From 2cd632b82dc744e224e15776ea6a724fa69d8872 Mon Sep 17 00:00:00 2001
From: DesireeWyrzylala <74858504+DesireeWyrzylala@users.noreply.github.com>
Date: Tue, 11 Feb 2025 16:52:15 +0100
Subject: [PATCH] order files create combined dataframe template create heatmap
template
---
.../{run_KMeansAD_U.csv => KMeansAD_U.csv} | 0
.../evaluation/{run_LSTMAD.csv => LSTMAD.csv} | 0
docs/evaluation/{POLY2.csv => POLY.csv} | 0
.../VUS-PR_combined_by_group.csv | 9 +
.../auc_pr_combined_by_group.csv | 9 +
docs/evaluation/{ => temp}/run_Sub_PCA3.csv | 0
docs/evaluation/{ => temp}/run_Sub_PCA4.csv | 0
docs/evaluation/{ => temp}/run_Sub_PCA6.csv | 0
docs/evaluation/{ => temp}/run_Sub_PCA7.csv | 0
src/group_evaluation/create_heatmap.ipynb | 41435 ++++++++++++++++
.../generate_combined_dataframe.ipynb | 589 +
src/group_evaluation/test.png | Bin 0 -> 45668 bytes
src/group_evaluation/test_vus-pr.png | Bin 0 -> 45652 bytes
13 files changed, 42042 insertions(+)
rename docs/evaluation/{run_KMeansAD_U.csv => KMeansAD_U.csv} (100%)
rename docs/evaluation/{run_LSTMAD.csv => LSTMAD.csv} (100%)
rename docs/evaluation/{POLY2.csv => POLY.csv} (100%)
create mode 100644 docs/evaluation/groupedDataframes/VUS-PR_combined_by_group.csv
create mode 100644 docs/evaluation/groupedDataframes/auc_pr_combined_by_group.csv
rename docs/evaluation/{ => temp}/run_Sub_PCA3.csv (100%)
rename docs/evaluation/{ => temp}/run_Sub_PCA4.csv (100%)
rename docs/evaluation/{ => temp}/run_Sub_PCA6.csv (100%)
rename docs/evaluation/{ => temp}/run_Sub_PCA7.csv (100%)
create mode 100644 src/group_evaluation/create_heatmap.ipynb
create mode 100644 src/group_evaluation/generate_combined_dataframe.ipynb
create mode 100644 src/group_evaluation/test.png
create mode 100644 src/group_evaluation/test_vus-pr.png
diff --git a/docs/evaluation/run_KMeansAD_U.csv b/docs/evaluation/KMeansAD_U.csv
similarity index 100%
rename from docs/evaluation/run_KMeansAD_U.csv
rename to docs/evaluation/KMeansAD_U.csv
diff --git a/docs/evaluation/run_LSTMAD.csv b/docs/evaluation/LSTMAD.csv
similarity index 100%
rename from docs/evaluation/run_LSTMAD.csv
rename to docs/evaluation/LSTMAD.csv
diff --git a/docs/evaluation/POLY2.csv b/docs/evaluation/POLY.csv
similarity index 100%
rename from docs/evaluation/POLY2.csv
rename to docs/evaluation/POLY.csv
diff --git a/docs/evaluation/groupedDataframes/VUS-PR_combined_by_group.csv b/docs/evaluation/groupedDataframes/VUS-PR_combined_by_group.csv
new file mode 100644
index 0000000..0fa2f2b
--- /dev/null
+++ b/docs/evaluation/groupedDataframes/VUS-PR_combined_by_group.csv
@@ -0,0 +1,9 @@
+,Model,IOPS,SMAP,YAHOO,UCR,Daphnet,TODS,NAB,SVDB,CATSv2,TAO,LTDB,MSL,Power,SWaT,MITDB,WSD,Exathlon,OPPORTUNITY,NEK,SED,MGAB,SMD,Stock
+0,CNN,0.20582640755044848,0.3368175788334636,0.5120964005826543,0.06544275611727057,0.3984561332333746,0.575941184620618,0.24809064327969454,0.1997846992126922,0.2882929464081713,0.9942696053962238,0.40617143072486417,0.34635004588200624,0.0754866098747693,0.6807482076261672,0.14363186026434818,0.22492161972936892,0.6577570780079647,0.6327991152012451,0.7148450524753189,0.058416114173648566,0.0069880026447859105,0.5450449067296064,0.9399247021670545
