|f=G^L-#Y4E_YvJ?>2MPjQFO(T`Pu~WD5sk6W%VmdwzSs9TN1o;
zOFeX2bg`jl$tfvt!dA?Lkz#-KNz8z%ntyQlxGzf*A$|Il?_OWM#jGvdyN2a4RszlD
z8jo_+k=c!oF4c}yE<T==6x~e&C(;mvjzV(@GMopC-aaPm(=i$HgFr+6IJ4cj%89ej
z8qU$AXB*?X1J!H@jXS#BYAhOBCFYle`gyw%RYU1>EuVf?_(SpC#hAT;*`R8MI0yGG
zi-2nGVY7wQM{^YiNsVul25gVJB@_%!>iwD<131@eO`vCP<+X?Aqp;oSz?4(2S2SwT
zwgIjgc4W9Nv6rfzwpOnuH4nX5_-ae4q+{jRMQU}8uKg8!Lp_w+6`^Asox+>G$XL~F
z;8u4&C7Q>7?lxz)`c8qAz2|Ucu<}d&YKNo(N5Ooqx$%t-j;-2>!OfQQ(VU$Z<dM~B
zM?n8^qB$Z-2v!g{Wl4kP=d&+t`zbeUVx%3#knc`as;wtfh6imWtur;hDL#tYD1&Dx
z!b6Qo<u=|~UmY#AckZvNty;dRbtLAzV=wMzc+I}OrJ1My!5Z!f;?f|_c$ltMO1cgf
z)HCynFV9-Fc%1f^qv4gJ?GPln5?s?69$y0Ue0l!Bv-X)W$L83EPHf^k*M4zjhg%$L
z$03!1P*DUkCZ^CrOesfCE43@0UQ5uECkX#V5a<-5SeXD;2M|tWaS#5+%`DeEaqCsL
z!Pbo@3GiC11e*#0=iA{Vc6-A6M^!IQrfb=s+vrnl-y%CK@ISShKvW11h0Kge?d$IN
zz9b9Ax}cTZbCKji#bGgVP{PCM&w6FsN!*8S_F|9Oy3yV%7*Ew~lzA7>nh%5^21vhs
zv6OkVL-l>EobGbzMd$)f)f)C__($nNz3GssMK7F&i-f-8ym+%7-82+e&me^>lQ>Y-
zw|RNDF*3(LorSho2YgCid6SX6vUL%KxGtg)*X`%9LFd|CgIffLjW0d!Z-iTLBg3Ud
zGm~=<(#69F>xwX$AJDutS-YYy^z33L;rd$|IqFZ7PFQ7yF3#7q5*-=tN8G)CqW_?m
zq;|gEHT9G2=;}te$<T>Cov_vmKQUMDw)Tqv=Sytd(vQsQVb@aeYfR$lHN8Yr5*2Bw
zvjD-oAzJ=szei?6XLM(DCXxL6Kp5HSPTxldfzqWtRmvjn`}dQJ`kX0+6<~W$WkeCP
zQlf~t#kVL(kBiEho|6jiIx>t!%j*i&ye1;O60h8mf(;%I?b!;8Cy2N(DtLsD%8hX-
z*AkIRcvOytN_kY5&j;jZe|G+^b#mhALdzVtBD-4EFhkE|Z7jD-G5v(g4axaF+@cjS
z&gGHkA^0-JS0g@{%cDW2#LQW!kN~o-d3EoDy|%2I(`~HoDZ=1(;Y3E{$Kz0tZc55-
zpdj;W)aY<fquX&HP2t!1^3uyVxZmgCk#MF0)e&ixV?>1_1|u>Xhsr(C3)<5W;5Hk1
zkHxj*wjI}ljZ1wsK|57y<1kOF#5_(?ag`f5I@7BG70hcqx3On4x5@5Sv*}Q!Rqo}}
zt)9Z(l5@Ze-uizfHE8Ud<TBfcxd<Vc8f-6+JT;DrjPo&}dFEX}7@hDOrnxB!vGoV+
zp-KV89&V!8!v##u1jOXQ_0(cc4~)}QS$ndFqH;LlUeJlwM+#%*H-es$iM&%7yGj(#
zV<hsx?FHq*E(uh$T%rt;M$?&C5aJ4zo-~UWirD_JD%;)N?Soj6FgJJeRH$zpC#qap
zk{RMKy2w<YCBF6kRZxWihHS<AOr}pc!cs5=qNkIKjL6v1G!!d&h+-uexK;cGgY$f<
z>S2`JUhAB%Ki1}itypjHfoXaH4&Xm>Qwyf)g%0`4Ir4<s5Nr%mbG00Z`aP1(EKM`c
z7uDWeP07m48)oI1Z01Hf)ST?mElg@-K@@qnt+(I01;u<Qn2^^bdm^gB4lb9Vq<;sq
z)_$!27T_ytcTrpd8%6dcl9O|HOmQfj+&zW&x$kc{#IK>tt~?Ko2#7CF2|QAwItBnQ
z-rB>XgaxQT?Gc(Einaz`3hoS@W$D3-i}A+xbA=fgf+k^o62@li++-YE4I3SObLH@*
z8~Efxm1tru)=wT5pNWd9RJ*>)tWZ~*&|uH3V4g}#W`6i|;0hpw(?1B|dlVsj^MjKj
zXeqz03eFwnI-ONs5XP;#@F@oT9z}@+`;C?WN9I|0a_@<U3LZrV(X^^O-W&2?UVs3D
zbQvde+4(-Thf@0kNP+v<Mj9R5ND{l!V>Y#KQU~sDLp_e=HQEp~C;V92+^Xl8_bM=P
zT^6oKgBel(`;2rtsr9L;sTE@6<aF>~i4Ii+T30qsvxuCiiXQwnl5?8G&ecO#G}JxH
zE3vBH8bgSimU$*Wce0^JLSWWQ?(AzjnJc?o+GEKuFDSgVpECelfcx(k$lWQ9GWSr8
z3S{LT-o(bY>mry63dgc*_ZPk{T`S=z{sJ~{pOKu)Ia-`TU`sPhdM!TAXsX_0I8I^A
z{K`v(F>ROR3;3mdfv{FB)pu{wYzLF8?}LjdAC}i2Kd5v19#}C|a5@Je+c|H^;-2Ye
zK;0$Sc)#Ce?#@f~Fz><nKJ8bvSXSnivi5SQ0Z+6xgn^xG*f|MpioG_-ATstADpb4`
zyc5W|c}Lb#P8`O6(S3Zhl=m~w>#+-jM+BWMn_QQtro&G^C4_iE9po(BY-rEySL$`X
zytY4cKD3_LSxi~vamo1~2I68NcZ(@@roLGVR(id5n>Qfw-5pHL+EAb-<mKUowq8u?
z^$Q3%<f>Cgyjn0Sg&^4M^i>rU6c)7eTCP1%j8)|x4b`N<(0zbDF6nHwEW@{HA39_p
zmv;J0`t-!7cWXU(!xuwn+q!Qi5H|mT?W04bxr-3V?t|u~tQN5R<^hlY`>r%{xR&yO
z>^yxnC}fXpVODk>WVgBxOyRU(6-a<p5WQ8L%7`@WiaPHL#b=lBtUDlEYyM7Xg>V({
zf@4`jHq<HaBH@pZ$m>Neia{w;vBuNoNp`zf1yKR>hi38^XeI#<Q5m(@{rix5(zQq(
znW^exBW^b}LF@$Z5Taj5pn?F94se>K6kvlmb(;zNimO3dC6-RFSE5K7jD@WuLUAsv
z7!|a32q?F3e!Oo)d?dFbr~Cw1O1R2hQPP$4@3Gk+n7Zq{_{y7`j~3a~pH9%%Us`mW
zRvT<*unDMkp((lTP4`?G!Gb}xEwpJxXa4l{4N*CN2DaB;P$1zzTNrOB)#g&{w027+
zPa}&9YGj>b>RkAX-G_@?G_K2t_KtahIQ!2_RxcNCj+~t=a7E+4RUT3ksL<}OMP(+*
z7qG#=I(uzyYSkKY>|BaRPZHcJ54YyNl6?y{Qlw7<40S_q8iXDSE?H}pSrT%kvJ||y
zq=}#r%~A#mRg&0|^_AHOp1EQ?)Y6Xs&!z2htfPf|S31<XyUvY#e^m(cMeSf$=%?gd
z#9?AILa#BgBkS$garX+>k@n@_3XX6uHdK@hCg<^2m?fc{XFq5ZG;Tne-fWE?sFKu(
zlK3z8SFq0fC3<fwkf3)-!_NbA>=GZ*6Wl5nnre?8zpNdpB%Jq2v&~m|f|M+q48p1%
z?@!G}a%bh-@5|1`o~1j4L3v#YaH4O?S83o@5obi*q%O(m=^SZxU%9L<cF7m<r7+G{
zcU9;FPg>$Vs2D##5|#tv5!LTdCZDnQYis}#2*`V1RSt3_p?+~q@&FLLNNrQIMU*|W
zBy3e37^8{hds)AQXQu0ELQ8$NM;${{u5I1QGUjF^r*B}p<xw0C7MbO{<ri1eX~-Xb
zdDvcv#=kq8vgMC7*RG(FHew5Qb?H!7fH^A~*(2G4J|!Dj^r7-u`tLi(H~9_XU{Oz7
zY=^<644XG!Oh}e#h6n<d7zWtRLe;P6wbZKVnWks@ggEuwX!ayENWQl)8>sFZo(wM{
zx|e;=yq)oYI(BY2v?q#YIj$9|({v|$t9(uedEdgxP|C5p7E-wW#@<>k!DDiXY+IAM
zBq~qp1#E9aC9~`ym>j&nPY#efkuLhQF$sPep4Vz_e3HHdrjb})`r%FESHl?>RqHdE
zb{!jCjyR^9dNysC9o66MEUdQr%FXbY#M`J{YLT7FPy}1wm0f-=HEv~VUaGHC7MGtQ
zX3OS{$1M3!L;p(jt7ES<Yn2BxQAE7+P=$M&0i)~TpcvKKZ^8;hOXf#^-+|=p%>2yE
zm*ISaN=n_t%~CcONbH;mr};o6QD!e_@G>Hlz*LvIIpL-v_rY!fhaOWipXP30tm6~b
zWr9|A-Po-c=(tZ0FPpPe8<a%pcGj@Udzv>iWjiL|O80+%{0x{1Dr-?n;eX_^8$U$P
z+#ROet;X1ev!(R~lhH=kQbHNajpuEe@7EX}aK}2W7ho4|4J^ppg_0h&U{YBv%<V73
zG%4D-k)}S2I8_vxR^NUyipZ4n&rO0Sya$!GeJiV4|I_x@@P_s<-2?clXYDIbnND+*
zxBR79Z2N{#dcqf$O+I1v+;kMnw(qsSy&luBm`d-*WI!@~K!b{c9nXlQ8QVg~6Yph<
zIXP%Y+7n<3k;?#-S&*)9|4-@p&oJ7oIX0*!4^wXqXw54Pq3jinwoOaU<(g$%U(OS*
zIK7zXY3BYRS)Fz%^R(9_Wfp$;-=-^f$7S}Ra2cW{slZJh@p88<a6<esDs;@@RJjB*
zBA4@S(=sA$EKs_5qBpb!G8;izbON8Z{<<ja$>!pbmidyFEjSfykLiEe9_54!y3#Ty
zEeZqGh-5L@=e4(@L6{%B+`|aQ*%0<`Dfg3`vlv@D@8`@*D-+P>lv?z;>rOC7)d#*w
zYG{NiSa;UY0l=aBRFp%+p0sx_r;fME-*k~P!MYDZ`gN*^{>d$H{v%a>Nw6AoCI7w}
z?X_qk7hfq!>>6sq{gIPvo#SH>@*qGSa9R*&0*F5L2lj~k@DqDbV*1?gQH}lj+CQ2)
z>!FzWE@6NkJ4@4-zRG)tY=Ho+kP1!_>Kw#X_Z=G0Zp*fbg+39QYM(ic3Al+VbS-5U
zh5Xe7en&yE_2p=O6tyYtCi!cY&#o4R*j0UY#ed3+A~mS|??da{6-&Xj@{W5Y3&irS
z4aer>lp7ME^DmS~-XazhTeg<@I4F&JrYg7ET|iu1OT?2R_kA-n^XfxnWIM6u4OCv5
z`Io#Tx5ngE8sWM+`(fWBh|S`;Wt#y2J$qi*UUX6B{IB<1W7BO_<!I>Qhsd=Ed)3R*
zcozxNhrUa=k13EoTY0x-RH}fz5#H8s?!j`ZZa+47#P7m6?<W`=;x+Mrry;~gV6)Gi
zCdERV3ip`g)vAzQ-`Zyj^8qKU@<*rvz4*^WISm{mcp=I3Mn5tioE%w@H-0tJY73c|
zQUd$_j(!v2CtYN&P?M~EzZPSb&PJR!YACVWqh{w|8P=85CM7Ds&Q|%+%fc~~`(NSE
zVyK}*&3^uvpARWZkVgj^^l%QBWS3#8Rh1YNz`E8zHNATTjO*`2DI@1bjV&+FvK`_^
zs6WKDHS}?IdF*%8JW=$<R$s@?O*PW9+n%3E`It6HX)QnJYN<RGjA_sfk<IffUB#fY
zIC(<2%l`(FqgUN<MiuO|l1-~Hh7b7|LKJSV?N6%U@ldq9+Wseq;+7N|)cZ`jDDr+W
zRY2zSMYKjOhQRf;chY1ojnCuv;|9J_+UVZF6tWGJ1yP>$?@@lxnN=h{us6r%5wQ-1
zRKk=%ZI1j@sdC1St`xv76YPdPTK+8$cd@jFwFnm`?#rTxF<cRIb8&KALaDh=k076F
ztl+z-3aR|_`fr+)r%oH+m$PWd^W~u7)M~sN)f&V)QrkWo-%?%~?FyOvL|=stm*!~$
zz6560zuT6Xw^po5>Z4k$w-GkEdka({$JS9ro_`K<Bsz3_Z)-6*X)>Llb|((pkQ!={
zPaV|MP*d)UTh4G-R1-SN38>W)MN7aDm__yqLd&K#3~Zd7Q%yA$jALwK;hQ$6dvscd
znrfX`(bF`P#|iO)1NBOepFIE!rPyL?T8L(*M8y4i^!@4Hs~pGx(f=tpv(h3t83D%Y
zd5;49W$U>u7Xx|9pV^jYl%G3o>)<Ubf0}rAnO5jmeNw||Z#i1S`sQn&P-<P0qPJDO
zg=TK<6o}Q)usIUPy|Zf}C#`Ls$u5Y#bnUye(j4~fiXe1#CWBb`^<QFPfF$8U^z~H6
zS7o!w4U+MLj2;n8d&*oQ0E*>W!!SCQV+GXw+z2b)xY~I98*=i<2+YI%NNz4;t-bGN
z--+XLnAOJSUShrf47W;iu<}X#i5A1?bKhR-GdzQp&gV9!mn6F=(6wpy3l#65q=@v5
z9n_i!aq;hK9$LjxQzjx}itiE~kH)s7m5Z7JM&x$t&J8<m!((a6t<8diw{N*l7}jHa
z;x<<O^UT(ZsiZjtn}zl_<fcdtK2U`$CTEJ1;1){uEQZE~K5XoBzqQRjuY0t-)V6Ps
z`#-UupP47LOJ+mMn}Dw`4(E^k<_r>#Y1f2PI$q~QP!il@JkJ6t5>su~`T|URsfPh6
z(B|~YJ@#GlYV-^=Hb3!20I|=rR8oTig<Bi`CI0oUvOO}t>7lsZ748zRO5%<e>XQ4B
z=80%DA_hQxvx)fAq0J{Jcu|bekvgjwvf07uK#Mg!4FFb5S!qMIuOU8Lt$Fy>)?_WG
zv6=FBXr)Ch-Ro^#=s;$E^bdk_Amo!}wk>{Fl?&3lr093%GuABh6C_^-z-=(5_VguR
z6kC8uzX^Oz2$t>|0upFIaYjXNeLbFG*W08B`Z>L(Pi~}P@3onL&=pf_J0LK$e^OR4
z6(&OE-zP$o4}T|}#(?~&?gZ2XbFk9TsQyqBpgk+KVwFSB69#O2t(=Be1_iN&7{yWe
z9F)UVyN~Nn4-Z;PSzB{H!Yg$-tOoHlt^09sjaa&MzBJjMs}l^2_;b9v2ZI$X>dvWQ
z{*mUcxs6|3DO{M~<`mJ7i#gmB$BX@{2M<T3&b=bLAW(Kz4n~!P(NQH~A_nAgjRV3!
zH>~u@jYr2#K6R7Vjj*lNLMZ_B1=>tBX#y>Hv}c>0;|v1dzSUT#MZUT}89ht)xltn8
zUJ=qHA)h{aqIy(*s5$0NRU5P2xX*U`R=pxh5BWp*D#K70i8Yuv)E&VdsEBaIeGBk_
za8!sqSll_kFK(4iK4cW$4I*^rxW!+Y<_E_rsTWoZFprxJ<*S+NAPyq$<wh2f@Idn#
zM|hTJrVJO!V$MnkOaT}K>x}&*Ba=tBF&;nbB$c>XEPxXQeWx3)extN9LB;3GD2igP
ze(5L)zA)Rq*AuUW$me*6$Y?GY9uQxQK?#K<D4{TLe_qeg{e*3O(J@<W!wo7bC;mf+
z12uGIN|F3#uF$p6*qOvggQ+s@JyB8JT@Rw-C@wCSMPDoy*SZWJl|!c5VJx<DK1?CC
zK_Kh8HgMpPkdmh5<voi+&KRR;VG;lwqh-Xq*dk0{v_)(eh}bo8y;R*8!6MDoe+KAY
z?T6oE;04jEoe!wK90@6<e9{$ikFk1X<Rm0GAVAbSZ>jQX@K}j~9r6f4J<NODKtSdc
z&gFSiW#dvS-S$rDp6d7B*oFB;EFJ2PxF1w>rux+xk-%EG;s^{4(m+8|tI`LIoOuxL
zC0wRXD{0?HskY-J*w)eEHMxPPs$!~t<4m~&2uwqabvsC~;mY@2HeZ;apL|U#zW*tU
z=&JNg=1|VB>?`swJc`WZRA6c6`*V3BPr9nh)^}>=iu>tUTx#y^*66wiQK>-(vW>3y
z)YehS-@WyP$Zl`_D++U>z-<0(6oDF8Elhu`7KJgCD%k17je);v(k7ZlkKLRlff#$8
zhfXR9NMfKcWc}rhJkxhik#n8RVqDIG^0x!_>_yGS6+^2i*aM`W;qh{^Ti}+vVBQn4
znO?<JT(vYM7cCcepP3ilrHD`XPFi5?Lt@A6R20{whSCE8=l&uks`C0n#w{?6hTj)$
zw7uPC?Dh?_{B}uqn0F7K3~#A7jiwF5Qab~P9>+sn!_0kT?}R_`kFI<ji)+c|nMrMn
z%|Sam8LiFA;dLQ=IWYP&xxd$37TC!tT-<3{pxVeEfEVLwY|^a3>LOI&?>kX)4raN4
zVRuLT<|YOpl^1RS_7$40M*<d$>F*J(G=-nClR#pFHEfaFTB+C6sZyNx7LY0c>tCGT
z8!F6n#<e-*{4<x6O4J<~Votc-^|+ctX}JbGrgK&A-j1Zh6)_5@z8)H&X&xKQ#!XH`
z4}RRy(a?4hTWbsbgBHvrmxFAwv$Sc`;0mDbC06=mCPUy+zsHuS8*Q!d5fB|R?F&RR
z<B{@mKXWKlYc~HlXY0#MH|xMy{?eLAq9B=f)wLhfQ!i9U1D9Pd3eDzvYSpns(xb{2
zr!uIwx3X1ZV}tK@{J?@3)Ev$?latF6Z(-K%t;Q!l0h{{D@1P543~CZU$1xc5Lg_{)
z-f};)^(zlg=R%Uv@+QlEr@q|~GM=!w#OCnPBY81n(t{x><&Za>P6RIfl#w9tCF#LQ
z4h9dPzUUV-N-s}`wKn<D+XVbiF^n{`BDW+pxjaOPmszC#drV<f6@RVoJwexX+T%iJ
zG4sb*4TRE{*y{2y^ysZHgvw4v;oLgSUO*mU)#BsB%20qYBF#6Qzsk(KBn$)D%t5yI
z6NuRFexKEbxF&OG&zsUX*XS|2pm{oLMsyntp}VOSXsEzD*qOVzT_e_Ao!~>TZy_wa
z8g;(zAKo(-DHt`g4lwz_0aMI%`rbZU*r@&Ps}91^Tv1085|Fzt_v*pF{g^cMR#vKF
zpgb!5a4G#&59pvHT-acJnC5Kv*+NI2w(hGfEaDN0loeS4tQf4OkmkR5=8|kcRn>ag
zZPtr`*Y=*lK!{HB8?@`fF8UD_?}Axf@!MOPmg247=OMr&T5q@dpi9QU#wMwzc0w0Y
z95r?o#fe`23nn;c>296yMas<NSyz(_L11iwaZPt`gZjaS9tdL0%xTaTaWQv-?Ldn6
zaVsX8v}|qLh&ZQdM}ux!B>b&6t!JW@4T0?Wb)MUx%VS*Tp=fl;r{vC$>Cz~x*o)uy
z&|cU2qi<L<^(Ublu-DUTC(HPiEGP|*SL%lk%(Q0T+_EXWQmI?rk%|v{Jod`B<E9(W
zYJ$9EMO9X$m_Ty7_Oy=^46DSh9c97-;`iS(?pawT4!6t}c4E?KHi7%)Uszkq>Q6y2
z1Xsp7iOQ3}rJjh7Oe7MVH+nBqzwh^G{lgCSTWu?q-w<Ow_BMYSScku<l#qxD%wFmM
z+_DUdNjFj+e`#^6t*eo|pXraVn|~JA;+9d5Lm(0uLvYiPWPjy^e_Umnab0RZ&_b=g
zopHUL92Mipfah&FvYw_P$5W~KZug;<5#H&`lswL8@#B?eW=Dn8*p46DSnv0F>a$ht
z1x~0p-enMvZkL%6ubBFqj!7%+U~>Ogg8m0L5vtC-q9n5gf$=q?#OJ_oxA_1JT-u8!
znAMhMp7kn-8^k}wUd-m6DbDIeJeW%3f%G8>^TnkWC)9X%aA|C|XQDSM@MQWsff?q&
z*U{3AR9$<B;weWBmhbp|JiQI_+=<uHAlLjWNQ0O=vni{HhhpfH(?K^B@==hR?+-zC
zxF69`WT)$FEVbR%nm6j2EbSOF(){AHgSF=tp#ct7Y7)6HCrx8-mx}i~sB=`koGxb{
z3rXjSZo!muhT!stF6aGMc*r(e3cZI-nQIHfxky!m{){1ekqE+g1vTZWe=3B|Bm0Gk
z!q0e%xN4|FEJox%XH<9|dPJ7q;(G?Mv}t^;yLQ?7VrIqY7Vg^2ncYeFYb}6p=VhLv
zv~!ZpK1-1XP<bLDbvxRSYkj}s``^nkzlu(hytz3u^~etO&J*DFatTh-EV}xq7!bo*
z7wQ7=v77URXr3C8h_{cz*qQ*kqqXH}H>k1wzaRm-##(16v6f!D+H_5JWzVJW+lLe5
zQejNdATz{G=Eqn+ay|c#TpzH`1>|`r;|1d%g6&kn!K-sE&oPpNoeYOB<VNL=M3+jX
z@v)u>9>m$id|lXEoNk>`*s<zx#{8MOKw)ZGb1+84Lihr{6heN^zN2w>a3E}L_6hpW
zocAyK6d2zg`bAsE@^0rZ-nf+3%9$=|qW3sry`Wm(K9;DYa$X5~+P3e)agbpR1bl{V
z6_N2bNBmqC0msP^+Z;Q7;~L_R)?RczjoTcVjfB5KQ-$Ttqh+ASbD+wCBM*{XO*ihG
zrUH1*%?wy#x16Qq8uTRzJ`1jl`N7^+HqTW5<A1H1weB1h-})XVM)P5Q=Ak$CtiVwp
zBfVjH`n!c~A-aH)t0L^VibtrqgE;nft`zCY?Lz0gtB<V?K1cizNjA=1d6+t8jEduh
zv#EOOKc@vg&eAk}3|nm4aG8t-@-$G(?xtp;C3^phKlfM37PVFa_epge6G%zz^2G{j
z<_5;*^NqAXq^-?RKTw)ILp(^yYoU3%{5;0{TyR4iZ@HyUMj(KBGQTO8{e~A2g_xy>
zYFcCYc?Kaa?rf;IVu84!B&x7@=*|}#a--;aT}NNUWe)utq3P1f_PAB6i9b!j^EH1n
zqy9CTpRV8Ku8C16w328u9~0lqO3K5t;ftKsIHB~#X%#5zgxkUuK`rS{d{yaO{DCIV
z(_+%6{I<0a7Os_;((eZ}z9urOoM;30AFUk7CB6?Oig4<pz|=e~VNwFL;#$h#A_xga
zQEVtb@YCNQ;vc?V6(fh0N#TZxZKV5U7m~&4vs}p^Xy>~eO;amP%f^iGtgE15H<a=Y
zzhS;Y0n4*GXhNV%$jJ+EUcH6?t3dh7YHV*fc1JcL^4j-kk;qrai(8bOT0d1eg&ft`
z>IX+ftKSc4?%QkwEJaVHzo`kzV=C;2xe?mUZ@95v61yZ#QZ5SGhPYg03q}=E{!=Ob
z!*31k38Dpxb6#8P`Z;lRo$)&X!?hC=Dyt(kK||K41^Ny6^nl~ajFWQ>7PKP4D>3f?
zm14T(s829*H?*ioPr8lj{OcAElpsz2r2zTU%?*zFSX(lUMy*|S&2UFlH6_3IY?ksO
z=h7Wue)uVU7Uc`C$CO@XTLapsb%z5>3DwH!A>w4YLJw}UjrZ)F5fdbiGqp&D?LEud
zklKwkP%oOAzsR{2=6}Tg{wpi0CRqU<-R~OXpO0>TH6X#spqn}djy?!)yw73(Os<P;
zQVJ#2vBfyz<SHw+tj&0IA5_1BJ-2YVK6))r4}QJ7$cf5bRVW{_!4mJz>N$tGcKXW;
z04uDv&pV|kuN!<@OB2g+5vwYQgYz)e%&8JPWsSa@l5672I*&uEkWqq<2Z+p$eVGv_
zFMzIZxD<|(?f~ll%PsWRQ=dFvq4<D!KvQ(xgM@T$s&Azw3q>~wCvuxa&aH<=s!rR=
z=DJBeM+;oiG>Z@tcfPR=@*A#Ip0i5b)M?O5cw}@z^dgy!DYYzL!NYu@^5wg>gbs%C
zNNVoA4=k~6k*nDHsHrkkWQ-l9QF~`S8}to&g@_4M<sG!KMFVd{q$~g^f4Jd)`C0y)
zLWlVz5#x^&)IG&LhlvM`KrjW8tU~B&W0WU?y8yG08qNvfuwLTU<k<f9h&1eZ^|yeF
z=qzrZYxsC)VoI<2E>7)A2YjQjR{JK6Kum8gPU{iIu?ttDRk-Nh!aKv#AEks(lwYS@
zG!u7s7TV@t)ct0jX4PLxUzxYq#tugJf7qMzY0NMijH9soEAh+DB4h;<?*eacoHtv1
zpaHhM83ow`-Q^(SAHx!_u5et63obFT0rm6%+uj0EJ(&}(Xdx9e?Sr=F3#Qyw(j=h3
zqZ0dnyk_HhzNC_v-rQ>rx60v|omvIdoP6T;I{WThRl!`hyDUq_7e(7pqyxM&S|?)U
zUT=^_zH(iyn_QKKlk0Hjm3^#LCy^tm<b8L+!+ox~NMu@unHc#4ky_9iYAS!f5C?u_
zt4(u;_F*~g<9{j8{<V5UTuku^l)sA&e9rf~bdf61X0xqS!`niNvj%HC)&SPkdE0O*
z^S}mlHEA7uAHj0lHDskY?RL+z1<TvnhY&C}x2CHMlhkkTE?ujR%d8~*K*qb%qp?fY
z_<hacG~Gpod*P?vsQu<oz0umJR{wwupgxf|fNlI<t^G5|tX8#(h`Z~dafGhUSdg`K
z?#~pQbN=v;vAIlhMAa*hkI=FipJq*SPI12ZC^E&i?qBt$zNaZeX^*#JK-}UM%u}DB
zYOm8qzQCk8J@(=F8Ou$is1~URB9UIS;+HJh^i!5RSN`HChYLmo0p7OXHS)ivs$>D$
z{58in>#b~^hTwhM&nU<fFLH2GSWAh@u~}sthAAd#rD9VJEj;vpdSm3Okb!GI9*qm$
z9MZ5@ot}q>6u6j6OH0|R8t0;`Ky_~DaIU379FkTcFG6|O5+*^8a$`IIwB$E8#$UnE
zr$<!#XPFu(hD2ZMMT%%vL;^@N$a(CVVMH3VH#%8A2Oh5m@W!7?&gq;eLWhBU&{O$t
zz!<M1ZPfYVc132d=e(PpNLuyTWqqs5sLQea_sglJEuwsfqlEWEag$(`IDo9<z!~^y
zwlEgDheJIJa)Sj7%{%53I2<nUqzBxM0z_K2wuJNh%k9+U70-?#8SC<WUtUO$TKr7n
z1$NK|f6iBm3B*u?->p?YduDREO6J^tRbp|Upsw<(`YfbtPUg6yDJ0+jQK3xFUnv@U
zt3%A7+b>y4uxhuxWf<`su;-(sdqoOkjg&lqsGF9N?0yUC=k@|h8{gkcd#GlkdC-`%
z+yzbAxwU-KXQVT~=(N>@KX#`lWG1@$)M>8VRXwp-|0ernVA8pqB`_hVY^xfkk5Uxv
ze#}{@5BV|xEg>Zx|E5)&R>ctxfei-KxlcQ=BvjsKbNa)G@ZSaQUoAKZppOWZr+-=u
zeC+F9?tHbAEOFH0$)!9Z?1|uB@Iq=*o~Z6WvPZs0gJg&v_BQNOKRdN9x{UMrj2M)A
zS0`$>G|k*~Av+rnwJtVVQ1})dY)ZBKbTj^23E|Ip+=9~A@*YF*k5GmJ|2SYMKqQYQ
zvoM=Cq_#4P*-(Ek?0F=zIO6cDeCjqZ5LbBCx0f}d<+Cp~qBoaMYu(^OpY>m%=wFlE
zVR};NU~_KgxFd@y?6(GOxx-R8exy$u{HnYmP_!jIfBwd|N@vIHB4ptWdQf%Ym5Wlg
zv<>?Af%4_P_9gbBll^wC{8u2yWw>+T*9ng;-Xxa*e2PZ8H7khZ@9%Y>&S}?l9QVmq
z$fV1Yb9UylsGPs<23`q~5(8fNfK_7H{UQfg7cNDld4rnN_Rsz%R3jN*$;rtAZNu{N
z@?1Mxhq3AXtubvvo!QLpG$b|qX7FYHsjhYnxr8iARioqr*Xrwj`&jSQr$i@phsit)
z(FLhV?c<d-m@qZ*N2;*ly1)oB<3%qhi0*A@RRR>&mm(dXQ3Lg(c41JYmo9GHHa|V*
z)N5%PWM|pQOms1QJfn9mpad#W**JXX&OnBi{HsT;2lS}vDXZwErU+wym%wl9PB+Pc
zfmcjWnL;3a-@bh!ULT3^eR{R?9ND@ai5`QV+-XJFQ^8GIw?6h3232?tQ}@iZ!uX+-
zeYEznxb&UfV=EB$&Z*wx^w9~ek5Ji7hYLw8!Vi+X)_2(wk51)b3S0p}zaTZ}UqkiF
zasBeSEu^EneWC--)b6$b)sqsJRV^a-;z!3?Sam`GHlRmKSO>VST$UBJ6cWfZGK^35
z+-fF0oM-nWKhjo(k+P`1R?1bL?h)7!*U~y+%ZKkAOt`XByRLHLk#XFV-Hf;v_P0?0
zgBe+~B>RZ=>v4N64Ol4waNiw$2%!53xk0DSk4`>jK)YI2+igv+7{Bx9ezP*k_;y+e
z(r7LZr?aM9Fnc&p8p%NYB8aFwXo}7nHvyDg(HLdK?!AD~I8C9Cfi_YGHo*PvL?-*C
zPXuVzd(^H`>{`#ZG)FqkcSLgJb4iU%ZH>-jQETGIPmDHYkB=sQePEoLgYNVy;f;mF
z7i>g%w|&{yQPUkd_^PV+L3v$hpSz@9!<S3u6CN4dLsnC06E{StEAQUrHJa~uR$ZfK
zBh+h-uj3l&--+ea*V}3ml6}*Xujb0e`XMHkLk(KQ(L@B(3A5|OyYZ1DW><PQUE;!!
zhn-`dnFHB%2cG6UT{<<%lb=6f2UOYcN$?MbZ<Ov~9B$~X46A)4XGDUw@gc^oX>O!u
zwL|a-LytwblCtu3UN0yDJ>h*fk)7H#-e%2~&H&(74<ZMO7U;SR0lkXW7=L_7QDT%i
zn7XgC8+sRR_!d#CnFW6>oyL+<f(7sB=+Joj&|?@_cDSUYgMzNwEm7D(b~X5CsMR!Z
zU8?N%nl>Upg%rrse?*#SE|k+{v^EW$rXWvLDcxUIQ;3Y`tDi%&+A@9xOTV_!tIk-g
z4;vS4wx8`%#|B%RwlT}|3>_(7ov6%2hrh*w)O|=_PJ?!TjoC1)24L<7)cn;NN;``&
zej&+>^k6f?YVrtP{;0aF^~^DqXjdFFJvmcaB{R8PDIF}}@LwJyTnrhOQ9HDi14W;3
z-@RSk2LFWVJu5~Zs^-)5V5dWb>!WQF4-&_&hHl4wapeaehdI?x#P8;%!Ee(<7#_m(
zZu$V{f0faR>Zz(8vgYu8a@?0E3Mg!B^Ucx><r|!r0NzQUDoRS?x)j^O^nAvcK5z$E
zP&F#Qd`Xc5tUs3PbxIx=cOERHNQ+(xWM`F&7H0KG0^_@dYJyb*5E|9e%3ollvf9K9
zIS{|AAy`Fk7_^awf~1o_i>#BCr#~I(Cv?SZkMvx#uVG(M<rPR&`5_mUwyimt6`ZH9
ztXLiHASIB)m|q4jS3c1wCJ+;io|OG5OSU~06-nIW^YRchp@~C)eO3Xq@;`c2?F~@~
zM-(E}`%a2pn~fTn^H5Z$C$5BsQaC%fdgf={H3_8+EJK4mK*funt>UNmyk?c5N2nev
zn0u>NV_yTk_mN!x8UxbwKwlrQmL3*ORP$@(Z?f{AK+kMpHPRTbDG2T?6yvIJ(oVaa
zZ)h>MJg=mR@{(Wv{9v~JJ2a7Dsf%&6DDnV^yC{iGl4d1%`sxnnN!Ll&8UuyOK70*-
zXv<?a{PizXjK_?rIke=3KF0%3CDOV-e;p?x)ZGcymV6qhzsU^hUV*<kQUA=&!{^7X
z^g|vuT`HiCPtez^XCObMoX&9%!R^snRu!`bajiO1k@KVp@FI_78WyLl3)}{87BB~;
zsEssUzO56h%orgU?(yW-ZBM{w6){y6K}$F~y@6NnC4wdo8(nCGkCk3}qhxs@xVt1X
zC`5BwNRR3HRJ<B1iCryF!1oTfVz^~IWKk}%93WT!(TF_wQO)bD`AzI~$KrkA6*15t
zP-uW(HC$6&hS{?%3mCD~buDk|k+3o2iOsH~2=Lm4$+Q%rU6c&2OjB~Ca$E;Y6?@q&
zM7xS_Lj-B?Qcb?5y{;E#`bx%2Ji$4sXf`+GClA{rLk$238Q=MCf!2gv(3<ckbZ}Uk
zrAeKjdEJ*6$Dw<Zy)}^jTrcm3?6*+lKD4W*Id;t!zsjBd@n@`Bg$=W3b#T5kd)eiN
zUYP=ky*iW?^uWlRI9g1<EPZ5mm(DDv1U*t)G1ciYr{vhZ3-lUJUJ)J3F$b@dsUJ<1
z($7xHwOX|CFEX{($l+FLF)|=sPQV&EiAPn@l~A7iU%;{2W&i2@<~-5fZI{ja0L(mc
zn_jx8dZ2qkpoKWgV#bPZ<8CN|<#c*G&8HO8&VG?fS{vb^oSdVxE_3g4AU$xqsKU<l
zdRnQze4N->ryIS7|NCH8=iY(~=bE?4=H4_rh4tx|$=4at)FH<Zx!yOMZtgjHRro);
z8tsHUKndYr9+u`Q65AM8G8As$j3;<{`jhu|dJ4Q9WX^en;##GEUcGgjKj7CxB5*ZP
zs^GyN#f7g#5LiAJEdPhY>Iy&h=~hb?y{|@>E$r%Eq&;C?W2`HpNl0jV`V!fFy(`r*
z_;0>c@90KZgr3Rko%nDZ;aTH>Uhn^D#*X_GAl6w`DbChbk5lnJkj&3aL!7!|sU(2M
zaYJ4C4&p~d`bwwMoOCi&a_`Cr19ZjeqS08C-;G7{&#d(odhbDJy%;worH;iZ#zgT8
zj1rqSi5GQt$!=OA$qb*v_NIXO^}j5mpQ6fIV%FP0se>kf34cfeXZ@0bCo4j%^+u}E
zT4S7-c_xP=sw?P`*nvq|O({Zst-gSc{A3@zUTiDZ;%C@quaS4#!qj_vmOcXg0T;Dv
zUK9M`z5Hv}VE*Zy%e+OnvefwYszBq4e@tlJL_G6t(po1nRDN>TM3Y#n<+U`$4&qI3
zyM~yE4P+UIzau1tCue|uwCgZEs|PJ|tX{1HvG98$t>7IWqC0fffF^5uS`Z_uj=j7l
z_$`*+gPKVm@xO^QKR_ma&+_t&BSUm~R3*9kgKxT^HkiuB!PEN%h>kqCxF+#Mk%U;!