+0,KMeansAD_U,0.1079882871672322,0.6577379563617795,0.78182374346563,0.48682179418842214,0.0397474048677725,0.7392574120062714,0.42747718824263387,0.8113847695158117,0.2292684024148795,0.7479454637274009,0.8355528232967653,0.4415431287006482,0.5241664765771313,0.1115190303707684,0.5908924511486201,0.17306040829201394,0.6180514515785507,0.3518276749123187,0.3179274541052912,0.8952913367248847,0.03664497423359471,0.2545373617228621,0.7381976474065515
+0,LSTMAD,0.2130441268776781,0.273213536450389,0.4174161081456283,0.023292741312739982,0.1330800298859931,0.5222277602405662,0.17373197532380166,0.12748852543364644,0.3290558627970383,0.9950444582863889,0.32982840878783637,0.30512791043157395,0.0672501040011019,0.669824054008361,0.11239751245844268,0.13026969854826323,0.735253231133451,0.5637720546144361,0.6896972412727194,0.056562170107036035,0.02541916388299069,0.48394405976309657,0.8179595058481393
+0,OmniAnomaly,0.1928374569986444,0.4178519668986689,0.21978699689042347,0.08955150737058691,0.1230261153960334,0.5381935047574228,0.34200742217457203,0.445289118136039,0.2822817568231803,0.9300201627687462,0.5247628039733387,0.4280475527739124,0.0670900075295742,0.366250384309729,0.16346484655995386,0.15761230831578144,0.8763722516375352,0.6499305118412632,0.8583489172841368,0.055985189981857066,0.005586448237557389,0.47874214848138164,0.7716583853918693
+0,PCA,0.2603723461255518,0.5668421229644969,0.1637287767285993,0.1526782948310656,0.4415678196838903,0.5528774654894228,0.5113983091235315,0.5239841979223827,0.2324174649783961,0.8402761677661017,0.5348733977584581,0.5233099809194475,0.0796163424706734,0.3755116281521825,0.32352578503655105,0.15536603262796655,0.9591725273812642,0.9245164887480816,0.9291709818321476,0.030269609217551566,0.005551113652017667,0.4672566855173588,0.8253823808338303
+0,POLY,0.36505488384910495,0.7270794225766999,0.3076533188880135,0.19877971115578724,0.5195156603941771,0.5864932357832445,0.58411151200798,0.4455308354706224,0.232251680558134,0.8084529309725733,0.5105066913376546,0.7342443893083611,0.1222940559336612,0.1033636962969695,0.3204245599085764,0.5311097529528253,0.8479450729850164,0.4263263694845811,0.7648360444393737,0.040175651318865566,0.008268735555270955,0.6631912450676738,0.8053753836898458
+0,Sub_KNN,0.11652716789354169,0.5582867850000348,0.5020311037216072,0.32974766955827883,0.0351848897952167,0.7802797461321267,0.3414322714780459,0.5914836251513862,0.3547303318013108,0.6841191787952137,0.6923549140356251,0.3687456862707051,0.1665616569474886,0.1108500020039233,0.5489948037487509,0.08320386434254905,0.5624491502491966,0.29539772741997733,0.13290842186836746,0.882987455118878,0.23861305462798313,0.16380278316830532,0.6915117129467715
+0,USAD,0.19281537411048083,0.3022119484350021,0.19236639692499613,0.08443712894111184,0.122991565905646,0.5298426171179035,0.30830310589567134,0.435722376807082,0.4068306405403881,0.9289872260925759,0.5122662584098864,0.2952083391272381,0.0670897271132299,0.3659224082416971,0.15835735364914574,0.15594955683658498,0.864300862495465,0.6512690843155523,0.8272831680533905,0.053374299505158866,0.005403198063337867,0.6294041253579502,0.7716118184030186
diff --git a/docs/evaluation/groupedDataframes/auc_pr_combined_by_group.csv b/docs/evaluation/groupedDataframes/auc_pr_combined_by_group.csv