zYIYxDQkZ(n%LUh>!0@7>g;ZZfapfW+nbU*j5h}L2jel?aNHtQ7Z!mPSYxr$FN22e`
zZM;eg9G-UyNN*B5%*Q4az~Res<6lPtlFVOCD_%w(^~_lK^K9!yIvprcI^Idk-EUzk
zNSbfu3lsqer>BU^lZVH`fN=Ivz5M00zXc->M=%l&sK`l`g?2K8yB7nkPWWKpKU+$E
zkpUEx<VO9Kod)F)@b(AIIw2hCer5-rUVa7!POF84N+hSRQQmN$hKQ?>@<h?S_3S6M
zbimVlwtb<3!5h?>n=}4dXa4nif_T8Eg2_P%)*4sJI-oj8Mf&rlZ)?35yr}2ww`|v(
ziGw;VHA8~sEP?{b>_-`bj)t?8uYaL30sJ?g>%Z~edGO+g<*ulDO@D6Y9C?q5OPa3w
zvy_XZdQ(s0ClcQ!mwF#pl|!tJEkOe)^)6LZ@U+o&tB48`O}0OY{&K>APuM7_MQi^@
z=~<}TAN-J%SiW8#WcpmYKvazvG%@^DBmDavwRFvHeOcT|NlkqOtRqN=wGkivl59p7
z_tL<yJGH>E;?nDM(BfFM=aZj;(FoBQl4<1FPb>oH>VEjYmgRptIqLNnC^Yr+{T637
zB3<5eK~O9kH@;&1Xo<La>?<ew<W^Sf@8hu37H>NFCZRi(+z?CEYYho;W?wp#1ff{z
zx2~~YFXJ!*FXQ;_T^7E&$rTl31_lPj;^h)?bg^2V#94wj?B^4Su1@i_^OX>Q$W9gE
z1#Kn#dolLc21Y%Gf4sK?+LoJfLFWAbVeif3p<es{@sZHVITeafr@K@_B_zuzr<{_c
zvTv=Zu_RlDL3LUsl~5*2oKjgP2E$;qAv=k|V9GiSGhr5HjQL(~Ovx#Ae;$wD_xs21
z^T&N2_dL$=p6h*Guj{oupU>B8#tL(eCK{=pug2S^-#MWGRKzFt&+JPS#Po?uN-!m4
za#+R<ko4S$f3FSp-wJ+fdcVN5HwklOy}jh{M`OUEtbsRog%DQ<j>yI``_Li7grcl_
z%e+Q)fmjN>t<q5YGT+??d*#3?QWSo0?~vQDd5*482AQQVZaL(2i`kL>N%eC78~wI)
z<6jeDK6$u(okw5Fdvzc=`aW<0t`Wo8kpy=SKE1Acq^f<Z3+YJM^>EUOkGC)WePL8Y
z6wmCu^<HWfphgIQ<pyvEl;z7~*UbilLaBQB{esQxRSl`niyvF~zJ8a!8?pim1@U&C
zbh4@6_G|r{j=sFFb91{|^{Hi@QARs0oU*^ySonD^G%I26cjbLE&H^+U^<&D87VkIQ
z?%^U|{1AP<`vQ`>Lgw@wZ!R`CUd+#KY;*n!WQ^-sE3t-^F9A&vdZrZJQIr``_mSFx
zxMcCJWgR5118oK0%IgG)LHUEpgFcf_u<R+hVe!1<VnNf(E_hG3pU<*#oY)}97@sz_
z<{KT`dHsSKy<&IRmP{{g`(&E^WfO(5ZM0`~K|wpN*lPZn3ZR}c9oriZ%P!43kNu7E
zVc{ME)^QGqHw6cP0;QwmM8md!rAw2W3f$s(WuA@tKHRA5#l^OM7GeM$k~&p7dW(%t
zNW-HPBnZ6ygmREi)6i;dZ__k=ibUeh4_x2gF|G!I-baphQ8(i-aAbYMvt>?pqKTfW
zCAZ__sSyC$Dha!oR$4tD((_4volyh%!imNx1aD|Zip`;gFR$(Uj9hFRs4dcZt35vi
zVQL{?Xz;0i;lev_R**d2MON5elw0WgmdC4+z1p7X5cj0P)Na`+4UJWw+usaY*tV>&
z>Z$TtG=H{)!cdLm_f$&3P50iilji2;l+hzS$S~Q17u(j_YVQXvma33CI0uuWwf%Li
z$@19HI@L$6&87i;Ei&8ci{PF-(q-EaH{t#_{(5hdf;h`W7v0~^c~krrZt^x>N%Wcb
z5$W9z{Bf&a^gkX^sw&&l@EGp%v-NO^k(bVogesrAt+4{G=exOBV$<pH?Dx691Fy-{
zb07tqVd}wr4@Vf~gW^IbyIz9>_Kc@^WXJ<KEjCzH@dEt(iu1XvGUa2!oaeX)(Om-u
z-%FbYoxaW?x{b>m7^NS+rgSCvbgH%k<4FHMQmb$<tEd3-7T{8lkHPT_0?#<)xeI9d
z%mLsz<xk`*_n(@J8h_sU=pQ2!V}j_NHIzyhAQ9wltvQ+SOhe)`=Z?+&&R{<)?1~iy
zpG%k{Ly7v%uP^K_<ERxTUQm)g+kM0Cm9&Y&O<f~)rp~F-T=i(Zk>{^QIF}r%-{~cI
zn?AYzBuYVOjA@A8VtigS^rBORW>&OYIfym#phZO<4v<i|BGg@LHXY(o8_)ma9;08P
zq&(d2KFI2%3jloZG&R*Y_vWs)bB?F_Ije$kZWzPO$K!G)I-WB7EATZM_-Ki7ve*c_
zgMaHx<z0pvO<UN2P;S>Uuo;RSw!=~tZ@9-!ItdquzS8d7^pceSp>)0kFd|^8-_PR(
z*LADCIq0N`vGRU){e9S?RY&7bTEgTwejmc^q;gq7#P$wy&`NyYXBjVQ^>v8@i$W8I
z@7#w~1CP@-p>D69-c0f@mt%%c{XJQ#J|6$aJoiYk0#T<=na_5AuF-N`{rz^$9*(E>
zQ9<&s#ES~wL)MT<4Aj^+0sn$13#$GZ;<p)5Hmz6*bRW0yBj0RGB*sYSsY@h1EK#q|
zem!ak*U0~{oOvXy*8U-1KUT&oYPX=NEw68byYbE*(-^xw20pm}8Nhhm0NKyvP$z+c
z_g`OxAd12x3l7Rj+cvgcdInc9N4z~{3dYM^Ewg*|G+9IErMJ=f3hRWl&!F%0IMmB$
zA}hd-Z+cr*|8DQLIe4ttdfV%eC$>F2%VKrPYh>}?P(A3e_`9Yv30cTsLKQw78$b_U
zMfP<2pY1hSPw`n6_ux>-l^Y{5G(U0VkY3L;9y_sNr=83xTJzs8pKD$yzS6CrzQgA-
z`{pzK3)NfxobCRoOl20ygU@xAy-W^D3;rD&&`hii*#LLJG+ZlB=%3r#?%R3@w5w1T
zd`UV~s9Ro_FBYxM{8&pl(XeT+!uBQhARhkR+X7Tqj;;U^`!}Vk1<e+Na!Mj$Ak=az
zE<>vkw!dy(DUvPJw4J)I=Vrq*yUM}q$i95wz*g!C>*_=Xj=~q@nA+Z50>(ISlC1pZ
zT_DEZl%O>(w(7Bc-0;rhTKhb_JaiMGRO4T+VcM&0|Lx`LCdn79Ygo|C<}``x`~{J+
z1>XL`KKTkB^L9)j9HT00R_B2Z%|BFwgrn_|+f^FtJXh&B#653(moAYQPu&6ynE0L}
z`tohV)&S!YAGj`6HK7IDYy+V^k?s<&?=o(*R>~Gh3aGpe@83m69|Hx_1Ch2E39Og@
zk&C_)m8PkC=W?je5%we0;7b_v8wH{;tGeJJl>UL(>um<u+Ej-~q_Eq~Z5Qx7EB%^F
z`6_|Sy@u}<fPO*H3mM$h2=k;WevXXz<9@_K#!6UX35+Rv%K*p?CANy#g@GI^JZ>p8
zIAh~9D1YkQ0LJMiK*^WsMyt4&%B=u1@;)OARy$5X*y}Ye_Iy<V0^P(9tw1;0qU+VF
zK14z_?bcfBg9n4JToIi+=fXcP@)%tdyvVhSDtU?kke={bv*BFOu9Jru_5v*clr|a;
zTMwR7Cyabhy>x#S=e<qH9h;AWIF*6~*9)52Hhl=3K=n7nv4wRr=|S};s(Y@B6r{KP
zIXVsl>W57F-GH6Uf0P2=RfTG8w=<8udF@GjdD&#D`DIoffCUki;UyhAPn<|>s5cv3
zTtT{jRYhdyCPJodva+Hg2p9E_CNfEgID^W#iOGA!D3Z(|i~PK%AV{MMf1@WZxd!09
z2Y1K-sBr?Ynm&qeMom6FrT=CQ;H)y9FJBGjdwju|JJxy3Dvl7`Watkdyl8OaH>#@F
zK>GF)w6JYB1o|YB{<ue|h6JcUW&Cw^$c&wycsY<(*ZY~#pBImL4FB%D9U0(YpQN+j
zL07Jc;KIBDHBeNyB>YRt`okxs#udmb(Jfa*Z9ZM~A4Xh*L&0hYQC7o&AraqKrU-5o
z1l&Slz}sFBql~5s-1Yy1bqJ!5(fy%@WnS|2R{!-nR$#tpEVq8qSSlgjUasZG75EE<
zCFj#od<V4?dm~TTWbY&#e_eERNqq37r3QZ)sOayyCbV>(;#wDccs956NeRm5fYx4^
zK?g087JFFpW!2?QnDK%~^M8|`(;c~Porv|-bJvBI#<vVgS`mz*%Xd`E7_PD+q>wp<
zYpVZp(3LP*mCv_OBU^~-*&`fboX@&m!89G4VA>)}u@0D>_T1n!<{S!AH8@REm}0Fq
z@yQx|V)qU7Wt}&0sqK6hU98b7d-KKh9M4d7*S4cw0k6u$Dqc8y+1N?m-|lhTPB(Us
z|7KXL-*H&$iWlO=LU^BfFgvP94bvWG=Pp{4<v8&v3w)v%f!-^3bH6jWX6C8qeOEcW
z7<<-Zv+eX5j`5lNCGp%j!d?z=VM<l7_h#{$ECU#2VkKaCU|s59d0<_Wi;YdQvhB+n
zk|UyvB7}r%E1DwXd>!$|SB^^Rvv-S92!XKHCX76^lm$OriZZP?x=5C2H9D@a$a-a#
zg7auy;cd6@)s`YPs5?S<jDo%|EBUHNa9Ye9eIioGt3X<xh!*lnT`}<~6?{StuJh>i
z_Yl!VCGWAHUlWs5qD=eA+I#&6w;+0Ln5muW6eM;J8b+yFI_nF^5-h5_8_fgqi1tA#
z$3042$_BNx2Th_~`ai7aty|;VwUnrH%w()`>804gy+QtWD+woA^EN)xHES!fqt-ho
z3*m>~!tiQG<!%al4g3bfH!O^&7Qpari{cTL6Q7dk%y(pFv!}0=*rNT~tKH*l-`@=k
z|2=c)fjj&JpT!K4W!!|Hdt=yN<0&Dxb1fsOtS6pYDRXL0ytc`Lcx~Z^SKIZ8;zIEV
z=&9i0&{M&~3t&i&J$&?%Ty}4kUE48jC!bP-6PwDC$WH&Hv~W1)c|2j9O>WXy)nPZS
z_#!<nwYvFfdg7jaSN2ygjdv<*_{{)V)c#p5s*XK}0&Qgg(+Okl?nzGfxf=RFtGIi-
z$QC{HY6EA_8kafo5@ca9N)=XQHlvCqNaJ#n+#^yt7vLL``DcP-3+xI^=6LnY7xHp?
zxnsE)rFk{X3p#OsU<Tm)qk$Pn>zk01^OUmV9GYCIv7wd6u`Gi>xbG6A5b$f7*GYD}
z?JvcSJ0XY>FkSyVWZYbE&~s*A1o1GuKg%J=_apjk<#@$<?NKG;Ud<Idl@vx5!Wy5W
z%@-q!OZcOMK4Yg!!s3^34vRn*^Z-~;_|G0JCry75swxo>o@1I=se->cu|7R9U0!uV
znvxKb<-^ni=BqfjCPs*QbY(o^Dy(MWx`I0lE-wPyVSAV^3L^{0S8ja#idtQm8d1HA
zY+TF?!{G7`<RM;?uMgdcVN-`)`YY0V--Nx4fT2d@cj)`ZD(m}-R%~yx>&xyT!s9%U
z9~<$mR2ODsz0b${!miDYr+2b+T;3mRX!sy?5`!eoji)M}tHzuApD=9GQ}?@C>D*Kq
zl-p|~PMsf|rl9(D=c(Ow**4F#<u~6Rs}JHyr^VCL+7BDWW|R~Tj%WudWjFp2(tnS7
zAl*v3YM(;j+_brrH|!d47hHtET__$j)<wJYVvW=e5Ci)eR!OAJ?9wd$9_}Y?n3wL3
z$#1d9kokH=yh$P?S1_g9itPWoD1CSCJC#u_eG_2@K^=x7!#%-2LS?)~!27P8d|xp}
zfQq}=O}$keD)d{D3q+J6#w;|n^R!bfRb=#i6-r+;!{QMo^98#MTqM}uzLJ#I^kL)n
zyGlLR>yj!<Ns3XK|Bz44O>Jparj0(ykKwxaoD1RV1&RYV&bvIPCdO$YI5D+b?tN`1
zjpA(1RE|2LQ6Kwn=H+WQynlbZwY8OovhNS5&1Sk`>%`%ePj1Gvw_)TpKQ6!rZWNrW
z9bE)+(ct@IE7Ma)d@u#$mPPG%o9=aZ`n1Pw8{`b@{%60Q7_WrRPcM4h+0BYkUF<AF
zIvK~U>~Z<fX!@Pw7OzpevT(C#4fEQ+zC<-RmSC1~7Zj&Rro-YIEH0V77sR90ARgWK
zSQ+oMNc!lac<S#$Q$7UpD8NqvS5j}&LSH$eMX5XRQHrfA+38tR$9EaPFNt?@x1fgu
zU$G1Lip?F{^{bbwyj-qNTr)@DsUg1|EyQ3H1P+O5yVN0s;bOXF5A241b6<kXyAdFc
z<ish18*i3q3~u~&=*Hjdfa#vdft`Tah0PO$FDRISiy-hhV_gdT_x7ApBk%(jdcr(Z
z(2yRQEA7b)-Ba^tOKx$rhWm?igri-;j+Wc-1ifb8_P5v9P`15>n+4Nc7EBzPFyrQ@
zIX8v8bpH@oHRN4DbTJ`^*tFE)`U*2}$;9@>>AS-d`_OL(vwG%4Bt_bss=whY-MKIl
z&I|}yXPk<5fwlTBgS8T?Atzt#5gfb4Hh4>Ln&DhQFo!}rh@BwtfM8|AbXc+bP8JSF
zDh`#!x^CX}r2P;kf}Yd1sjchOGBLT+qv3jXnvyU)eLZY40+#O(ufawRR|Chldd5PD
z$hFC6G+H^Xn#39)F+csjU8tr`4%w31P$n^Uwx<2*sheFr{Jk^6vMLpvk#!YZtcH1I
zhIvdS4Z3#N?S8GJx|-<Sc`5F0S+AS;%B|}RUMz^`{sAQj!L<G;Z(u9RJ#oSmq`{Ze
z0EC071O~iwY(`VIu{oaWFDzY>zI&<mrl4l&LvDw-r@&q<kLPm0ITxmYb4F<KSLzdG
zXIRUWvuE6^Y;W9G?zWZGa#~8!-Cx0iugUgT$Zj!Z4p*^Zx?O&>V=MI8Oc22XtxAND
z4d=$SKq57B@29euUNi{FsY8r6j<RiA5pL<uoK59&o*7nz+kxRSn7I_f%Qs6X;L>KF
zA3Sc8?P8TxC23)MY`CYIjCdC15ZI(rz&K=sbqqCru(c?yfMu=SdE0<x73J$ec1noe
z1f!^zMxQwx9J{eDc=z`=*3P}5p}|pCSJ!-#6!Vje3Czpk<FWaSxx`Y7IkdDi6`P#1
z$C%YU6%Vi^>-kj}eBbjvh0_Pyf|dr;xIz^>z;*qRAy_r_!xgqFd86f6^RZ*j9)WXJ
z#3=2LEXp+SIjuJ$afdvUx7%{Nz}}y46w(zMP1qgsd_Db*PtXf`bTa)6SF7hC*6<}=
zd5b=q2Xl-OrC61Z_JDliH-QU=au$$QfMlgbu7LH9EJ;R14Q$VD8b<ebVzxa7UJ|(Y
zUJ2bmo}Uut{L7Ta!*Vy)9mpOl9j>%4c|!iDSV;)4`uT-0hn99l)eir`JjL=D*wfss
z%*;jW8+<RLfY6CP#&>$?QS3&fsi^;S9o`)!*;c2bv~Pv8hdAv+TR^0~077Y*0p>_b
zCd0<DpjB8j;Y}EJ>|xmBmVa2~;5rSyn9I4l)~LTP8I#RovChO4fUQ9BnJ9}7iYBqP
z1<C|EHKSZb_6R2$k(S=pW>20!=Ee!qjl|LQ?%@2?HnPSyl)}rfL2LQ9jR@_HxavrG
zEIKe8x53p>!eLprpJR}@u%f0L*%_x7n4GoDy8r&^k{n!R*E#cNM_RZk)_G;w443rL
zk_ue!KwT@hzC%=(N+hZ3jU7Y8ZY$LrN_MF4Fi6QO@!}@mDZtnFw_E~KYHeC|^YQ-r
zs@|=LLS%<(e+^5m|K5s_KH6Y?hwu(+wAgbAYFfFTX_y3tCSNB}$i1RF?i__0H&W~8
zDGrReix610ADLv@3;)8xHphxH=_aW3OGo@Sd}fzm<i=LiJF-S?Bwh&Ls;F~Q71<Li
zV-|%;N=q_Gc4<C}4m!t+zj_aT79Yy1kfwG&(opv(xz@A!%Gw%Vly2@E#(%my!r=C(
z@SM3c)VrY1uf)W>$45%wZs7I|GJ>2~^uSgZauB{$Z*%HNMX!5y{_7g|kFSr|mxjt_
zMDsp3IihveWnWck>}ytHoF(2;$>V9_Y&;(|wUGwx*{o9dU%SQ}%NNSpzep{x890oE
zpE_J(><v#twyes%IR35#ZZE>gzbgN{<f^4_SZ`W=C9666T~%}gLd}L(`1=uGlg*!n
zk*CUetj1{mY5EG^Xw=yu;vBl34o=&>bf|ABxAe7yM784b5vx|84r~8*vIa>cYJYkM
z{2&~6Su`;ERkr_dk-YzB1-wi1F=N*C5XHG9-|cRUfpEM};FuX7)7Wpse_w^DWuN<4
zTJ#vGDH|J7nM^X8$x@SHd)ctVq81@7M^|7|de<!M>;800t{iTmdv!~Ha2i1r<x5=}
z4^5$d=H}TW<y#%*z_N1lsBWv$E>)%>ce;5Hqdh|M8kDS1pO|6hSKW9+I;it=51b9j
z^P#k~#}bHP{IG%S(a;OK+|PvcC;0c#L-XImlbbP}Qfx+Od0~EQyE<mk@^{tRbqNo!
zb?%2cB3jyM3w8Q~V>=s3c{%KYZXLhFIfO8KqXvv!UiN~aPNmUn*-K4yJmM58BU3~u
z1cjF=bwBdZAfA^MII?+uxYVF0hfvQx{mt&|&*VF0hRVkUhTX|o5}yQT<}{udG%~RX
z?2t)b7G3#7!Lc^;&3pIFb0KFi1a4!So*2qkpX|*ml6KJf$n5bqT2zCA2U{im*p*{W
zdV6|eyN3Np1XP}$&KyM;{yZh1B6@jBdZdI=yhPXUFvg=49t{K|Zj%3yoe;iFeufj9
zs+5x4i%U`-yVpMjs~PV6N%#gKL@$R}#xHn(!^UTHEY~h_t-|GpE%kUDreQ;>PiK)~
zpV(I0btCt)KApSkkCF!oQN`>D5ftJSTBr@|wlmrdv>F52)-8kgulul6t9<BnPi5bt
z$=O2%nu`NRmL^$#S{jEzClw)TP=-P^DBk(-?Xw3@VuN~ms^1@5l?*j{QK!&n|2jZA
zx;(9oD9O;|cNyE@j>i~ldq*4Vc?`)fyg8yoDbO{?594>D&eciaTCR2zD^0}p*>WO3
zkF34^AX{ycAG5}p?W0#!*fgG`>-rwy81MO57F5_yR^B;wJ;)<LZn*2jo}(8SCJ(}_
zjL6STEkL4I3XJ<F2~+EEkPoR(u}oOhT5*rhCzH{Yi~=(dWrB*qHZxLXyw`q7_-Dy@
zF*a3gZrVFKb_z?kHJwQfPhiM~zKDR?!9QnbYfyW8(~o=5-3dwb{<x1)z77V#G%AE5
z%$82{`t#~QIa1ztL0@&-1G}-0_ZjG$pyaZHdx7Kwac@3Is5hj6(%f;S7-hv9k>wyu
z`g2B>1n#fv{2KBN<-R;id2|=>1n}a701j$T^S<D;I8f1})yw9B*IPDG&&>9EK_i_S
zN^a^QYp`!A9xi4naX~i8p)qC3H2;nBL5_ZtnL78II&}relZwv@6~plIzt6ZBAi94f
zBKzwdnEnfW)nwsnPCdM{UeIZRML~(>w|TWODZV(_Z!unVGcc46_1SZ<UVra`L+M<8
zeo1!9vm;lni_tMivk+tS8{U9_@;qpvX0g_85oStla__p7`Lzo-MQ>B*ty2fM4(h@b
z8Z=8T46p!>7R8};REtt-Q?ynytD36@oQs2q5Qnf}V2tbWj97+qh#G4OzTiCcDw6-s
zuUBKmMKf5d^opM*qrlaTtYk1!IUq;u#hYp5pN_a1xb6JlQ%9wTTymZ3*15?ryz16p
zxh;cQ05JinyqP3LV%)hWbp@{woCEe2@M6Pfp=&*R?bE&h$uS3@UKYuwrK2%n1O1bf
zudY+;0hm`$E$nB7({q9-525XFsg14fz8bTWYyn~n+2WBee_Y#ri3KYBQsX9zkH+oq
zdl1(mrm&w`>N&4eVl(+j|7f0)lyqgA=kumlNy{=9@A-HJSjr9s>=Wjh%zE$?2$P)U
zDPU`JE`o}b4{i_r+vNE3IuF82kg$enUiW0pdh#Je0BVZVV6*zra{%<n)L9Imz&DaV
z+mCiTQ02{`G+7IIIpFr(7o}7khH#u&??;g&umcz}+Z-$`_4g+raNPSz-~e@>%zytk
zg1e%Dd1iUiQMse?K*95(CzYj1P@>&w+|DrQnZPd}Je^;YhsV2odVM+jTvr*&XFG?I
z=vsPrZ9`idp*oA11B<7}9TxgwDExZkxxabMyzvSEi2-itPvhXW^(K06JLXbWZ|w7j
zc@<ba1!z#z%qpwbzm?TAknQcN<NPrpE;Ri~dM|s$X%Jik+kwe8tX~Su;m}Xbfj0I=
zu3_}}sh2OG*50x6GD+Uu(nTn_4Fg!2WyV&T?FnPFrlpp{iy<MkO){-dTn~2C2Z&F(
zAkUf@UdAn9MoQP1C-};LV+Y8-s|7479U!e0UjaU-Y~UDRbh27DCY$GL-&VC8|1hjP
z&HI4a$M%=f6v{N?oU>#tvKw1A?A9in_=t%5&^k1l-*rw)NlI*d;jUIEBlnZIlr!nK
z8g8`W;*I1my~tqux_tlEmGRVp8Hft!rM*qtje*Oj^7!s4ImfdHyKcDp)omIb&MtLa
z8urf0O~RtusY2PZq*iM{|H>x-iP8>sOh5&JJrWj$80T)6@@j20L0JxXBEr=VV2*7&
zA*gC0ICEO5FMucgXG9&n7sNjP(?;EezRth1Um$5w=>Gc)_lPtl-_aDJ^d3-c%c&}3
z^N#}PfTv#`H-6a*z3A1(U|I;s%6K_NtxdCF2dJZ%0=u1bn^ClaWa<Z3ABKpCk^Ln?
zk}7}(Hwo9&@uFM&M0h)}=ReB+zNbzcJGQ|oiF9(FIk<c$LCh7K{phmnOZ#lP-EnfV
zC-Ocgr8eyFsMaU?%EvAR7(lN1Msqw5?HDnXC+y);yVKBeytDcrLCtp?#_Ni5$Tm_f
z_|TAIrADb8(xPaG1J%ZW*b0D>?@AM;AdP2i(^rxsf7Dfp>|a+^RJxn7zHPKH{E0Ql
z#Y}Lezoh_I^G;n1>FbMAw$E=opfmWVHmmW(KsLz@dwHR>wUJSXo&P|V&-=ZKO%Js^
z1FDb14-CsNcuN(2cshcw&9HJ0i=gGZ)wH){8YuggX>HJa#@iZ9L)d!8E7B<h=h}pg
zW#O2$Mv;y677nfh0|Ts)jxbV;Z`)~5Qu|5vhmMHUu&bX5F?e-y@lI4g<+y!eVJ5+3
z2y{HG5pqJQ)g#sF^v9%mosL!6E9vdATaWWpWe>%h+~53aoaN4MAPhxdj$DXs;j}6A
zGvg4S*UY7Gdp^K8<Glcu@)o05YYHeK0YL;3?+s{I(#gkp?tjr-$$nw}E6v<J!*+;g
zj6IW{IF_7?6R*N9EJBTsjn<QzovI$5E{&Ul1zt&l+or-_ChVnU^+E`gL5F{c4L#TA
zx5XEkmMjX6-Fj@zrev)e-_YAFL$NJ1!nv+}=&h&rN%mh|dG4<@nau+yIu~%pwRQv(
zg7AuD$$wwSDPjg$<_OBK3B*b3=qlg-4UyVs+{%p46y8*#5Q+`Ny~uA;3r~ZmRLzCX
z5vFV78=U4nNsWDre-W%&vf4J9z+JLGDPy~(LY`D-v}{pCcP;GId^Wf*7*t~a(FY?m
zLFwi5GPOUijYIR7;kwI!r?OxuzLyxK2`}uGD*J`{n&dnt7!WHP8#I%_uuR|nd2t6L
z<~0N))kO;zNVNAn^sI^xJKSN{Le|yM6SL#)6s1^WZYSp!*<k?MJ;?-4L8$_U!S}Bw
zlt2pr{sYKU1H0yjS&^7o-T5Kf`qi9;B0oX<Ao3C-L!N5Y<X()W8D3DL^zLA$0zeRa
zxe(rd>5NQs8d=qrV!G~(IO9Kmo>SriSV}big#S6_81!S^s;FM0`Y>C>2UXxmf)0rP
z?BWO(v3yCq;uelR!Lc&hw>h9ko4kU7XY83zWN#M&CIG-$-=Lv{5Es&OGtS4~_Io|_
zj;zEFm8~8*!0oXCG?VuCwj7X7AQZm6EmUB7@oCu7_~fG3DPk04Ns<cwUG^L=UE5#~
z5_f};2vN7waZtgc1T+yyFYxkd5|r?2JyNu|&OvfK`R!BF#FRtNEOTvr2C&T09@mbc
zu3||qi{fLNi)xr_3O;iTlMQfzezB9~t`FtQWd`gn(=l}GmjCF}{S$Lel}9$++i>_f
zW_R2U@8<%qWPi!cF@NtvmXRoMcX#W-0ZW~^s6?^e3oh<Hb6{d$`P3<PZQ?~?041z=
zpf&)0R~iR-8WCyRqosyvAc3Wi--me(L@k=!CX09A#p`EzabOZ$Fh}ZKeLlQqbfs5t
zEK_=cKC#?G1X{?Pc*I%|87Dc>N!n6CVnTMoQUc}#9L@MHAqo;gb{DD()nwiM^8R0)
z8N`!KS?-eKz3(4qA1_+KEwdmTCy%pm$+#TIp-HLOI)e)$j@b#4ry-1Vu!<t6T96q>
zm%{9frgK5l$n&Y~H97tti*o)*82`M!G~i-dSLTb_an}k1{;2d!8sJ=a83V)l&(94f
zJk08F$Ym>u8s@EugZRn&gR0=4sr)kSDs;mRf~6{bZ>b0=-?a26m9i-hRV_z@S4f4r
z)oDB(?7O~Hv0+4e5q*HIT@%Dic4(?KRDc4;Vk^keoB)pm?(4_9TBn)(<FtsaR1;op
zXkw3!4PeOVyMIlM5<7R)2k5!y+E(2tN<hRZ7u;#hcwV%_TFHleQH5y#=qhjs%Vya$
zhF7J46-isP{2GW%WBF==GV7f2h1dX5<j{cuC5yBay)vb=oCMCTfhpMDf2dSZc_(M}
z)s^l3Qe2N{B??zjPoJ14Je9OYe8*6MmLcCGCW6j?1!4*JLL{8GP*5A@KG8S%91~!N
z?0rm+AFDBt$O69=Zo%j8A)ITAl8fgC!mtOxqXB_|z8nqI640HR6mv|eC4ejFjRpb*
zyQDo1W@_<@7S+<q)<+61w)tMprzbX4ZSPo=2YymM_3`7!wcHi@WVqqH8YXQv(*URy
zqNWaa=0k+R0tSSjBkRWipzYR3d`L&ufXFdM0V@JN?8hszR-2(s0JPOl%*(xaQgo2;
zM4!$V_3&SCH{h-HnnEc#U_}bvz@q|R_+#Uoa#N;i@tXT!bWlgMU2N(Gz}({5jDS(u
zp2jry;~c{-c7LFbv)qP??7F4Zw8`PG!o8suLn^dyt3&3wS$EAvs>IydC%mb<N=P{O
zgh_gfspsK;vr%@cfE9Cmv<`+hUjj)ers&VFxdBPTs+UGzY`xOE0!U{j(;2`l0NO;r
zLE-JiXM3xAm8`i8kEP1|Qlsy%VL$zT-Bxo>ueYPr;^o(hjWfm+`9@G~vM8P_GmV&|
zc7cU&`Y>0YxDTXGld6d+FAum_6XK>o|EvgwkrJ}<t%`)kO}945XucYX<Gh)k?Zfa`
zhX!C4QL}j+-BZ|oMf;2jPc@KqkFMG=w!OT1)bhVy5P8$AtPzARO%Z&vZ?0Fm)nk{$
z5K^kMpOQN6#+xh$@fuX<H0)@08=+P<H#eswC6xfLrDxj#P`rgu-SbO3Vdnw@_7=+%
z%0TNf+}GdlMSI~nhBnD;4pp*oq1{W6Bb%NZcu?J=995nhWa#=$p;*qmze@t#+4ZyC
z*<SPnjPNby$viu|%@^n8BrU3M1l-r~*e`_<!2F&cCYcl1PhN#69!P(!s22wbvLN7j
zLXm~p={o_%%)XIHE)Ap;kF_zfncH`qz0w6o?)>j<g1AYAX+6q9hzaw8Pe<|_FAH4q
zG`Q|3w*~JwSnO?1;44&Y+KL5c4s1PvB|fvP{iWjt`_d=L&`#3~Q39;u1FSNfUh&`G
z78JJZaCvIRnW8-5(TiOsy5xkthbMR$fI?2A#Akmke8Z;if*}9ZGul#8Q!9~3WQygc
zzBlTzFhG3+KuaQCn|n$Qc=BJ$w7%uanJd$B+83bVL4nWJa#_uYfx!|5C~vg%_vh+4
z?a<a{=dP=~=&o0LMl;PNJ@@bpp8&%RmG9(<ox^_RUFT?IQ__3cCgo)7l*Fv#Y-P$h
z-6u6~V0NktX7R_6hz?T19k-mLyVGaLyZ3RFwS`5LvTe=_PLF4IMH4mmKc1T80IVE}
zQ44FWfZ@l>M~bSXU2W(Z+5?~KT*?|Za75J~0_Of^URWx~LjhAX)9HWtlCQiu9Ps|n
zdukN={de4dY!uauz!W$t#&{j_*0rb+LPk2gh1n%%Pv!9q9t~C+)H0>4PombkOM>mw
z?QQCriK~(_p0VKrsRR5o9cb~a)2WJLO`gT~54*HHjo}|ye#=4Hp6|>&-OB0mdo$Q8
z5_AA0s0##QB|)nDMx3HrIF@1OU2j$o=LE-o^e?(0=`-3DWn*Mi9*^ziv*Y}_R|Jpe
z?XulT3|cXj>DLeUwUs&MQL{w6xxc|{2EEa>oI7|_K${p)nO&U7tObSPR7wpFy0o62
zj3IDhh_~sBDW%j(dj4>g@8{StCM_+V9K`2cs$yi;9l)mA;6$~keBa&SD1Prc?#IlG
zn9aHU&1!x;zahhCo&L()NPDb;PTk4ylDDkkYFAI_knObb{fZ|1x6unLS%gx$r#tz>
zhm!>b1vFG(-Z(Bh%Qrd3@52KPZ(Ck~{HdY0fxO)6rpTUH?CG9Zgt44lT95VmWuSUG
z!v7rLYL!*iHeRIa(%0lf>QBb7T+E1A{+M}qLAG*6^?udn3Udc65|uE&#yx0oQ^+Pr
zA=b>>9L|3KS0JH%yU##YF58T{!MADeVNB+wlE8{A3tb7-kvs=;g|>kp7MD4;ncAHW
zamC!Q5{)K^D_*L%J<UztqCoGqrbB<am|L53orHU~iLK5fdj&^3-83{jt2Eo!yuaPQ
zIo1345sR=?d4-BZ2mcSTc-98)M~A?gTim*izQNTEtta-W>{!Q7rSs@KYn}8?O^J~*
z`=gd~>_9>Nkta(YDUQFGM-b;FJMjAA)q|K8L6UR9kDT(U>G>%3_54b-X*%0vkSBI}
z*}$0e1vcCT$GG3hK<68uR`VbE18$Gy-xrT<$w4Kyaz;`c4mqcvcp}%)wqtbhVpWZB
zvGg+o8%gi6McoQ&<R>^2UwGPWSsnb*3$B4IE3`+OUxSWc27-DJegYlmU)8`L>(St~
zcn(ks$Bc+4p7(qrIfVAtr#kk?uO#_j=`F+}%h3IX)iK9LpO)Uz`}_yn<8O}oXy21K
z8;k04)~8Ep*#^aN-GR1D{3|P>&Owy3uN~_;5_Qd+nG-nDs@XqinAbn-5PggeKTUR@
zXJa7|2-mq!49a^$<BcQHTat_Pn7hgDpJ`XG7CI2R7ArV7h;XD8w$~KzFB^y|srie{
z_yiAXj2+=B_8Slb-W{+!ziW*ygU7NA4_VuFu8BwHW}Tl?dRdi_A-&uO;2Saw!r%V*
zi-e@N`62!+1-<J3(A(399ROzs$>5&Xh#D?n=64(WbdD@+>AkBYT-uX|3`!iVbS-!F
z95h4wf3z5g-=Y916Iz39TC&0cEt3i)tx&y<t022+YZL?e(gqyl9|}O|dhLVz-kDq)
zA&?yhM0r)7#CmYAOP97xF!ae2!W>eVy)dY{uL01KCoPTHNsJzp@k+JO#fVb4Y%ie8
zQJ8RBlT|d5<0z1+iJkK+4`R#-Syx|e1Yz96Ev;ohZd8C0-=S~97Y3j#uFqx)6*8+%
z2H=RU94KG_s5evRJwRNmdQxulZ^n9!Lke1|0@NAs?cBT00CY}cF35_uX<^<4{})t~
zuYiDIFC<`?km*9&?a3?@6m}bB+cL`x@<#uvGp#h=&Muse0Xt2R1H?CgA)CQ5e6u8o
zJbULtln{kcdgo}o0|>Rw`Y8b;^^+j?HTnV@LSGKnFp>MZ;BYxWk9N524UnHN(Rd5}
z?Ydw4TXKI4m|JasMZU-}caHm#C_M**6rd_TF-02T<pqg<0RRGKzB+(e{!NO_{-S_N
zMj)`UvGPh%A)K?Jihv$;I116z=(k$m#%U%%M5dq+Ap4);z9H7db|<6)7O(k|Fj67Z
zWkMwm)iyKGxbLD4s$bwk==oo}3m||*2xyl@CPkHAx`JXD35wyVDj3wnQ@9w^NFZRy
ze`(ht#eacS;(owz?wyi`+DQnCG<#5_O^WEDH<&_^rji1IJRaiUk=v(0j-PJSFInJs
zA-!1-AJVMPAoTx#d=%>3>VZU;uI`H(nOEy&L;R@E{?za|QWSkok{vtxuD_yGyM_CA
zOFS;4iH3B&(3P-G``nla4diE$K#n+h(6d{tHJ0q+mSL!=fiN)0;e?5|ZT*|<N+vIe
zr{|d}TL7d^Wx^p$mBv3f97KZ{WB%m~@63@jq@igQVEQ8V?H<_KpRwasWniA`5hh=R
z(tC)I>zeDTLOA0oG4@<;TX$mb6`8Y=pdVwgV5L+jp`6T9XPTrsRTyb_xJg{b?)?>C
ztC;exl!NOn-Q6*WxP30Hx808A51OPw%y_<5-z4JnTje>F<~tyX``QKZ9gCXq0u%nY
z0AOF%rW1IS0F%a!JTTl8*s(h#Iy&{-2itNJtv?|JhvI>UmL2rX`8cR{h59rmAZqci
zS8EptG~Yg|7ab89NJ{Z1L5$ldy9!Hb44+=fte8@*Kt?WbOp-`-ed3KtKtkY+Q}R>G
z+w%zSQUe)!@UjIxywl$iD-+8nWZ4s8#DW3<Y^BLmc+v-f(rgIJcN=t<ZyRWTEy7<T
z2u?Eq5rMZ;VgQALq{z21&JU4P<V)T@vH*Dx`+77eaz+;tq&|R3-q~JdQ`=Z}1ij$&
z$M#M&OT)1A*JJ$u!DE_Ia3%YE?QxzSE{>)yQWl#uJN_z1IS2lrfS%>02v(y}IGg-#
z(4IBw=VZOj(`R~**OY`CLW;gT!;05TBDo?=_A0bgzSX1!JmK)|J*v1D`-u&<FCK(j
zU+OmtLj&ahh``l?RKp{^q&+G&d#qU9e8V=hF}xz-^wr1Yqw~z?d_(I_K%|0@xHcJ+
z%hmE9s#igsowx25y2&jn#{0u>0ZF`JW$<XZui@xtc+8aA+!`~kub_#%r!MKkJ80ut
zxV~9SLD5~RbEHqXDBI7l7KUHbzImkxh4ZLwYf#=m<8snvxNBC!b%Fz#<LjOe_=~u&
z{`rWLQ<CS^m=1D4LcN=9({azFWdkGPWaY5YfVOkF54pY{vKf1P%AZS7ol_f83;U=W
zCG?3w{a^Pnc>yCY7OUt$%?Q7B|K#D4um(+vrs?`+;KwO8j*j!v@yR54zhjr=e9z|D
zu}-JO=ZT+MzF63cw|OcePf#@9swJR2VLDB7`5}<1rLF@`Y%L(yrVg+z`3}G>hcl-E
zJ%as#IH?6%fH{f&8o2>p^_{pn#Sl)U5R&HrJE0Dq|D|JXdfS;Gu6_;iNX%`(P9%R}
zCj@osG}*_$Uj%^WfPMek0Xe;+YNj6oj#Q}=pqgg{s3rqo#K*&mRCQfPLlG&5oHfva
z_jlKc8x_9#Ed?~FOk!4XmnPd4rrSF7M!SG&YGMy3GedI9Scrm6J}c{2?+f&dz~K=e
zZW6ko_maW3K_<e{+6duxjX<gilm$E9eWD=~^!1#=w8<;A`nARv)&338Cm++F+-2yw
zvDWGJca_LY4l@hk*z6o^k10{>3<HT;sSpxxKiFrHl0U|J72@fq6yS60CoU6;7fd14
z&<9giTSqZPmVv$oegP^v8bUg=Oty}F7DlHWxv@At@346CVi?}%Axzf}Gm_PlI`+=a
z(RAC{Rb^J6#^6Q*$-@ksXxi}uD--1Y6Pe!ze^*-OdtI_7_F<Fup0LUV#^#ovlLT6Z
z8PMu<Qw0pl1eY+Ga)J#^wKL~5Eq3&n!vHYebG~fWE$o<8(7kiv&8otHmH*k2gleYp
zzQaHtUb@e>^+kF6yM$Z4k$g(e4?y_o_W)|bgD8Q?Y!g{#@8R<Jl;#6h+RDwhwOPx`
z<<vF1)@3<}{u^r+#EYp`T!`+RO1zWklD?_9vN{R0>-qAO+@geD>?YreQpeF<Kk?F2
zcd`GGf?M`Jt2mN(LZh4w5uc%+^`{154V_$5aqA)JxLVkm1sN8)ZgXm~fcVQAXr^s!
zY?$Hee~4@gwtv~fmiGcJz$BB6#M%(HeAci;U2Qggc-A_(a$MhNfbc4?4X9_trrH$i
z|AMq#)-f^1#=F>+iq-?g5y~3A`)Y5|*XPQc>BZq}ReHwdvStv0Cl=@edOP83Se@D?
zkarn`olXnf7~X^U@YK{?B_ef+g$}9lisp^%(SaL6Q^a_k!fD(7^pVF&%7q@GW(z7E
z>m;zw&BuB*mtTyq-8tEX4C<aQc=e3K@S!^RShx2k!nZa5p;!ajsFDi@9iEK@6F83(
zT+d_Y)-XF(HUN1MZ!j{*FRut;zhd+4INv9`)tr*1x>;uM64NS?sWx1Qg8?AGTF{kZ
zKc%n^@tjmxCr!zdW)Mf;e+I<kFuV%daTYeCuWUq>ZxtJ7jw!0{{k1DOjlem~dj7-a
zm|tHBqoAD_ha0*fR&hhO{*iP0$?`ZIa*DUhuURgX3V&hCf56u`oQ>C3IAB~n3S{0^
z4&OFV-VHnpWf#g@|CPc|F|eSSSOFVJFiQjtNmbzsd0LdJtB1ouW1gN8Xzkl*mHRJb
zRtCy%kA544rik`BcKeBj_Ym6(4E)@q3wqyLwFNK#P&F~K?VX!d{c+I3xf^s>g6!XV
zZL(5&(^AlyH@dw;RX%?=IsOU=jbZ+kcGXSc81JUNhWj&~br@2CGhV-JL4D!Ihyeb$
zWox}_SpJJwx3qIwRk#e(w321W<?+<rfGC|J^BDIEfb#v`BN=~?V8?>~cu>?=AwX3R
zGJf?A&^ry4@=*RTVe6$J(G^hpz@_V=DxyPII9)ag+5n}<H;9wne1#u@90CkZ76t;q
z9ZZLbUR0>OpN=9-=`=v-@o>k1ZpEriH$=rVvur+9@S}f{Do@>MNT)JIt0qw;ebcgr
zgyEZkWZn0syv>Jg%|kr_T0hC#rySoj^D!YRwPm)IvB%%g&&n4rWR9&@ddN=t0Z%m3
zp?@XLz~!Xc<K7pJ)x9k8aEYw8`GgIM{I$^X?bVvY(@3`86&B9lo0fpKdUW*iu+)?P
z`kLP>$o2sgv#ie?-O<DajCTnQTO#=taRNExuisMOFOG*rxbwS@#^V%@j;g5~_;1|B
z8X-!IlJ-C?Mo;EHO_4zJ%ED#ako=onDl)h1WR3CMd4#M==Y<&-1uje6ZJoNf<DYyb
zlE{)?!S<?#%Q`)P7`?cv>OhaUc1hvrpUJH`8AU)s@1+IOmjgVDZ?jpDe?jT@<>=+}
z^&N&Wi2m5>mZcl5KBJ^`vR@Wg%P0hpdAY~Fj+>BJ6RkxW8m?-IlW={>?p`p}D{C>S
zApNG)m`Lp=A*83*@62V?$|brMmpJCssjI77flAvy&Vm+Lbi?L`#>xw^Z=X$RT}T_E
zaASt5FPz^W@y$CZ3&eGxMOvUxo#pv3Mtz~RE4!+Y*ereq3p(G=B_U3qPN&h_*m~80
zbSr9af4ZlFF0nbx*_UqNE_+X5#4tpg$nXch`#9tYKVAFCkXUH|`mPcIAqP#+faJE*
ztKVs*KjiEH!bYGwM$lZ%M|*L;gzNr%OoNB{cB&D#?dUagux#gFST?ABfRdZ*X71-5
zVJ6RQ`gl1vUsA8U2Vf;fPox0VnrFLl`$N#=E<6G435vMsJNxAkP3c7&jS96v8U3hq
z!9tZ*wx~fSkeU%{K!z5kG}#{lQTRU!b4GI*D9sSfLf0;TcbS~cw<?>9Z9YMoX8Og@
zbby{zUk4BQ7d!#V0^l3~4mjy1!9$i+BK=dmdc3uziyftk96eleR~TB-42BQ8Y~E%B
z)Th)5J@duy*9B8>4HTmQkZVFr87n6#+Ygro7nM52E5=>6S9Jg_-%DmsIt88qq_B1B
z$@xP!&E$jLrQ8c}3^-{@I$s{tE>RI}{oZx+%+8UY?9Q^vjgm^O<7~$Wu$<a^Y|C-B
z^goS9og=|vJN@!uZ-`C}db1B+==%BflXXfD-vE`s`o`akK=F8A(1HSCtp9eI2-ar@
zcB4Ce!)XJ9Oyv9D@5Jy58dh`MdI^<%4yoDxJ!FKdSXNWYLZ`>F&E*?|WB*vKZ}R)I
z!6<;<u9!2~kMV;iXO9K38W)!LEv1O9e1IL*yx9<YFw{brAtTn-$^wd9_;}vVAjLEA
znxUkiV{o1L)*vG{54K#<i@5>?cBHb6d8%iTq($S{sQ)<S0$^nu+z6xHzWZnh6u%SJ
z$`-!wEfYVp44gP_L?tI!Z@4qxI69&Zg5oBG8dm9+UISPZ%B7m0auNjhVy8lO3e$_#
zm>U+07%<FCQgHb@q7=-G7&peQe@@uhQWa(uvPpB`U^!~!A>L0E8Vmrq)A>2!7)X7N
zpKQ~phsUWoRmEG+?{?4mB$`J_2uUd@XtfU<?dod=94it>^=*YsSC;+j#!VmrKt4&8
zJnlWlI->+XUml;DFsUip6%eutbZ9sf9}{ED?F^Apex5LP+d%wTL$3r2)zz2B32eWv
zNMk<tC+opb4!aS<Y>-_@e&<4dL51G+fqv4*<gL^J`4@IxBOZ})!|AKYf4p4>YqjtI
zoOte>z<M(aGd@L_^Zv1stAK(Y5?$ucZLX7Kx3zU*Ma2Sv!)*d14^WDq^Lh*UVYNOT
zWm0JE$Id0bBli4dec8{a6$gAj^hKTOgJ`b-O2*@A<*e=iY^C1WY=6>0_x(f1dqT2P
zebF&`R4?>apBr3{%Pk*E;UmH%{Fw-2J+2F4$7g+FL*ky$jD3%f1FkQtx}hfy7g`=g
z>Z}eZcC_<*jKI{qF>#kU73SuWed|ev+_q*mVry<?`oZ;$v~jHj9oi)NYUGwb_TE2x
zW1_kP8pexr&?TNT4VTjzpTlMw1sbz}{CZ_cT0vV&c8i9zLzaYBK&80Muqh;O<a6TU
zvc3X9Tzi}7v4FJ>kMGi*yuB@Ox<ju;wP_!HxP{e7cS=%!v#Jm$%-!BSJn2>jTVAs`
z%VOE?$T4l5(G|mix??ZbDS_Y6<B(UnB-)^GyZsf)(}r=I0!i&RnranfT<;7&QrFb9
za3>xZZ=#P{^A6Q&<XdGdJ%Gqc)T3~7**dpcE7$4s2MTs46Kz_kgU0Q&(F$E}?mCZ!
z@-~~t+&na~Wr*aI{B|L1dsR^2?xl)0<DH{Yp(~_0QGa&x*6qK4+b{A}XT-ubKIa+s
z#{8P7O;(2rcI)Pz(j7e%Oh`%|81Al=W$af#F-+M(IxJUY<(fMvD$!9<ZW-zNVU%e&
z|MOpje8arQCH;K=jTxX-K8*K>4!?`4cK+<ulYM~us*v~6dQVm(-I%Y-X6;pT$8_%0
z$?LWvy)P(|T3PtgasT~KfwrqP&z~O;ATcV`G=|59Q~icc5*r=`7HjBoQ&RmYtF<Zl
z!~N`W4#qBQ1LN}zZ%OW`jU>AHj1Q$TrtnEd;N`vu7_ZjbLz2QLdT8%7S9JitLCU(6
z1a};@4VNQ%q;rp5KEv8aG{{cp!UsOEH)X$B_i*BCbJ`muv)dmtS$EjRS-nen9~TW)
z^E7whnpESgTovU5<53-+idO>gv;y-nL{jTms)cLcO(|{KpJeJj175&dlfDaiM5||(
z>4l?J=?y#9(F0>wYmSf|{GKgfu!90F%2FOh7i6Egnu<y#9f*aO-r}OjT31{m`m_3n
zLbK2HYH0VbQEu4ce-FVuSdg8jL~^G!x`mUq%T(}{Y`Pn9X>;XgYT^0T@!mxK$qsRO
zCwkrpDs8}kxljJ>QX>3VtGh30ZMFUJrA{VZx@ma1w0o&Q?b;P>qkKlz!B+xH*P+rb
zsJ|1IiPWz~is-%?ZO%d*wmVJNb^zUhaCk2$Eqp<Hdg=;@&dvb?G$K+6-Dy32oCTay
zaeDiL4yi+6q^=71*Okz}E>fmhV-6;Fd|$f>FZ8HZrV;AoCt3GR+fCjJdyyrMHk_W2
z8VX>DDd=I^)UgGCc1g|bUx%%X5za1`^S{w`D_XYG=I_S2@!XB#+VP57ES3rlh1miJ
z3hy?*rQ5rVJAEn_Pj!=jKdeskajxhTFE(4$RdPbtInEB6KeW6O$SU`V8^zNHJZpSK
zkYoppZSFb!Qnjk>YwA;JKZz$37&)TgVoKZ68c@cr@}ri*Ikn+t2MX0Y<eAY*C$
z0^NQ^SifXO7gK1x+3!s-Ms0bhmp-*Qdn5UsU{T7uTwY6hIqZgLV8m<*uK+H#xK=+%
zN=_Yn2_JV$UO%d%g593s+%mU3s87ORDpu_IS>o{JS-0yWZUEw^JO$?u*7T{wDzK{L
zVnE1mfEAcn(o_@I_fzCAPkCBDNUgT<D-w1ritUT6eOnp{_aj(Q8xN9S7f9%{*Me5I
z*^^&EL=>^J+d!hU`zTqr?W;`Pi4#u;vtU4j_%HtXW&74I(^w4L2ihd!xk~_T0sjs+
z@}>Cvay}3z_9&#G8m!b$3XC6^Xk~{))U%jyflT~W6>B(G$g9U{s$2I5+0ewmFA(67
z>iQCPnSm@If5n1S{Ku*97gGl8mOS2>*AI@u3DELC&f5jY5tXqcu=li5A*bKo5OAEJ
z1diBu3PW9>FmkWyzDF6(7t>|j9xxwL(Yi0`nHc=@gA{7Y<nPsYDF&S$94<89!^+A2
zTxwKNY`iGLqS+XRY(A9dAoi`K_Q%_G*W8_SG8;84Z`huSP8p-Ktv)okjpil|cvGF*
zkAw`1^pgCg0m--Xm(BNGy$5lJ5}7SrZcKU6a$5Rw%Z_*Uu-2&GzjlB_+RN|cy@K;N
z2hPI^JI(@<54BITmPLZ?wRl$#(>+<qAuR;u%iO7%0FWMG25|n>aG-`M<hy7lP8wi5
z^S?u+et}fJEOa$Uly9q3-Bp2@1<VSXnB)ZsVFXt39rFckkE;<4WbpcaAd{PD(Vj`p
zOxERs%XZmzag9MkN+F=Lhxh-0WBPVb<bqsa?<rP6psT3o!LQl-^!*k3C427#_MYL$
z8vybXCoquh=l1^1f&3$XA@&RHPHl4S4egIKQ*NlWPUlK_<+6SNPy=h2Y^2Mw|KFYe
zAMX7BtE-R<uVI!po2;B*UwaeJ@I(Km!)h*D7TN$&!T)!sY7rD4=k@kK=pBKXgq?-g
zcRf1DOFs0hv)O5?9_Rpr9d1g%UzF~9+(_`L+%MZ2Z3N#A&B>91x|G3HR{9l7w*WBf
zS3X7Z|MqqIe|4z;>)*a2s^9px|2>eOBv}79Zb$~6QBB@LN;gwjdGR{sX>KH(b#E2<
zG?+-aleOX*$envig=fXarm_z+x_-5sIuYoQ;2&gwAkyi`FNJ!Ju&yR`F7}Bd>QdlR
zV`F3UjS)aDpToLNEId7kCoYQ5+bSvthMzqAr8EE}1;oE%pk`*E7W;WV3f;^-eb68y
zonOjiz!VtuL(njs&WSm(lYNOl&JjVvfw{8-lAlV<8vC1u3j5NfY06C_m;R8|-2%z&
z<aXa#8+4xhGC5~WHZDk(^v{|<w7LGN0@97E=NPJay^a+64>Zlmb@rX+q{Sl+8(=xX
zYdkghS85H0D-Q)qgP8<J3Qqx^Nn;80LLX*-q3P`1FaCx47Y*Al?ZLD*@6Zp>OZm<I
zQm}{f!X65=0AEzXh<~7AL%(LQP@=lV8&W;W|4QNu75y^LASJ=je`$&mi@kc@JS#nK
zh$y1j)R=`AVBJ99&^eSoQ4s;Jo$A0r2tvK%<b47YFs28~|M_Ac1=9kS3l~=x=C#^4
z-p7*k3QBL?KPaB--P#Wxng~g?rtST=S@ln^6SddD9jidjZ?h(yYuNI5FZpQHb<kVg
zmBH6cci>gKg(x{X6goc1%It0lQ|c7`qQ9CDN6xzW7=jXo(^<1WU?BQ|2IvM?WA#Pd
z$o^D$H)c}hQLaan=$Zq1`vE!r^P_><`GKTt`kQ{o%2FgKi3yF-p6MF-)V_C{Zu}9V
zG>*!S^l970H579n)P3@@4rV8T{4q@qCP$k4dXv_uy1eKRcf*zIq3%I&F6hPwonl||
zx9@uqtlq>e-LaY@ErfjD=<a6Yh7Q3rw+I)W5epr4e*WN*_1v1Q_dp^SkpkWsfKLM5
z`gg3-N})z^Sy@Bvq1p*wqGi-}`}vWLc-Hk3ShAa}S?eV*0OJr)ZNzZQA*engC2-^d
zaJ@z5VVIqTU9vItiXXOk_Q*-aVmehqJB^v`oeF>6!YId_BBiT$t5Y_}x;ZG2hT%$0
zLWbQg<BJK}u7?84Ka|6eeMjh<Ht~jiD|}qCT2hu)L`O3hbBwpCtDDiIpC1X}hc3Yc
z)wO$LtY{$80C^JeM4xOd_?3X$s6Bn4(wlL&Kr;z)a>`^Sba)nk_Al*&4CCYg=r_pm
z3Y{cub-4vjsY%$9Dip&O0Z*`-&@&WV@wi&s03Lb&JJ;1hlHv<@G9fgdGOS+izLXT8
zARF28=uUtiTqDI3fk_QG5iX~RZB@~RhIeV1rNt*bW6)%PADzf`ty<^l<7!<?(RCD)
zH1ePK$_Mfji~KB%Z2PmGHlC<8^;E8w^ddg^TL#3fyWjivpm=I{Rvc&#ktM3t_$@|q
zJolRqfu<Q^bdcQ%c0jj0LWX#9Y1kn7{lom5uep1oO4Tg+3e?p6L>GXIAMJ1oCB_~J
zwP4%r#0=s}Gj(w}PG#odU`lqy)bQvpWT=JvsgPD?b8aN|qTDvt5!dsY$>GEX$&lS_
zsvVJjzBxOpp;>GP!A;E?-VVXoIbC-w1}<kEYYPpkx6x)l&~<gWef9j?d+9!(@-JQL
zmpro+G|mWmSC|E&c4!%Vy*Da^yVLMKk5;FdA+^G6xmf|?`4TY7jo@(!K(1hd8gtc|
z%>eQ-of%~M@-C(sFK+Ea21v7SSC7A@Dx|vkQlok<w`8XQ6oUhZ`iUz$X`{gKkk~t5
zigZkp_>6dJL6&5ke6CJ@w3zPbtrA7@GkeLtQrmF2>10<<k_sk1Zw-?KMyjhPuFn7l
z4VqS5&uT(bXN+<t^;B;G$yfm<7aYFQhfDe0{!&$54z*{;T_CG_;O*;6YA*_LZOS-R
zk1cG!q2vOl0zC^9hasQue<ckDbZ?kyr-6+1vi;(kET9<!H_FY;EsfCsmU{<uM<OI3
z%LRfL^$wuAv^PkXiAOhO5$$bUQUB@+?O6e1pw>Mv1-{J*=)kA$Ii?0kY0Z~SijS2>
zPhRdk5Z|e(uHyi+!%Sg9>dTT1b!wL0R<+K2dSl2yT<f3ae0U?<dmf<DE}t1@YcgE`
zU!{^|I%?|k`8;2C#ai4BFlQLA&@YQ7zn~q$O^{YC8chWb?|{<M91O*ou=Z(+bTBUh
ziH(em?6XU415Q^GjH|#rvea$AFg{eSN;0#sGvg&nP>iBfvLuzv8^K^Jw^H~f7EAqu
zKH2m}{{!4Yf7E^p_}1dK#%S#B;q0cH>HdLECC^T5)F?>RSq67{RcNSCbIE<B^Bd$`
zPPnw)Ns@VL#{8s*#}kV~J$38&g#~Itgv9mIs7s&r?XsNn?6=jLn=-;*)?JfcyFkQ#
z$#3(7gyR0QX^yJYm1Q~|27llFJ9yrqyT|L6A6mOEK3Knf&U}gAto~Li4}USQZQ+G^
zVK0p=4KB_b>XYT&;?XM}J^=sobnG5G5V2N^Pm86IiE4F)v{<d7!|R7gXulv&zsfj%
zzqzVi-<6ffr=-CaPtW>il!}d%OB~e4D=zoxi=R<bafI+!&0Knq&E7k4J9u^4vVR)$
z6iCa4S@eXQK`C~^UuiZ~HVCq>DuM8%SIDt-=p=)Ey2IB!+O08O$Sr)llD>KXv6paH
zA?Rdi-lq}_ey0t?lN692l=k}18qLP|IDdLUK+iu%+6N8Wd=vscwlqmE_LUX4gj*Ec
zs0wIJAtwBRQy4YvIcM&AX|cvxh5R^vXswdNSh7E&p1f~#5vPF63*pwK((_iYA$p?S
zn0IVH-9``?*nGGwD+;IQRjx4d(lxyfN&B2E*7^K!?E~go58hRV?;G*uk$EEtQbw`-
z`e7QzouBmqj?LC{_o!}l=(B}gB)B|4>-uM-wLG7YT(Ff1mL>D?DKD-nlv=!fp8WU{
zuQ!X?B8}m5VY>95dwkXfu0!0jC-H>@mN&cZYEZQFPSTJ9q2!ZWvN7(A&HridJHwi6
zwsuiLDM}Fm5drDa#X^-50Wnks1StUvy?3O9NJNn?ARyABG?6Nu(3C15Bm&YQ(j@dw
zXd!2KU)lTH`#aw`|IT%t>)QMx$&_bi)~vPed(E?EC;#03mxQ{hG2gZ2=i9~b@(YS%
z5&K=<>i6^24D)A}%<g>>+RXV*8j+tF?xA)XGFN!oL0pJ>LM>KSIiWx*oT*xrBoZd5
z7al_E;dU>orxK!A+?t#@B)j1O{qJAA`8j)w1HPgqh3HC?gAaUf-RokiMjx<E$D+TV
z>Ug`NW-W$!TfE+;;Eul}<>n!wNb^8{kwgfW8r7@+R*y8%hwr<+To}R-3HB8>YCl91
zcDm)otC9|gS@G)?a+6J&jH9TOQ)PQsvet0>vxL!L`}P}O3(jogQ`2E29rlNII=YV&
z9macPkCDqyQt#Fh#;R$jG4Lh#rNs(4znHf6Z5hIK^PdT!x1E&^OxEw$iwEq(y?eWM
zDm*L3h{l+mF2Ci<>a^PG&Ev@At34^+HwMJlt_}OQI4V3`Z<sSwfnbuoQ%&|7XjIQJ
zZHgN~5=cy|gZ>*fQu|GeVV6G@T}_2&r<v^D?&1?Dlr-vU%ZoF|!SOAQDTrzD`PJeK
zKT_k3rPPG3_L%E>@3?*1j;T4gBH6l0jERx3a+N63&Kd7X#C1h)%S>$r+nK2!e$Ml^
zPY;(mXnogDvraRcU)tXMq-k5iD};_pk@m4Ch;tJCF1D{3txfii1S5pAv{l!KJeQ9-
zC5<W=Gwa`zKe$2?ciK78Y-&=H8f$dSVYhI;3XU1NY`+$nVY0a`<V{K>uz2NtXnnj#
zvO!3>41D=(l!%?h&aT>u@>d_OMr?|n+WqFmV_MI?RcZm%tX^%Ie&;WoagSXjV}_zO
z5`*fHyzVnRH}^AFZXoUx{3GP~$*O*HMD0)n{^6q3kWISHuo;8mz22{O-ivqF?kJHC
zh;j<=`^!$UxI7&EvC(JZoT+`C+2y10IWD4xf_*>pwUu0oH~bOwgKv&aB{|m_5we*3
z>a-*WoAQlH_zCfg4MO^BNQ;a74T9gdGZ<e}ovB*7#;jqTDR`3h;`xZiwYpbV_83aC
zNBq~_M0G6-ePndEYET;I=eC%=$wvd+xbTuzl;{W+q|+o{4uc2VHS*CG8c4-zOfUGB
z6@2>wHT)E6M?Tt>CnQ6^ap8bg7U`r&r2l8hTiC^#e|}uQg?0Q6K8k}Hx$2-s@{hR<
zlaUgA76|56j`Ic3{AtiUC<Q9Xfl_}y{!1I5bZN=utxG{=GL0B^NCn05|5W+UjQvMo
z{<B~HM|DxF{^LUd{WCK1OJv6=mB^0&_3vGi<CMN<l>KH>ywM;HOJ$gNUFFMsd!1MX
zLKQ~!`^nSiv8g9|^LlB-Yp{!zlaWgr=DWI`#(k;3_s8iFE{BQ5lBAr?{Alks>e9(?
z+?BHKx>)hkz~pC<XS39-n&NKs-by3gXa+PkRJ`UTU)}aZnA6%+n-fSxe8U0e_s*k%
zN}$r&f0E5<>Ra@pj8dn1?f6T!kz&h^kwoiMqmuZtY?)lcLNAb>^HufUQuVO=vkURE
zo^!pg1_SmM4IBG5y<&mRZQ+DeoMM7hNGSiMHQB_W5vbv}Ky#Y`9i5PI`yU#&MMIYd
z?`3trEf8hMr~A^E8-MZv=}zcB3j;Mj0~Gq7x+&n}lb1lhbK$+r?ze+Vg2t@#p(tze
zX+F@^A2ohx4*siF2Os}Dh+Lu2v=TP=Tz<HxD)t%@7y{Hm^a)7C`@f&_|0J#d^Kv;V
zYc&4XH9TBSlsY;6hLCC)`qrO?Jz8TWN2*KsvNNJ*p8xB@lLZPf{Pkpr-c5iRq7LRk
zW|rKCi#cvaRM^7y3#@Y#$0#!x9+U%bQsT+&je3x=R!r1K@ZeyndKtZrQN%3*+~hP;
z>6-bGG43y^3S44T!d9O<5&ho2peoCC<GpgQ?2cH+mj)qSqm#$LAw#zkt4_P#8IXk5
zS(D7>pgD|%@P0bG4S6qe739pTa_^F9b*vnJc`sg#!>36rO+nsn51h{Y&9C)tDoZP=
z&${S?Crv%Z?K^kR<x@U;%L{`gqgF|deU}xc1Q10lK9dnrBeU6Q91@&2?DW&zl&w04
zdfNh~`+4jgS|izqU)8T&R1EO%wVI_lOR};J4Y$s<eDRq>;;~BF0ljw}NMf1I&|kSO
zA$V~AO{A4+S&9zG)yre_)J!93`sRbrk5zdhFgkU;=Ywz+7kaMF^sL{S$K!<GJV)d+
zw76--&4-NW6ld5P?lnF&S#s}_<x3H^ToN`~>NKG3>~4i+PZr1<E%6MAH?B)9U39h{
zSzilz^1-qN7B*#?1b7#ZfSrDcdX5H*fucuQtC~zcFA1`>v@iNa9`&>-+zsBdDhbGW
zV$CW(+sY}mL%36K{_;s&%?$0%um%~#SsXXe9cyvBNxVbE_XkpJvuZlt<U-7Q7FbTr
zw^IMmx6^dPqAaeqVeJL`d*J4puqN-{-xGh3<{#=EkY4dberw8xam9rl)cCBA3_I5^
zM#?Q!W^uD$?WGFIKr?aSQ<e+^Op2Sf1Qd6mZ&U}HseFy!c{TUxIt>_*_M@dcs)|8>
zlKhn(uf5v^vsH*vws*y5r%bVRoNJ$ZKj+yt1{9Fup%)&dpO7=J;p^PrSx;GEtZPt}
zZnI90ko>f%%{^=4KGU^$%}1CxB~`x@u{UQ}f1#~H^H<vq=!=`$*q-jv^!lLBo2TMZ
z-aQcXGZ#!pS=UD4rKjQy&1SF7a(Ih}$rTR&m@yW-1`V1R;#!Sazef%ez{f6)_N{8(
z_i5Q2cX8-fH(i^`sYdP5n4muj5Y_7XS3TbSni<y^>!Me}$~9KGz7dg{T4|y_wdBU#
zu5~ZS%*v(5ia&|{+U)NML_JVGEMkY5l-xL3e|$~SJoin+9Jr?G$Eu4SRC_u0Y9rVl
zN^30BZ8tD!6O(>NC$><~FslfAjOV4-yV1MFxowvC@2n|2ruUZke%4-8ybxtAWAKA0
z1jQyb8$9jMK8=`YHHRc@OKJ3s_uS|qPZC!trfEv^=sv!GEKJ>hq}%|pmLDlKP#GY$
z_+}kSezQXbWlC3Af8gsq@F-YDro!`9`e}IjH(6d7W5c@kz!^@3n~yKc(M^!ci)ux0
z_7%tM7LsaBg)KC83#ymq0uI*G)Ql{dmP*oy4yC&vNqwzVQ~OVW9Z23cD>hZzxAz!9
z)fk!o@I8G|y2y3G<?%OjzD*LdH{GEQANA~qRcO~{oPiQ}N$A?;y1jyuuunEW?wCL@
zzJ&=2UTu5{m9aVsgNG?GBiguZ?XNwGsFo~GUp8vjoXa-iD>3pDolN|+R!Z$#^4a8R
z!2Hr_gzA_%1#L&n=f>U~z4W@-<?V&uAXFwUGgE6W0s5qNWluJev-|DO#brug7H%Py
z_rPB9I@w~lb>kC@t=9S$_<1+q1mfOGJh^%%x#zB3HNQ^kf>_N;gMyT&Id*#4(A4!s
zEUA9Ag>Cen8aorw<ORQJ;;O(El>m_N6;G?UzhYC?X+HYq$+u@3<*Ch!r|Fs9lz)nD
zuQ~60+p>p+$ozi$<iqlQoHqNjW=B<wZ}fLzyl${IAy*or6P7=AQ?=dm%6TxH>$dPb
zMnsgH;^tsK$iZZIkEwy6yxqO=ISMYa>far3<xvAUp~L*ZEyX>9anXK8BBs2jU4l+#
z>a`|@eqJTfETNQCS~50zSuX4ne(Gf&eztrIV5Iz#W*B*`(Yp`B{R^p+=7r`6;wIko
z$0#3qSmm)WE*N>iY;wW^hd5blWPZ=K@2g)4^m=}R=E*kVCDVNB`DvX}s;~?{U1_82
z)eQmOi2{NA7GW)HnPX>*fN$Z!=yCu{^Buqx?1^_|)RWE|<~j-rnRm;}E`&i_H5fNa
zS2ch77?aCuvU!`mfQy@oZegN}mWd12iedcQ(`el?!o473u2H?FT@r?WexT&z`YX3k
zfoCWd%yqqx@oQ!W>Q2lMg7c7V$$~9%Nh8PHhus3-9<RtV*j^&i4FnP`EZamYw@?(>
zw2c&DnFSiC5k5|1{=gb}>0+hiF!e%7bfEoqas?ugU^#}UGo8y7mWVM|7*{thG1}&>
zQ<&!_hqcdJ)UVAuhb#igW7P`U<}SdXgmW{lCu$c+3Q#}E&$Ye!nP-^OQdihtzqy!4
zwfX(<vZ>9fmZG%16Q!LX16)c-VG-?tN}__fqmP=h+)!`9)kdnu%E_P;#dn+Hq6-RI
zso?R1)Ca?FH{Xd&?>_I$P`k7-dU1RbroaP>FofvL3wJJ+xSsGQ4Lp)>D1LV)l6W}d
zGdfc*7)ATe^KK@r_(R`aU&lo=R`h6k$>2SQ%~^HO32~dzDWwlGYw38ju+w!|hnwky
z#ZPORXFW(eHn!;_7?3bN%Co6z&?nQOVYNWyb+Tul(T|1*l62zMPN{?|!;EfqhYde|
z{CIR<GlmD=g(!TJku#x<^l}$--=XxS`jF1@v}&-e^NSFEoY{oba9O~j#L+&*48jr^
zeV?-G^1OTY1*A(+Cd+%5IIblM-h*ZV|IcAg&ovo0?z#{mP-(p+Po;QI=8{BI@bGMj
z*C6-a{h>={Ly0%aWxu{R83dPTAiR~|^4kv&Cu&m|M=@+MBCfo*EiOQ5?7D=x$qjeU
z7B`B9jQb>&&oQXmv!8qnl_<(X?U@Wuv(v4Kog(qMj&BjJX#F65DMpTo9nPaIlA}UH
zUB;L~em3=7Mbho%8^t}s9a9B-UQl8Dfd)n6TEpI*?QgK5j8Mdxa6g7mnFot^k~TR+
zTl@Bso9--!7?F=67KATi^i#4eDdZh;uWHE_Hb^A4n6tc^!W}%hESm!h-a9UgUz8rs
zz0Z#{i+TFun)!i<_sBJT9eD;UynXjH`m~T|2dY%Sw)t`%q9iWUrQ?ky#pp7%E9T@&
zXNNPmtcwMj7CvI8QHiB!dRp@Q(Xtd`dtn&jB5Qa?v%%x@b@XCO49~Ablo1#2;2e|^
zc<&pfL6(^ybclSVp_FNVD(_b|{(g@tAg1P9hFH%cHc&z1op!3gc-aRSGPTdJn_NCw
z#LkmKzJ^261d<?)$4%E~YbJKjSZ4T4p7UPTWK-NGsvACUjFW+;JFgUUT*JHOO%BDY
zVu=Y&E%L&qmZ=7iiey6}ylZuL!}d1u!9l#_U=qR9&if$4^&|#Wk>u~wu7;Jn80Inz
z8~Jkm;#8~r@^2d7cTJgR{2TK}-<d`JSgNR;*U4*h@GyYTr9lj<5=aS-#Ro425dngZ
z6tMDM#Qr2_lvNAdsyK$BZiIjF#YL{hQc&m8H$+l^^dL4b*DKwej|yFS!{13HJbx{^
zm4Dw_iO7^*d7WJW_Jpoq6I<4mU(*bu>!T6IyCMr_J};1k`h`{3giV;>b`6%&xJ8sX
z+l_-OndGX(ww+xG-UIkDS8x$vgm-cfk|TlN9xgH)Q_vIOuPmc!648lnmR~aF6nF<^
z93L-~Xp$G6$30J4{779fw%6ZM3G!LIY$7ISzd&63y5U{86NSISF(`9s+4u+3W0G0I
zhQbBJcW%od;c4`Iez=K4Y{87KHN4Brs733`Z-x!ol~PLIrwC2C!j05lQH;}aK7Ic6
z#4UGk9Nc>nu5247;e$!hp3yO(q)ZG-eK^S4JzMTt;{cp<hh%CkCa37QhDN4Kh%NKf
zpYUISr!F`PJ8dPqnySKotdf>UUQQ3PD{+u0zxh%M%@GRaC}An5ohHZGu<Bz$CYD6&
z3AjRWt+@jCBG?^HDTXJZjF)UNdk+Fm!DL>3E<0@_J6gCuP;qwH1<Nc2(Q65W4Mm7A
z`G@VXdyrCS8@kN{?aHTn-MZpL9lIa)6<SxaKRC$h4|e&Wc@S?&QRHw@WRt2;W4tS+
z()`T|;+^O@4;ioIZIih-Hyod)&>~pVflzMPQy;9xi@`1sRZ{BCUAN8syp&9hn-Dv_
zVd>OKuASw~Lq^8=4XOgshgm4jroP!|__h-LDX*p^g9cM5QlFMw?m3`XXc;57AF)zu
z{;o}T*()=o+PVGdEiXcw=KxNIg|L)z6Ujl)EH5n)y4mQLLXyL~_S@Av8g&Ur_>_E3
zBozc@n6G~hPapb;$(!ci)F4@h^aPx$Em*exT%2d;OJ4gaI(_U2==O#_`<A$``9|}5
zu()vkeP!Fzf8k%=vr5?6i}ZN1z{<h9@(ziHEE$pa3;a&q>fkzrR_AVCa%xq6^g@sR
zuhRNRGNf6^m3z>C;O0N@>Z9B-^4cYaEcj7(|G?E$09W%hsPJ(e0kJ>u3$+Af0j>6S
z3-a$kjgRsYK8}(xF6iHZ8XCZ=d5%Xzr~V1s|86wy(leAHx2FEtzp?y3dz#ZGgB1D&
z*>e61)(5};|1pq<0xK<S&XqknilZrBL$*#JyF(7egPv^WJI9X}K$D!_gHi0P^52sf
z%2nhrSbQh>6dlKc6()625(GYOf9*W5l0o0E%%2tY<PtraiCHlH9=9|8&>-iumH7O@
zyJ${b$ue+*%0utoyYohWB?HgxJf7wF&<8Ju-;L?AbRVJW*I;6GtW~K0ehj5?auuxg
z_qXG;viM7cCPtmgBM7Tqm%y|sPZ;SLb;roV$%)Zw9ImnaT6VpbL#4Kdpcy`w<+hBN
z)gk*B)FCl_&1+$x<uk)ZL!)NkA4y_7Mm`!8*7WzMz{ivyQ99r{*%1AC_lZL!-H{;f
z-55;gT`}UOp^R1S%GOEa$Q*U5UQBM^*j}AvixETkO~)CYeIcj)g?RJOKc7w9e0=9F
z_0c@2lR>h@|41uZNr?hx@FPJCHpk(M=aK?%O?i*MV7VP5g4;ogaf@;?_z+)x*HAEm
zBS6~NbS9sjG|C$PTU>@agpQSY2^;Js@>&{rpz@ztqW9Q66813iiKeFjmwU-Amg@12
zbN2}0i#Lh;>lp81<E8otSVbcyS*AyRZ=vMJ9GcWnbr(BXUQdGr%)xCRh7B<<O4>7j
z3%yI%XQZ~&pH=e+d?t=Bo)EpI;Jq}`!n|cb4hu3%vy3u<M47xGBz0ZG!|;?B|Llri
zfaaK`{WFhZ^pq5^si&(G%}a+KxIP;I1_A@!<&}y%Q?WU~v50?a6i25B0EX=G;6EGj
z5`N>)##8d90`{hl|J+7tLQ@;fm<8Luncw2inM~I;cgJ03Z=!7lxZCr3s%3(Iv74gn
zMAJv=wf*Y4qJrumY1zLg9z~!mLXP=KWH<lyM0bxLH-IDvWfQ*}Z!_BAh)dq1ND7)=
zO7FL~+vN|oC)2Ozp%PF}?o#|EaClpwRCI#VTK<UrKS&@YBcMAhL&!J(jol*)Oyz%u
zB6w`u-aK0OKjKCC<^@n`@ptah9qp*2#{O@es8G$X0#SccWS~#=54|%$8Gc@(AwID8
zuz9o!8D#nFw$MdpNa3wFA9;?twgp@7`mKHT<MfwlfZ7y^zWhjDA6u0ZcSZUiO$F*7
z54Y51hz9%mGAk%#aZFIpvoa@6@Io)eQE$S>TCN&A&IkrQX@Q=+$kqM*o$UB%Y40C#
zT$kd=o+Rq4@Pda?zfA@aH&SZXXLqu*3_a-?_(wFqs6YE09(R70i!9LTkhWqEJj<Du
zWE}Eb`RCD0+~NE3fS-wh>JnLC3=kp>=GRy62PYXPet^J^iWHrFDDs5wwl5&yhQa8Z
z)KE>WGg$@`zwX{Rnpa(_EAdcO6`;9L7NAHBMTX|j@hpQZo4YJWMe@kccRUD*<~UA|
zmjq)TX1Kh%>NlI^wIJFxS~0>AZr>^=<y$GwDYJX_EqrDn{&jM|ms!zi9=$!P{Z^<z
zmEm&Tus;fsB!xLM=&b0jaCL)kWt6nuAOG5ao{_EeP2s0RW)b$uzPkEuQzDh0h%0gL
zjO2{4`%8(EfKlDec+I`X8auLaISDOSQy#awg7Izv^Elj5(VZzU+G~(+JRK>&^`OF{
zE#@N}5Co}m;PSXppq&@No4ST=l05j)Gi=B)*ukQ-EOLzY(_n`Rw&e3IEUAqOg6Xrq
z1BgT=)F>Fc7h{3Tjw|xu`!!7ElSr8s_<9m9oEN4*z#;0{<b6v`iXK8Ht3TZ^p&-73
zC9~Dp`Yt;A4pk}E&t3$_r1FY0?m}>W)wLzO-gIJqSJYdnefdpc&<teV=A+=Mi1Ja%
zGFtJ22^Oc$b&Q+=R_~srItr=ai{DM`##Kx>-$R?hAh;(TR0X)*6S_vCu+Lv=N#hp`
zXP7pq(r^-S&v_rXU=X)wA3!icVJe4$d=&`Bwe-2#p!X<n{Ze0wYYVFrI9TA-lchC(
zLZyiaLXi;%X3ccSvC)rQ_|a)xWI7Li5%sQClU$xn7zR<prt~m*kjtCkxR}5u2=oF{
zG^|>Fa{47wOnBOywA(+r*>Aq=HRdzZ#5~8m4c{7UP4Qc*`oa8^!50QcEPQSq0d&R)
zAX?etxP(`Q4f0;K!>ZgYOD`zecJq3JBP(cd(MYwRURI@^j{HwRnT|ro08xd34yp#A
zx$xZwRE+#8o!bY5`ehL8#B0k;ziG0XB@f}Hmn7~HFyTtxGBz(OM`;7#*R5g{z7OYx
ze`lgT>!ph&Ze0#GDzQ?9Z+_#6@{k(!&`VS3TV&^kx-tYAJ2&Ud{A4z9h#rapJR)OC
za01NB$Ro0iN7#4FXxE@S5Oh5%o81uL0j^o825+mQKj(fc><66Dj2IgK;bUQ&r$m8b
zxi81gj;tWw*D*#RGp$Ixd2{kg8V*6MZ@WQ?P20D)eoUnGvRj3L07Wg6wsJ77r`knV
zl?}?o5w>Z)DW5q)qBf21w<jQwumo;5^Q>MhH%Wu}_+U6wA>tFEw^-?)DG31TJ0%15
z`N<2Z8&%M*G)2X;^SsAaoGa_5LXt6WB^qI_%}n>q7{U_Fd~>3L!Y;qs?s#@T5*YCr
zX;%F1gv)xTRCeEcrtc}t9=4M(@6n$FA(w7WF)nFR4s*wH8p1r|lE4j0P;BPKkWRh?
z)3aJ$L91c8n5|)F+*6B3KR&2Bftj(@{C?+VnE#BD00rzp(Bh9R8pB7tv3zJY6@F!d
zLbK7c>jt}zO*ulUH{d(p9>OLCB;wpH!Kv?ih}V_h!Jh6+mMO6%y_#1$q)7F=#?aoz
z*lJg8zD*vPsK)tBL|0I3$_1PiqetIU4_$1g(<8Qw2#g}h-{TClx^CN+==G9Vil2|X
zm>Y|9nm)J1C6Ally>8e0F^h4!?|^$&4kXdX4TI$D=~M)lV6*5MAkON}m*~hZVYPs{
zk(y1|9{_u{b{SrXq4t$NA$Dy~sPF2XpK(rAg9?NZ_cO<S-uHrDd%E(=hC=+D2Z91d
z`aL7;##GCOEO_4Uq9k;}*fxoF%`y&V81C@}4VdEFxtG`4(CL?;*vUG&dOe0{c3RiX
zuHm?9L43E=GB|@_Q+!8(yGE8Q9)WXdJfr<IjJ!k5aCNGl2>rNXx?;HFQB(z@5x0e(
zfxTj#w*C#V`e9$oz;L=b46Ub1-a@j$(NV}dt#LuO8$(iMDSfjsg63Fa0GRZ(W$!T`
zf!(x?#JgAoX%8pG9{_IqW7PW63&q|anBHa5KK-&kfftfcmy3uE$;qH<x!IrQM1#h(
zr8$Jz$8K>Yiio-)^`m}5Av#G8f@}K_?0PcS)C*vWAixxz+zh>V%_*$f;d2<{Erg5E
zbFFAib8I8i<2cr6jxf~T&L<IkH^u&9TOIy}Nyr)}Cw*Oma`^!ud7(MEf>2~?sV_@=
zuv4qJn_o^U_2^lTXy+Y#7X{Op4q~@w=>?0~tAp}R$zkbe!P#8yd)$KuO|coP=5IeD
z7{?X2e?4b&jea^`5VVqVM!`O$b*e2kon1f(FNARuF`t?shgsGQ?%Zo-+HgwNyHHWY
z3589)y9`&|jodh~^HD#?quo2^c2KSpvfwyBA-uAD2VR$mqT!KAU=}yKDF0G-%G11k
zsT{SJ-0h_%STf!iOc<2W>wWzp7MaSt&W+(Dul>kzO9t$^Y~YKeaKpY%21(tBQ)a#U
z5~Gw&<y(oK3d=;bp^;_+5JGhj>1Mz?R2ootOGp|q8wdBTQ%?^tINKfB_c3bN`Eq0d
z=6ZVxsX@o*(@Hyaxl4T1zE-LR3nYQ*W;8izQju;>2OX3<bwKSo(g)k|B=>2(#d~H<
zoI8m4Rs0l0r>=<ERXdaDV4<tHMgil$G)?i2d-gplid|09*J2uYFCG=6UMACqSmJyX
zDK)wVIToo#RyyOMjE$AP!ML$vO2=7v`SGiJw}C1FOB{x0e{<{@rAG`Iatu1eBxg{P
zW;6_rf9>7zeTNEG#AIO-!|)xU)dlC<+n+gc_2CRzT&vdFh126070nsMi@RTY_=fon
zFzp|+0p*`pmgXaU^X_7M%2B(+qQesBH&{J<DPV@yr8={HHVAqV|0y1fpD+!BHHp=w
z{>*sj-EVn`sJ-bXN7By(<z_8((D37uCiO_yJ#a{g32U`1V6$2LbJqHgRxrnAMnN?<
zc)mBzluZ9%@R2b{DX$cOc~9-#mF($CK~wpT1gQ?m;Oi~QB&zPN=p+Gk-xILYtXQ#@
z3OwIjL)SHcO-H$(p}fQVDI$|R^k~w`HZ#8>dYmee`1*Wl|KZYto9Y}sA%p2r3PUp#
zZf>U;LPeZ&oG2W#DMk@8k-hy14hYZtoGh<@nizThfSulTZew%G)V4#!pu)}tF>)Sw
zIS7h}ZIm^@);)}Yt=TpOf##yFzI*2U8Rq=*&zI>gCpqe|j1!)SoZh##Z<Kz4dAV17
zHZ*dY4;fHz8%*YTqyj@+2RJR%S|F#`&uN8j-}<z=Wv=;l#<aU;GyrNU?Zd|iMXw9h
z)Lp_OvYFggFxFM19r3yFVfok!98i{%OR#{wu$u__jT-sq`-if7XfgQB-cQDjXYo(W
zIU}4|>a=Ol3VMRi#db2Z9(<FWlUuI2=KCnoUvkibQ9yhlRwv%NAvQp$6R|Z)5@f5_
zRCJb})z!ZV44bQ>J)a{>DzL}S8^yOAvrBa<QiXF@vO72SR#cr&aXdwtpgnAP?bi15
zZZ?X$z7bvLwqGljZWDHnB$(e6Xzgu1yB{LF!+NV;LAUQUm+}X1R($K(w4yp&#Wb4;
z&uog?q?tFV;zLngH`g@@afSYwn4KJxCB@Ago&28chKghpqt?vj3{-Gz`GKeEJhL|(
z`fg!!&$XoWcIdBOkSxbYy19%n9?a>q&zo(^rqb(~<R2Z|2aFx*0`KSE))yAs`rc=D
zX5uq!r}qULA7s6%Q$IAT%OG6lC(!phK7Kr_&lXZ~3++|oo*r!C9<9KOLOSue?;guG
zDS2I|Os<d358kT)QN`E9tr9C9IKY{s)W1#A2EM$@?4G@k&5w9n)OxnR9{13`TsPYg
zQeoiMRw`~>;&C0$+H#fM@yaRS(F^GSGQ*#8xc`|Gu6KWMliQGL;?*oQI*uRo#hk_g
z5r6q4Q5}M<W;+AiE(AF-Eg7(F@R$0BE*yBB9O5iBPMv^rgcM$p{X`pBaCW7FF_>u;
zCyV>39>4!<d~3J}?W!ncw8no=o^pd1fD3t6uM1}a)q(dX%wD%;keX!dx1;+9z>yta
z1h62h)?e@t$D{%fb+c#a%{Q%l$@dvthdly6FO?UR5NOm+=em1{*fJaY$J*WX?8VL1
z0cQCNI-qKS%U_xxo(Yg#Gw3JG+BoTKRnAZTH`mGkhB??+P-4Sk!1g-15Ew(D$M%rP
zju|=!7BG%LXQw?KKD|*|;^k2tJ}{6Rb$XO<rJZIO&1PM1Q_vJY?0}Dyg};>nSIO1X
zPMjb#itn4dZ%T3OG7!q-%CFAMH=owfHk#n5-*t8GX*HE^iMVN-A;Zaf0R2Ub6R+-f
zs%Z$%!2OD<>Wq5l(53cri5{Q%S<{=+T^~5|Hef_QRP6Q5#7BF<$qUbs(^?ShH6^z$
zF8rYMH1q{(=6!;=I5IWL{JtBZ`$3kF#QRhrH15YKW#xIJl|U_htfIUxjnva`^%+~C
zI9zpm{yt(^=Fnk}yBbKndpl{%y?VJ8YR8WAS%(v*o;z0o$DNcAIA5isrHK<<8=IpW
zZCuBB<)N~@a&8}I+F++0{(5Go>2+^7X|sdmR;aN1=?R5A(|tSe+vcg$9z^dw54+v^
ze51uag-t&I8-zaT@*NH-=ZhXI7?LFzQU`u6?Q?>Y9i=aEuLO4sIPEo_6zmX8OKzM#
zrLS;rXxnoXOXKH-%ndN6h0mw}FeXV*Pf}Yx@e`;wO22WKNlNSO6|OmxLy(jt>1fPF
zbXXiJTZ+*TbInfm{WSbIO!ULm>1vP~q_H#cn!qjrP8glp8njNk71?jcbp(Uhu33dM
zG8^|Bbd*fZXQ1{LGV_5OnF#Kw4K*pY2uZqb8&kc}t&#r8-hXSv9dp^Mdb!T;T)Gv}
z0{AjZ;2X#5wKnl!8!s{rp+FG2@=26@`45G(OpGmPC#0K7kHq62rLb$`{pHvx>H0kD
zRG$`h_wN!*z|{|bU~eY4zB^y&4fLG5et4E203jEeUwRgAR9BX!FmG5nQtt>fb2%q<
z#MJj7m(n_1`^T;NXRj1q6=^K15n0vzq$VC=+0H>T2k1%*o@XfQ$==u;-`PV=kr23Y
z=tRGEW5{2uz|}>Cm!|i$xf&Lj&YHnD?;oBWD4nGLeRZZQWj<1R;?)o}n#`!oF0Oj+
zQ|<_e3By3Ro#%EyHQ&MBay^1~D#jq_9>0UfS=GAgo!?36{tCjZSWKECPAgejLdbB+
zeyqmF3E-26$+ssaEb*nNj`x%NZ%fso$tu{mLYE=0VaF8GC>>&3xx#mI?j%VyjJayq
zsk#&9@|7YYKma#u4S2c;QoQ?Zg$p$Gv_1oNW55(}81A+oLf`%Jc3jZ&qIChmiEgGJ
zTOyW0`z2Ft@3MN3sUD(t=5VnBI$qbTzS}f$*BF$?Y8kw|f2UvLNup5Gb6G%>{mnwk
zCw%~tlX7k&gUQKgljDZno4u`y`bFBCD@xwLwyS-(0pIngAdLB`3FmWja$9g;D!#x`
zustiJ(XIZ8b|vE?lRQ&{{MG=EY*rrgOX1yvxrl<@0&wW{EVNTVI2tVRN57S?r`U2|
zAB373r!@QwsJ{pk6tgS)7%Pm2K6gVDiGG$p^czpCu6#&8;Yu{KlsLB`{k7fwm~av*
z+cl<K-8^o+5y!=y7krv^;v^l%2t6V2#3}S-q@37UkLk<8bBD<ANrQ4b4c{FBjnH?$
zgmO_GDr1MogRHx;=5RuxJbF!dW+4i(|3rY1`(P)x|NQ7U{n9PULUA|tb9Lji3?XXw
z`pE=yHIZTt&b6C;HUbffArpw~{%~+SsIaGXJ$c3xGYn=9-5Rq6K^X$)vi9sO^U$D%
zRGBulZ#S8_VF5?L_9K8qFsdfb7=^tBn>d}5ndnc`h2^bh=6HKubGr{*m1keOS!DhW
z6)t!c)C|I$WjInrnvTI0OQr|BcMM0&{8yJ1EhQZWiflZkE<WS`dH>|X+K<IfU2n^K
zO$OV=RKAz5ybrRu`65KK;N!&>D&Oc_J4?om>)M^<a2%ZASx;PaK4f2+H}elSx&(B(
zkUv=X8y80Ux2UNZn^8MIzD{J1n?3cp>rBS)pYw5BKV2U4jZlpfYz37I5WC-WqKPu$
zdWq!n1u2ir*9AmElRtjzLFB%!0G!PISEoDy7ugMbli6@zNmZai+j;Ta72K2DXjvEF
znI$Y&=J!Cm=jq5Ap-7kN+<IzOfxX?7yyBejRyd2o@&!U3yxRgPKJ~t6MqaRkA0Oan
zaaXLGUt4xI!$ws;JPwoFPhQI^Ks4#5MlYO?hVshL@kZ2#H7V9NxWDfwhk<uB@UF*M
z16Z`3?r1j5e7d21Q1*od<C1*_d4N%S@Brex*p35h)JGXj1FRw&Ah8@61n<EQw>>~g
zLlXs<vmKJ_UX;EiETLt}Sj(h3QZYIs<pdOi%6$Xe^1c_C$G_#ZWJU33-9vH}mWLN)
z>}`|8`CP@9x__3K4NQzVX!s=8++g&0Bs{$cPO3$~_)nZXjbA^m3Qdo4{pL=rMK{CJ
zApP#5QK-FT=p8xlY3YN$T{I2a%y0S~XGQZU;-H>wdHznAA=AOw|FjW3n69vvw)g2o
zlOcxD1-F>0kQ@Rs2VW`@QBsWO6wND<V$L=M^KfP-*iS}bTWpSr4IN<qD?Dbq8^+wk
zTNi<jksvzO1>Bq{rxsXzd-rQ^3e$U(z~V=nO>TpiqD$@S245OmFHRUZBvGMBPgO=D
z>87U=*tSTOYbMjeJMHDo@{zU!%Q0P}88w}6o2h(aP%Ol=O;;UU35D+u;7YsjA&rT(
zjcT*@!yRE3D(v_|DFujyXQWeC`DV9Peh*UYeTZM5o}mUYZ8Ap6qeCqyV1Ijc$=-a=
zxU@k4lNDC<tz*KX`eO~(2ubk98B!sFIFHY+-A~&*`?V+S>E2hmfM4J^%y}Zrz-pSu
zEnhtFf`b3kG`CH^L?vumc8vd;!7gA+1V7=Z1d@Lh)U37J@M%Wzc*Y|%{8Y*(<}N50
z3Z5|Vu}vWL7|K+8z5y)2lA_{b{X-23nAxXH#hJ`uglGTrtORri<~dY$Tu@vg_WCZB
z`GvO$_p<?LuXt7pd5V`~osiB^+Epye%Ka5!-fx|LBc%vLnMvoh$X<NU{61e$-39ab
zp&C(X0}I`SHaSuH_N5tx&1;P7z-O<`jaMJLrR_RAa>Mz&JA!cQeE$c;?INI;H}q`V
zx%XKiB=pRT=sV@Hd6mKSLl5PDW6g!|eM)IweUVNH3~VMP(F#1rSl^5R#21lrlC>n0
zUk{?Ab)I*?E$PhYy==M?t6T?PCJ*})l7Bp`VypSK4K&ipasO>@Yh|=RM5z@|t=ggQ
zn|b6_b>7|;V>om{66oC@02kyTa3#Jf&Fh=~<yE<Dj)*8?;<H<Tf8l%RWBBND;eGJa
z9bu@MNyE62+UxN->Y5(~07sKdhSa8m@_x~Z=mHS+uYitH9H5+Y+%`VSk^9C1$eQGe
z>9upROS}?I`G-Oei~+p0UiX)~qLfOPqCpEY4=GX<j^c+(qClj|P76mMmGTe&qjj!p
zan<W+jT-sezXeD*0r2ZfYcqKIXU|f|kWSWp*JLVlHZ?!mUjF0X#slxQ_iEmC>f>b~
z0?{v9vvZ+UOO#X5?I?7Cg#n@;-I10KzVJFuiB2)XO#RC0yY@co{U0yd`0yD!in=dT
z_Pzsd_Wa6k`{c3SwYXbON4)tZ&<M}%aJ&=6U*VO&aKJH#qkJV;kz--^vOE8@vkO?)
zc@{lm@<23TwdXGw4IL8F{}O$T17O!s$W)*CD8z8|`y2?971~?aviv=)e^$~D1&@^D
za?j|f<WWT6qcBi@1<{$Xqq#cj>8>DH;>-qB%l{S;E&z{>z8&xN-y*`9hY?|FmN-B!
j9X0<q!1#YNkU$b0HO}=Joa;U#8Tf;$YO567dWigANI{HR
literal 0
HcmV?d00001
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
index e044f43..6b3894e 100644
--- a/src/group_evaluation/create_combined_dataframe_with_metrics_and_plot.ipynb
+++ b/src/group_evaluation/create_combined_dataframe_with_metrics_and_plot.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 26,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -13,7 +13,7 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -63,7 +63,7 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -254,7 +254,7 @@
"4 0.232558 CNN "
]
},
- "execution_count": 28,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -265,7 +265,7 @@
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -274,7 +274,7 @@
"(4367, 18)"
]
},
- "execution_count": 29,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
@@ -285,7 +285,7 @@
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
@@ -306,7 +306,7 @@
"Name: count, dtype: int64"
]
},
- "execution_count": 30,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
@@ -317,7 +317,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
@@ -340,7 +340,7 @@
},
{
"cell_type": "code",
- "execution_count": 32,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
@@ -362,7351 +362,6535 @@
"data": [
{
"alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-PR=%{y}<extra></extra>",
- "legendgroup": "KMeansAD_U",
+ "hovertemplate": "Model=%{x}<br>Recall=%{y}<extra></extra>",
+ "legendgroup": "Sub-LOF",
"marker": {
- "color": "darkseagreen"
+ "color": "dodgerblue"
},
- "name": "KMeansAD_U",
+ "name": "Sub-LOF",
"notched": false,
- "offsetgroup": "KMeansAD_U",
+ "offsetgroup": "Sub-LOF",
"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": [
- 0.1382470880566269,
- 0.2409853173167628,
- 0.0920059017575592,
- 0.414065449745212,
- 0.0826700754246323,
- 0.8476429763304042,
- 0.1248761237495549,
- 0.7540011084376359,
- 0.0984884688191175,
- 0.7325032606812868,
- 0.082702268262413,
- 0.9999044045381802,
- 0.07235871846668,
- 0.5359882765073073,
- 0.9999944478405648,
- 0.1032126272825733,
- 0.9847354191816428,
- 0.1248843949775053,
- 0.3317922016782795,
- 0.9999909312016736,
- 0.4248059003424619,
- 0.1805696277700499,
- 0.6741887396993149,
- 0.9666165330209748,
- 0.1004071634200147,
- 0.0757995933603818,
- 0.1037487391927792,
- 0.6821755137321573,
- 0.4363934914609064,
- 0.0066253288635507,
- 0.0135878443481097,
- 0.0292572529698482,
- 0.2341845280253147,
- 0.0432840490474488,
- 0.0003528111655204,
- 0.0066304226778107,
- 0.0167886537187457,
- 0.4458139520596453,
- 0.0003131676655083,
- 0.2496857714417809,
- 0.1735931598163724,
- 0.4652778432772103,
- 0.0151566339008659,
- 0.4179122931354792,
- 0.360303663499498,
- 0.1775523062374201,
- 0.026510408669548,
- 0.5199392018984298,
- 0.0008779971178842,
- 0.2147120745463122,
- 0.0632986754481296,
- 0.3665914031024773,
- 0.0418672732065315,
- 0.9991342461352704,
- 0.7753696271789279,
- 0.0179063024966237,
- 0.0437029322349766,
- 0.6609234209581952,
- 0.995904216992073,
- 0.040795531601916,
- 0.2323157373954476,
- 0.2078361433124037,
- 0.8224284990912415,
- 0.8861831512879623,
- 0.9229278213516704,
- 0.9156483898746236,
- 0.1597899939319853,
- 0.6544147397517636,
- 0.2005443786519553,
- 0.9541222174766222,
- 0.974636924781338,
- 0.8912803578663527,
- 0.0397474048677725,
- 0.8966683570201286,
- 0.8770628161966524,
- 0.3349614539341631,
- 0.3412495954487269,
- 0.0105632469943441,
- 0.3593191484506218,
- 0.9760833356344302,
- 0.9312316555098936,
- 0.2792707540621512,
- 0.1249459991743955,
- 0.4911547724042235,
- 0.0983316299646433,
- 0.1492829977208394,
- 0.98321322966905,
- 0.1340543021270904,
- 0.0295217381177599,
- 0.0194733291195388,
- 0.0717411705952644,
- 0.3652778069365176,
- 0.1102142870445462,
- 0.1036694950141352,
- 0.0231220950060205,
- 0.0135698070152547,
- 0.9876556345919828,
- 0.0062942894699784,
- 0.9574486967238752,
- 0.1317350302502556,
- 0.0887899467596494,
- 0.7207080156115301,
- 0.944495285391966,
- 0.01079414490388,
- 0.1443382098575611,
- 0.1846265840613292,
- 0.0423277589505737,
- 0.0340361344965103,
- 0.9823276029884028,
- 0.0774415507852842,
- 0.1632149571695477,
- 0.0332973475402199,
- 0.0095971223636096,
- 0.9803054925372008,
- 0.00495079839978,
- 0.0273467138497735,
- 0.0062757807322438,
- 0.1284097355251801,
- 0.0091594985369951,
- 0.9119139534372022,
- 0.8137919356130701,
- 0.8513381432517187,
- 0.9566429659548172,
- 0.4075887034808081,
- 0.7460347726816543,
- 0.9764717375286004,
- 0.9816396984286,
- 0.8745534992944172,
- 0.0123684427990925,
- 0.0517661080243125,
- 0.0526316999966684,
- 0.0185313102267221,
- 0.0221018156623185,
- 0.0054454463446982,
- 0.031837721261119,
- 0.0211168633586982,
- 0.114005360428723,
- 0.8919894174738304,
- 0.932678574662242,
- 0.8612060180385814,
- 0.8236639360518533,
- 0.9427322827123806,
- 0.7983717461525656,
- 0.810769710943614,
- 0.9979112531967154,
- 0.7779698743209353,
- 0.9431241331128408,
- 0.9432563471911144,
- 0.9228890856036036,
- 0.3698905665223438,
- 0.8413647599472409,
- 0.9345110606811202,
- 0.6713364770410317,
- 0.6656441270542671,
- 0.9949517988001424,
- 0.8803554259520624,
- 0.9571406012173902,
- 0.8018682527819273,
- 0.2690196931399111,
- 0.8809242578931734,
- 0.910971912456549,
- 0.9491955991555976,
- 0.3836688795700562,
- 0.0005247586875719,
- 0.3921351001814578,
- 0.0312932536435374,
- 0.0309910449869019,
- 0.0127775383693372,
- 0.1205080260488986,
- 0.0182917390655411,
- 0.2097107104387879,
- 0.0786005433191257,
- 0.0064689217820567,
- 0.0266223074091627,
- 0.2679355108220741,
- 0.0311723626186723,
- 0.0342172632727635,
- 0.0741742136614181,
- 0.4143749313455093,
- 0.0860026561901311,
- 0.1073248581602014,
- 0.2204436921024438,
- 0.737482858203889,
- 0.3537897501311868,
- 0.0743796920820669,
- 0.2770651856869429,
- 0.4556464992490358,
- 0.2817345926056442,
- 0.3534799587262103,
- 0.2292684024148795,
- 0.8642327970235435,
- 0.7562478429589052,
- 0.75480399610595,
- 0.7159333014058876,
- 0.8569469707424324,
- 0.8501281571341981,
- 0.6333909101588984,
- 0.7276752021922323,
- 0.645538375422388,
- 0.7750769679617571,
- 0.7207720491986916,
- 0.6385216366780238,
- 0.7426612439537479,
- 0.9830129867398628,
- 0.4239187424175518,
- 0.5241664765771313,
- 0.0428691072923626,
- 0.997338248863242,
- 0.0005956306522089,
- 0.9976534530921924,
- 0.1306150011887966,
- 0.1254088610521679,
- 0.0491138719634772,
- 0.9941673067631124,
- 0.211010450622372,
- 0.9844610572924276,
- 0.1843115592455481,
- 0.0173399171364185,
- 0.8118347978049745,
- 0.001699983529884,
- 0.9608517502382186,
- 0.0329953741510085,
- 0.9808159569947508,
- 0.0003844265039234,
- 0.1835921925697494,
- 0.3900535095880432,
- 0.7563068664682959,
- 0.0005428001050501,
- 0.0013253299182037,
- 0.0354777383797514,
- 0.994692265287495,
- 0.9864296753883336,
- 0.9534872250540336,
- 0.8928221491070387,
- 0.0582450151003063,
- 0.0234570127786864,
- 0.9408038637670618,
- 0.9383388957561906,
- 0.904521620146393,
- 0.1302026089619608,
- 0.980535280255219,
- 0.9300866091413232,
- 0.9717371054769824,
- 0.0264193201587568,
- 0.9936297684759762,
- 0.375513458830887,
- 0.7327440678847469,
- 0.9477865589617368,
- 0.9916203007171271,
- 0.9777850338867252,
- 0.9563394296048238,
- 0.923109089063257,
- 0.0092473567737319,
- 0.9941673067631124,
- 0.2236351553265485,
- 0.0190912771381737,
- 0.2031976903508429,
- 0.9513106704459344,
- 0.8410089742810288,
- 0.00007862894655116387,
- 0.1575397782703086,
- 0.7420917871658096,
- 0.854089347156857,
- 0.054262870555655,
- 0.9376965043990498,
- 0.0491285636981816,
- 0.7350586685678611,
- 0.0019730134494203,
- 0.91433295063083,
- 0.7700247771565617,
- 0.0542181384237737,
- 0.91433295063083,
- 0.0181937067133116,
- 0.4852628281991666,
- 0.0950471029439448,
- 0.1509382952417632,
- 0.0648569904940656,
- 0.0133362663564221,
- 0.161957137915169,
- 0.0269834714951282,
- 0.9913016645871168,
- 0.0430209390216956,
- 0.9904729254734188,
- 0.1563980676685038,
- 0.4438842063819985,
- 0.9920737853254048,
- 0.0543214026933672,
- 0.9965147379547458,
- 0.0317977475332495,
- 0.9096567511333472,
- 0.0180886446700222,
- 0.9990094495001002,
- 0.6679123491915528,
- 0.9960972836281272,
- 0.9965445832829368,
- 0.9905541572350924,
- 0.0080665632057888,
- 0.9593661663954566,
- 0.3198809762228897,
- 0.9829886240565412,
- 0.9833927493212656,
- 0.1115190303707684,
- 1,
- 1,
- 0.8485172490147919,
- 0.2982151123284008,
- 1,
- 1,
- 0.8344898925856741,
- 0.965507969906111,
- 0.676706409190788,
- 0.597028347174701,
- 1,
- 1,
- 1,
- 1,
- 0.9894206548249064,
- 1,
- 1,
- 0.7088440434258511,
- 1,
- 0.8363382828842981,
- 1,
- 1,
- 0.4410947709107438,
- 1,
- 0.0086343030570261,
- 0.5245092613191438,
- 0.1448947628424423,
- 0.8818222759859512,
- 0.0422207116330174,
- 0.9142257825523646,
- 1,
- 1,
- 0.327185960278857,
- 1,
- 0.3241752313819812,
- 0.9808428516756614,
- 0.8149176934431506,
- 0.7604742947075214,
- 0.3926924562707528,
- 0.8101972587133687,
- 0.7630909823078684,
- 0.1924064902194967,
- 0.8396639717419524,
- 0.262253907374287,
- 0.863215032495754,
- 0.6362882120595994,
- 0.1232947171608873,
- 0.8155828672751376,
- 0.5129368702112393,
- 0.772025706324083,
- 0.8083835877598206,
- 0.601079597239609,
- 0.7978311793636224,
- 0.7578039064542061,
- 0.2009569720048079,
- 0.921473631538108,
- 0.6135803053713373,
- 0.1934505944311967,
- 0.7239823449480443,
- 0.6207562299472578,
- 0.936823393549081,
- 0.7150323984488075,
- 0.0469346433058215,
- 0.8515044754465051,
- 0.1930041615050022,
- 0.7502329061868734,
- 0.5049328110327604,
- 0.5096446611212995,
- 0.1025301417683348,
- 0.2390404907353179,
- 0.1866165306324228,
- 0.4424079334752974,
- 0.4143753334236329,
- 0.0151829245953771,
- 0.1468278407940396,
- 0.0243492662202175,
- 0.6454154050380191,
- 0.4051640907539559,
- 0.9076932304422544,
- 0.1781559381036615,
- 0.3385113561054648,
- 0.5707043798019943,
- 0.2537542680538778,
- 0.8675286023037996,
- 0.1302993568482988,
- 0.8482878996783025,
- 0.1610282668976038,
- 0.61625612715919,
- 0.103412285184825,
- 0.2291699445014127,
- 0.1243499650322823,
- 0.6561072121018987,
- 0.0941524801252601,
- 0.533888277556724,
- 0.1063206890901598
- ],
- "y0": " ",
- "yaxis": "y"
- },
- {
- "alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-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": [
- 0.4243953861323409,
- 0.6280051602452844,
- 0.3044110183121652,
- 0.9619597834075512,
- 0.3012948575986356,
- 0.2466582678127551,
- 0.8460831170735703,
- 0.8956689887175868,
- 0.8424643391953781,
- 0.762815533490452,
- 0.9792740588774684,
- 0.3617211678724008,
- 0.8886894706618416,
- 0.6580353311586636,
- 0.2968055862269438,
- 0.4109275009453337,
- 0.9603121200847284,
- 0.2140427085531757,
- 0.517544530323238,
- 0.4708533993998543,
- 0.1615181247489274,
- 0.7794445753404101,
- 0.351605528072654,
- 0.9159458113380052,
- 0.1839372108312759,
- 0.3648308273224884,
- 0.6835044645173551,
- 0.942373467962954,
- 0.7947125735469623,
- 0.806840425160372,
- 0.9364317457313373,
- 0.8955852539996435,
- 0.3690719975175686,
- 0.0144720762948473,
- 0.4180612176047376,
- 0.3570837589439196,
- 0.8065259240403588,
- 0.0304828550498088,
- 0.7364001269447545,
- 0.7732967255839862,
- 0.216792896482367,
- 0.0913659034454432,
- 0.8315678687516669,
- 0.4820643047156173,
- 0.0282734555902921,
- 0.6103623713063493,
- 0.8805702591295104,
- 0.0464117125390286,
- 0.4115705483704659,
- 0.6785775990820033,
- 0.7207797675497357,
- 0.5755607242333276,
- 0.7648817322065276,
- 0.99647743347367,
- 0.6969327969839669,
- 0.9392805911340664,
- 0.891903445473595,
- 0.0513334435416188,
- 0.9963805552005356,
- 0.770923935781065,
- 0.4780627383335792,
- 0.7869045638531525,
- 0.8466479538048761,
- 0.9218548396245624,
- 0.9199681279761536,
- 0.9280848224321946,
- 0.4509504940710351,
- 0.7274032832314278,
- 0.4437290983500506,
- 0.9562717884245476,
- 0.9729105145661372,
- 0.885932914417473,
- 0.5195156603941771,
- 0.080981392910818,
- 0.8047695682100202,
- 0.0210921379549366,
- 0.2337627457389658,
- 0.1213319017028672,
- 0.3154681762343335,
- 0.7822497871915983,
- 0.2037407693250716,
- 0.0630386166072999,
- 0.938308880261283,
- 0.9360847054510056,
- 0.4912361298254514,
- 0.412441564329415,
- 0.8920732211338415,
- 0.6759266741292764,
- 0.4854469469273516,
- 0.9249553191617156,
- 0.6220731998298601,
- 0.4061344591554496,
- 0.9451164450047196,
- 0.6752310571746515,
- 0.4241272341401093,
- 0.8963255035593305,
- 0.8086909640749511,
- 0.8983368782584529,
- 0.9231671298056756,
- 0.3430220011461351,
- 0.5241939244251052,
- 0.9413658774452146,
- 0.929661644956137,
- 0.6603212189984647,
- 0.4165391228472571,
- 0.14679470771984,
- 0.6779391873789604,
- 0.5473109083245451,
- 0.938308880261283,
- 0.0748885662957033,
- 0.6139362939999305,
- 0.4705124282874912,
- 0.2588324095903945,
- 0.938308880261283,
- 0.8767147365054897,
- 0.9225666163694932,
- 0.7007299444483469,
- 0.938308880261283,
- 0.8622961542194095,
- 0.1812223998635478,
- 0.3230602405448353,
- 0.1926205025858137,
- 0.8559439237844456,
- 0.7979873459650185,
- 0.4375378958503098,
- 0.888958158558075,
- 0.25768135591783,
- 0.6595483989690155,
- 0.005563256280568,
- 0.0049053751937145,
- 0.009201565843036,
- 0.012315045390538,
- 0.0041789610648152,
- 0.0118949681480722,
- 0.0053941510219574,
- 0.0049280006801186,
- 0.0160372963746187,
- 0.0455404575532109,
- 0.0362075621837248,
- 0.038778934219661,
- 0.91368125885622,
- 0.8726597916526659,
- 0.3597921308652421,
- 0.4150422009538856,
- 0.507109586835107,
- 0.6048082688945644,
- 0.2239856487627287,
- 0.3616724254412518,
- 0.7287484234755377,
- 0.1176324892895011,
- 0.3227718010287908,
- 0.5461054220818029,
- 0.3756930265503768,
- 0.4071162260278947,
- 0.7910522655394535,
- 0.0550101520280391,
- 0.4802759371741834,
- 0.3509924820944237,
- 0.2663031708794671,
- 0.210164000981312,
- 0.9021877988783402,
- 0.947274831688629,
- 0.5758961623507509,
- 0.6537102304608683,
- 0.0950896637106629,
- 0.2204831949477712,
- 0.9027409576665796,
- 0.2804414295009277,
- 0.2970111581538154,
- 0.1837650099530125,
- 0.2596390137691098,
- 0.3823619208207383,
- 0.7220859696394589,
- 0.0433421219173267,
- 0.15796534888754,
- 0.8800092517023353,
- 0.0699422791853086,
- 0.4530978316593889,
- 0.1546411287556161,
- 0.4496065147043239,
- 0.4694000385017127,
- 0.6528720900820885,
- 0.9540409423258758,
- 0.8617912936401596,
- 0.9547614505287726,
- 0.5074051605063972,
- 0.7881748639968726,
- 0.9452244106280036,
- 0.7498541497444806,
- 0.232251680558134,
- 0.8564771419572788,
- 0.6622642101003964,
- 0.6148445719408533,
- 0.5534500965236753,
- 0.7363216758595876,
- 0.8185128132717634,
- 0.4592453217647235,
- 0.5402139422884735,
- 0.4148906409850575,
- 0.7130942407909232,
- 0.470706358912171,
- 0.604117066453107,
- 0.6121540260902706,
- 0.4247949025196095,
- 0.3163115272907777,
- 0.1222940559336612,
- 0.0616073385396355,
- 0.1997496610782177,
- 0.0112850620557923,
- 0.599248983234654,
- 0.0101378417174632,
- 0.0159276122705296,
- 0.6659782973343831,
- 0.0585105354921211,
- 0.0043234937466653,
- 0.1297217608063465,
- 0.5003450973581002,
- 0.0005091778808438,
- 0.3196206348050314,
- 0.0022066739675357,
- 0.0182425462811946,
- 0.0397324382623919,
- 0.9250589188406204,
- 0.0005773409171013,
- 0.0241182700128757,
- 0.2791825827015568,
- 0.0151848576175613,
- 0.0040953748415003,
- 0.0026419268239709,
- 0.033724392745797,
- 0.1348212424687034,
- 0.0599531642236775,
- 0.9250589188406204,
- 0.1617480646372832,
- 0.2774336945009067,
- 0.0147422484072944,
- 0.7571637777954,
- 0.113525919490745,
- 0.0127776202639248,
- 0.2602678382274156,
- 0.1073429858504231,
- 0.0179180785092579,
- 0.0881088648740024,
- 0.0060210295115868,
- 0.7337955857029091,
- 0.6754680855331339,
- 0.9175257678102569,
- 0.013005160649717,
- 0.7085919967726119,
- 0.9250589188406204,
- 0.0597699729781514,
- 0.6386156476005049,
- 0.020904762836216,
- 0.0449469031147442,
- 0.0068971495475569,
- 0.0098901767032497,
- 0.0153148306609482,
- 0.0273688155820809,
- 0.0039674869074743,
- 0.0033857555178884,
- 0.6746301575304189,
- 0.0881422298595065,
- 0.93998246391445,
- 0.0011131093990985,
- 0.0407723139304122,
- 0.6007653549142663,
- 0.0397344623819175,
- 0.0126044796605689,
- 0.0067418182777644,
- 0.3809537053249863,
- 0.0180944615023478,
- 0.0078246984709529,
- 0.0062866631665098,
- 0.0104890912614308,
- 0.0099036930769366,
- 0.2602678382274156,
- 0.2602678382274156,
- 0.0087261433690764,
- 0.0069164928628868,
- 0.0320696840386059,
- 0.0183168483805393,
- 0.0195332163711272,
- 0.8902706480840846,
- 0.9586712548582176,
- 0.9997714440888652,
- 0.5793227373202968,
- 0.9253363127373716,
- 0.7897640254567017,
- 0.982887369978739,
- 0.9775271478352814,
- 0.8063886252859727,
- 0.7743928808364107,
- 0.9753846778952224,
- 0.6391158155269969,
- 0.6334399846891461,
- 0.0307860199032832,
- 0.6209167995900389,
- 0.0543799681101413,
- 0.9616268443159918,
- 0.4090910074131121,
- 0.8054354650314248,
- 0.1033636962969695,
- 0.1714188432655705,
- 0.275274915206055,
- 0.1436286535760547,
- 0.4373083944661943,
- 0.1174363975532757,
- 0.295027816581176,
- 0.1174721359844224,
- 0.1163133309315616,
- 0.4255956762308766,
- 0.4255956762308766,
- 0.2803009855135294,
- 0.2137465476613343,
- 0.8974728267643219,
- 0.0129525141703583,
- 0.1930325241665269,
- 0.4274930953226686,
- 0.3852690666713362,
- 0.9406179914427631,
- 0.3330463340130213,
- 0.0308867645600852,
- 0.4298561077633531,
- 0.4015279392811086,
- 0.2977262957901675,
- 0.1959000077906053,
- 0.4926096819655337,
- 0.2441978765191579,
- 0.925356026542484,
- 0.3585598026695193,
- 0.3330463340130213,
- 0.0152257828548935,
- 0.1638799913586995,
- 0.0316012415078523,
- 0.0988814467398581,
- 0.0716426846272254,
- 0.4679644513449845,
- 0.2744846399247649,
- 0.9993505606859556,
- 0.9988678425769828,
- 0.5734380881252303,
- 0.9993505606859556,
- 0.9988678425769828,
- 0.8742610325818002,
- 0.5756451094667961,
- 0.9937742554323692,
- 0.9244698710753588,
- 0.8519137458192971,
- 0.7179325620006893,
- 0.5756451094667961,
- 0.9977724673756946,
- 0.9928335134479652,
- 0.9993505606859556,
- 0.8519137458192971,
- 0.9928335134479652,
- 0.8437703250913272,
- 0.8742610325818002,
- 0.923357414156902,
- 0.8519137458192971,
- 0.8742610325818002,
- 0.9988678425769828,
- 0.8519137458192971,
- 0.3442699338828359,
- 0.9988678425769828,
- 0.9684942172637466,
- 0.5756451094667961,
- 0.8742610325818002,
- 0.9928335134479652,
- 0.9688205264771343,
- 0.205780076176731,
- 0.3509091842117183,
- 0.6711408962045733,
- 0.1280616257262025,
- 0.2765504754285905,
- 0.1412890620008258,
- 0.7704192896594938,
- 0.4665930085728964,
- 0.3115678852933597,
- 0.0239936253545931,
- 0.9448782213212322,
- 0.3185302753250936,
- 0.6595233678619014,
- 0.126088976507907,
- 0.1035057371832706,
- 0.8670600367994746,
- 0.6091485110898789,
- 0.1671595526161807,
- 0.1663535565877718,
- 0.2276191375974001,
- 0.9661112044736324,
- 0.19047854324265,
- 0.2344909314305853,
- 0.2794185276167206,
- 0.6617414638207914,
- 0.3202047153041577,
- 0.9440207641812076,
- 0.8044996939794292
- ],
- "y0": " ",
- "yaxis": "y"
- },
- {
- "alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-PR=%{y}<extra></extra>",
- "legendgroup": "Sub-LOF",
- "marker": {
- "color": "dodgerblue"
- },
- "name": "Sub-LOF",
- "notched": false,
- "offsetgroup": "Sub-LOF",
- "orientation": "v",
- "showlegend": true,
- "type": "box",
- "x": [
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF",
- "Sub-LOF"
- ],
- "x0": " ",
- "xaxis": "x",
- "y": [
- 0.3169875495098878,
- 0.5389522106420179,
- 0.1395342293514921,
- 0.5203509865769482,
- 0.0771290722029058,
- 0.7728834814108334,
- 0.9424402507920154,
- 0.6622429485202322,
- 0.2247391151580552,
- 0.858911151071202,
- 0.5400073594712449,
- 0.6239283218730405,
- 0.9651481667941308,
- 0.6437255332120525,
- 0.633537837894686,
- 0.1866206050735881,
- 0.5998317717124477,
- 0.3326922242606973,
- 0.5646258552787606,
- 0.7953694936345507,
- 0.6468153250078241,
- 0.2857797006988215,
- 0.122260710435827,
- 0.9476276400429242,
- 0.1308934252292885,
- 0.2372049496832063,
- 0.6238487174589644,
- 0.9745167111318188,
- 0.9039211801723712,
- 0.2824621122789457,
- 0.9633491130130276,
- 0.8461745308062559,
- 0.6197761458514374,
- 0.0333882045981459,
- 0.2472741679558739,
- 0.510287167769179,
- 0.1782221838464549,
- 0.5544520465454805,
- 0.2455647592660185,
- 0.9246437434592074,
- 0.6655397724174666,
- 0.5406967644476071,
- 0.1052836737829387,
- 0.5751950530073919,
- 0.4881272573085585,
- 0.7292855907588593,
- 0.1522773586260804,
- 0.5794798169549927,
- 0.3845103567472998,
- 0.8376066346578397,
- 0.6931992892585567,
- 0.8393506366540027,
- 0.8759568300982619,
- 0.973414264084001,
- 0.7483296320266598,
- 0.6807940678715321,
- 0.2510482247853641,
- 0.3553120641897961,
- 0.7686551843214653,
- 0.4097893284158303,
- 0.2118464760690687,
- 0.503212017625898,
- 0.8599775207922964,
- 0.8099657638270235,
- 0.921762161702618,
- 0.9241624136540588,
- 0.2078184609468533,
- 0.6686155257837655,
- 0.2584858194809438,
- 0.9611796726520152,
- 0.9754375386835404,
- 0.8882673196825479,
- 0.2539555253290684,
- 0.6502544202362501,
- 0.2555478145936748,
- 0.3510047644929597,
- 0.2466209725576415,
- 0.0491999806762613,
- 0.5821460372732854,
- 0.1093083747002739,
- 0.6929190089435182,
- 0.6342835488937564,
- 0.9726033525375218,
- 0.09937922820641,
- 0.0641040428221095,
- 0.864443095123083,
- 0.94653331087939,
- 0.4979058136518018,
- 0.0663348047952907,
- 0.4266577926047034,
- 0.1427890331293148,
- 0.1906904056004905,
- 0.8606036799003646,
- 0.6282887688747226,
- 0.5111580967669298,
- 0.032439016473641,
- 0.9658706614026225,
- 0.0507091918007409,
- 0.9388889590014908,
- 0.8454532877918192,
- 0.0640647714252684,
- 0.4799320130893914,
- 0.840892311081961,
- 0.562243704634419,
- 0.8590995025669872,
- 0.7836347190246432,
- 0.8399871956406603,
- 0.0366186024111714,
- 0.9047850565722326,
- 0.822600033202465,
- 0.8574203593357078,
- 0.058839846600424,
- 0.2467736816365985,
- 0.9192282994497192,
- 0.3309397265854061,
- 0.9025008625273592,
- 0.1250271360140507,
- 0.9726033525375218,
- 0.352130735578281,
- 0.3593913337379942,
- 0.6580509837463299,
- 0.3896387980620794,
- 0.3966860975997532,
- 0.3834621895337937,
- 0.4710403725116854,
- 0.4111911990388903,
- 0.2843123906962077,
- 0.3319933421789589,
- 0.7516794647947204,
- 0.4585975100023682,
- 0.6009022164091685,
- 0.4940026632485912,
- 0.7602902375523733,
- 0.6281985395205555,
- 0.7250476837953153,
- 0.6024832430707853,
- 0.6915346400478372,
- 0.2692059748494155,
- 0.3570480151082826,
- 0.1340054841312965,
- 0.1566458111246136,
- 0.8384373892371898,
- 0.3505554507939737,
- 0.4625155143931614,
- 0.2263763810322591,
- 0.0996198472237436,
- 0.4396339795176677,
- 0.4455873770122047,
- 0.2840783222961981,
- 0.2074632038386549,
- 0.6319002491108265,
- 0.1614344162564465,
- 0.5715131295251241,
- 0.389551318619652,
- 0.1245041931503486,
- 0.5089163524543492,
- 0.2293159076696276,
- 0.3429626689530667,
- 0.5959136536102498,
- 0.5930736004592476,
- 0.911530937380592,
- 0.951377767367269,
- 0.5601723188721845,
- 0.2604402247140738,
- 0.4240027218521848,
- 0.1210593315514553,
- 0.670618289415329,
- 0.2315054786457532,
- 0.0208557373602764,
- 0.1390358220294298,
- 0.3105621341458224,
- 0.2763533036467282,
- 0.4437429036175893,
- 0.3512510081943966,
- 0.66996648182201,
- 0.8136488288973325,
- 0.441304887083129,
- 0.3386710695715753,
- 0.460583274218075,
- 0.5002874966665671,
- 0.7509388548286636,
- 0.8847658612981003,
- 0.4797074582735097,
- 0.938611764998884,
- 0.6935846856927356,
- 0.5673679450070035,
- 0.5740881535845961,
- 0.7957469474739247,
- 0.4983667843287255,
- 0.3930451961624531,
- 0.8673005596065668,
- 0.7310301902312891,
- 0.7447765499318796,
- 0.620374540716994,
- 0.8390612686468034,
- 0.842385528095046,
- 0.6367712553997285,
- 0.6103666871924193,
- 0.672538013199251,
- 0.7744024620287799,
- 0.5285505255964346,
- 0.708579633747014,
- 0.6353257766767771,
- 0.6870316279567539,
- 0.4683803638859793,
- 0.1608581709679401,
- 0.2138198066490876,
- 0.873385467198819,
- 0.0009489243660652,
- 0.7992770738549962,
- 0.0657022441265477,
- 0.5521440688838845,
- 0.0180127541701296,
- 0.9768411663865222,
- 0.5206902027818957,
- 0.9619869563761247,
- 0.4046922629938301,
- 0.0027007277607779,
- 0.8399030495297326,
- 0.0161414029279601,
- 0.3834811691917694,
- 0.0411072173784134,
- 0.7415716480291397,
- 0.000050923064468673984,
- 0.770612439595444,
- 0.2727082278818961,
- 0.446973935729173,
- 0.0008560728019705,
- 0.2002950936616463,
- 0.4229932082834022,
- 0.6652294495318736,
- 0.9942533495944508,
- 0.9050392154529572,
- 0.903478234524658,
- 0.1180431239732311,
- 0.4598388631147886,
- 0.959021866309712,
- 0.6856105934242605,
- 0.4313736196429563,
- 0.8516673356688057,
- 0.9855187501284464,
- 0.8192778153856434,
- 0.846472655374925,
- 0.277268698876337,
- 0.1130089705200109,
- 0.2239850968672771,
- 0.8782654695917519,
- 0.8729919055796959,
- 0.7614318916778764,
- 0.8066763399501813,
- 0.9876956334022317,
- 0.8227017131725725,
- 0.2251708423185242,
- 0.9851918318724088,
- 0.4336760956107545,
- 0.2782419869925253,
- 0.2132375407328874,
- 0.6785439486129903,
- 0.7142353168482779,
- 0.1097999228893614,
- 0.8175907487396769,
- 0.4441625891381454,
- 0.7995878391863998,
- 0.0323182737731029,
- 0.57097088823835,
- 0.7769282179414865,
- 0.4330789107116764,
- 0.1644403615426566,
- 0.3307136347091566,
- 0.4254893176620266,
- 0.3446994815570672,
- 0.3901835279993376,
- 0.6507913497211898,
- 0.3698442146828375,
- 0.1569994193481093,
- 0.7428012047676311,
- 0.7277466893925175,
- 0.0773327196986978,
- 0.8943349602779932,
- 0.4050075628243449,
- 0.9563155088164528,
- 0.0436230990067497,
- 0.9540154798541488,
- 0.3672894970437738,
- 0.2755729895962988,
- 0.6889145812514472,
- 0.2347899959554987,
- 0.5445464186210995,
- 0.9972468916904476,
- 0.3184842776083232,
- 0.0256803198553974,
- 0.9924220861122174,
- 0.6502101140812773,
- 0.9008669466677448,
- 0.8827213216587301,
- 0.9739680689905914,
- 0.3660487562801301,
- 0.8977551653353147,
- 0.0984155327419262,
- 0.3088257627519801,
- 0.8814469842199644,
- 0.1139147000964346,
- 0.4022668428839835,
- 0.2224790813738499,
- 0.4009916295725522,
- 0.2955954911280089,
- 0.8388044529213917,
- 0.3512796139016674,
- 0.471362436884063,
- 0.5172255114409279,
- 0.501516874697691,
- 0.4384496306959307,
- 0.560642988241377,
- 0.4603729168333838,
- 1,
- 0.0984413382368522,
- 0.0428093960541861,
- 0.4552640900746102,
- 0.913197600443576,
- 0.9597549496692968,
- 0.156781952508956,
- 0.0161745734113279,
- 0.6430696266188662,
- 0.5915181268317624,
- 0.2950021017682768,
- 0.7816751797405942,
- 0.4113457009522583,
- 0.2263037067226355,
- 0.2270676421340169,
- 0.5506715377614436,
- 0.8958582138355075,
- 0.0611200627501371,
- 0.5731709525968525,
- 0.0152783246413842,
- 0.0239205771575714,
- 0.9002438262614647,
- 0.4853634913297872,
- 0.165363943781076,
- 0.1055959239234238,
- 0.3087978328726254,
- 0.2648772912003505,
- 0.1055959239234238,
- 0.3087978328726254,
- 0.1791808557757056,
- 0.4191576670523288,
- 0.0667566583927776,
- 0.2320033588030139,
- 0.2227889589723902,
- 0.1978424876813266,
- 0.4191576670523288,
- 0.1587733145550091,
- 0.5149663971030274,
- 0.1055959239234238,
- 0.2227889589723902,
- 0.5149663971030274,
- 0.3928519110742927,
- 0.1791808557757056,
- 0.1867972292340807,
- 0.2227889589723902,
- 0.1791808557757056,
- 0.3087978328726254,
- 0.2227889589723902,
- 0.1765141818070289,
- 0.3087978328726254,
- 0.4407613255054198,
- 0.4191576670523288,
- 0.1791808557757056,
- 0.5149663971030274,
- 0.1545390595957032,
- 0.2089614433283217,
- 0.1922855322990223,
- 0.0953648913292644,
- 0.0908705082994015,
- 0.253659602275774,
- 0.1705232583495161,
- 0.0480513828451067,
- 0.0874209459597214,
- 0.0880408562420008,
- 0.031245842368558,
- 0.0563996450978811,
- 0.1915857763966792,
- 0.1508451718415078,
- 0.0970027987654215,
- 0.2146330545773956,
- 0.0530334922256248,
- 0.1896085793851798,
- 0.2089325576278651,
- 0.1735238818920127,
- 0.1665532246514894,
- 0.1672574616125725,
- 0.1352334790207632,
- 0.2763599169863824,
- 0.263726971466252,
- 0.1104728419017087,
- 0.1819317278818272,
- 0.1376392642338136,
- 0.1461815647139532
- ],
- "y0": " ",
- "yaxis": "y"
- },
- {
- "alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-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": [
- 0.27469687396343,
- 0.5314491096009349,
- 0.2231652553378895,
- 0.4875103095565208,
- 0.1606592341188991,
- 0.2541769968032993,
- 0.9553906941279872,
- 0.857249525803223,
- 0.2640654686719343,
- 0.8508488148943761,
- 0.9925716865962884,
- 0.1284750818174506,
- 0.9934318546118288,
- 0.358492656313877,
- 0.1026738125417476,
- 0.6750787761039542,
- 0.6284091667304775,
- 0.2344108274803064,
- 0.4499414989527255,
- 0.1505397062284122,
- 0.1311195922197614,
- 0.5137920944098158,
- 0.8421092613297361,
- 0.8842044418172702,
- 0.141305960168882,
- 0.2811253743188024,
- 0.9952788284177492,
- 0.9569797525213009,
- 0.0082670079590517,
- 0.0014099690068142,
- 0.9236468900520995,
- 0.4771023720844945,
- 0.0044508025768655,
- 0.0040619668229091,
- 0.2456385116792,
- 0.294540593133914,
- 0.0091701806933172,
- 0.0131781969778066,
- 0.19139290541185,
- 0.0203605188620572,
- 0.0426022133474463,
- 0.0264901645024626,
- 0.3600086271912968,
- 0.0835629657220682,
- 0.0083264560083677,
- 0.0050042671382042,
- 0.3331039743880938,
- 0.0188619360916415,
- 0.0061295785091053,
- 0.0156166348874407,
- 0.1214308142783879,
- 0.0060638628920775,
- 0.6637294054821924,
- 0.9497578688930188,
- 0.553223899131578,
- 0.205083010215072,
- 0.9998954278657152,
- 0.0197153144064265,
- 0.1141122723261541,
- 0.9423010686329109,
- 0.1207966307339942,
- 0.8049043360701573,
- 0.8574905973877508,
- 0.92804077881243,
- 0.9230555619966364,
- 0.9340385711882504,
- 0.5111769985809861,
- 0.7551520816669955,
- 0.5201107309225481,
- 0.9604363075885778,
- 0.9746538059418062,
- 0.8896683742523214,
- 0.4415678196838903,
- 0.0884825042785232,
- 0.7297884537537368,
- 0.0207054044171172,
- 0.1986276929585888,
- 0.0370139907453944,
- 0.2538141950959758,
- 0.8654461672837669,
- 0.3943278717593051,
- 0.0281745126675704,
- 0.0208606248304476,
- 0.8835161520968762,
- 0.7669977290710592,
- 0.0096736524761135,
- 0.0820554895261615,
- 0.5154265211595305,
- 0.7496875016886325,
- 0.7260925316520095,
- 0.4342112510291898,
- 0.4101078973997225,
- 0.642002494195941,
- 0.5517742603216037,
- 0.4819523539981932,
- 0.9282146072191556,
- 0.0187774027041254,
- 0.8744749721257412,
- 0.1755321345985173,
- 0.0091555637201698,
- 0.7578887675575475,
- 0.8116696434190227,
- 0.5959323677488267,
- 0.5469263981935665,
- 0.009284437219746,
- 0.0029279265194517,
- 0.5303150761772312,
- 0.7835984903319327,
- 0.13911312564599,
- 0.0029125209796455,
- 0.0784216989915066,
- 0.7379767148603048,
- 0.7817963120467334,
- 0.1238215329595893,
- 0.8813744348597918,
- 0.9082102925573098,
- 0.973465771574852,
- 0.0208899157406381,
- 0.7605409697951906,
- 0.1732443514727185,
- 0.2203454340822346,
- 0.1754948703693422,
- 0.9315963429053428,
- 0.8643569293095935,
- 0.4394914888876934,
- 0.9792049265910931,
- 0.3058611106735742,
- 0.7242651255345304,
- 0.0036315813303383,
- 0.0037655908187766,
- 0.0059810136431207,
- 0.006865541403175,
- 0.0051425444012506,
- 0.0063396701391226,
- 0.0045498620060225,
- 0.0046093654319106,
- 0.0090748536944421,
- 0.0359138813621782,
- 0.0280402251316103,
- 0.0268547211588662,
- 0.8566535196182951,
- 0.8158875149737453,
- 0.4580267417121418,
- 0.4618914501882979,
- 0.8142543211224857,
- 0.6769273905227109,
- 0.2822860430010954,
- 0.4701269648238196,
- 0.858979040367276,
- 0.0896262194400507,
- 0.4977320274314778,
- 0.5950762306561345,
- 0.5763380480485812,
- 0.5274556569643333,
- 0.8903993699512411,
- 0.1087739974908431,
- 0.5955393006320518,
- 0.3181954125217247,
- 0.379294732886966,
- 0.2062199760943832,
- 0.9091251317364176,
- 0.9506794835170896,
- 0.6610238880447978,
- 0.2651121474222908,
- 0.0279273816569974,
- 0.2313835360731638,
- 0.2729232507881158,
- 0.0684103666830068,
- 0.2924519833543287,
- 0.6193038936483811,
- 0.2709789663440224,
- 0.1862961967107103,
- 0.7050715508311083,
- 0.0272265220207305,
- 0.1447718935809737,
- 0.5591592994540369,
- 0.044218759573987,
- 0.2116853702141464,
- 0.1430149610203413,
- 0.3563938047580396,
- 0.999129245383132,
- 0.9081803023566192,
- 0.992638247579151,
- 0.9497482263485334,
- 0.9992927197517372,
- 0.5923546257298867,
- 0.975334084570608,
- 0.989392806499534,
- 0.956468578270126,
- 0.2324174649783961,
- 0.8726202291824232,
- 0.610852721997522,
- 0.6155798392072039,
- 0.4682077282310246,
- 0.751274926874847,
- 0.8382560744879621,
- 0.523840775367489,
- 0.4996242938810437,
- 0.1613893550186405,
- 0.758243756880708,
- 0.277149241305875,
- 0.6646283794438956,
- 0.6587134589008796,
- 0.4509057943476414,
- 0.1418754072141867,
- 0.0796163424706734,
- 0.062073431109232,
- 0.1534236742340194,
- 0.0035482214683504,
- 0.9692011896886524,
- 0.0034638958633555,
- 0.011193035009296,
- 0.4747207692446523,
- 0.4625760950744423,
- 0.0018410653767414,
- 0.6488161829442041,
- 0.0211392282669546,
- 0.00008087371704294223,
- 0.1420362045690186,
- 0.0020652090914848,
- 0.0034664201764447,
- 0.0212069042466087,
- 0.6626815847686789,
- 0.0002011377147159,
- 0.0048447784111762,
- 0.1147742964555071,
- 0.0037759699994952,
- 0.0026471766309761,
- 0.0007963866472658,
- 0.0011992377243798,
- 0.354982234340031,
- 0.0504630567270537,
- 0.6386414920599229,
- 0.0221474613455235,
- 0.0264970863520337,
- 0.009175426940134,
- 0.9220064707473736,
- 0.0057431049355416,
- 0.0085780372157661,
- 0.0429590308120965,
- 0.0409979733060353,
- 0.0306029944354086,
- 0.0497502544556117,
- 0.0007401092940175,
- 0.9953477100532568,
- 0.5550324941711615,
- 0.0118350025766153,
- 0.0157767155185246,
- 0.8280224982694211,
- 0.6647525834736252,
- 0.0251117844084477,
- 0.8525410939036406,
- 0.0084387035775745,
- 0.4134215132541723,
- 0.0046018314838723,
- 0.0085338253141501,
- 0.0061858133662681,
- 0.0066173477408883,
- 0.0016527602413746,
- 0.0002705291085309,
- 0.0207620891853066,
- 0.0087586656065238,
- 0.7916856409179823,
- 0.0005020757054554,
- 0.0050242324806888,
- 0.0217581722692589,
- 0.007330816691935,
- 0.0125777514549883,
- 0.0026343156874077,
- 0.1869905649814794,
- 0.0067997655330044,
- 0.0028172119367344,
- 0.0007489881133081,
- 0.0070511331835356,
- 0.0075269076291507,
- 0.0289212369178429,
- 0.0484770864012803,
- 0.0039993726023695,
- 0.0019306765803611,
- 0.007340941709119,
- 0.0377875534632079,
- 0.0189253002492764,
- 0.8654013325752927,
- 0.2254889421215301,
- 1,
- 0.7712180263136629,
- 0.9215808145674464,
- 0.1335514421906008,
- 0.9980377653307482,
- 0.9743854082818808,
- 0.008442218557289,
- 0.5626773104511169,
- 0.8211935670435195,
- 0.6797690214811488,
- 0.4074390013954191,
- 0.0095065785302482,
- 0.7387481553967095,
- 0.0091978091157326,
- 0.7087726662949463,
- 0.0054985731535941,
- 0.9290917035245536,
- 0.3755116281521825,
- 0.0055779728020924,
- 0.001826866277741,
- 0.0143817756689641,
- 0.5793903692154839,
- 0.0098973609178067,
- 0.0018217923430199,
- 0.2895069870119879,
- 0.0211260276515834,
- 0.0180407408635086,
- 0.0993779441723636,
- 0.0025846752290107,
- 0.1277728273424005,
- 0.0029154518950437,
- 0.001435935936418,
- 0.1412860718285624,
- 0.0019177142576425,
- 0.3944508331850583,
- 1,
- 0.0018076352357365,
- 0.0012005145574333,
- 0.0061663842669927,
- 0.0013341291417273,
- 0.4776330501944795,
- 0.0028627652924336,
- 0.6330980737243374,
- 0.3581164988093764,
- 0.9843217746763534,
- 0.0062989145982401,
- 0.0015859914793164,
- 0.0077981192174215,
- 0.0026947502805771,
- 0.0012672625717178,
- 0.0087036979078568,
- 0.0133214098303975,
- 0.5089848671178905,
- 0.9965858502300255,
- 0.988183187884424,
- 0.999748492585075,
- 0.9371479814778898,
- 0.988183187884424,
- 0.999748492585075,
- 0.9391630720596988,
- 0.86531568445029,
- 0.9996498017571092,
- 0.999594267713955,
- 0.8940469269414556,
- 0.9992119894267968,
- 0.86531568445029,
- 0.9999156676770432,
- 0.9868333929463836,
- 0.988183187884424,
- 0.8940469269414556,
- 0.9868333929463836,
- 0.9319084915356128,
- 0.9391630720596988,
- 0.992818362779768,
- 0.8940469269414556,
- 0.9391630720596988,
- 0.999748492585075,
- 0.8940469269414556,
- 0.9855561154673528,
- 0.999748492585075,
- 0.9996759411749324,
- 0.86531568445029,
- 0.9391630720596988,
- 0.9868333929463836,
- 0.998625644771759,
- 0.985692097090136,
- 0.9938419559060716,
- 0.9935589526478849,
- 0.9475827297775316,
- 0.9639536861938108,
- 0.9652695747038732,
- 0.753161479648069,
- 0.9985397647157398,
- 0.9589349751116372,
- 0.0201789945613254,
- 0.9977634562727375,
- 0.998939041505708,
- 0.9937723835641996,
- 0.5284982500027154,
- 0.9779397211433024,
- 0.9437769405111078,
- 0.999533040099518,
- 0.995805500232571,
- 0.9993591923666444,
- 0.997069521009402,
- 0.9942085024582346,
- 0.9968920216872316,
- 0.9582599046173212,
- 0.9972096833916464,
- 0.9971763600254632,
- 0.9612355471225956,
- 0.995941903984957,
- 0.9723665045948484
- ],
- "y0": " ",
- "yaxis": "y"
- },
- {
- "alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-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": [
- 0.1027576757345665,
- 0.0851466185501625,
- 0.091548013408868,
- 0.2149790127867178,
- 0.0956604087311567,
- 0.8015443016365461,
- 0.1640829810749188,
- 0.7553204751401195,
- 0.158886247448871,
- 0.5871071054740621,
- 0.0939068265114517,
- 0.9562568507901666,
- 0.0913286852777604,
- 0.14474678543857,
- 0.8681901170972826,
- 0.1095664427963736,
- 0.3791696520497462,
- 0.1507445626580252,
- 0.0883475160063841,
- 0.9995469301915176,
- 0.2685290150263697,
- 0.0810488245806532,
- 0.5257472908445375,
- 0.6427361805010265,
- 0.0953156493872651,
- 0.0933191292007606,
- 0.0516990291258454,
- 0.8628712739155586,
- 0.0832684544597963,
- 0.0058682422110693,
- 0.0089326768314637,
- 0.0132659451218113,
- 0.0793149126419654,
- 0.0152321031992729,
- 0.0006609642270092,
- 0.0024153759513719,
- 0.0006891930596906,
- 0.2339644510051127,
- 0.0003126512939137,
- 0.0153817403970044,
- 0.2678669726365669,
- 0.2108538489957677,
- 0.0108707695181324,
- 0.1235253345169855,
- 0.3494694076850801,
- 0.0741293320601519,
- 0.0318500149581889,
- 0.4469015828412112,
- 0.0001998210743587,
- 0.0295600500238536,
- 0.0170041577145693,
- 0.045014605132247,
- 0.0135440010071319,
- 0.991343909910252,
- 0.5246424629746167,
- 0.0180258865647008,
- 0.0456963354775446,
- 0.5658827981698384,
- 0.7458875583072765,
- 0.0412660470269691,
- 0.2530301952495482,
- 0.1329359827555998,
- 0.7649158878040826,
- 0.8462441295579036,
- 0.9188415690428096,
- 0.9244808904416878,
- 0.1311579611705048,
- 0.40417958349051,
- 0.1353314493325672,
- 0.945548011372191,
- 0.9718431398458934,
- 0.8725745074095655,
- 0.0351848897952167,
- 0.6571587547037375,
- 0.5610128183469463,
- 0.7470318875187902,
- 0.3252430390100639,
- 0.0183523663019939,
- 0.7082150794648131,
- 0.5498833287814308,
- 0.8250611558622312,
- 0.092117562095791,
- 0.0420442303213465,
- 0.3793950982927009,
- 0.09000227661108,
- 0.0740678084216089,
- 0.8148035856596952,
- 0.2961607766181776,
- 0.0276294233744863,
- 0.0153824450275484,
- 0.0747597063232787,
- 0.2450299315265435,
- 0.0120161123625845,
- 0.0940215234201977,
- 0.0248671555339988,
- 0.0675132634186407,
- 0.7806289254646218,
- 0.0073798870446587,
- 0.0159577470653627,
- 0.0707159345802983,
- 0.0758711615000323,
- 0.5335189026759781,
- 0.2773764656393284,
- 0.0052415387650023,
- 0.0785611013507979,
- 0.0943530866492027,
- 0.0253021438859075,
- 0.0335495114879499,
- 0.7671680797444999,
- 0.0558954602918407,
- 0.1883667696785221,
- 0.0299708478486661,
- 0.0078351367151186,
- 0.7517787421993847,
- 0.006031177582561,
- 0.0146492473868811,
- 0.0053765332092806,
- 0.0420012031446321,
- 0.0071652574773956,
- 0.9479728781702064,
- 0.6954343020278765,
- 0.893121580409386,
- 0.7300685821486373,
- 0.2652656351945732,
- 0.5453272683469244,
- 0.6499054128908185,
- 0.7872693927374755,
- 0.7168291743947282,
- 0.0721762784618367,
- 0.1058285438424513,
- 0.1824337354857337,
- 0.1802754527704577,
- 0.1640500449104744,
- 0.2604856439962577,
- 0.1875427543380763,
- 0.3144600236393326,
- 0.6802650142072277,
- 0.8911015573451417,
- 0.9069306066492788,
- 0.8509302013622132,
- 0.1454163233356693,
- 0.8275458221953546,
- 0.6451250072329573,
- 0.750164970688199,
- 0.2983086989066368,
- 0.316803988032876,
- 0.8736096710356117,
- 0.9506398805041734,
- 0.3164900573139635,
- 0.43006979043441,
- 0.7905643911208129,
- 0.6413092738058827,
- 0.5627062780090482,
- 0.581896324130167,
- 0.4222239030731599,
- 0.764704075254677,
- 0.901244295482766,
- 0.4957418023010464,
- 0.4439109991897823,
- 0.6711969509805306,
- 0.9118606512140112,
- 0.9475173552245658,
- 0.1929795299470642,
- 0.0004709324788297,
- 0.6411534368219354,
- 0.0219628104684422,
- 0.0105120722849325,
- 0.0135917695212,
- 0.0658546220133922,
- 0.0176324938727855,
- 0.262487606079946,
- 0.0609871649930951,
- 0.0063417305651555,
- 0.0247205370234399,
- 0.3014007379711104,
- 0.0106455569517992,
- 0.0245761518408097,
- 0.0540973087015402,
- 0.4219781820314751,
- 0.0425487405703202,
- 0.0785676608182173,
- 0.0845252722640917,
- 0.2250233874192223,
- 0.0856749535020061,
- 0.0660289476396837,
- 0.2015017071550579,
- 0.1898562475367438,
- 0.0846689328290273,
- 0.1803286876512569,
- 0.3547303318013108,
- 0.8620686525950028,
- 0.7679666447396528,
- 0.7427854923899997,
- 0.7393477773883833,
- 0.8591687442240111,
- 0.8441389064053804,
- 0.6505369519910108,
- 0.79561461343759,
- 0.8057239442255799,
- 0.7698044684463117,
- 0.6664546000030387,
- 0.7247066383094325,
- 0.7514529776601077,
- 0.9597015191363218,
- 0.7647242610300764,
- 0.1665616569474886,
- 0.1195784064197649,
- 0.8440195876479708,
- 0.0006765855902476,
- 0.8709547685805242,
- 0.0308109590894238,
- 0.1765606612695444,
- 0.026957508185213,
- 0.8105759920412391,
- 0.1799860926605979,
- 0.790483274296516,
- 0.0218082488952359,
- 0.0193895653925496,
- 0.3245927181148244,
- 0.0116419482566111,
- 0.8033007785776402,
- 0.042276077002194,
- 0.3421639354086066,
- 0.000906068132876,
- 0.0331879818118616,
- 0.3070641136312057,
- 0.817489117885658,
- 0.0005722778986627,
- 0.0023394528333407,
- 0.0108449469030971,
- 0.8947334263270151,
- 0.7193944552285433,
- 0.3745068921426613,
- 0.8956862151459459,
- 0.097507425186192,
- 0.0165076830580692,
- 0.4141343016212798,
- 0.3847181550632702,
- 0.0650364072821542,
- 0.1333180786439117,
- 0.9583489261420232,
- 0.2369761622082134,
- 0.666464675013706,
- 0.0180480097860044,
- 0.2562759146365617,
- 0.3905868406643777,
- 0.8873195916520641,
- 0.2489695227969026,
- 0.9632474318338335,
- 0.4036194513921878,
- 0.9576783869782935,
- 0.7874355596330451,
- 0.0088484672665832,
- 0.8123057420935781,
- 0.4861709273683141,
- 0.0092943109428514,
- 0.2584783223270975,
- 0.6335755058931822,
- 0.3312973856080823,
- 0.0009007484192827,
- 0.0155693776257763,
- 0.4296912382315638,
- 0.7701405669866304,
- 0.0192879227251649,
- 0.3364523760487832,
- 0.0078906059928344,
- 0.7511032212871981,
- 0.030711117089126,
- 0.1372481123778702,
- 0.470229889002866,
- 0.0260726128085651,
- 0.156959826329001,
- 0.0198268630706345,
- 0.071843828783068,
- 0.0726863695435052,
- 0.1392912725391548,
- 0.053742713684571,
- 0.0069398644655869,
- 0.8750991201621839,
- 0.0030713493279432,
- 0.7421515405185568,
- 0.0252471089479771,
- 0.8469734984623476,
- 0.2410049545598097,
- 0.1551612672163514,
- 0.8239382570357126,
- 0.3807156791218976,
- 0.9351199036214218,
- 0.02258234222448,
- 0.6962598438426216,
- 0.0101106169212117,
- 0.9711470913711918,
- 0.3428824699297843,
- 0.8861916036193166,
- 0.850837325568419,
- 0.8738525239471306,
- 0.0084435212502031,
- 0.8068769523797487,
- 0.2194633034593238,
- 0.5946734264792304,
- 0.9412143339904602,
- 0.1108500020039233,
- 0.948770363925704,
- 0.8854786609459399,
- 0.3476276040282007,
- 0.1386275057543355,
- 0.903146647910418,
- 0.6223611343736797,
- 0.3869123299963386,
- 0.2835905023685712,
- 0.0602427590181885,
- 0.2063182015592169,
- 0.2988885124124157,
- 0.6271743370464883,
- 0.7368163920508175,
- 0.1894496483620363,
- 0.7146553045682745,
- 0.8226653267887788,
- 0.5527437427659898,
- 0.1327289443887426,
- 0.7406628638813382,
- 0.7055217889307696,
- 1,
- 0.3650914957980481,
- 0.5114254807664043,
- 0.5527177327554746,
- 0.0072026734588445,
- 0.4092029426609479,
- 0.1154656012269287,
- 0.5519766245747515,
- 0.0049575979516411,
- 0.3414015001194268,
- 0.9088747387677052,
- 0.8251480709934654,
- 0.9254944886162642,
- 0.3157526685474408,
- 0.4319944429426638,
- 0.918278318953586,
- 0.739446348471894,
- 0.8263527000803029,
- 0.2871391625894326,
- 0.739446348471894,
- 0.8263527000803029,
- 0.1312989810452233,
- 0.5944526810917298,
- 0.1568685387286705,
- 0.4363669636402715,
- 0.5757576800554065,
- 0.1609910518720963,
- 0.5944526810917298,
- 0.7652006855900525,
- 0.8429711696276705,
- 0.739446348471894,
- 0.5757576800554065,
- 0.8429711696276705,
- 0.6754478357976462,
- 0.1312989810452233,
- 0.9141651154602204,
- 0.5757576800554065,
- 0.1312989810452233,
- 0.8263527000803029,
- 0.5757576800554065,
- 0.7781840358541567,
- 0.8263527000803029,
- 0.0465261696387581,
- 0.5944526810917298,
- 0.1312989810452233,
- 0.8429711696276705,
- 0.1949568875517871,
- 0.0869088750370911,
- 0.1063685719866702,
- 0.1765205695015232,
- 0.05880226347999,
- 0.2846405037629828,
- 0.2918901152566088,
- 0.0163425871410826,
- 0.065031601160643,
- 0.0268158392280723,
- 0.7367574962672006,
- 0.5077439516378205,
- 0.6267295962833707,
- 0.1253141904782049,
- 0.371988799389984,
- 0.4521549727137876,
- 0.5164563318786497,
- 0.8310293365376775,
- 0.0474552536554001,
- 0.6482082337293327,
- 0.0741830699795217,
- 0.6486302603107925,
- 0.1070943145095439,
- 0.1021264100034691,
- 0.1107769445746275,
- 0.4255582443857552,
- 0.0913833846816764,
- 0.5949124302273098,
- 0.1393122199605766
- ],
- "y0": " ",
- "yaxis": "y"
- },
- {
- "alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-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": [
- 0.1302203072910785,
- 0.4022137728871261,
- 0.3906233887098125,
- 0.4122921912099407,
- 0.1142257558806306,
- 0.0880792758972597,
- 0.5945298792003745,
- 0.8273090007162244,
- 0.2552472815151967,
- 0.9997542718069378,
- 0.0907112675516106,
- 0.1292702960609943,
- 0.0972818379040075,
- 0.3994887644840186,
- 0.1439402260196326,
- 0.2424842875715648,
- 0.4149700488223941,
- 0.2285050582179044,
- 0.1512496442317957,
- 0.2058085038543614,
- 0.2908789045706321,
- 0.5280307785175986,
- 0.6822473107585518,
- 0.4676867037973196,
- 0.1813781734229651,
- 0.0659565482564866,
- 0.5669717577019497,
- 0.4748525840296488,
- 0.0138569814585429,
- 0.001181733762286,
- 0.8352055383931767,
- 0.680595798883237,
- 0.0035764524037275,
- 0.0048270334391916,
- 0.2068164192464263,
- 0.1690250863855109,
- 0.1063398226995458,
- 0.0259924924295775,
- 0.1486284434881558,
- 0.0531173955635001,
- 0.0017766776216456,
- 0.0520668698447761,
- 0.3904236225375164,
- 0.1805671442448653,
- 0.0153942378244447,
- 0.0085055030561329,
- 0.4086907171088323,
- 0.0374464922053418,
- 0.0052537413398592,
- 0.0221706858448497,
- 0.0591570823306234,
- 0.0092542707429635,
- 0.5004374650398066,
- 0.8756325434604894,
- 0.2181710454746772,
- 0.3865483306024307,
- 0.9998469738484012,
- 0.0316245440119673,
- 0.1360462319889852,
- 0.1866678353027536,
- 0.1229257615629257,
- 0.894964708712581,
- 0.8937555915273082,
- 0.8762053509308628,
- 0.9380172008831535,
- 0.9505153336820884,
- 0.2334907097222181,
- 0.7416562788484269,
- 0.2321983429256819,
- 0.9592146627430684,
- 0.9821973051860904,
- 0.9093330774697946,
- 0.1230261153960334,
- 0.0549709822646821,
- 0.3318502760972369,
- 0.0251261751044557,
- 0.1794276744073287,
- 0.014139203634825,
- 0.062620314085803,
- 0.5833003453475026,
- 0.0562838015377969,
- 0.0266243975061687,
- 0.0297245919348014,
- 0.944545057083964,
- 0.7591138774218303,
- 0.0097803150270071,
- 0.095073095634946,
- 0.6386361557962903,
- 0.7454837966487013,
- 0.7964636789355957,
- 0.4084473945398264,
- 0.0691303799964401,
- 0.7334762640318608,
- 0.5678469078635353,
- 0.507417782770098,
- 0.9373285828202228,
- 0.0197111294404236,
- 0.8875340272864165,
- 0.3292564105518734,
- 0.0097381072437349,
- 0.7487261440107982,
- 0.8561091635204715,
- 0.5723296943665049,
- 0.4966521762688036,
- 0.0092122056111718,
- 0.0028819650546126,
- 0.4280172937474061,
- 0.7661886964443674,
- 0.1908822402332833,
- 0.0029623176379283,
- 0.1043504878207531,
- 0.7333870041990388,
- 0.9224681332747178,
- 0.1806100268910453,
- 0.9055842013966492,
- 0.9449667124052952,
- 0.9863923726281226,
- 0.0326789422755931,
- 0.7924699119722045,
- 0.1853608539919262,
- 0.2188671400087061,
- 0.1878462019645704,
- 0.9311008134991312,
- 0.8068545328267326,
- 0.4361751269479739,
- 0.9807720707848718,
- 0.2644375461419985,
- 0.7114509495941372,
- 0.0045108373218728,
- 0.0036595263500432,
- 0.0068906786303711,
- 0.0063585538259189,
- 0.0048930521728627,
- 0.0059683736042754,
- 0.0046561206695908,
- 0.0044772686812915,
- 0.0088636228817901,
- 0.0633447643274056,
- 0.0553572103570943,
- 0.0492535952610713,
- 0.8703939179785799,
- 0.6129436942396139,
- 0.3283357694198582,
- 0.4087860010899778,
- 0.6869960103977667,
- 0.6876026905457271,
- 0.2020762662644024,
- 0.4057263551425141,
- 0.8686648847551276,
- 0.0935556955716415,
- 0.5096686650641455,
- 0.5172939489652943,
- 0.3769767381843728,
- 0.4781841035202803,
- 0.8223414318950831,
- 0.0458816843031813,
- 0.52684541255492,
- 0.082507682170724,
- 0.2010817771103774,
- 0.1799196335471928,
- 0.972872432075356,
- 0.9829339735918428,
- 0.8342540826390398,
- 0.1695294468493177,
- 0.0394701369767289,
- 0.1954396465615256,
- 0.1531737831032834,
- 0.0305911313289862,
- 0.2418579952078201,
- 0.0536389153459757,
- 0.2940401528152297,
- 0.2307214705182878,
- 0.6057012670434808,
- 0.0324181463158052,
- 0.2387386652247117,
- 0.37520810731861,
- 0.0644676025152441,
- 0.3851713027878563,
- 0.1475062775654274,
- 0.0205627214986641,
- 0.975414605514418,
- 0.6426963566709921,
- 0.979108208772706,
- 0.6124845879505054,
- 0.9626529276956192,
- 0.7595886627358087,
- 0.919399601678828,
- 0.9912993604185496,
- 0.8824959441198039,
- 0.2822817568231803,
- 0.8797038551168019,
- 0.7033066547233676,
- 0.5947993293567573,
- 0.5707225751077202,
- 0.6805094281437679,
- 0.8407601931959467,
- 0.5325762773310286,
- 0.5293383408126268,
- 0.1072474665950072,
- 0.7648251729296174,
- 0.1517167440141806,
- 0.3742456631214103,
- 0.6343803169613312,
- 0.5487063784862611,
- 0.160064175465516,
- 0.0670900075295742,
- 0.0471718421454325,
- 0.0190424213252811,
- 0.0041706873357516,
- 0.2120256826787118,
- 0.004056550028486,
- 0.0151839596126415,
- 0.2125438899114713,
- 0.4480367579289659,
- 0.0020323116811085,
- 0.1610839940157946,
- 0.0057246049183274,
- 0.0002534667552821,
- 0.0932800905322814,
- 0.0023054059021328,
- 0.0053187558976963,
- 0.0344919540563335,
- 0.2781198317261985,
- 0.0007664794647502,
- 0.0036442457262567,
- 0.0833927035113,
- 0.0026727398758684,
- 0.002594184859634,
- 0.0004876292717161,
- 0.0017417365962071,
- 0.0247273948939322,
- 0.0271585587110347,
- 0.2619353620844229,
- 0.0270659832212378,
- 0.0294308993197009,
- 0.0109264309455867,
- 0.431670581162257,
- 0.007928215989927,
- 0.0134637361171317,
- 0.0401991385760195,
- 0.0302190965128778,
- 0.0813100976331848,
- 0.0195811071840126,
- 0.0005163577655492,
- 0.9962568285170054,
- 0.0975493376397987,
- 0.007717584376,
- 0.0477052425465032,
- 0.0572602401192616,
- 0.280583508393849,
- 0.0119532481407235,
- 0.6848658400163066,
- 0.0072063925384272,
- 0.4258710852284142,
- 0.0040798910529044,
- 0.0100931113061704,
- 0.0058739497168383,
- 0.0093568278292784,
- 0.0017767947597154,
- 0.00002330781052163945,
- 0.005529317513374,
- 0.0096971272675274,
- 0.7832252594987494,
- 0.0007598079739367,
- 0.0074230849588765,
- 0.0057330888432505,
- 0.0112406293362263,
- 0.0028466978107715,
- 0.0053472752812739,
- 0.0119883563514473,
- 0.0296133936959597,
- 0.0059805388041104,
- 0.0004723505722502,
- 0.0121891696560696,
- 0.0104538827550832,
- 0.0338079033418569,
- 0.0410694796724464,
- 0.3759508430415916,
- 0.0035369455535797,
- 0.0016087330717899,
- 0.1086621765957288,
- 0.044330422702483,
- 0.9457012739347488,
- 0.1396606184207337,
- 0.0754664855322804,
- 0.013877724657315,
- 0.9547568300220858,
- 0.517060415649854,
- 0.0299065213872796,
- 0.9699996644354272,
- 0.0064357049643732,
- 0.496978500242495,
- 0.8105200493439114,
- 0.9029144848090346,
- 0.7511949225899286,
- 0.0204501578092285,
- 0.0148333834234145,
- 0.0177176976512051,
- 0.3330417055407634,
- 0.005401175036047,
- 0.9332700556245824,
- 0.366250384309729,
- 0.013889316955303,
- 0.0105128216003464,
- 0.028804813806297,
- 0.0362093736616186,
- 0.0111540307702929,
- 0.9113497557705376,
- 0.1107409478794131,
- 0.0263395962374262,
- 0.3339754248390206,
- 0.9858266269575052,
- 0.0039591510778783,
- 0.0113020072024764,
- 0.0061435197688365,
- 0.0048407321531422,
- 0.0315186530723804,
- 0.0031084008923197,
- 0.863284427528115,
- 0.91112101110015,
- 0.007166766351422,
- 0.0019104193267078,
- 0.015861721178294,
- 0.0035058948618592,
- 0.4315545844253702,
- 0.0093926424183596,
- 0.961653390682191,
- 0.1529872460832244,
- 0.9957934309396842,
- 0.012796912240428,
- 0.0133844381024959,
- 0.0070997732605693,
- 0.010031491879589,
- 0.0015954182890532,
- 0.0198479515690152,
- 0.0078503450916495,
- 0.7360318531918502,
- 0.9958298803352532,
- 0.9960323279752864,
- 0.9994160160623564,
- 0.0679798108052264,
- 0.9960247538196566,
- 0.999415628746404,
- 0.9344600938815092,
- 0.8941158599573051,
- 0.99970379614177,
- 0.9988244423958548,
- 0.8930970111795608,
- 0.9875835103061236,
- 0.8963925792054593,
- 0.9999142103620434,
- 0.994758565857886,
- 0.9960620041106312,
- 0.8930970111795608,
- 0.9947693429311582,
- 0.9257565944621264,
- 0.9344600938815092,
- 0.9886397810898266,
- 0.8930970111795608,
- 0.9344600938815092,
- 0.999417056909103,
- 0.8930970111795608,
- 0.0680871293392232,
- 0.999416051575724,
- 0.0496585060206534,
- 0.8924214505965888,
- 0.9344600938815092,
- 0.9947561416770048,
- 0.998708191474183,
- 0.9875656804640912,
- 0.0682831509235911,
- 0.9954658523123608,
- 0.9739349221065868,
- 0.9540456788536132,
- 0.068010725755527,
- 0.0129539886817153,
- 0.0141127847717399,
- 0.9971669091187836,
- 0.0196919340477976,
- 0.997142294920792,
- 0.9988614966821197,
- 0.9946721879823966,
- 0.617246665423114,
- 0.9895374559442452,
- 0.7433025389052081,
- 0.8677147752771016,
- 0.0168849937738833,
- 0.9995800386928292,
- 0.020668967725045,
- 0.9940731638610902,
- 0.9990970116506293,
- 0.0168468658889783,
- 0.0201813242167401,
- 0.9956666578080888,
- 0.8698690021430505,
- 0.9803703088298416,
- 0.985106954794408
- ],
- "y0": " ",
- "yaxis": "y"
- },
- {
- "alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-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": [
- 0.1302075880945323,
- 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,
- 0.0138569814585429,
- 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,
- 0.5963469982330721,
- 0.2134886159062852,
- 0.3873317336145385,
- 0.9998469738484012,
- 0.0357546639363397,
- 0.1200033998163251,
- 0.0912157850366874,
- 0.125109788613724,
- 0.0877770931397694,
- 0.893779287993858,
- 0.876169912785374,
- 0.9379917646887668,
- 0.9504823573884094,
- 0.2333929629551284,
- 0.7415208828572458,
- 0.2321201668180113,
- 0.9591994353970044,
- 0.9821867129274388,
- 0.9092747002189502,
- 0.122991565905646,
- 0.0544344397091935,
- 0.2911674583219765,
- 0.0246803138801214,
- 0.1762930650472261,
- 0.0155698147095815,
- 0.0611296464266992,
- 0.5844429414472653,
- 0.0591411496511025,
- 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,
- 0.191010934005416,
- 0.2059623557688768,
- 0.1914245726593494,
- 0.9424353027360995,
- 0.6815019575467189,
- 0.4358186863104568,
- 0.9812543703851172,
- 0.2538076975803846,
- 0.7271804486965581,
- 0.0037087703456126,
- 0.0036859199953144,
- 0.0069055740939393,
- 0.0098013722714746,
- 0.0057805712588491,
- 0.0060368128304548,
- 0.0035425868743758,
- 0.0044294176554933,
- 0.0047377572445269,
- 0.0596457898679519,
- 0.0532990590283376,
- 0.0471780496191871,
- 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,
- 0.9728911130595732,
- 0.9829336559158512,
- 0.8311369093023032,
- 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,
- 0.9759604541294454,
- 0.5989786954186845,
- 0.979108208772706,
- 0.4507891870998897,
- 0.9548245074567516,
- 0.6959624208019565,
- 0.9188922754788038,
- 0.989392806499534,
- 0.8816399568227429,
- 0.4068306405403881,
- 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,
- 0.0670897271132299,
- 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,
- 0.9401943724129144,
- 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,
- 0.3659224082416971,
- 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,
- 0.9958298803352532,
- 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,
- 0.9875656804640912,
- 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
- ],
- "y0": " ",
- "yaxis": "y"
- },
- {
- "alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-PR=%{y}<extra></extra>",
- "legendgroup": "CNN",
- "marker": {
- "color": "steelblue"
- },
- "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": [
- 0.1281230264491002,
- 0.2842988904090875,
- 0.1486602457575036,
- 0.5062377782848436,
- 0.1093016029018965,
- 0.1230915055332942,
- 0.2741398980275113,
- 0.3729975217289507,
- 0.2186782757884373,
- 0.4549234044307947,
- 0.6680188996649069,
- 0.150056935429174,
- 0.3740313195875543,
- 0.1355784738297818,
- 0.1415007474051283,
- 0.1882245105623533,
- 0.2185322551599729,
- 0.1325044412294144,
- 0.1718368217465958,
- 0.2795188907742347,
- 0.1044890561362054,
- 0.6316558227092272,
- 0.1324152479997597,
- 0.4853652122838188,
- 0.1274875981043735,
- 0.1091453375407252,
- 0.1246838058610255,
- 0.1510404864957756,
- 0.0804666284806967,
- 0.0957087312198925,
- 0.5180696941875284,
- 0.5022879701828662,
- 0.0235821955518565,
- 0.0951059981600233,
- 0.1669306715382487,
- 0.0717609060854067,
- 0.0814369829248737,
- 0.0597533047116902,
- 0.1741250815969317,
- 0.0620543411925328,
- 0.0231713121719618,
- 0.1086585082611172,
- 0.6957752426238644,
- 0.9064856935468568,
- 0.0473801930296828,
- 0.0263336068130631,
- 0.6209564649433585,
- 0.14805682917337,
- 0.3399405947573503,
- 0.0711752135148162,
- 0.1341436058372531,
- 0.0240144743347815,
- 0.5456662483941999,
- 0.4476226996994207,
- 0.3919790453770355,
- 0.4921244402317723,
- 0.796816814750184,
- 0.0378063919705619,
- 0.2216483971001032,
- 0.1402126536621328,
- 0.1773898830196722,
- 0.4115500871271738,
- 0.9982068838658196,
- 0.9962983921401736,
- 0.9988458546502964,
- 0.9908943670380822,
- 0.955349545370042,
- 0.995716737083034,
- 0.4676976190058036,
- 0.9971684482371344,
- 0.9994379102756,
- 0.9996312640045588,
- 0.3984561332333746,
- 0.0720986632149439,
- 0.3588250984214283,
- 0.0471191352441516,
- 0.1833885757656732,
- 0.0260814913899167,
- 0.0465118798213454,
- 0.3504460115041957,
- 0.0645840267531306,
- 0.1552023923051212,
- 0.4976541975788233,
- 0.5754628417718699,
- 0.6534869456239075,
- 0.3425423091174522,
- 0.6861715447992724,
- 0.3889702803701961,
- 0.66765189168071,
- 0.6394325772852119,
- 0.3805513828319703,
- 0.3377793315888918,
- 0.5289456830519411,
- 0.4056530180022821,
- 0.6491952484438576,
- 0.8949086412639791,
- 0.7121350175693281,
- 0.7043401676260745,
- 0.6466464811215911,
- 0.374824509174613,
- 0.6310219724617687,
- 0.2793296714844815,
- 0.5811611680805897,
- 0.4156535794817605,
- 0.3286416411458664,
- 0.4561995060415308,
- 0.5700520394488076,
- 0.6290472047191378,
- 0.6972981347306547,
- 0.1497570671859572,
- 0.567547569471209,
- 0.68406525892292,
- 0.3535198224382933,
- 0.6908098073584702,
- 0.6975421995873684,
- 0.8105064179406004,
- 0.9067987011695224,
- 0.5005584072257004,
- 0.5206418256233104,
- 0.1930870718859934,
- 0.206844385060584,
- 0.182764973058924,
- 0.6074799037453524,
- 0.4865707387837473,
- 0.4496141066424863,
- 0.598306178604236,
- 0.4336269032303372,
- 0.4972486155121168,
- 0.0049633614898044,
- 0.0059804482842866,
- 0.0066080607916868,
- 0.0053088634096832,
- 0.0148335005506226,
- 0.0066282465933624,
- 0.00511680712734,
- 0.0046380813680864,
- 0.0088146541882008,
- 0.0732358955486007,
- 0.04967245501394,
- 0.052339991958405,
- 0.3788817136107587,
- 0.0725936761151164,
- 0.2836785764566963,
- 0.1803007662799583,
- 0.4208593060785918,
- 0.101037217218201,
- 0.0629207227319086,
- 0.2653045147076642,
- 0.502474209455775,
- 0.0441918007985585,
- 0.1687437864277201,
- 0.2591423005403698,
- 0.1344336945950023,
- 0.1399671763578774,
- 0.3794383591709119,
- 0.0351848420242646,
- 0.3256304918957544,
- 0.0681536309602174,
- 0.0868116941301637,
- 0.0859455046983341,
- 0.9997599521997204,
- 0.9996839841599524,
- 0.9833648798289986,
- 0.1246830755199897,
- 0.2103803456333527,
- 0.1638938242969145,
- 0.2149414169959586,
- 0.083846154009696,
- 0.1707764441644603,
- 0.0691434509615069,
- 0.3826226492329042,
- 0.1693875260406004,
- 0.3834583859501401,
- 0.0257259064967653,
- 0.1493134393908906,
- 0.5116235735911747,
- 0.1477968527756455,
- 0.3247182603547379,
- 0.1449152146254124,
- 0.2218224083174746,
- 0.9400053801340128,
- 0.3371388008905975,
- 0.9162097016446772,
- 0.2986946437509267,
- 0.9572505262726722,
- 0.4639072106499429,
- 0.7873821701054002,
- 0.8980917269763676,
- 0.8349253118532726,
- 0.2882929464081713,
- 0.9873149232995548,
- 0.685948884758337,
- 0.6108180092960103,
- 0.6655389959687324,
- 0.7746202793099435,
- 0.9252849277660272,
- 0.2395125447509856,
- 0.2531010051709699,
- 0.2472549897722414,
- 0.8711639392291637,
- 0.1742870281592839,
- 0.4494211543758448,
- 0.6828385101180746,
- 0.9000328344668101,
- 0.1719797428672911,
- 0.0754866098747693,
- 0.0072510613099953,
- 0.0180187523474522,
- 0.0023599992255589,
- 0.0186349897838253,
- 0.0037831762825071,
- 0.0891989313216218,
- 0.0624182140789527,
- 0.4670356889010663,
- 0.0042612384057259,
- 0.1046900239172253,
- 0.0235258046261772,
- 0.00003724389191270504,
- 0.0334682692072412,
- 0.0027233647987097,
- 0.0123901375940827,
- 0.0374757690316258,
- 0.3878051752248955,
- 0.00008438755218087783,
- 0.0072253749053183,
- 0.0054235234813388,
- 0.0161700417328865,
- 0.0024742860016816,
- 0.0339999901098135,
- 0.0027124694475735,
- 0.0311425559785445,
- 0.0238179721059759,
- 0.2893389879354357,
- 0.0474805373021447,
- 0.0258851209615548,
- 0.0758366634880312,
- 0.1026693099844237,
- 0.008557725932934,
- 0.0116927769252566,
- 0.0325461076757531,
- 0.030337209916101,
- 0.0128820643309323,
- 0.021323036074756,
- 0.002429296018506,
- 0.0830680122032335,
- 0.0252636890793351,
- 0.1000111051518494,
- 0.0079058600778415,
- 0.0324121209936769,
- 0.3826392884627874,
- 0.0153066354850731,
- 0.1599244857207101,
- 0.0157332276693991,
- 0.8584823211787624,
- 0.0065523244441844,
- 0.0132319187584428,
- 0.0051399463944406,
- 0.0101092425909832,
- 0.0050494477877606,
- 0.6389452349287611,
- 0.0287823194393534,
- 0.0086485057779373,
- 0.1380793905049866,
- 0.0020187904532974,
- 0.0088631549799395,
- 0.0240274391142385,
- 0.0101361288635255,
- 0.0052832666598942,
- 0.0060614001633549,
- 0.117034198256082,
- 0.0117485616073495,
- 0.0066404130475326,
- 0.000981354268891,
- 0.0102706737268721,
- 0.0108261582439367,
- 0.0372204476481444,
- 0.035914640679702,
- 0.0118538173000704,
- 0.0042131348392555,
- 0.0083433893877491,
- 0.0527683619621047,
- 0.0150517792513866,
- 0.0250333053358538,
- 0.3247751491114983,
- 0.7573299371397041,
- 0.0262298440954672,
- 0.7453539419689511,
- 0.6345266031656472,
- 0.6319708963477336,
- 0.4470378770183639,
- 0.1616583231533202,
- 0.5050275424089774,
- 0.1789209019555449,
- 0.0403986892533928,
- 0.3621408947677713,
- 0.0358210120757705,
- 0.9663434976469152,
- 0.017898464980388,
- 0.4990714714867885,
- 0.0127205288721103,
- 0.0272751170516106,
- 0.6807482076261672,
- 0.1666666666666665,
- 1,
- 0.101973386449584,
- 0.0443241033582907,
- 0.0222305009259857,
- 1,
- 0.1839508630376196,
- 0.7083333333333324,
- 0.8641975308641974,
- 0.8595679012345676,
- 0.0399761660900809,
- 0.0167009420130999,
- 1,
- 0.0035718529241364,
- 0.0405693782442746,
- 1,
- 1,
- 1,
- 1,
- 0.0045651223666539,
- 1,
- 0.0714285714285714,
- 0.5,
- 1,
- 0.6868864670348196,
- 0.250512268389321,
- 0.9682978299975912,
- 0.357142857142857,
- 1,
- 0.0065951416068264,
- 0.1666666666666669,
- 0.0020576131687242,
- 0.1013702941960537,
- 1,
- 0.7557885632529764,
- 0.925958382412965,
- 0.9757637371296172,
- 0.7871409304141511,
- 0.4603977508567808,
- 0.9500901069873452,
- 0.7939925296662802,
- 0.6605451461698905,
- 0.530905980631442,
- 0.8865632967121791,
- 0.9577388760683312,
- 0.5465036995490807,
- 0.5247066342855596,
- 0.542132987856414,
- 0.8854834785482737,
- 0.6450084913069772,
- 0.9060580431760248,
- 0.5612659686290052,
- 0.6462520776274199,
- 0.3402601274904894,
- 0.6382566953390012,
- 0.4981606879571166,
- 0.5614412475079662,
- 0.6784518396328999,
- 0.8060972957474164,
- 0.560865621641946,
- 0.1657291974292016,
- 0.800819408286119,
- 0.2610331071033019,
- 0.4868116011339363,
- 0.6026354631997963,
- 0.6442490731547452,
- 0.816907012603195,
- 0.2620207321994717,
- 0.3860824375472147,
- 0.9718563938037094,
- 0.7444651155329965,
- 0.9383130365668468,
- 0.0953247924176184,
- 0.579553327649879,
- 0.9826616967671836,
- 0.6751448315188189,
- 0.0204823964158132,
- 0.9420572688208696,
- 0.9844886885709074,
- 0.9938952051358272,
- 0.5242256607028803,
- 0.7637295468607246,
- 0.7909012200100266,
- 0.998475693506088,
- 0.1434023413524857,
- 0.9811003855894675,
- 0.1221356868908125,
- 0.9626651013862776,
- 0.9141736673508122,
- 0.5436795620913697,
- 0.213025735750225,
- 0.0385775642397456,
- 0.3827111456258198,
- 0.9552472346201988,
- 0.8079787567107698
- ],
- "y0": " ",
- "yaxis": "y"
- },
- {
- "alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-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"
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF",
+ "Sub-LOF"
+ ],
+ "x0": " ",
+ "xaxis": "x",
+ "y": [
+ 0.119533527696793,
+ 0.2700156985871271,
+ 0.0164149704530531,
+ 0.3109452736318407,
+ 0,
+ 0.245631067961165,
+ 0.1411290322580645,
+ 0,
+ 0,
+ 0,
+ 0.1012658227848101,
+ 0.0857699805068226,
+ 0,
+ 0.1184210526315789,
+ 0.2183235867446393,
+ 0.0234806629834254,
+ 0.472636815920398,
+ 0.1063829787234042,
+ 0.15,
+ 0.2270531400966183,
+ 0.2625,
+ 0.0288461538461538,
+ 0.0727636849132176,
+ 0.4756335282651072,
+ 0.0348101265822784,
+ 0.1428571428571428,
+ 0,
+ 0.5465116279069767,
+ 1,
+ 1,
+ 1,
+ 0.5909090909090909,
+ 0.975609756097561,
+ 0,
+ 1,
+ 1,
+ 0.7692307692307693,
+ 0.7575757575757576,
+ 1,
+ 0.9607843137254902,
+ 1,
+ 1,
+ 0.2,
+ 0.2572614107883817,
+ 1,
+ 1,
+ 0.1628959276018099,
+ 0.7345132743362832,
+ 1,
+ 0.9753086419753086,
+ 0.7282051282051282,
+ 0.9830508474576272,
+ 0.8735632183908046,
+ 0.9834710743801652,
+ 0.0737179487179487,
+ 0.292817679558011,
+ 0,
+ 0.5267175572519084,
+ 0.4545454545454545,
+ 0.2463768115942029,
+ 0.0119047619047619,
+ 0.0175438596491228,
+ 0.0050968399592252,
+ 0,
+ 0,
+ 0.0051387461459403,
+ 0,
+ 0.0254841997961264,
+ 0,
+ 0.008695652173913,
+ 0.0032165832737669,
+ 0.0003575259206292,
+ 0.1179531656548135,
+ 0.2873276428102429,
+ 0.1913822048125349,
+ 0.3248108675244354,
+ 0.0676644371794487,
+ 0.5,
+ 0.4020652714120051,
+ 0.0682221989966555,
+ 0.2965270609054711,
+ 0.4964871194379391,
+ 1,
+ 0.031055900621118,
+ 0,
+ 0.904040404040404,
+ 1,
+ 0.2976985894580549,
+ 0.0572687224669603,
+ 0.5031055900621118,
+ 0.0470319634703196,
+ 0.0465116279069767,
+ 0.9503105590062112,
+ 0.3923533778767631,
+ 0.5068493150684932,
+ 0.0062111801242236,
+ 1,
+ 0,
+ 1,
+ 0.8541666666666666,
+ 0,
+ 0.639751552795031,
+ 1,
+ 0.9696969696969696,
+ 0.8787878787878788,
+ 1,
+ 0.9696969696969696,
+ 0,
+ 0.9875776397515528,
+ 1,
+ 0.9444444444444444,
+ 0.0484581497797356,
+ 0.3664596273291925,
+ 1,
+ 0.3167701863354037,
+ 0.9316770186335404,
+ 0,
+ 1,
+ 0.5093167701863354,
+ 0.0815103991384532,
+ 0.1082991182607525,
+ 0.1064144847546611,
+ 0.0219876868953386,
+ 0.0360525898938697,
+ 0.0300649453508633,
+ 0.0738786279683377,
+ 0.0665882789776595,
+ 0.065660003713101,
+ 0.8,
+ 0.7285714285714285,
+ 0.76,
+ 0.73,
+ 0.815,
+ 0.9,
+ 0.865,
+ 0.685,
+ 0.7,
+ 0,
+ 0.2473958333333333,
+ 0,
+ 0.1041412911084043,
+ 0.9053254437869822,
+ 0.4581787039680274,
+ 0.3196202531645569,
+ 0.0915550142103126,
+ 0.3242296918767507,
+ 0.3107986298900306,
+ 0.2504440497335701,
+ 0.1247061983748573,
+ 0.508411214953271,
+ 0.6952380952380952,
+ 0.152398401065956,
+ 0.2793191886220564,
+ 0.3612614005255835,
+ 0.0633148567413537,
+ 0.2560559258657129,
+ 0.1811722912966252,
+ 0.2724608130495731,
+ 0.4636278852879459,
+ 0.2919346195069667,
+ 0.0136268343815513,
+ 0.0065217391304347,
+ 0.0327868852459016,
+ 1,
+ 0.5,
+ 0.1409023668639053,
+ 0.6455696202531646,
+ 0.0011098779134295,
+ 0,
+ 0.1881868131868131,
+ 0.1132075471698113,
+ 0.0465282748747315,
+ 0.5510204081632653,
+ 0.119205298013245,
+ 0.6724137931034483,
+ 0.6998420221169036,
+ 0.2312746386333771,
+ 0.0352663420392504,
+ 0.7464788732394366,
+ 0.3715062111801242,
+ 0.2954545454545454,
+ 0.4153846153846154,
+ 0.0769230769230769,
+ 0.4035087719298245,
+ 0.25,
+ 0.1746031746031746,
+ 0.2833333333333333,
+ 0.3033707865168539,
+ 0.0185185185185185,
+ 0.3109459459459459,
+ 0.0191570881226053,
+ 0.0088757396449704,
+ 0,
+ 0.2331002331002331,
+ 0,
+ 0,
+ 0,
+ 0.0176470588235294,
+ 0.1153846153846153,
+ 0.0637254901960784,
+ 0,
+ 0.0493827160493827,
+ 0.0522388059701492,
+ 0.0875,
+ 0.2341463414634146,
+ 0.096,
+ 0.68,
+ 1,
+ 0,
+ 1,
+ 0.1333333333333333,
+ 0.56625,
+ 0.0967741935483871,
+ 1,
+ 1,
+ 1,
+ 0.79375,
+ 0,
+ 1,
+ 0.08,
+ 0.55,
+ 0.0043290043290043,
+ 0.84,
+ 0,
+ 1,
+ 0.6307692307692307,
+ 1,
+ 0,
+ 1,
+ 0.95,
+ 0.6854460093896714,
+ 1,
+ 0.87,
+ 0.6764705882352942,
+ 0.2061855670103092,
+ 0.6230769230769231,
+ 0.9533333333333334,
+ 1,
+ 1,
+ 1,
+ 0.75,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0.5463917525773195,
+ 1,
+ 1,
+ 0.7019230769230769,
+ 0.87,
+ 1,
+ 0.775,
+ 0.5033898305084745,
+ 1,
+ 1,
+ 0.4866666666666667,
+ 1,
+ 1,
+ 1,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0.3223684210526316,
+ 1,
+ 1,
+ 0.82,
+ 0.8333333333333334,
+ 1,
+ 1,
+ 0.6608695652173913,
+ 1,
+ 1,
+ 1,
+ 0.4972222222222222,
+ 0.8541666666666666,
+ 1,
+ 1,
+ 1,
+ 0.7876923076923077,
+ 1,
+ 0.1066666666666666,
+ 1,
+ 0.3247863247863248,
+ 0.1061552185548617,
+ 1,
+ 0.2926829268292683,
+ 0.3366336633663366,
+ 0.8434163701067615,
+ 0.0186567164179104,
+ 0,
+ 1,
+ 0.2477678571428571,
+ 1,
+ 1,
+ 1,
+ 0.0196078431372549,
+ 0.8016528925619835,
+ 0.0353130016051364,
+ 0,
+ 0.9293478260869564,
+ 0.0090419126211675,
+ 1,
+ 1,
+ 0.5,
+ 0.3375,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0.3333333333333333,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0.5,
+ 1,
+ 1,
+ 0.4,
+ 0.0616740088105726,
+ 1,
+ 1,
+ 0.5,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0.1176470588235294,
+ 0.0123229722273312,
+ 0.0034945742137208,
+ 0.1659003126724296,
+ 0.0180246459444546,
+ 0.0034945742137208,
+ 0.1659003126724296,
+ 0.0286922935442339,
+ 0.0724664336950524,
+ 0,
+ 0.0198638955306235,
+ 0,
+ 0.0201812191103789,
+ 0.0724664336950524,
+ 0.0132425970204156,
+ 0.0064373735515909,
+ 0.0034945742137208,
+ 0,
+ 0.0064373735515909,
+ 0,
+ 0.0286922935442339,
+ 0.0217031451167923,
+ 0,
+ 0.0286922935442339,
+ 0.1659003126724296,
+ 0,
+ 0.047636564281773,
+ 0.1659003126724296,
+ 0.1508609611924955,
+ 0.0724664336950524,
+ 0.0286922935442339,
+ 0.0064373735515909,
+ 0.0057666214382632,
+ 0.2878787878787879,
+ 0.0499124343257443,
+ 0.0568769389865563,
+ 0.1757575757575757,
+ 0.1699266503667481,
+ 0.0866900175131348,
+ 0.1035353535353535,
+ 0.1200657894736842,
+ 0.1095890410958904,
+ 0,
+ 0.0093071354705274,
+ 0.0796847635726795,
+ 0.1994949494949495,
+ 0.0481611208406304,
+ 0.1252189141856392,
+ 0.0413650465356773,
+ 0.084938704028021,
+ 0.2420091324200913,
+ 0.0901926444833625,
+ 0.1650366748166259,
+ 0.1292657704239917,
+ 0.0332749562171628,
+ 0.1894977168949771,
+ 0.2237163814180929,
+ 0.143348623853211,
+ 0.1625916870415648,
+ 0.0992761116856256,
+ 0.2348484848484848
+ ],
+ "y0": " ",
+ "yaxis": "y"
+ },
+ {
+ "alignmentgroup": "True",
+ "hovertemplate": "Model=%{x}<br>Recall=%{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,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1689320388349514,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.3664717348927875,
+ 0,
+ 0.0131578947368421,
+ 0.175438596491228,
+ 0,
+ 0.3980099502487562,
+ 0,
+ 0.045,
+ 0.1916264090177133,
+ 0,
+ 0,
+ 0.1935914552736982,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1348837209302325,
+ 0.375,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2682926829268293,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.5423728813559322,
+ 0,
+ 0.8512396694214877,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0082644628099173,
+ 0,
+ 0,
+ 0,
+ 0.0040774719673802,
+ 0,
+ 0,
+ 0.0082219938335046,
+ 0,
+ 0.0244648318042813,
+ 0,
+ 0,
+ 0.0050035739814152,
+ 0.0007150518412584,
+ 0,
+ 0.5836725760560297,
+ 0.8214376557969171,
+ 0.3032193936716549,
+ 0.0656698959239374,
+ 0,
+ 0.3098459329615108,
+ 0.7343227424749164,
+ 0.6321707712726736,
+ 0.3185011709601874,
+ 0,
+ 0.84472049689441,
+ 0,
+ 0.1464646464646464,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.4553243574051407,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0.1510416666666666,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0.1111111111111111,
+ 0.6363636363636364,
+ 0,
+ 0,
+ 1,
+ 0.4242424242424242,
+ 0.1515151515151515,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0959143837921518,
+ 0.1060106347176415,
+ 0.1379147876421888,
+ 0.087409512211623,
+ 0.023190242357041,
+ 0.0175510850625693,
+ 0.13990934307557,
+ 0.0719103904944613,
+ 0.2102852899313076,
+ 0.1,
+ 0.2857142857142857,
+ 0.1,
+ 0.1,
+ 0.19,
+ 0.1,
+ 0.22,
+ 0.1,
+ 0.2,
+ 0.4552083333333333,
+ 0.7526041666666666,
+ 0.6467391304347826,
+ 0.266037352821762,
+ 1,
+ 0.8840993434199258,
+ 0.413724183877415,
+ 0.7573081607795371,
+ 0.9103641456582632,
+ 0.6504416801874887,
+ 0.7475260086272519,
+ 0.4301255792089181,
+ 0.7476635514018691,
+ 0.9566137566137566,
+ 0.7360093271152565,
+ 0.413849382140359,
+ 0.8454166022569176,
+ 0.6933406198766492,
+ 0.6771256706226629,
+ 0.8099467140319716,
+ 0.717344207977571,
+ 0.2752389834460247,
+ 0.4402465166130761,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.5,
+ 0.0011094674556213,
+ 0,
+ 0,
+ 1,
+ 0.0013736263736263,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2241379310344827,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0648148148148148,
+ 0.3412837837837837,
+ 0.0153256704980842,
+ 0.4260355029585799,
+ 0.04,
+ 0.2331002331002331,
+ 0,
+ 0.0076628352490421,
+ 0,
+ 0.307843137254902,
+ 0,
+ 0.0588235294117647,
+ 0,
+ 0.1265432098765432,
+ 0.3022388059701492,
+ 0,
+ 0,
+ 0.182,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0.22875,
+ 0.0193548387096774,
+ 1,
+ 0.6727272727272727,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0.95,
+ 0,
+ 0,
+ 0.5692307692307692,
+ 1,
+ 0,
+ 0,
+ 0.1666666666666666,
+ 1,
+ 1,
+ 0.975,
+ 0.7352941176470589,
+ 0,
+ 0,
+ 0.8933333333333333,
+ 1,
+ 1,
+ 0.5833333333333334,
+ 0.925,
+ 1,
+ 1,
+ 1,
+ 1,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0.945,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0.62,
+ 0,
+ 0.99,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0.5789473684210527,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0.3594202898550724,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0.6041666666666666,
+ 0.1041666666666666,
+ 0,
+ 1,
+ 0.1507692307692307,
+ 1,
+ 0.31,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0.1463414634146341,
+ 1,
+ 0,
+ 0.6791044776119403,
+ 0,
+ 1,
+ 0.0691964285714285,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0.36,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0.5,
+ 1,
+ 0,
+ 0.2,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0.1764705882352941,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2151639344262295,
+ 0,
+ 0.1325136612021858,
+ 0,
+ 0,
+ 0.0040463490895714,
+ 0,
+ 0.0023910244620194,
+ 0.089139344262295,
+ 0,
+ 0,
+ 0,
+ 0.2219974250505793,
+ 0.0754781420765027,
+ 0,
+ 0,
+ 0.101775956284153,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.3202170963364993,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0
+ ],
+ "y0": " ",
+ "yaxis": "y"
+ },
+ {
+ "alignmentgroup": "True",
+ "hovertemplate": "Model=%{x}<br>Recall=%{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": [
+ 0.0116618075801749,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2019417475728155,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.3372319688109161,
+ 0,
+ 0.0592105263157894,
+ 0.2105263157894736,
+ 0.0013812154696132,
+ 0.2736318407960199,
+ 0,
+ 0.0075,
+ 0.1690821256038647,
+ 0,
+ 0,
+ 0.3711615487316422,
+ 0.3118908382066276,
+ 0,
+ 0,
+ 0,
+ 0.0930232558139534,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.9834710743801652,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2066115702479339,
+ 0,
+ 0,
+ 0,
+ 0.0112130479102956,
+ 0,
+ 0.0039159843360626,
+ 0.0020554984583761,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0114408294601358,
+ 0,
+ 0.4705187130663165,
+ 0.4700106832171745,
+ 0.5128389198740958,
+ 0.1223268648210911,
+ 0.4320557491289198,
+ 0.4264730244629742,
+ 0.2449832775919732,
+ 0.4494174900457159,
+ 0.234192037470726,
+ 0,
+ 0.8136645962732919,
+ 0.0363436123348017,
+ 0.101010101010101,
+ 0.8944099378881988,
+ 0.1533036377134372,
+ 0,
+ 0,
+ 0,
+ 0.3439412484700122,
+ 0,
+ 0,
+ 0,
+ 0.4285714285714285,
+ 0.9503105590062112,
+ 0,
+ 0,
+ 0.1041666666666666,
+ 0,
+ 0.1614906832298136,
+ 0.3726708074534161,
+ 0,
+ 0.106060606060606,
+ 0.4696969696969697,
+ 0,
+ 0,
+ 0.8881987577639752,
+ 0.2424242424242424,
+ 0.0707070707070707,
+ 0,
+ 0,
+ 0.8260869565217391,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.115299185569092,
+ 0.0887796998048058,
+ 0.1638284983509456,
+ 0.1584466544888708,
+ 0.0007286551560272,
+ 0.0229367970853793,
+ 0.1035112644611325,
+ 0.1264310910328609,
+ 0.1311962373909276,
+ 0.315,
+ 0.5,
+ 0.515,
+ 0.58,
+ 0.5,
+ 0.675,
+ 0.55,
+ 0.635,
+ 0.9,
+ 0.1635416666666666,
+ 0.1953125,
+ 0.5665760869565217,
+ 0.1052578156719447,
+ 0.8994082840236687,
+ 0.7810448187268056,
+ 0.4633577614923384,
+ 0.176512383272432,
+ 0.4565826330532213,
+ 0.6239408689381648,
+ 0.6747018523217457,
+ 0.1190652071721173,
+ 0.6672897196261682,
+ 0.8148148148148148,
+ 0.3629247168554297,
+ 0.2789694567498251,
+ 0.6200340083475034,
+ 0.2755874775548442,
+ 0.4971549341570476,
+ 0.4610504947982745,
+ 0.4207977571046259,
+ 0.2481930519934716,
+ 0.405144694533762,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.5,
+ 0,
+ 0,
+ 0,
+ 0.9714285714285714,
+ 0.0027472527472527,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2241379310344827,
+ 0,
+ 0,
+ 0,
+ 0.7887323943661971,
+ 0,
+ 0,
+ 0,
+ 0.0549450549450549,
+ 0,
+ 0,
+ 0,
+ 0.0833333333333333,
+ 0,
+ 0.0925925925925925,
+ 0.3387162162162162,
+ 0.0076628352490421,
+ 0.4260355029585799,
+ 0,
+ 0.2331002331002331,
+ 0,
+ 0.0153256704980842,
+ 0,
+ 0.3901960784313725,
+ 0.2487179487179487,
+ 0.0637254901960784,
+ 0.1195219123505976,
+ 0.0185185185185185,
+ 0.3134328358208955,
+ 0.5,
+ 0.2926829268292683,
+ 0,
+ 0.82,
+ 1,
+ 0,
+ 1,
+ 0.1333333333333333,
+ 0.32,
+ 0.1096774193548387,
+ 1,
+ 0.509090909090909,
+ 0.6391752577319587,
+ 0,
+ 0,
+ 1,
+ 0.2805882352941176,
+ 1,
+ 0,
+ 0.475,
+ 1,
+ 0.6,
+ 0.5076923076923077,
+ 1,
+ 0,
+ 0,
+ 0.0666666666666666,
+ 1,
+ 0.6288659793814433,
+ 0.495,
+ 0.6647058823529411,
+ 0.1237113402061855,
+ 0.0169230769230769,
+ 0.83,
+ 0.5625,
+ 0.2916666666666667,
+ 0.5833333333333334,
+ 1,
+ 0.5833333333333334,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0.5625,
+ 1,
+ 0.425,
+ 1,
+ 1,
+ 0.0220338983050847,
+ 0.979591836734694,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0.48,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0.3355263157894737,
+ 0.6041666666666666,
+ 0,
+ 1,
+ 0.1666666666666666,
+ 0.4583333333333333,
+ 1,
+ 0.1159420289855072,
+ 0.4583333333333333,
+ 1,
+ 0.4166666666666667,
+ 0,
+ 0.6041666666666666,
+ 0.1875,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0.0566666666666666,
+ 1,
+ 0.188034188034188,
+ 0,
+ 1,
+ 0.6585365853658537,
+ 1,
+ 0,
+ 0.6940298507462687,
+ 0,
+ 0.913978494623656,
+ 0.0691964285714285,
+ 1,
+ 1,
+ 0.963963963963964,
+ 0,
+ 0.743801652892562,
+ 0.1123595505617977,
+ 1,
+ 0.9293478260869564,
+ 0.0061200718614889,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0.6666666666666666,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0.04,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0.5,
+ 1,
+ 0,
+ 0.2,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0.1176470588235294,
+ 0.1281956961559683,
+ 0.1020783520323708,
+ 0,
+ 0,
+ 0.1020783520323708,
+ 0,
+ 0,
+ 0.0011035497517013,
+ 0,
+ 0,
+ 0.3579234972677595,
+ 0.0397446457990115,
+ 0.0011035497517013,
+ 0,
+ 0.0362332168475262,
+ 0.1020783520323708,
+ 0.3579234972677595,
+ 0.0362332168475262,
+ 0.0033921302578018,
+ 0,
+ 0.2528968180982159,
+ 0.3579234972677595,
+ 0,
+ 0,
+ 0.3579234972677595,
+ 0.1131138495493838,
+ 0,
+ 0,
+ 0.0011035497517013,
+ 0,
+ 0.0362332168475262,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.5401376146788991,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0114155251141552,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0
+ ],
+ "y0": " ",
+ "yaxis": "y"
+ },
+ {
+ "alignmentgroup": "True",
+ "hovertemplate": "Model=%{x}<br>Recall=%{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": [
+ 0.1020408163265306,
+ 0.1962323390894819,
+ 0.1300065659881812,
+ 0.3109452736318407,
+ 0,
+ 0,
+ 0,
+ 0.4104477611940298,
+ 0,
+ 0,
+ 0.4556962025316455,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2403846153846154,
+ 0.0487316421895861,
+ 0,
+ 0.0455696202531645,
+ 0.0714285714285714,
+ 0,
+ 0,
+ 0.96875,
+ 1,
+ 0.9848484848484848,
+ 0.6666666666666666,
+ 0.6097560975609756,
+ 0,
+ 1,
+ 0.967741935483871,
+ 0.9230769230769232,
+ 0,
+ 1,
+ 0.8333333333333334,
+ 0.4482758620689655,
+ 0,
+ 0.9103448275862068,
+ 0.0622406639004149,
+ 0,
+ 0.7560975609756098,
+ 0.7918552036199095,
+ 0,
+ 0.6666666666666666,
+ 0.8518518518518519,
+ 0.8307692307692308,
+ 0.7627118644067796,
+ 0.8390804597701149,
+ 0.9917355371900828,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1842105263157894,
+ 0,
+ 0.0143737166324435,
+ 0,
+ 0,
+ 0.0288659793814433,
+ 0.0081549439347604,
+ 0.016260162601626,
+ 0,
+ 0,
+ 0,
+ 0.305724197745013,
+ 0,
+ 0.6368723609909955,
+ 0,
+ 0.0621007168351279,
+ 0.4355400696864111,
+ 0.1769838201999006,
+ 0.5606448578595318,
+ 0.0686108243621884,
+ 0,
+ 0.7204968944099379,
+ 0.8757763975155279,
+ 0.2830396475770925,
+ 0.4090909090909091,
+ 0.7204968944099379,
+ 0.1870824053452116,
+ 0.2830396475770925,
+ 0.9316770186335404,
+ 0.0570776255707762,
+ 0.1101591187270501,
+ 0.9316770186335404,
+ 0.3912397921306607,
+ 0.8561643835616438,
+ 0.8757763975155279,
+ 0,
+ 1,
+ 0.9875776397515528,
+ 0.3958333333333333,
+ 0.2830396475770925,
+ 1,
+ 0.8695652173913043,
+ 0.7474747474747475,
+ 0.4090909090909091,
+ 0.303030303030303,
+ 0.51010101010101,
+ 0.2290748898678414,
+ 0.7204968944099379,
+ 0,
+ 0.7424242424242424,
+ 0.3513215859030837,
+ 0.7453416149068323,
+ 0.7204968944099379,
+ 0.8695652173913043,
+ 1,
+ 1,
+ 0.7204968944099379,
+ 0.9130434782608696,
+ 0,
+ 0.0380965201588476,
+ 0,
+ 0.1047966984642446,
+ 0.0152700776176144,
+ 0.0140028512593061,
+ 0.1390974900209728,
+ 0.0058790766755368,
+ 0.085834519462838,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1,
+ 0,
+ 0,
+ 0.1,
+ 0,
+ 0,
+ 0.0414402173913043,
+ 0.5403978887535525,
+ 0.7396449704142012,
+ 0.2931772766200399,
+ 0.1952031978680879,
+ 0.3453105968331303,
+ 0.5637254901960784,
+ 0.0899585361456643,
+ 0.4366911951281401,
+ 0.1549257941038211,
+ 0.3626168224299065,
+ 0.5068783068783069,
+ 0.4680213191205862,
+ 0.1964327349032408,
+ 0.4818364507651878,
+ 0.5952845655398548,
+ 0.1012843440091042,
+ 0.2737883785841157,
+ 0.060405250414171,
+ 0.1411750990906971,
+ 0.0509110396570203,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0.3254437869822485,
+ 0.8037974683544303,
+ 0.1120976692563818,
+ 1,
+ 0.5686813186813187,
+ 0,
+ 0.1675017895490336,
+ 0.6122448979591837,
+ 0.0264900662251655,
+ 0,
+ 0.8578199052132701,
+ 0.0604467805519053,
+ 0.2397816142836063,
+ 0,
+ 0.3812111801242236,
+ 0.2272727272727272,
+ 0.5384615384615384,
+ 0,
+ 0.3333333333333333,
+ 0.5454545454545454,
+ 0.1428571428571428,
+ 0,
+ 0,
+ 0,
+ 0.3166216216216216,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2538461538461538,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.6066666666666667,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0.888,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.625,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0.2792022792022792,
+ 0.047279214986619,
+ 0.9019607843137256,
+ 1,
+ 1,
+ 0.9572953736654805,
+ 0.7686567164179104,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0.2343499197431781,
+ 1,
+ 0.7282608695652174,
+ 0.0407083489625491,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.3333333333333333,
+ 0.3333333333333333,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0.1013215859030837,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1176470588235294,
+ 0,
+ 0.1563362148243516,
+ 0.298878057752437,
+ 0.0514989884127276,
+ 0.1563362148243516,
+ 0.298878057752437,
+ 0.0765127827846238,
+ 0.0498436637851756,
+ 0.303620218579235,
+ 0.1791429096928453,
+ 0.328551912568306,
+ 0.2180807248764415,
+ 0.0498436637851756,
+ 0.0827662313775979,
+ 0.146220342100423,
+ 0.1563362148243516,
+ 0.328551912568306,
+ 0.146220342100423,
+ 0.2445725915875169,
+ 0.0765127827846238,
+ 0.1701305867206179,
+ 0.328551912568306,
+ 0.0765127827846238,
+ 0.298878057752437,
+ 0.328551912568306,
+ 0.0744896082398381,
+ 0.298878057752437,
+ 0.6147519917758931,
+ 0.0498436637851756,
+ 0.0765127827846238,
+ 0.146220342100423,
+ 0.3266621438263229,
+ 0,
+ 0,
+ 0.2047569803516029,
+ 0.1757575757575757,
+ 0.2334963325183374,
+ 0.0201401050788091,
+ 0.9393939393939394,
+ 0.3585526315789473,
+ 0,
+ 0,
+ 0.1292657704239917,
+ 0.0297723292469352,
+ 0.4772727272727273,
+ 0,
+ 0,
+ 0.390899689762151,
+ 0,
+ 0.228310502283105,
+ 0.0253940455341506,
+ 0.1833740831295843,
+ 0.3381592554291623,
+ 0,
+ 0,
+ 0.2591687041564792,
+ 0,
+ 0.2334963325183374,
+ 0.390899689762151,
+ 0.5252525252525253
+ ],
+ "y0": " ",
+ "yaxis": "y"
+ },
+ {
+ "alignmentgroup": "True",
+ "hovertemplate": "Model=%{x}<br>Recall=%{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": [
+ 0.1020408163265306,
+ 0.205651491365777,
+ 0.1109652002626395,
+ 0.3109452736318407,
+ 0,
+ 0.1135922330097087,
+ 0,
+ 0.4104477611940298,
+ 0,
+ 0,
+ 0.4282700421940928,
+ 0,
+ 0.0604838709677419,
+ 0.3092105263157895,
+ 0,
+ 0,
+ 0.472636815920398,
+ 0,
+ 0,
+ 0,
+ 0.0125,
+ 0,
+ 0,
+ 0.4561403508771929,
+ 0.0354430379746835,
+ 0.1428571428571428,
+ 0,
+ 0.5581395348837209,
+ 0,
+ 0,
+ 0.9545454545454546,
+ 0.4772727272727273,
+ 0,
+ 0,
+ 1,
+ 0.8709677419354839,
+ 0,
+ 0,
+ 0.75,
+ 0,
+ 0,
+ 0,
+ 0.2517241379310345,
+ 0,
+ 0,
+ 0,
+ 0.8144796380090498,
+ 0,
+ 0,
+ 0,
+ 0.2512820512820513,
+ 0,
+ 0.8160919540229885,
+ 0.9834710743801652,
+ 0,
+ 0,
+ 0.9602649006622516,
+ 0,
+ 0,
+ 0.855072463768116,
+ 0,
+ 0.3903508771929824,
+ 0,
+ 0.0041067761806981,
+ 0,
+ 0,
+ 0.0164948453608247,
+ 0.0081549439347604,
+ 0.0101626016260162,
+ 0.0043478260869565,
+ 0.0025017869907076,
+ 0.0003575259206292,
+ 0.2914137033824804,
+ 0.0096301159991245,
+ 0.6444014854759119,
+ 0,
+ 0.0234995950931285,
+ 0.4895470383275261,
+ 0.1431332486608868,
+ 0.6318196070234113,
+ 0.0503981713611561,
+ 0,
+ 0,
+ 0.6708074534161491,
+ 0.3436123348017621,
+ 0,
+ 0,
+ 0.2052709725315516,
+ 0.3127753303964757,
+ 0.6770186335403726,
+ 0.1488584474885844,
+ 0.0660954712362301,
+ 0.6086956521739131,
+ 0.3296213808463251,
+ 0.8287671232876712,
+ 0.9565217391304348,
+ 0,
+ 1,
+ 0.2422360248447205,
+ 0,
+ 0.3270925110132158,
+ 0.7453416149068323,
+ 0.6583850931677019,
+ 0.9696969696969696,
+ 0,
+ 0,
+ 0.6111111111111112,
+ 0.368942731277533,
+ 0,
+ 0,
+ 0,
+ 0.3006607929515418,
+ 0.8633540372670807,
+ 0.031055900621118,
+ 0.9254658385093169,
+ 0.9316770186335404,
+ 1,
+ 0,
+ 0.8260869565217391,
+ 0.0006057750555293,
+ 0,
+ 0.0027596419196338,
+ 0.1147418983830593,
+ 0.013052431490575,
+ 0.0159670521146839,
+ 0.1543873892158852,
+ 0.0064360418342719,
+ 0.082864038616251,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1,
+ 0.005,
+ 0,
+ 0.065,
+ 0,
+ 0,
+ 0,
+ 0.7146772228989038,
+ 0.8284023668639053,
+ 0.3542677704824436,
+ 0.1935376415722851,
+ 0.0217214778725131,
+ 0.6754201680672269,
+ 0.1270957274202271,
+ 0.4039583861963968,
+ 0.1744677993418843,
+ 0.2205607476635514,
+ 0.6222222222222222,
+ 0.4971685542971352,
+ 0.2920261133131266,
+ 0.5345493893955789,
+ 0.6786634397689125,
+ 0.1365631604617135,
+ 0.4445572189799543,
+ 0.0753154071619727,
+ 0.1634413616227558,
+ 0.0589496248660235,
+ 0.0062893081761006,
+ 0.0007246376811594,
+ 0.0040983606557377,
+ 1,
+ 0,
+ 0.4619082840236686,
+ 0.4354430379746835,
+ 0.0244173140954495,
+ 1,
+ 0.7012362637362637,
+ 0,
+ 0.101646385110952,
+ 0.7959183673469388,
+ 0,
+ 0,
+ 0.6729857819905213,
+ 0.1274638633377135,
+ 0.2062859672421425,
+ 0,
+ 0.5962732919254659,
+ 0.5454545454545454,
+ 0.5076923076923077,
+ 0.7032967032967034,
+ 0.4035087719298245,
+ 0.4545454545454545,
+ 0.1746031746031746,
+ 0.5583333333333333,
+ 0.4719101123595505,
+ 0.6203703703703703,
+ 0.3375675675675675,
+ 0.0383141762452107,
+ 0.0739644970414201,
+ 0,
+ 0.0466200466200466,
+ 0,
+ 0.003831417624521,
+ 0.099601593625498,
+ 0.0333333333333333,
+ 0,
+ 0.0490196078431372,
+ 0,
+ 0.0432098765432098,
+ 0,
+ 0.1475,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0.6983870967741935,
+ 0.3673469387755102,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2923076923076923,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1737089201877934,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.8966666666666666,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0.0177966101694915,
+ 0.3673469387755102,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0.0169491525423728,
+ 1,
+ 0.902439024390244,
+ 0,
+ 0.9252669039145908,
+ 0.8059701492537313,
+ 0,
+ 0.4408602150537634,
+ 0.578125,
+ 1,
+ 0.2792792792792792,
+ 0,
+ 0,
+ 0,
+ 0.4157303370786517,
+ 0,
+ 0.9293478260869564,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.5,
+ 0,
+ 1,
+ 0.2,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2941176470588235,
+ 0.0255655692477469,
+ 0.1140334743424682,
+ 0.2935442339525473,
+ 0.0759610079087732,
+ 0.1140334743424682,
+ 0.2935442339525473,
+ 0.0858929556740849,
+ 0.0625344859297406,
+ 0.7971311475409836,
+ 0.0728342836122862,
+ 0.2677595628415301,
+ 0.2104612850082372,
+ 0.0625344859297406,
+ 0,
+ 0.2139047268714364,
+ 0.1140334743424682,
+ 0.2677595628415301,
+ 0.2139047268714364,
+ 0.4681139755766621,
+ 0.0858929556740849,
+ 0.1535773404450984,
+ 0.2677595628415301,
+ 0.0858929556740849,
+ 0.2935442339525473,
+ 0.2677595628415301,
+ 0.0961927533566305,
+ 0.2935442339525473,
+ 0.7478797224363917,
+ 0.0625344859297406,
+ 0.0858929556740849,
+ 0.2139047268714364,
+ 0.8690637720488467,
+ 1,
+ 0,
+ 0.7249224405377456,
+ 1,
+ 0.988997555012225,
+ 0.0437828371278458,
+ 1,
+ 0.9983552631578948,
+ 0.7557077625570776,
+ 0,
+ 0.7880041365046536,
+ 0,
+ 1,
+ 0.0507880910683012,
+ 0.0140105078809106,
+ 0.452947259565667,
+ 0,
+ 0.9908675799086758,
+ 0,
+ 0.6222493887530562,
+ 0.9141675284384696,
+ 0,
+ 0.8926940639269406,
+ 0.9841075794621028,
+ 0.9174311926605504,
+ 0.9535452322738386,
+ 0.6773526370217167,
+ 0.8838383838383839
+ ],
+ "y0": " ",
+ "yaxis": "y"
+ },
+ {
+ "alignmentgroup": "True",
+ "hovertemplate": "Model=%{x}<br>Recall=%{y}<extra></extra>",
+ "legendgroup": "CNN",
+ "marker": {
+ "color": "steelblue"
+ },
+ "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": [
+ 0.0262390670553935,
+ 0.0282574568288854,
+ 0.0091923834537097,
+ 0.0074626865671641,
+ 0.042016806722689,
+ 0.0213592233009708,
+ 0.0483870967741935,
+ 0.1442786069651741,
+ 0.037037037037037,
+ 0.0405405405405405,
+ 0.2426160337552742,
+ 0,
+ 0.0766129032258064,
+ 0.006578947368421,
+ 0.0077972709551656,
+ 0.0290055248618784,
+ 0.0298507462686567,
+ 0,
+ 0.0275,
+ 0.0177133655394524,
+ 0.0125,
+ 0.0865384615384615,
+ 0.0246995994659546,
+ 0.1286549707602339,
+ 0.0025316455696202,
+ 0.0210084033613445,
+ 0.055,
+ 0.0046511627906976,
+ 0.3125,
+ 0.2142857142857142,
+ 0.5606060606060606,
+ 0.4318181818181818,
+ 0.1463414634146341,
+ 0.3333333333333333,
+ 0.3333333333333333,
+ 0.3548387096774194,
+ 0.1538461538461538,
+ 0.1515151515151515,
+ 0.625,
+ 0.1764705882352941,
+ 0.1379310344827586,
+ 0.1645569620253164,
+ 0.4758620689655172,
+ 0.4564315352697095,
+ 0.1714285714285714,
+ 0.1463414634146341,
+ 0.5113122171945701,
+ 0.168141592920354,
+ 0.6666666666666666,
+ 0.1481481481481481,
+ 0.1384615384615384,
+ 0.1186440677966101,
+ 0.4942528735632184,
+ 0.0082644628099173,
+ 0.0224358974358974,
+ 0.3591160220994475,
+ 0.5695364238410596,
+ 0.015267175572519,
+ 0,
+ 0.0579710144927536,
+ 0,
+ 0.1184210526315789,
+ 0.5147808358817533,
+ 0.704312114989733,
+ 0.4834460662157351,
+ 0.4820143884892086,
+ 0.6824742268041237,
+ 0.5208970438328236,
+ 0.4573170731707317,
+ 0.2797101449275362,
+ 0.4874910650464618,
+ 0.48337504469074,
+ 0.1014744145706851,
+ 0.0148829065441015,
+ 0.2525817774838479,
+ 0.0332983599315257,
+ 0.0525329174289913,
+ 0.2804878048780488,
+ 0.0165111270638908,
+ 0.1861151755852843,
+ 0.0222681020498451,
+ 0.1334894613583138,
+ 0.391304347826087,
+ 0.2422360248447205,
+ 0.2092511013215859,
+ 0.2878787878787879,
+ 0.4347826086956521,
+ 0.0193021529324424,
+ 0.211453744493392,
+ 0.4472049689440994,
+ 0.1114155251141552,
+ 0.0465116279069767,
+ 0.1180124223602484,
+ 0.0434298440979955,
+ 0.5547945205479452,
+ 0.7763975155279503,
+ 0.4720496894409938,
+ 0.3043478260869565,
+ 0.4472049689440994,
+ 0.3177083333333333,
+ 0.237885462555066,
+ 0.2111801242236025,
+ 0.3664596273291925,
+ 0.4090909090909091,
+ 0.3282828282828283,
+ 0.8333333333333334,
+ 0.3484848484848485,
+ 0.1872246696035242,
+ 0.3975155279503105,
+ 0.5303030303030303,
+ 0.3131313131313131,
+ 0.2004405286343612,
+ 0.2670807453416149,
+ 0.4472049689440994,
+ 0.3726708074534161,
+ 0.4472049689440994,
+ 0.6894409937888198,
+ 0.3850931677018633,
+ 0.4347826086956521,
+ 0.0153463014067442,
+ 0.0233559938076327,
+ 0.0044423504072154,
+ 0.1298964887355388,
+ 0.0545540947251702,
+ 0.0230635197212102,
+ 0.0690751640619714,
+ 0.0925799863852961,
+ 0.0434432823813354,
+ 0.07,
+ 0.0428571428571428,
+ 0.015,
+ 0.015,
+ 0.05,
+ 0.035,
+ 0.025,
+ 0.015,
+ 0.07,
+ 0,
+ 0,
+ 0,
+ 0.1555014210312627,
+ 0.1612426035502958,
+ 0.1230373965172709,
+ 0.0644570286475682,
+ 0.1543848964677223,
+ 0.134453781512605,
+ 0.0609338381106904,
+ 0.1387972595787871,
+ 0.1157746289705191,
+ 0.0336448598130841,
+ 0.2105820105820106,
+ 0.0483011325782811,
+ 0.0626020051294008,
+ 0.0808471170196321,
+ 0.1654305566398625,
+ 0.0154446431474556,
+ 0.1695001268713524,
+ 0.0470243405122976,
+ 0.0517603170902308,
+ 0.0444801714898177,
+ 0.549266247379455,
+ 0,
+ 0.6434426229508197,
+ 0.2142857142857142,
+ 0.3333333333333333,
+ 0.1046597633136094,
+ 0.2151898734177215,
+ 0.004439511653718,
+ 0.6,
+ 0.0762362637362637,
+ 0.2264150943396226,
+ 0.0372226198997852,
+ 0.4693877551020408,
+ 0.0397350993377483,
+ 0.1810344827586207,
+ 0.3854660347551343,
+ 0.3114323258869908,
+ 0.0761398849048251,
+ 0.0845070422535211,
+ 0.0077639751552795,
+ 0.1477272727272727,
+ 0.0769230769230769,
+ 0.2307692307692307,
+ 0.087719298245614,
+ 0.2159090909090909,
+ 0.0793650793650793,
+ 0.1916666666666666,
+ 0.2022471910112359,
+ 0.2222222222222222,
+ 0.1403378378378378,
+ 0,
+ 0,
+ 0,
+ 0.1515151515151515,
+ 0,
+ 0.2758620689655172,
+ 0,
+ 0,
+ 0.0179487179487179,
+ 0.3088235294117647,
+ 0,
+ 0.0524691358024691,
+ 0.1455223880597015,
+ 0.35,
+ 0.0048780487804878,
+ 0.0163333333333333,
+ 0.02,
+ 0,
+ 0.0416666666666666,
+ 0,
+ 0,
+ 0.2175,
+ 0.1290322580645161,
+ 0.8367346938775511,
+ 0,
+ 0.1030927835051546,
+ 0.1,
+ 0,
+ 0,
+ 0.0147058823529411,
+ 0.03,
+ 0.0129870129870129,
+ 0.39,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0208333333333333,
+ 0.53,
+ 0,
+ 0,
+ 0.0927835051546391,
+ 0.4,
+ 0.0352941176470588,
+ 0.0515463917525773,
+ 0.183076923076923,
+ 0.25,
+ 0,
+ 0,
+ 0.1875,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1186440677966101,
+ 0,
+ 0.396,
+ 0,
+ 0.1346153846153846,
+ 0.375,
+ 0,
+ 0.305,
+ 0.0957627118644067,
+ 0.8469387755102041,
+ 0.1,
+ 0,
+ 0.0266666666666666,
+ 0,
+ 0,
+ 0,
+ 0.18125,
+ 0.4,
+ 0.44,
+ 0,
+ 0,
+ 0.1,
+ 0.17,
+ 0,
+ 0,
+ 0.3,
+ 0.0782608695652174,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1041666666666666,
+ 0.1041666666666666,
+ 0,
+ 0,
+ 0.1261538461538461,
+ 0.0816326530612244,
+ 0.01,
+ 0.0123456790123456,
+ 0.3076923076923077,
+ 0.3425512934879571,
+ 0.0196078431372549,
+ 0.7804878048780488,
+ 0.1584158415841584,
+ 0.1387900355871886,
+ 0.3544776119402985,
+ 0,
+ 0.4247311827956989,
+ 0,
+ 0.064516129032258,
+ 0.4504504504504504,
+ 0.072072072072072,
+ 0.5098039215686274,
+ 0,
+ 0.2937399678972712,
+ 0,
+ 0.0108695652173913,
+ 0.0041853394665666,
+ 1,
+ 1,
+ 0.25,
+ 0,
+ 0,
+ 1,
+ 0.3333333333333333,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0.6,
+ 0.198237885462555,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0.2941176470588235,
+ 0.2324811476917417,
+ 0.090491079639507,
+ 0.1502666911899944,
+ 0.007908773220526,
+ 0.0897553798050395,
+ 0.1511863159830789,
+ 0.0171050211513702,
+ 0.0259334191649806,
+ 0.1953551912568306,
+ 0.0761449328673901,
+ 0.1379781420765027,
+ 0.1303542009884678,
+ 0.0259334191649806,
+ 0.0485561890748574,
+ 0.1296670958249034,
+ 0.0763288578260069,
+ 0.1454918032786885,
+ 0.1296670958249034,
+ 0.0943012211668928,
+ 0.0171050211513702,
+ 0.0706271841088835,
+ 0.1393442622950819,
+ 0.0172889461099871,
+ 0.1495309913555269,
+ 0.1417349726775956,
+ 0.0172889461099871,
+ 0.1508184660658451,
+ 0.1413518375738884,
+ 0.0259334191649806,
+ 0.0182085709030715,
+ 0.1300349457421372,
+ 0.153663500678426,
+ 0.8575757575757575,
+ 0.0288966725043782,
+ 0.7280248190279214,
+ 0.8272727272727273,
+ 0.9877750611246944,
+ 0.0376532399299474,
+ 0.494949494949495,
+ 0.9407894736842104,
+ 0.7031963470319634,
+ 0,
+ 0.8159255429162358,
+ 0.0087565674255691,
+ 0.9974747474747476,
+ 0.0595446584938704,
+ 0.0201401050788091,
+ 0.4570837642192347,
+ 0.0008756567425569,
+ 0.182648401826484,
+ 0.0087565674255691,
+ 0.1577017114914425,
+ 0.9565667011375388,
+ 0,
+ 0.7876712328767124,
+ 0.147921760391198,
+ 0,
+ 0.2078239608801956,
+ 0.9255429162357808,
+ 0.8939393939393939
+ ],
+ "y0": " ",
+ "yaxis": "y"
+ },
+ {
+ "alignmentgroup": "True",
+ "hovertemplate": "Model=%{x}<br>Recall=%{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": [
+ 0.1428571428571428,
+ 0.1632653061224489,
+ 0.2068286277084701,
+ 0.2487562189054726,
+ 0,
+ 0,
+ 0.0080645161290322,
+ 0.5298507462686567,
+ 0,
+ 0.1418918918918918,
+ 0,
+ 0,
+ 0,
+ 0.2105263157894736,
+ 0,
+ 0,
+ 0.2487562189054726,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.4986648865153538,
+ 0.1871345029239766,
+ 0.0632911392405063,
+ 0,
+ 0.265,
+ 0.2325581395348837,
+ 0,
+ 0,
+ 0.8484848484848485,
+ 0.4166666666666667,
+ 0,
+ 0,
+ 1,
+ 0.5483870967741935,
+ 0,
+ 0,
+ 0.5,
+ 0,
+ 0,
+ 0,
+ 0.4206896551724138,
+ 0.2821576763485477,
+ 0,
+ 0,
+ 0.8416289592760181,
+ 0,
+ 0,
+ 0,
+ 0.2,
+ 0,
+ 0.7816091954022989,
+ 0.8264462809917356,
+ 0,
+ 0,
+ 0.7350993377483444,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.3596491228070175,
+ 0.0061162079510703,
+ 0.0205338809034907,
+ 0.0014239943040227,
+ 0.0174717368961973,
+ 0.0206185567010309,
+ 0.0101936799184505,
+ 0.0223577235772357,
+ 0.0130434782608695,
+ 0.0035739814152966,
+ 0.0067929924919556,
+ 0.0013009540329575,
+ 0.0085357846355876,
+ 0.3457292567533194,
+ 0.0058534430393726,
+ 0.0482439039021025,
+ 0.3222996515679442,
+ 0.0551107184273013,
+ 0.3482180183946488,
+ 0.0085901784397581,
+ 0.0515222482435597,
+ 0.0869565217391304,
+ 0.7763975155279503,
+ 0.2555066079295154,
+ 0,
+ 0.2919254658385093,
+ 0.2535263548626577,
+ 0.2522026431718062,
+ 0.8695652173913043,
+ 0.1621004566210045,
+ 0.1126070991432068,
+ 0.8633540372670807,
+ 0.3014105419450631,
+ 0.8561643835616438,
+ 0.9937888198757764,
+ 0.0807453416149068,
+ 0.84472049689441,
+ 0.6086956521739131,
+ 0,
+ 0.2808370044052863,
+ 0.5341614906832298,
+ 0.639751552795031,
+ 0.8333333333333334,
+ 0,
+ 0,
+ 0.8131313131313131,
+ 0.2533039647577093,
+ 0.3478260869565217,
+ 0,
+ 0.3333333333333333,
+ 0.2422907488986784,
+ 0.9130434782608696,
+ 0.3726708074534161,
+ 0.7453416149068323,
+ 1,
+ 0.8571428571428571,
+ 0.0869565217391304,
+ 0.906832298136646,
+ 0.0356061115972268,
+ 0.0182405600053846,
+ 0.03257723631958,
+ 0.1272579663080982,
+ 0.027182005385712,
+ 0.0144780611436717,
+ 0.1445098437182869,
+ 0.0072405470635559,
+ 0.0657837737483755,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.005,
+ 0.1,
+ 0,
+ 0,
+ 0.1,
+ 0,
+ 0,
+ 0,
+ 0.5109622411693058,
+ 0.5473372781065089,
+ 0.2980302597773337,
+ 0.1705529646902065,
+ 0.1876776289078359,
+ 0.5304621848739496,
+ 0.100955471425996,
+ 0.320730778990104,
+ 0.1247061983748573,
+ 0.2,
+ 0.546031746031746,
+ 0.4320453031312458,
+ 0.2185824201445558,
+ 0.4785901994125831,
+ 0.5712389725973924,
+ 0.035603966834661,
+ 0.1621415884293326,
+ 0.0243405122976933,
+ 0.1076008393564933,
+ 0.0693997856377277,
+ 0.0587002096436058,
+ 0.0369565217391304,
+ 0.165983606557377,
+ 0.7142857142857143,
+ 0,
+ 0.4367603550295858,
+ 0.2810126582278481,
+ 0.0621531631520532,
+ 0.9047619047619048,
+ 0.0693681318681318,
+ 0.2641509433962264,
+ 0.0486757337151037,
+ 0.8571428571428571,
+ 0,
+ 0.0603448275862069,
+ 0.5323854660347551,
+ 0.216819973718791,
+ 0.1953666814224583,
+ 0,
+ 0.0135869565217391,
+ 0.4545454545454545,
+ 0.1538461538461538,
+ 0.5494505494505495,
+ 0.4210526315789473,
+ 0.3409090909090909,
+ 0.2063492063492063,
+ 0.5416666666666666,
+ 0.5842696629213483,
+ 0.6018518518518519,
+ 0.2135135135135135,
+ 0.0344827586206896,
+ 0.1627218934911242,
+ 0,
+ 0.1421911421911421,
+ 0,
+ 0.0076628352490421,
+ 0.099601593625498,
+ 0.1176470588235294,
+ 0,
+ 0.0784313725490196,
+ 0,
+ 0,
+ 0,
+ 0.2,
+ 0,
+ 0,
+ 0.04,
+ 0.0222222222222222,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.4016129032258064,
+ 0.4081632653061224,
+ 0,
+ 0.0103092783505154,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.275,
+ 0,
+ 0,
+ 0.2076923076923077,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0234741784037558,
+ 0,
+ 0.27,
+ 0,
+ 0,
+ 0,
+ 0.4033333333333333,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0625,
+ 0,
+ 0,
+ 1,
+ 0.1134020618556701,
+ 0,
+ 0,
+ 0,
+ 0.275,
+ 0,
+ 0.765,
+ 0,
+ 0.4081632653061224,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.3,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.3,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0.951219512195122,
+ 0,
+ 0.0035587188612099,
+ 0.7276119402985075,
+ 0,
+ 0.4139784946236559,
+ 0.5446428571428571,
+ 1,
+ 0.7117117117117117,
+ 0,
+ 0,
+ 0,
+ 0.1829855537720706,
+ 0,
+ 0.9293478260869564,
+ 0.6496752413479951,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.5,
+ 0,
+ 1,
+ 0.2,
+ 0.1145374449339207,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2941176470588235,
+ 0.0417509656060327,
+ 0.1927533566304947,
+ 0.3012690822144565,
+ 0,
+ 0.1934890564649622,
+ 0.3012690822144565,
+ 0.0382563913923119,
+ 0.0469008644473055,
+ 0.7134562841530054,
+ 0.193856906382196,
+ 0.2773224043715847,
+ 0.1544481054365733,
+ 0.0470847894059223,
+ 0,
+ 0.2203421004230274,
+ 0.1933051315063454,
+ 0.2773224043715847,
+ 0.2227331248850469,
+ 0.3995929443690638,
+ 0.0382563913923119,
+ 0.1258046716939488,
+ 0.2773224043715847,
+ 0.0382563913923119,
+ 0.3012690822144565,
+ 0.2773224043715847,
+ 0,
+ 0.3012690822144565,
+ 0,
+ 0.0470847894059223,
+ 0.0382563913923119,
+ 0.2212617252161118,
+ 0.7900271370420624,
+ 1,
+ 0,
+ 0.734229576008273,
+ 1,
+ 0.9327628361858192,
+ 0,
+ 0,
+ 0,
+ 0.821917808219178,
+ 0,
+ 0.889348500517063,
+ 0,
+ 0.9974747474747476,
+ 0.0936952714535901,
+ 0,
+ 0.4436401240951396,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.8852119958634953,
+ 0,
+ 0,
+ 0,
+ 0.985091743119266,
+ 0.5794621026894865,
+ 0.8345398138572906,
+ 0.9772727272727272
+ ],
+ "y0": " ",
+ "yaxis": "y"
+ },
+ {
+ "alignmentgroup": "True",
+ "hovertemplate": "Model=%{x}<br>Recall=%{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": [
- 0.1549453725755718,
- 0.184322762270034,
- 0.1728319534702767,
- 0.4916952513165752,
- 0.1277890724217227,
- 0.3406916388762888,
- 0.4155198471852818,
- 0.7469720282747381,
- 0.3026276049423305,
- 0.2825108137220927,
- 0.5955216196565146,
- 0.1177593598085814,
- 0.3932380683201553,
- 0.0673642272610138,
- 0.3721452027811963,
- 0.5112307042327925,
- 0.266828390674407,
- 0.3394852110268017,
- 0.1522645382324097,
- 0.6541610314166338,
- 0.1168930500372476,
- 0.4441542384792524,
- 0.8479655071762865,
- 0.5533338806843358,
- 0.1038537975588944,
- 0.2924782392294546,
- 0.2626297857106271,
- 0.2686218619743395,
- 0.0041615447261243,
- 0.0009032894437663,
- 0.0181468963857163,
- 0.0408958443630184,
- 0.0024789029990875,
- 0.0014226060327729,
- 0.0006502235621692,
- 0.011862085209786,
- 0.0051713893664222,
- 0.0084062205261012,
- 0.0008849641209042,
- 0.0116062010679052,
- 0.0098911900406418,
- 0.0124695861485231,
- 0.0529284290444224,
- 0.0631964767477997,
- 0.0039720066227525,
- 0.0024640913291473,
- 0.3403037683241863,
- 0.01440814851247,
- 0.0007471696887325,
- 0.0099044217469214,
- 0.0231137138599676,
- 0.0031795166427754,
- 0.0440060153062639,
- 0.2174654912408461,
- 0.4334030771572814,
- 0.8317334351933795,
- 0.6304626727977735,
- 0.030126006462036,
- 0.2758026574843503,
- 0.5088986460312609,
- 0.2975383269481507,
- 0.8129492269528975,
- 0.8481547425011975,
- 0.8567891144762172,
- 0.9214801478468964,
- 0.9232769380363692,
- 0.1844766707515821,
- 0.6265864704654731,
- 0.2004053215616598,
- 0.9458312776617664,
- 0.9745676391816116,
- 0.8772914729551738,
- 0.5189053892717354,
- 0.0734606847554091,
- 0.3296002300105515,
- 0.0239951948713988,
- 0.1851552294649998,
- 0.0115251705294172,
- 0.0601240149731302,
- 0.4999453640855972,
- 0.0885338978461147,
- 0.0318024677401158,
- 0.020560475757398,
- 0.9453325072165842,
- 0.7223032194194035,
- 0.0138675225582851,
- 0.0579075163666253,
- 0.2855267845391528,
- 0.7092024993740622,
- 0.5001376467608086,
- 0.3894384868046677,
- 0.4822230936636122,
- 0.2355362527742407,
- 0.3297452401197769,
- 0.4089270874560127,
- 0.6182148611223983,
- 0.0177024736860203,
- 0.6037395926144112,
- 0.0767334640004247,
- 0.0149327089894955,
- 0.7149932020362955,
- 0.9649741850079814,
- 0.0934176885751593,
- 0.0234123900046058,
- 0.0149136675707615,
- 0.0025214992341052,
- 0.0198494168900363,
- 0.7107812106661415,
- 0.0736202378869148,
- 0.0026995508446917,
- 0.0269421250189039,
- 0.7086786750864258,
- 0.8190579213916358,
- 0.0826854203771955,
- 0.8482095681407477,
- 0.125258608372202,
- 0.8810520718258035,
- 0.0191085214867806,
- 0.4154114548375429,
- 0.1811601112413504,
- 0.2156931469473622,
- 0.185185857757291,
- 0.9356787090083096,
- 0.7222879291692497,
- 0.5483169736734433,
- 0.929600407129801,
- 0.7084959058791569,
- 0.6708147395712779,
- 0.0042123019760705,
- 0.0024691179612022,
- 0.0040250056910926,
- 0.0061504509573794,
- 0.0035878854983889,
- 0.005232088554139,
- 0.0029909781049259,
- 0.0044049035553203,
- 0.0063417463498058,
- 0.8127629758611847,
- 0.7732960846226483,
- 0.8355684634140303,
- 0.5474750275642288,
- 0.1696819853844471,
- 0.1785992232577631,
- 0.3246361083308933,
- 0.6779609031995838,
- 0.2518053790100907,
- 0.0511926562794683,
- 0.4340564968037948,
- 0.692062996301492,
- 0.0880091841494333,
- 0.2141786035294629,
- 0.4844738029698399,
- 0.154376827653328,
- 0.2452040656481917,
- 0.6979012363726457,
- 0.0774536305911549,
- 0.5351638177379915,
- 0.0657766768028686,
- 0.1158591069599906,
- 0.1405795234777977,
- 0.8769618885622563,
- 0.9429870320568432,
- 0.3669625391432343,
- 0.0014080404134098,
- 0.0089068782519066,
- 0.1026594645512684,
- 0.034941374810356,
- 0.0264649961420287,
- 0.0734220474599714,
- 0.1203752571288183,
- 0.3151882304799132,
- 0.1647475973608304,
- 0.4127407736043671,
- 0.0329823670667596,
- 0.2162781871538262,
- 0.048984120322576,
- 0.0446235665879604,
- 0.2107430516796685,
- 0.2553644133855283,
- 0.2169761727747983,
- 0.957289458807208,
- 0.1895840506555899,
- 0.9479381829769834,
- 0.1345850234177239,
- 0.899967405950248,
- 0.2870173928503614,
- 0.7444243099791639,
- 0.9621901677558324,
- 0.7246168450105429,
- 0.105174922263832,
- 0.8403664780945636,
- 0.6152267973560912,
- 0.6083233601359033,
- 0.5400850556956969,
- 0.7834189801339237,
- 0.8239581350926323,
- 0.2015176127346865,
- 0.2042596562995477,
- 0.1558161826947571,
- 0.7482264693493312,
- 0.2645020268575992,
- 0.6787439804953219,
- 0.6239363244695489,
- 0.1000376109617633,
- 0.1223762736737703,
- 0.0763734881882089,
- 0.0641808724981684,
- 0.0205587824477184,
- 0.0028378071732471,
- 0.0164283308310984,
- 0.002999124981225,
- 0.1981102888615026,
- 0.10181278154084,
- 0.008087457711484,
- 0.0058088687195811,
- 0.0254141208317372,
- 0.0068866598748766,
- 0.000010615398289304264,
- 0.0659205495731808,
- 0.0018790021222718,
- 0.012212211729117,
- 0.0239800579578797,
- 0.1168427352718011,
- 0.000010897174624002769,
- 0.0032560642971864,
- 0.2160322207274795,
- 0.0021710285016776,
- 0.001575349882545,
- 0.0010660409668305,
- 0.0014482644067505,
- 0.0221898841408759,
- 0.011429348707795,
- 0.0518077880642397,
- 0.025630487602715,
- 0.0196354480017513,
- 0.0531975633824115,
- 0.1894727703789044,
- 0.0078067546835582,
- 0.0064251284529535,
- 0.0139229044674668,
- 0.0409886042220077,
- 0.0439077926990051,
- 0.014345927451347,
- 0.0009077544072132,
- 0.9944488023057004,
- 0.979588097339489,
- 0.0058439838231015,
- 0.027792724416909,
- 0.0554261313818557,
- 0.0861018131233063,
- 0.010505953480732,
- 0.2642409927000564,
- 0.0082326492688558,
- 0.0077039640784192,
- 0.002173841149368,
- 0.0144037443195905,
- 0.0040088131157573,
- 0.0130037560847624,
- 0.03701627460675,
- 0.00006359913727578176,
- 0.0073345383283223,
- 0.0013671831297084,
- 0.1944899702268478,
- 0.0014792017956084,
- 0.007219042454951,
- 0.0063326913437977,
- 0.0056815638064878,
- 0.1761318038379493,
- 0.0026478417838823,
- 0.0011180713272639,
- 0.0610237150151699,
- 0.0030151427440807,
- 0.0003400725258932,
- 0.0055457316191438,
- 0.0083568355292535,
- 0.0121944878909255,
- 0.0145298258961611,
- 0.0072177560125234,
- 0.0027162526319964,
- 0.0073526522911633,
- 0.0072169777119013,
- 0.0216739856816314,
- 0.030646624523319,
- 0.2119527758348303,
- 0.9962538453681408,
- 0.0739300920207155,
- 0.1934426830472605,
- 0.9035357711587104,
- 0.7980284152185747,
- 0.954733568045902,
- 0.0465772190495003,
- 0.0179509267083473,
- 0.78683538381907,
- 0.0057993179858223,
- 0.0088712312038531,
- 0.0096681892322949,
- 0.5706422630404345,
- 0.0108746679316191,
- 0.5570812304279433,
- 0.0293845179231502,
- 0.0205951588720173,
- 0.3682300481513787,
- 0.0212236667330516,
- 0.0031237298978683,
- 0.0119811823714923,
- 0.8269635805382894,
- 0.0642290507094451,
- 0.0029097689188711,
- 0.041210049235747,
- 0.0261138076211427,
- 0.0227161463519711,
- 0.0235822890646969,
- 0.0028286998687356,
- 0.024951318219991,
- 0.0028768908958168,
- 0.0010689415055174,
- 0.9965449378050236,
- 0.0015155689686243,
- 0.069308476861033,
- 0.0216354963164851,
- 0.0034129573382833,
- 0.0011364579850765,
- 0.0094815400956258,
- 0.003029455373032,
- 0.1859274958791007,
- 0.0043438307678086,
- 0.501701679152196,
- 0.2005229989106333,
- 0.9852269646808433,
- 0.0041799150823521,
- 0.0041179817825413,
- 0.0046904915072523,
- 0.0140669890537861,
- 0.0013370873574057,
- 0.3338349717796146,
- 0.0051627031984497,
- 0.3212793467922407,
- 0.9927666222538968,
- 0.9958981271780406,
- 0.9958829599686686,
- 0.9951493942806876,
- 0.9958981271780406,
- 0.9958829599686686,
- 0.9943702871475414,
- 0.9902404841320656,
- 0.9925091874499636,
- 0.9977897689367272,
- 0.8978704681101358,
- 0.9826521301103404,
- 0.9902404841320656,
- 0.9196425202089534,
- 0.9946289409821548,
- 0.9958981271780406,
- 0.8978704681101358,
- 0.9946289409821548,
- 0.7740405673851971,
- 0.9943702871475414,
- 0.7685446620137936,
- 0.8978704681101358,
- 0.9943702871475414,
- 0.9958829599686686,
- 0.8978704681101358,
- 0.9910298678677798,
- 0.9958829599686686,
- 0.9815627492574508,
- 0.9902404841320656,
- 0.9943702871475414,
- 0.9946289409821548,
- 0.9842567750411076,
- 0.9888327659148304,
- 0.7013836290782832,
- 0.9061386181917844,
- 0.9835647185264986,
- 0.9005442649027671,
- 0.3035952671104375,
- 0.8102594392483252,
- 0.9921776387323684,
- 0.9407772331632408,
- 0.0196020894278346,
- 0.7525904769340942,
- 0.4347399762020069,
- 0.9353249781920312,
- 0.1925632675116086,
- 0.2855281758395728,
- 0.8059466894251089,
- 0.5039500453389427,
- 0.9496562395460622,
- 0.7451091038773437,
- 0.9961337430036574,
- 0.7727033544470624,
- 0.6526559062908772,
- 0.9488831448879396,
- 0.99562331964272,
- 0.680500888114916,
- 0.9193666992946238,
- 0.5254343049264523,
- 0.9717962782596736
+ 0.1428571428571428,
+ 0.1632653061224489,
+ 0.206172028890348,
+ 0.2487562189054726,
+ 0,
+ 0,
+ 0,
+ 0.5199004975124378,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2487562189054726,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.4986648865153538,
+ 0.1871345029239766,
+ 0.0632911392405063,
+ 0,
+ 0.265,
+ 0.1906976744186046,
+ 0,
+ 0,
+ 0.8484848484848485,
+ 0.4090909090909091,
+ 0,
+ 0,
+ 1,
+ 0.5483870967741935,
+ 0,
+ 0,
+ 0.5,
+ 0,
+ 0,
+ 0,
+ 0.4034482758620689,
+ 0.2531120331950207,
+ 0,
+ 0,
+ 0.8416289592760181,
+ 0,
+ 0,
+ 0,
+ 0.2,
+ 0,
+ 0.7816091954022989,
+ 0.3388429752066115,
+ 0,
+ 0,
+ 0.7350993377483444,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0219298245614035,
+ 0.0061162079510703,
+ 0.0205338809034907,
+ 0.0014239943040227,
+ 0.0154162384378211,
+ 0.0206185567010309,
+ 0.0101936799184505,
+ 0.024390243902439,
+ 0.0130434782608695,
+ 0.0035739814152966,
+ 0.0067929924919556,
+ 0.0013009540329575,
+ 0.0058218428540161,
+ 0.3174441674721473,
+ 0,
+ 0.0430700938784079,
+ 0.3240418118466899,
+ 0.0536749682478325,
+ 0.3415813127090301,
+ 0.0081846335348768,
+ 0.2669789227166276,
+ 0.7080745341614907,
+ 0.7763975155279503,
+ 0.2511013215859031,
+ 0.6919191919191919,
+ 0.8136645962732919,
+ 0.2498144023756495,
+ 0.2015418502202643,
+ 0.8757763975155279,
+ 0.1315068493150684,
+ 0.0354957160342717,
+ 0.8633540372670807,
+ 0.2824795842613214,
+ 0.8561643835616438,
+ 0.8819875776397516,
+ 0.4409937888198758,
+ 0.84472049689441,
+ 0.8881987577639752,
+ 0,
+ 0.2808370044052863,
+ 0.5341614906832298,
+ 0.6956521739130435,
+ 0.904040404040404,
+ 0,
+ 1,
+ 0.898989898989899,
+ 0.2290748898678414,
+ 0.9254658385093169,
+ 0,
+ 0.6464646464646465,
+ 0.2400881057268722,
+ 0.9130434782608696,
+ 0.9006211180124224,
+ 0.7329192546583851,
+ 1,
+ 0.84472049689441,
+ 0.6770186335403726,
+ 0.9192546583850932,
+ 0.0300195194184559,
+ 0.0216732853200511,
+ 0.030288752776469,
+ 0.1108179419525065,
+ 0.0323459527958181,
+ 0.0124821796293362,
+ 0.1454570056153169,
+ 0.0032799059347731,
+ 0.0755616065350578,
+ 0,
+ 0,
+ 0,
+ 0.04,
+ 0.015,
+ 0.1,
+ 0.035,
+ 0.01,
+ 0.1,
+ 0,
+ 0,
+ 0,
+ 0.5139058059277304,
+ 0.5340236686390533,
+ 0.2963174421924065,
+ 0.1730512991339107,
+ 0.135809987819732,
+ 0.5315126050420168,
+ 0.1240310077519379,
+ 0.3453438213651357,
+ 0.1245047344033308,
+ 0.2523364485981308,
+ 0.5386243386243387,
+ 0.3156229180546302,
+ 0.2302401492189321,
+ 0.4238676766115319,
+ 0.5600749473026778,
+ 0.0245488538449032,
+ 0.0560771377822887,
+ 0.0214094558429973,
+ 0.0859174632781534,
+ 0.0739549839228295,
+ 0.0587002096436058,
+ 0.0369565217391304,
+ 0.165983606557377,
+ 0.7142857142857143,
+ 0,
+ 0.4367603550295858,
+ 0.2810126582278481,
+ 0.0621531631520532,
+ 0.9047619047619048,
+ 0.0693681318681318,
+ 0.2264150943396226,
+ 0.0486757337151037,
+ 0.8163265306122449,
+ 0,
+ 0,
+ 0.5308056872037915,
+ 0.216819973718791,
+ 0.1950715655894938,
+ 0,
+ 0.0135869565217391,
+ 0.4659090909090909,
+ 0.2153846153846154,
+ 0.5494505494505495,
+ 0.2105263157894736,
+ 0.3409090909090909,
+ 0.2222222222222222,
+ 0.5416666666666666,
+ 0.5617977528089888,
+ 0.6018518518518519,
+ 0.204527027027027,
+ 0.0498084291187739,
+ 0.1449704142011834,
+ 0.0488888888888888,
+ 0.1398601398601398,
+ 0,
+ 0,
+ 0,
+ 0.1176470588235294,
+ 0,
+ 0.0539215686274509,
+ 0,
+ 0,
+ 0,
+ 0.1975,
+ 0,
+ 0,
+ 0.06,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.4016129032258064,
+ 0.0918367346938775,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.275,
+ 0,
+ 0,
+ 0.2692307692307692,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.27,
+ 0,
+ 0,
+ 0,
+ 0.4033333333333333,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0416666666666666,
+ 0,
+ 0,
+ 1,
+ 0.0824742268041237,
+ 0,
+ 0,
+ 0,
+ 0.275,
+ 0,
+ 0.765,
+ 0,
+ 0.3469387755102041,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0.1463414634146341,
+ 0,
+ 0,
+ 0.7350746268656716,
+ 0,
+ 0,
+ 0.5379464285714286,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.9293478260869564,
+ 0.6495962726788147,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.5,
+ 0,
+ 0,
+ 0.2,
+ 0.1145374449339207,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2941176470588235,
+ 0.0417509656060327,
+ 0.1881552326650726,
+ 0.3010851572558396,
+ 0,
+ 0.1874195328306051,
+ 0.3010851572558396,
+ 0.0382563913923119,
+ 0.0474526393231561,
+ 0.7134562841530054,
+ 0.1929372815891116,
+ 0.2773224043715847,
+ 0.1544481054365733,
+ 0.0548096376678315,
+ 0,
+ 0.2269633989332352,
+ 0.1866838329961375,
+ 0.2773224043715847,
+ 0.2300901232297222,
+ 0.3995929443690638,
+ 0.0382563913923119,
+ 0.1258046716939488,
+ 0.2773224043715847,
+ 0.0382563913923119,
+ 0.3016369321316903,
+ 0.2773224043715847,
+ 0,
+ 0.3012690822144565,
+ 0,
+ 0.0478204892403899,
+ 0.0382563913923119,
+ 0.2326650726503586,
+ 0.7900271370420624,
+ 1,
+ 0,
+ 0.734229576008273,
+ 1,
+ 0.9327628361858192,
+ 0,
+ 0,
+ 0,
+ 0.821917808219178,
+ 0,
+ 0.889348500517063,
+ 0,
+ 0.9974747474747476,
+ 0.0936952714535901,
+ 0,
+ 0.4436401240951396,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.8852119958634953,
+ 0,
+ 0,
+ 0,
+ 0.985091743119266,
+ 0.5794621026894865,
+ 0.8345398138572906,
+ 0.9772727272727272
],
"y0": " ",
"yaxis": "y"
},
{
"alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-PR=%{y}<extra></extra>",
+ "hovertemplate": "Model=%{x}<br>Recall=%{y}<extra></extra>",
"legendgroup": "LSTMAD",
"marker": {
"color": "blueviolet"
@@ -8119,410 +7303,1226 @@
"x0": " ",
"xaxis": "x",
"y": [
- 0.1009451728802645,
- 0.1281087100575705,
- 0.1171576200895926,
- 0.1801663410634695,
- 0.1054475887952791,
- 0.1000945533148524,
- 0.229572485037448,
- 0.3180512423146159,
- 0.2052935600470548,
- 0.3275697849922989,
- 0.0976263424093555,
- 0.1286854555704182,
- 0.1154231208580612,
- 0.135970735993591,
- 0.1452969361054538,
- 0.2020142440611155,
- 0.1285669289006825,
- 0.1649225823780662,
- 0.1183341796225441,
- 0.2180093437140324,
- 0.1050061429476725,
- 0.5043860307495018,
- 0.1603726789250824,
- 0.3814994439211303,
- 0.0948078042240959,
- 0.0706866995815033,
- 0.1272255626038514,
- 0.1532540179078425,
- 0.0170106820626907,
- 0.0019297990875702,
- 0.3289886933334722,
- 0.3169156592087502,
- 0.0057074805886625,
- 0.0920549938430992,
- 0.1080960438828656,
- 0.0447924145930192,
- 0.08885672022078,
- 0.0288580935851013,
- 0.146123475043933,
- 0.0602386245242467,
- 0.0016414554457349,
- 0.0510989353645024,
- 0.405994313455163,
- 0.2362374731068962,
- 0.0118550025956591,
- 0.0080398311574946,
- 0.5033494239930368,
- 0.0450007760709601,
- 0.3343905570904966,
- 0.0239015768899222,
- 0.0673083349839368,
- 0.008822837681776,
- 0.3195292658968113,
- 0.4770503725372645,
- 0.3125616228291222,
- 0.449583189492551,
- 0.5869636536607037,
- 0.0336277860578236,
- 0.1541427650915253,
- 0.1168946312445426,
- 0.1664522631786306,
- 0.4488749097920018,
- 0.8965759529008617,
- 0.9089323906519592,
- 0.948838869832512,
- 0.9589962743792236,
- 0.4328494430864685,
- 0.7750501884996596,
- 0.3877266111164842,
- 0.9672790059921912,
- 0.9839181280772312,
- 0.9194281939448028,
- 0.1330800298859931,
- 0.0655928375129489,
- 0.3130386100168111,
- 0.0543050890725851,
- 0.165135939901446,
- 0.0063751866351832,
- 0.0359623856847141,
- 0.1900670861628873,
- 0.0687029646809657,
- 0.1301396881205377,
- 0.3474840113540728,
- 0.5257986229646947,
- 0.6636631922043172,
- 0.2536320477761474,
- 0.7197682250251601,
- 0.2791659802622198,
- 0.6687671214141642,
- 0.5996765487121487,
- 0.3995286477341201,
- 0.0422854658970998,
- 0.4413637094223206,
- 0.2705435302234947,
- 0.7587660885403003,
- 0.8732417587531789,
- 0.7031494665121006,
- 0.543677847404545,
- 0.7779601830933641,
- 0.328412458926937,
- 0.6568629691953706,
- 0.4072720165926265,
- 0.527954394349026,
- 0.2125495738084413,
- 0.2695039115912405,
- 0.1382924695744229,
- 0.394070383538556,
- 0.6311142239103623,
- 0.7405254736850734,
- 0.0668798751717433,
- 0.3382161279609929,
- 0.6426028107495327,
- 0.5577254241580539,
- 0.8273324367923459,
- 0.6951842741859796,
- 0.3720051923565687,
- 0.9193089977317334,
- 0.0977050259624144,
- 0.5677440953422607,
- 0.1745310394798601,
- 0.2119572206742382,
- 0.1824113384879606,
- 0.5229600423871921,
- 0.4875423354527968,
- 0.4478031744505809,
- 0.3407908860129046,
- 0.2882427026472292,
- 0.3122169394977651,
- 0.0148171865197386,
- 0.0034262528243719,
- 0.0411334991689147,
- 0.0337630600598233,
- 0.0208343607271841,
- 0.0224464388718262,
- 0.0445006272158276,
- 0.0192799765362658,
- 0.028571073022964,
- 0.0639334787833134,
- 0.054205806449598,
- 0.0515472250881967,
- 0.2608578180184823,
- 0.0479930330163953,
- 0.1389324911988367,
- 0.1765104266632455,
- 0.2696789989618128,
- 0.0764066827508685,
- 0.0407129962395518,
- 0.1375436608584624,
- 0.2780644784986223,
- 0.0660105711629989,
- 0.0755634213430318,
- 0.1982906350672851,
- 0.0969248802762977,
- 0.1113259434294397,
- 0.220047128837984,
- 0.0355460299430414,
- 0.137717954262825,
- 0.0507594647978935,
- 0.0863898571779153,
- 0.044494036167939,
- 0.9991737506737156,
- 0.999578788733182,
- 0.9863808354522692,
- 0.1292139223142417,
- 0.1041920107992168,
- 0.258599132749086,
- 0.1312432469504681,
- 0.0572869585224031,
- 0.1499706052023288,
- 0.02737698953575,
- 0.4030067289145056,
- 0.3308258908215797,
- 0.4502733441678267,
- 0.0372076187622129,
- 0.1724029960166536,
- 0.2071218824359444,
- 0.069556765291795,
- 0.4324714670682278,
- 0.1400154728828805,
- 0.520985124485407,
- 0.7102807632294266,
- 0.3334684045708462,
- 0.9157650591595516,
- 0.3051589315084462,
- 0.9422113974567448,
- 0.4846033976302242,
- 0.7900272232210096,
- 0.8919818214977273,
- 0.833778173180497,
- 0.3290558627970383,
- 0.9320071979104938,
- 0.6817648548880137,
- 0.619392903434903,
- 0.5204081945233773,
- 0.7755469160239488,
- 0.850948806848277,
- 0.3362460442405468,
- 0.269815731398083,
- 0.1063194707761475,
- 0.7664113727834739,
- 0.1524278716707837,
- 0.425543441129264,
- 0.6821353583683741,
- 0.5538030827566615,
- 0.1606451568561448,
- 0.0672501040011019,
- 0.0080299323956759,
- 0.0182652884159213,
- 0.0028900187419194,
- 0.018486118989619,
- 0.0039854294752767,
- 0.0151721594300285,
- 0.0243926676196308,
- 0.0469868494632676,
- 0.0024615293571285,
- 0.0091265899501076,
- 0.0058955675962032,
- 0.00006053279185387088,
- 0.0495206182219899,
- 0.0021599206905477,
- 0.0058663897407834,
- 0.0304629514617418,
- 0.0639309996599823,
- 0.00008414640990882806,
- 0.0084322760288868,
- 0.0057403793263342,
- 0.0143623240874908,
- 0.0020448830450455,
- 0.0004840373182322,
- 0.0017389598091735,
- 0.0277317366238642,
- 0.0097335118747167,
- 0.0621575443241051,
- 0.0277060841804476,
- 0.0159630000168175,
- 0.0109862651944141,
- 0.0263706776415402,
- 0.0079180259277135,
- 0.0127000954119437,
- 0.0222489995913749,
- 0.0286933181186042,
- 0.0181300488565233,
- 0.0208631666790229,
- 0.0005336179295624,
- 0.2365658169178449,
- 0.0217946712515375,
- 0.0050280975742233,
- 0.0139700042528241,
- 0.0379822301000884,
- 0.0541519770570237,
- 0.0155534047178474,
- 0.0642889328803235,
- 0.0071695663293138,
- 0.0880669616041549,
- 0.0019714632129438,
- 0.0099385068762042,
- 0.0053497716464245,
- 0.0095561182792424,
- 0.0200757261096892,
- 0.000023276211473169568,
- 0.0057121500430497,
- 0.1221932752848065,
- 0.0240926266871147,
- 0.0005886811704286,
- 0.0075247624900853,
- 0.0058088160191489,
- 0.0043128186701722,
- 0.0082740130286173,
- 0.0054899959247079,
- 0.1548828663802889,
- 0.0253602187027208,
- 0.0061773476406007,
- 0.0004828585224529,
- 0.0119420253971059,
- 0.010976253454825,
- 0.0186335132695865,
- 0.0218031182652742,
- 0.0061357098182757,
- 0.0043013466104279,
- 0.001544285790348,
- 0.0581359245123009,
- 0.0420725446673419,
- 0.024930795889296,
- 0.1589354521744285,
- 0.6951000478101532,
- 0.866458293342961,
- 0.8331202890526553,
- 0.6345266031656472,
- 0.1910676568559934,
- 0.4024225693233234,
- 0.0155649896135518,
- 0.0769231553249308,
- 0.1800385538390924,
- 0.0753315761848947,
- 0.0632661929603659,
- 0.0307328366908919,
- 0.43440063160702,
- 0.0185401333172043,
- 0.4307481466781108,
- 0.0149884248855262,
- 0.043960843841344,
- 0.669824054008361,
- 0.0555555555555554,
- 1,
- 0.0385304738255251,
- 0.0363250897073417,
- 0.0187091483351984,
- 1,
- 0.1661153922908229,
- 0.0259048926628198,
- 0.8641975308641974,
- 0.8595679012345676,
- 0.0187020206429116,
- 0.018984591887015,
- 1,
- 0.0046159697773407,
- 0.0317230767406775,
- 0.0147058823529411,
+ 0.0233236151603498,
+ 0.0313971742543171,
+ 0.0091923834537097,
+ 0.0074626865671641,
+ 0.0504201680672268,
+ 0.003883495145631,
+ 0.0564516129032258,
+ 0.1442786069651741,
+ 0.037037037037037,
+ 0.0405405405405405,
+ 0,
+ 0,
+ 0,
+ 0.006578947368421,
+ 0,
+ 0.0220994475138121,
+ 0.0298507462686567,
+ 0,
+ 0.0075,
+ 0,
+ 0.0125,
+ 0.0057692307692307,
+ 0.062082777036048,
+ 0.2007797270955165,
+ 0.0025316455696202,
+ 0,
+ 0.055,
+ 0.0046511627906976,
+ 0,
+ 0,
+ 0.5606060606060606,
+ 0.2954545454545454,
+ 0,
+ 0.3333333333333333,
+ 0.3333333333333333,
+ 0.2903225806451613,
+ 0.0769230769230769,
+ 0,
+ 0.5,
+ 0.0098039215686274,
+ 0,
+ 0.050632911392405,
+ 0.4344827586206896,
+ 0.2780082987551867,
+ 0,
+ 0,
+ 0.8009049773755657,
+ 0.0088495575221238,
+ 0.3333333333333333,
+ 0.0061728395061728,
+ 0.1846153846153846,
+ 0,
+ 0.5287356321839081,
+ 0.0082644628099173,
+ 0.0576923076923076,
+ 0,
+ 0.5364238410596026,
+ 0.015267175572519,
+ 0,
+ 0.0579710144927536,
+ 0,
+ 0.1228070175438596,
+ 0.2721712538226299,
+ 0.4558521560574948,
+ 0,
+ 0.3710174717368962,
+ 0.5216494845360825,
+ 0.2456676860346585,
+ 0.4573170731707317,
+ 0.0963768115942029,
+ 0,
+ 0,
+ 0.0611448395490026,
+ 0.0179908076165462,
+ 0.1692526835224093,
+ 0.0242420895687227,
+ 0.0297681533247353,
+ 0.0766550522648083,
+ 0.0129769727759677,
+ 0.0510033444816053,
+ 0.0202403775254387,
+ 0.1194379391100702,
+ 0.2919254658385093,
+ 0.2422360248447205,
+ 0.2257709251101321,
+ 0.2676767676767677,
+ 0.3540372670807453,
+ 0.0193021529324424,
+ 0.2059471365638766,
+ 0.577639751552795,
+ 0.0968036529680365,
+ 0.04406364749082,
+ 0.124223602484472,
+ 0.046399406087602,
+ 0.547945205479452,
+ 0.5714285714285714,
+ 0.4099378881987577,
+ 0.2670807453416149,
+ 0.3788819875776397,
+ 0.3541666666666667,
+ 0.236784140969163,
+ 0.2111801242236025,
+ 0.2608695652173913,
+ 0.3686868686868687,
+ 0.3333333333333333,
+ 0.4090909090909091,
+ 0.3737373737373737,
+ 0.1905286343612335,
+ 0.3850931677018633,
+ 0.3181818181818182,
+ 0.2929292929292929,
+ 0.1629955947136563,
+ 0.5217391304347826,
+ 0.4347826086956521,
+ 0.3726708074534161,
+ 0.3416149068322981,
+ 0.7142857142857143,
+ 0.1304347826086956,
+ 0.639751552795031,
+ 0.0090193174934374,
+ 0.0280675775728612,
+ 0.003567341993673,
+ 0.1075705297341181,
+ 0.0551243465864089,
+ 0.0210993188658324,
+ 0.0537176104458426,
+ 0.0128720836685438,
+ 0.0167089547620521,
+ 0.11,
+ 0.0285714285714285,
+ 0.12,
+ 0.11,
+ 0.1,
+ 0.1,
+ 0.16,
+ 0.105,
+ 0.14,
+ 0,
+ 0,
+ 0,
+ 0.0736906211936662,
+ 0.1198224852071005,
+ 0.1027690550956323,
+ 0.0611259160559626,
+ 0.1152050345107592,
+ 0.0724789915966386,
+ 0.01712637461691,
+ 0.0948997716315656,
+ 0.0590960983144181,
+ 0.1813084112149532,
+ 0.0846560846560846,
+ 0.0622918054630246,
+ 0.0278619724877593,
+ 0.1023342093059205,
+ 0.0929814973846514,
+ 0.0178832710128434,
+ 0.0591220502410555,
+ 0.0220466420288008,
+ 0.049661925856843,
+ 0.0213022508038585,
+ 0.709643605870021,
+ 0,
+ 0.6434426229508197,
+ 0.1428571428571428,
+ 0.3333333333333333,
+ 0.4323224852071006,
+ 0.2025316455696202,
+ 0.004439511653718,
+ 0.6,
+ 0.0611263736263736,
+ 0.320754716981132,
+ 0.1166785969935576,
+ 0.4897959183673469,
+ 0.0132450331125827,
+ 0.1293103448275862,
+ 0.3601895734597156,
+ 0.2128777923784494,
+ 0.194481333923565,
+ 0.056338028169014,
+ 0.0081521739130434,
+ 0.1704545454545454,
+ 0.0769230769230769,
+ 0.2087912087912088,
+ 0.087719298245614,
+ 0.2386363636363636,
+ 0.0952380952380952,
+ 0.1916666666666666,
+ 0.2022471910112359,
+ 0.2129629629629629,
+ 0.0106081081081081,
+ 0.210727969348659,
+ 0.044378698224852,
+ 0.0577777777777777,
+ 0,
+ 0,
+ 0,
+ 0.0756972111553784,
+ 0.0078431372549019,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2052238805970149,
+ 0.105,
+ 0,
+ 0.0006666666666666,
+ 0.04,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.2064516129032258,
+ 0.0306122448979591,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0086580086580086,
+ 0.08,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.08,
+ 0,
+ 0.0206185567010309,
+ 0,
+ 0.05,
+ 0,
+ 0,
+ 0.0833333333333333,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.6271186440677966,
+ 0.0206185567010309,
+ 0.008,
+ 0,
+ 0.1634615384615384,
+ 0.085,
+ 0,
+ 0.285,
+ 0,
+ 0.1326530612244898,
+ 0.01,
+ 0,
+ 0.0266666666666666,
+ 0,
+ 0.2,
+ 0,
+ 0,
+ 0.6,
+ 0.16,
+ 0,
+ 0,
+ 0,
+ 0.02,
+ 0.1666666666666666,
+ 0,
+ 0.8,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0416666666666666,
+ 0.1458333333333333,
+ 0,
+ 0,
+ 0.0015384615384615,
+ 0.1020408163265306,
+ 0,
+ 0.0123456790123456,
+ 0.0826210826210826,
+ 0.3505798394290811,
+ 0.0196078431372549,
+ 0.7804878048780488,
+ 0,
+ 0.1387900355871886,
+ 0.3544776119402985,
+ 0,
+ 0.075268817204301,
+ 0,
+ 0.064516129032258,
+ 0.0990990990990991,
+ 0.045045045045045,
+ 0.1372549019607843,
+ 0,
+ 0.2857142857142857,
+ 0,
+ 0.0108695652173913,
+ 0.6548871735139083,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0.3333333333333333,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0.5,
+ 1,
+ 1,
+ 0.6,
+ 0.1938325991189427,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0.2941176470588235,
+ 0.1164244988044877,
+ 0.0765127827846238,
+ 0.1578076144932867,
+ 0,
+ 0.0765127827846238,
+ 0.1581754644105205,
+ 0.0194960456133897,
+ 0.0259334191649806,
+ 0.7318989071038251,
+ 0.0963766783152473,
+ 0.1864754098360656,
+ 0.1719522240527183,
+ 0.0259334191649806,
+ 0.1142173993010851,
+ 0.1316902703696891,
+ 0.0765127827846238,
+ 0.1864754098360656,
+ 0.1294831708662865,
+ 0.3948439620081411,
+ 0.0194960456133897,
+ 0.192385506713261,
+ 0.1864754098360656,
+ 0.0194960456133897,
+ 0.1567040647415854,
+ 0.1864754098360656,
+ 0,
+ 0.1581754644105205,
+ 0,
+ 0.0259334191649806,
+ 0.0194960456133897,
+ 0.1294831708662865,
+ 0.7686567164179104,
+ 0.996969696969697,
+ 0,
+ 0.7280248190279214,
+ 1,
+ 0.2823960880195599,
+ 0,
+ 0,
+ 0,
+ 0.7899543378995434,
+ 0,
+ 0.8345398138572906,
+ 0.0087565674255691,
+ 0.9924242424242424,
+ 0.0604203152364273,
+ 0.021015761821366,
+ 0.4498448810754912,
+ 0.0008756567425569,
+ 0,
+ 0.0148861646234676,
+ 0,
+ 0.9482936918304034,
+ 0,
+ 0,
+ 0,
+ 0.9644495412844036,
+ 0.3728606356968215,
+ 0.5036194415718718,
+ 0.9242424242424242
+ ],
+ "y0": " ",
+ "yaxis": "y"
+ },
+ {
+ "alignmentgroup": "True",
+ "hovertemplate": "Model=%{x}<br>Recall=%{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": [
+ 0.0029154518950437,
+ 0.0408163265306122,
+ 0.0702560735390676,
+ 0.1641791044776119,
+ 0,
+ 0.0883495145631068,
+ 0.0080645161290322,
+ 0.3482587064676617,
+ 0.0138888888888888,
+ 0,
+ 0.2531645569620253,
+ 0,
+ 0.0080645161290322,
+ 0,
+ 0.1052631578947368,
+ 0.1767955801104972,
+ 0.0870646766169154,
+ 0.0904255319148936,
+ 0,
+ 0,
+ 0.01875,
+ 0,
+ 0.4025367156208277,
+ 0.2163742690058479,
+ 0.0120253164556962,
+ 0.0042016806722689,
+ 0.045,
+ 0.013953488372093,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.032258064516129,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0103448275862068,
+ 0,
+ 0,
+ 0,
+ 0.8416289592760181,
+ 0,
+ 0,
+ 0,
+ 0.0205128205128205,
+ 0,
+ 0,
+ 0.1570247933884297,
+ 0.0288461538461538,
+ 0.6795580110497238,
+ 0.4768211920529801,
+ 0,
+ 0,
+ 0.2463768115942029,
+ 0,
+ 0.3596491228070175,
+ 0.0244648318042813,
+ 0.0184804928131416,
+ 0.0135279458882164,
+ 0.0154162384378211,
+ 0.0268041237113402,
+ 0.0142711518858307,
+ 0.0142276422764227,
+ 0.017391304347826,
+ 0.0128663330950679,
+ 0.0139435109045405,
+ 0.0112749349522983,
+ 0.0146640402713941,
+ 0.4300249275067406,
+ 0,
+ 0.0336222668786179,
+ 0.2560975609756097,
+ 0.0415263128830968,
+ 0.259563127090301,
+ 0.0150788969178587,
+ 0,
+ 0,
1,
+ 0.3436123348017621,
+ 0,
+ 0,
+ 0.0475129918337045,
+ 0.3722466960352423,
+ 0.8633540372670807,
+ 0.1347031963470319,
+ 0.4186046511627907,
+ 0.639751552795031,
+ 0.0631031922791388,
+ 0.7328767123287672,
+ 0.8260869565217391,
+ 0,
+ 0.8198757763975155,
+ 0,
+ 0,
+ 0.2808370044052863,
1,
+ 0.2049689440993788,
+ 0.0959595959595959,
+ 0,
+ 0,
+ 0.0202020202020202,
+ 0.3898678414096916,
+ 0,
+ 0,
+ 0.0707070707070707,
+ 0.3535242290748899,
+ 0.9254658385093169,
+ 0.062111801242236,
+ 0.9254658385093169,
+ 0.5527950310559007,
+ 0.9937888198757764,
+ 0,
+ 0.8074534161490683,
+ 0.0036346503331762,
+ 0.0042404253887056,
+ 0.0094904758699602,
+ 0.1313172315810838,
+ 0.0229051164264216,
+ 0.0142246158720101,
+ 0.1299641431567553,
+ 0.1072467355653196,
+ 0.113806547434866,
+ 0.005,
+ 0,
+ 0,
+ 0.015,
+ 0,
+ 0.06,
+ 0,
+ 0,
+ 0,
+ 0.415625,
+ 0.3802083333333333,
+ 0.5027173913043478,
+ 0.2442143727161997,
+ 0.3579881656804733,
+ 0.2280902083928061,
+ 0.1778814123917388,
+ 0.2369062119366626,
+ 0.3319327731092437,
+ 0.019289706147467,
+ 0.34128393808678,
+ 0.1500235041300114,
+ 0.2934579439252336,
+ 0.3693121693121693,
+ 0.2563291139240506,
+ 0.1397761716017719,
+ 0.191528829803679,
+ 0.4004996486845187,
+ 0.0715330840513737,
+ 0.3666582085765034,
+ 0.0449853447177265,
+ 0.0671485194684075,
+ 0.0677920685959271,
+ 0.0136268343815513,
+ 0.0137681159420289,
+ 0.0163934426229508,
+ 0,
+ 0,
+ 0.5151627218934911,
+ 0.0088607594936708,
+ 0,
+ 0.9523809523809524,
+ 0.6311813186813187,
+ 0.2075471698113207,
+ 0.2412312097351467,
+ 0.7755102040816326,
+ 0.0198675496688741,
+ 0.2241379310344827,
+ 0.0616113744075829,
+ 0.090670170827858,
+ 0.3119374354434115,
+ 0.647887323943662,
+ 0.5729813664596274,
+ 0.5681818181818182,
+ 0.0307692307692307,
+ 0.6593406593406593,
+ 0,
+ 0.5113636363636364,
+ 0.0158730158730158,
+ 0.5083333333333333,
+ 0.1685393258426966,
+ 0.5555555555555556,
+ 0.0702702702702702,
+ 0.003831417624521,
+ 0.0118343195266272,
+ 0.0088888888888888,
+ 0.0093240093240093,
+ 0.003831417624521,
+ 0.0114942528735632,
+ 0.0039840637450199,
+ 0.0098039215686274,
+ 0,
+ 0.0049019607843137,
+ 0,
+ 0.0432098765432098,
+ 0.0111940298507462,
+ 0.0025,
+ 0,
+ 0.0033333333333333,
+ 0.14,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.175,
+ 0.3225806451612903,
+ 0,
+ 0.0181818181818181,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0270588235294117,
+ 0,
+ 0,
+ 0.005,
+ 0,
+ 0,
+ 0.3846153846153846,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0492307692307692,
+ 0.39,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0625,
+ 0,
+ 0,
1,
- 0.0032121891621152,
+ 0.9896907216494846,
+ 0,
+ 0,
+ 0,
+ 0.045,
+ 0,
+ 0.49,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.24,
+ 0,
+ 0,
+ 0,
+ 0.48,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.3246376811594202,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.1276923076923077,
+ 0,
+ 0.24,
+ 0.0123456790123456,
+ 0.0142450142450142,
+ 0.1284567350579839,
+ 0.1176470588235294,
+ 0.5609756097560976,
+ 0.7623762376237624,
+ 0.4341637010676156,
+ 0.7276119402985075,
+ 0,
+ 0,
+ 0.5491071428571429,
+ 0,
+ 0,
+ 0,
+ 0.7254901960784313,
+ 0,
+ 0.3290529695024077,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.4125,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.72,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
1,
- 0.1428571428571428,
- 0.321546024210809,
- 1,
- 0.6868864670348196,
- 0.2524721458826821,
- 0.9785160868647084,
- 0.008758599434911,
- 1,
- 0.0066201863458979,
- 0.2106145973830484,
- 0.0020027839671379,
- 0.1015397729488557,
- 0.01982046042404,
- 0.7210798027039079,
- 0.5542613566842086,
- 0.9531920552157612,
- 0.5822725756128825,
- 0.0682177850526483,
- 0.9034952057180936,
- 0.5759233997982274,
- 0.8334444341433129,
- 0.7106923726385336,
- 0.9814719667278226,
- 0.9603513105414376,
- 0.8227837167698208,
- 0.9484089864677396,
- 0.4982118308026251,
- 0.9962598714684814,
- 0.8250378327415824,
- 0.9119413930720368,
- 0.8227837167698208,
- 0.8050693311176673,
- 0.8822675522555768,
- 0.8334442425849976,
- 0.9419977524040856,
- 0.8227837167698208,
- 0.833443729001349,
- 0.6057532707984497,
- 0.8227837167698208,
- 0.0687846632659852,
- 0.5783764293709797,
- 0.0498103041175154,
- 0.7098845120370701,
- 0.8334442425849976,
- 0.826462469593118,
- 0.965047653373962,
- 0.9127722414391056,
- 0.1064474699983355,
- 0.9708542809813376,
- 0.7515870206893343,
- 0.5100187118489438,
- 0.0683635597174668,
- 0.0126849291325253,
- 0.0135167882658251,
- 0.8146009411580667,
- 0.0204338490710855,
- 0.9653797242887892,
- 0.9632987626995722,
- 0.9745536964616012,
- 0.5427194750107045,
- 0.7792281190314674,
- 0.6931910397490794,
- 0.6585099177089323,
- 0.0168869636509617,
- 0.9753945780813444,
- 0.0206942972017477,
- 0.9477772157758838,
- 0.9976635138666508,
- 0.0167951660583179,
- 0.0201098826188157,
- 0.7892388611946484,
- 0.5220683014942072,
- 0.8490685089085376,
- 0.8717597131009235
+ 0,
+ 0.0352422907488986,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0790877322052602,
+ 0.1294831708662865,
+ 0.2389185212433327,
+ 0.0209674452823248,
+ 0.1294831708662865,
+ 0.2389185212433327,
+ 0.05076328857826,
+ 0.1403347434246827,
+ 0.8418715846994536,
+ 0.1099871252528968,
+ 0.3640710382513661,
+ 0.2100494233937397,
+ 0.1403347434246827,
+ 0.0654772852676108,
+ 0.2043406290233584,
+ 0.1294831708662865,
+ 0.3640710382513661,
+ 0.2043406290233584,
+ 0.3219131614654003,
+ 0.05076328857826,
+ 0.0023910244620194,
+ 0.3640710382513661,
+ 0.05076328857826,
+ 0.2389185212433327,
+ 0.3640710382513661,
+ 0.0995034026117344,
+ 0.2389185212433327,
+ 0.5859676175790285,
+ 0.1403347434246827,
+ 0.05076328857826,
+ 0.2043406290233584,
+ 0.9090909090909092,
+ 1,
+ 0.0481611208406304,
+ 0.4405377456049638,
+ 1,
+ 0.5831295843520783,
+ 0.0753064798598949,
+ 0.941919191919192,
+ 0.9736842105263158,
+ 0.7351598173515982,
+ 0,
+ 0.2781799379524302,
+ 0.0683012259194395,
+ 1,
+ 0.0893169877408056,
+ 0.0980735551663747,
+ 0.4364012409513961,
+ 0.126970227670753,
+ 0.9771689497716894,
+ 0.0919439579684763,
+ 0.91320293398533,
+ 0.1737331954498449,
+ 0.1313485113835376,
+ 0.8881278538812786,
+ 0.9486552567237164,
+ 0,
+ 0.8924205378973105,
+ 0.0051706308169596,
+ 0.9671717171717172
],
"y0": " ",
"yaxis": "y"
},
{
"alignmentgroup": "True",
- "hovertemplate": "Model=%{x}<br>VUS-PR=%{y}<extra></extra>",
+ "hovertemplate": "Model=%{x}<br>Recall=%{y}<extra></extra>",
"legendgroup": "LOF",
"marker": {
"color": "darksalmon"
@@ -8935,403 +8935,403 @@
"x0": " ",
"xaxis": "x",
"y": [
- 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,
- 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,
- 0.0793711661657013,
- 0.2921233299414378,
- 0.1842774592969869,
- 0.1993164821453371,
- 0.038326112334202,
- 0.0958365262691435,
- 0.0998395217434156,
- 0.4877312185053344,
- 0.2034784202553557,
- 0.8066498950542565,
- 0.8137476805424989,
- 0.9101876435124252,
- 0.9088325631293508,
- 0.1520343603948169,
- 0.5724671741479528,
- 0.1708318131011563,
- 0.9375164542385926,
- 0.9712048607937904,
- 0.8613956417985078,
- 0.1348036345450808,
- 0.0583428028155999,
- 0.0359716215748545,
- 0.0331515820531995,
- 0.1379319878883075,
- 0.0012416968974043,
- 0.0330866018753321,
- 0.0766215186274546,
- 0.0536417355711097,
- 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,
- 0.203744040638638,
- 0.2033463226797444,
- 0.2035756900667123,
- 0.2624881844983564,
- 0.375799843669638,
- 0.3943519206578282,
- 0.2263485876887323,
- 0.2210639184896027,
- 0.2173069958200442,
- 0.0049024286140125,
- 0.0040207208420677,
- 0.0044822679800762,
- 0.0043322520556225,
- 0.0041724131368607,
- 0.0041422096160456,
- 0.0046433260678721,
- 0.0045568655841424,
- 0.0064946780888428,
- 0.1257870819704898,
- 0.114227099471126,
- 0.0933019173988215,
- 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,
- 0.8843471229799927,
- 0.934482921202679,
- 0.3129205122190526,
- 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,
- 0.3774483665307427,
- 0.2789914820399203,
- 0.4925721665080417,
- 0.2478900008015483,
- 0.4778766602165223,
- 0.336372683740895,
- 0.4230734741726358,
- 0.4894959640963833,
- 0.4324454430109598,
- 0.0638260310723236,
- 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,
- 0.0905025385600026,
- 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,
- 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,
- 0.1211682396739051,
- 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,
+ 0.0349854227405247,
+ 0.0329670329670329,
+ 0.0144451739986868,
+ 0.0074626865671641,
+ 0.0168067226890756,
+ 0.0310679611650485,
+ 0.0604838709677419,
+ 0.0049751243781094,
+ 0.0231481481481481,
+ 0.0405405405405405,
+ 0.0358649789029535,
+ 0.0155945419103313,
+ 0.032258064516129,
+ 0.006578947368421,
+ 0.0448343079922027,
+ 0.1132596685082873,
+ 0,
+ 0.0106382978723404,
+ 0.03,
+ 0.0225442834138486,
+ 0.025,
+ 0.0711538461538461,
+ 0.0086782376502002,
+ 0.0389863547758284,
+ 0.0018987341772151,
+ 0,
+ 0.005,
+ 0.0116279069767441,
+ 0.09375,
0.0714285714285714,
- 0.5,
+ 0.5606060606060606,
+ 0.3333333333333333,
+ 0.1219512195121951,
+ 0.1666666666666666,
+ 0,
+ 0.2903225806451613,
+ 0.0769230769230769,
+ 0.0909090909090909,
+ 0,
+ 0.088235294117647,
+ 0.1379310344827586,
+ 0.1012658227848101,
+ 0.0620689655172413,
+ 0.0290456431535269,
+ 0.0857142857142857,
+ 0.073170731707317,
+ 0.0316742081447963,
+ 0.0530973451327433,
+ 0.6666666666666666,
+ 0.0617283950617283,
+ 0.0615384615384615,
+ 0.0508474576271186,
+ 0.5287356321839081,
+ 0.0082644628099173,
+ 0.0064102564102564,
+ 0.011049723756906,
+ 0.0264900662251655,
+ 0,
+ 0.024793388429752,
+ 0.0579710144927536,
+ 0.119047619047619,
+ 0.0482456140350877,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0320901994796183,
+ 0.0002188662727073,
+ 0.0002543623136796,
+ 0,
+ 0.0012447137158453,
+ 0,
+ 0.00005522116074879894,
+ 0.0001829013377926,
+ 0.0005530157793835,
+ 0.0046838407494145,
+ 0.0496894409937888,
+ 0.0186335403726708,
+ 0.0209251101321585,
+ 0.2474747474747475,
+ 0.1428571428571428,
+ 0.0237564959168522,
+ 0.0121145374449339,
+ 0.5217391304347826,
+ 0.0210045662100456,
+ 0.0428396572827417,
+ 0,
+ 0.0374907201187824,
+ 0.3287671232876712,
+ 0.0683229813664596,
+ 0.0559006211180124,
+ 0.0434782608695652,
+ 0.2298136645962732,
+ 0.2135416666666666,
+ 0.052863436123348,
+ 0.0062111801242236,
+ 0,
+ 0.005050505050505,
+ 0.207070707070707,
+ 0.0757575757575757,
+ 0,
+ 0.0088105726872246,
+ 0.1925465838509316,
+ 0.0757575757575757,
+ 0,
+ 0.0088105726872246,
+ 0.2981366459627329,
+ 0.2298136645962732,
+ 0.0062111801242236,
+ 0.422360248447205,
+ 0,
+ 0.0496894409937888,
+ 0.4285714285714285,
+ 0.00006730833950326445,
+ 0.0028269502591371,
+ 0.0008750084135424,
+ 0,
+ 0.0067479803579914,
+ 0.0018057975605892,
+ 0.0106217441309789,
+ 0.0134909338449161,
+ 0.0077975122222909,
+ 0.025,
+ 0.0142857142857142,
+ 0.02,
+ 0.035,
+ 0.02,
+ 0.025,
+ 0.025,
+ 0.03,
+ 0.015,
+ 0.0052083333333333,
+ 0.0130208333333333,
+ 0.0013586956521739,
+ 0.0074096630125862,
+ 0,
+ 0.0059948615472452,
+ 0.0033311125916055,
+ 0.0150223304912708,
+ 0.0059523809523809,
+ 0.0095547142599603,
+ 0.0086272519665059,
+ 0.0051709086025115,
+ 0.0074766355140186,
+ 0.0042328042328042,
+ 0.0136575616255829,
+ 0.0061785964094194,
+ 0.0227237594682331,
+ 0.0124912171129674,
+ 0.0004877255730775,
+ 0.0002537427048972,
+ 0.0031859309290174,
+ 0.0025647003963627,
+ 0.0048231511254019,
+ 0.0639412997903564,
+ 0.0021739130434782,
+ 0,
+ 0,
+ 0.3333333333333333,
+ 0.0081360946745562,
+ 0.0113924050632911,
+ 0.004439511653718,
+ 0,
+ 0.0103021978021978,
+ 0.2452830188679245,
+ 0.0114531138153185,
+ 0.4693877551020408,
+ 0.0397350993377483,
+ 0.0086206896551724,
+ 0.0047393364928909,
+ 0,
+ 0.0190349712262062,
+ 0.2957746478873239,
+ 0.1059782608695652,
+ 0,
+ 0.1076923076923077,
+ 0.2527472527472527,
+ 0.087719298245614,
+ 0.2727272727272727,
+ 0.1111111111111111,
+ 0.225,
+ 0.2134831460674157,
+ 0.25,
+ 0.0104729729729729,
+ 0,
+ 0.1568047337278106,
+ 0,
+ 0.0023310023310023,
+ 0,
+ 0,
+ 0.0079681274900398,
+ 0,
+ 0.0205128205128205,
+ 0,
+ 0.0916334661354581,
+ 0.0339506172839506,
+ 0.0895522388059701,
+ 0,
+ 0.0048780487804878,
+ 0.0093333333333333,
+ 0.62,
+ 0.0444444444444444,
+ 0.0833333333333333,
+ 0.0444444444444444,
+ 0,
+ 0.44625,
+ 0.0209677419354838,
+ 0,
+ 0.3909090909090909,
+ 0.2577319587628865,
+ 0.05,
+ 1,
+ 0.0833333333333333,
+ 0.0164705882352941,
+ 0.01,
+ 0.0129870129870129,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0.0666666666666666,
+ 0,
+ 0.02,
+ 0.1166666666666666,
+ 0.0093896713615023,
+ 0.0206185567010309,
+ 0.075,
+ 0.0058823529411764,
+ 0.0206185567010309,
+ 0.0169230769230769,
+ 0.0766666666666666,
+ 0,
+ 0,
+ 0.5625,
+ 0.0125,
+ 0.7291666666666666,
+ 0,
+ 0,
+ 0.1186440677966101,
+ 0,
+ 0.028,
+ 0,
+ 0.0096153846153846,
+ 0.07,
+ 0,
+ 0.005,
+ 0.0271186440677966,
+ 0,
+ 0.73,
+ 0.0166666666666666,
+ 0.0033333333333333,
+ 0.0333333333333333,
+ 0,
1,
- 0.6598639455782318,
- 0.2449469308397298,
- 0.3911200432690072,
- 0.0113547070737902,
+ 0.05,
+ 0,
+ 0,
+ 0,
+ 0.7083333333333334,
+ 0.0625,
+ 0,
+ 0.1666666666666666,
+ 0.0833333333333333,
+ 0,
+ 0.0376811594202898,
1,
- 0.0097478009039659,
- 0.1666666666666669,
- 0.0147058823529411,
- 0.0515002509451399,
- 0.0573082946091414,
- 0.5612328109562879,
- 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,
- 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
+ 0,
+ 0.75,
+ 0,
+ 0.0416666666666666,
+ 0.0208333333333333,
+ 0,
+ 0.3888888888888889,
+ 0.0123076923076923,
+ 0.0306122448979591,
+ 0.6166666666666667,
+ 0.0123456790123456,
+ 0.0284900284900284,
+ 0,
+ 0.0196078431372549,
+ 0.7804878048780488,
+ 0.5148514851485149,
+ 0.0071174377224199,
+ 0.0559701492537313,
+ 0,
+ 0.0053763440860215,
+ 0,
+ 0.064516129032258,
+ 0,
+ 0,
+ 0.4509803921568627,
+ 0.0082644628099173,
+ 0.0256821829855537,
+ 0.5853658536585366,
+ 0.0108695652173913,
+ 0.000157937338361,
+ 0,
+ 1,
+ 0,
+ 0.1875,
+ 0,
+ 1,
+ 0.3333333333333333,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0.24,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0.6,
+ 0.0572687224669603,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0.2941176470588235,
+ 0,
+ 0.0522346882471951,
+ 0.0183924958616884,
+ 0.001471399668935,
+ 0.0522346882471951,
+ 0.0183924958616884,
+ 0.0003678499172337,
+ 0.0055177487585065,
+ 0.0003415300546448,
+ 0.0765127827846238,
+ 0.0826502732240437,
+ 0.0473640856672158,
+ 0.0055177487585065,
+ 0,
+ 0.0182085709030715,
+ 0.0522346882471951,
+ 0.0826502732240437,
+ 0.0182085709030715,
+ 0.0162822252374491,
+ 0.0003678499172337,
+ 0.0601434614677211,
+ 0.0826502732240437,
+ 0.0003678499172337,
+ 0.0183924958616884,
+ 0.0826502732240437,
+ 0.0494758138679418,
+ 0.0183924958616884,
+ 0.0023130300693909,
+ 0.0055177487585065,
+ 0.0003678499172337,
+ 0.0182085709030715,
+ 0,
+ 0,
+ 0.0464098073555166,
+ 0.046535677352637,
+ 0,
+ 0.0819070904645476,
+ 0.0245183887915936,
+ 0,
+ 0.0180921052631578,
+ 0,
+ 0.0091743119266055,
+ 0,
+ 0.063922942206655,
+ 0,
+ 0.0507880910683012,
+ 0.0814360770577933,
+ 0.0506721820062047,
+ 0.0288966725043782,
+ 0,
+ 0.0709281961471103,
+ 0.0317848410757946,
+ 0,
+ 0.0236427320490367,
+ 0,
+ 0.0012224938875305,
+ 0.0355504587155963,
+ 0.0012224938875305,
+ 0.1530506721820062,
+ 0
],
"y0": " ",
"yaxis": "y"
@@ -9926,7 +9926,7 @@
}
},
"title": {
- "text": "Vergleich der Performanz der Modelle anhand VUS-PR",
+ "text": "Vergleich der Performanz der Modelle anhand Recall",
"x": 0.5,
"xanchor": "center",
"y": 0.94,
@@ -9936,16 +9936,16 @@
"xaxis": {
"anchor": "y",
"categoryarray": [
+ "Sub-LOF",
"KMeansAD_U",
+ "Sub_KNN",
"POLY",
- "Sub-LOF",
"PCA",
- "Sub_KNN",
+ "CNN",
"OmniAnomaly",
"USAD",
- "CNN",
- "IForest",
"LSTMAD",
+ "IForest",
"LOF"
],
"categoryorder": "array",
@@ -9966,7 +9966,7 @@
1
],
"title": {
- "text": "VUS-PR"
+ "text": "Recall"
}
}
}
@@ -9977,7 +9977,7 @@
}
],
"source": [
- "metric = 'VUS-PR'\n",
+ "metric = 'Recall'#'VUS-PR'\n",
"#sort by average values\n",
"mean_sorted = df.groupby(\"Model\")[metric].mean().sort_values(ascending=False).index\n",
"\n",
@@ -10018,7 +10018,7 @@
},
{
"cell_type": "code",
- "execution_count": 41,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
@@ -10044,6 +10044,7 @@
"legendgroup": "LOF",
"marker": {
"color": "darksalmon",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10069,6 +10070,7 @@
"legendgroup": "CNN",
"marker": {
"color": "steelblue",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10094,6 +10096,7 @@
"legendgroup": "USAD",
"marker": {
"color": "mediumpurple",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10119,6 +10122,7 @@
"legendgroup": "POLY",
"marker": {
"color": "lightskyblue",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10144,6 +10148,7 @@
"legendgroup": "OmniAnomaly",
"marker": {
"color": "slateblue",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10169,6 +10174,7 @@
"legendgroup": "IForest",
"marker": {
"color": "darkmagenta",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10194,6 +10200,7 @@
"legendgroup": "LSTMAD",
"marker": {
"color": "blueviolet",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10219,6 +10226,7 @@
"legendgroup": "PCA",
"marker": {
"color": "yellowgreen",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10244,6 +10252,7 @@
"legendgroup": "Sub-LOF",
"marker": {
"color": "dodgerblue",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10269,6 +10278,7 @@
"legendgroup": "KMeansAD_U",
"marker": {
"color": "darkseagreen",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10294,6 +10304,7 @@
"legendgroup": "Sub_KNN",
"marker": {
"color": "firebrick",
+ "opacity": 0.8,
"pattern": {
"shape": ""
}
@@ -10959,7 +10970,7 @@
"df_mean = df.groupby(\"Model\",as_index=False)[\"duration\"].mean()\n",
"mean_sorted = df_mean.sort_values(ascending=True, by='duration')['Model']\n",
"\n",
- "fig = px.bar(df_mean, x='Model', y=duration, color='Model', category_orders={'Model':mean_sorted}, color_discrete_map=colors)\n",
+ "fig = px.bar(df_mean, x='Model', y=duration, color='Model', category_orders={'Model':mean_sorted}, color_discrete_map=colors,opacity=0.8)\n",
"fig.update_layout( legend=dict(\n",
" x=0.02,\n",
" y=-0.1,\n",
--
GitLab