new file mode 100644
index 0000000..82cf143
--- /dev/null
+++ b/docs/evaluation/groupedDataframes/auc_pr_combined_by_group.csv
@@ -0,0 +1,9 @@
+,Model,IOPS,SMAP,YAHOO,UCR,Daphnet,TODS,NAB,SVDB,CATSv2,TAO,LTDB,MSL,Power,SWaT,MITDB,WSD,Exathlon,OPPORTUNITY,NEK,SED,MGAB,SMD,Stock
+0,CNN,0.2658893118021881,0.3299309288297937,0.5615618691240216,0.06947703302366708,0.3814990500329981,0.3037856723254471,0.22334685517173777,0.19710262016040547,0.4118939698305733,0.9948566473921369,0.3544623948216704,0.30703296485567955,0.0723996101568745,0.7387181088941073,0.1601528087440646,0.30312825425966844,0.6543096941901486,0.6191602168303323,0.6855731430154801,0.029325049402745367,0.003854961812131611,0.565369591802724,0.9293442608636605
+0,KMeansAD_U,0.06871545205888992,0.6489127043129476,0.6994439310340633,0.48720584604063366,0.0364448974253113,0.4487028103262184,0.401504819120054,0.8090356381810129,0.4556114877404176,0.12914709845456196,0.7658193255633926,0.37143817671367996,0.507629476682699,0.1111516911833987,0.5838081485697818,0.14637226924693936,0.617689617530909,0.3653810197119157,0.3469725689956081,0.7105752596393731,0.08529855686124818,0.2609082130751905,0.11447566194398832
+0,LSTMAD,0.3201945495278017,0.2788270775280182,0.4439573166657559,0.028041338054278185,0.1322337577607795,0.20567074108559213,0.1533056834456119,0.12987864790676196,0.3580709697520762,0.9933974763498682,0.27673530608030433,0.23744155439224032,0.0647879297198734,0.7376946947277406,0.11306591669413261,0.20949249626949865,0.733874544363356,0.5455348153510139,0.6674208880035603,0.030497343412870064,0.04585981775047413,0.5398904963082672,0.5192324559661586
+0,OmniAnomaly,0.36816289562529086,0.38508194752955704,0.1481883731109026,0.08523551844806315,0.1920691814960085,0.17236897672776852,0.3322271540944519,0.4768352264302811,0.4378677976960084,0.344060221602637,0.4797110125580823,0.39428271688844074,0.0646648482156372,0.7576872065528726,0.20699912890412075,0.251057174157317,0.8745189065767695,0.6498671005600911,0.8361454306772048,0.031663480582993765,0.015268247817355054,0.5311401685436009,0.13364632394088924
+0,PCA,0.3728494779469234,0.4844163013142009,0.1171068241297201,0.1385328677464032,0.468647067072471,0.12432056705472291,0.48652829694101696,0.5588963799777975,0.4747050350102691,0.1491442049585928,0.4894113142147856,0.4933200185137532,0.0788664308035282,0.7567001273773122,0.3778533754675271,0.21654161409334477,0.9581020113822701,0.9231919377778752,0.891733187275396,0.0209941892398622,0.027122742026965137,0.4958507799477434,0.14842805522832
+0,POLY,0.3328661662243327,0.6048262003837879,0.0753954175292419,0.15685006774098753,0.5368267899294596,0.2390237154249407,0.5264388130929107,0.50600229760421,0.4764337820823609,0.1405259120954581,0.4553236691053208,0.629532587636957,0.2037595305274893,0.1231331999424481,0.3669341487796059,0.42738732029834203,0.844512912662751,0.4206576520060393,0.7094581583655936,0.03142142379603057,0.008995606099947298,0.6393941543831635,0.14659009081554358
+0,Sub_KNN,0.07059816232194295,0.4538159096946783,0.14444537624494838,0.2838297601145142,0.0338932937578225,0.41064853826364733,0.31109955913147375,0.5382699167825771,0.4821662398986781,0.10873282764385776,0.5898283428336337,0.313525013097462,0.1601672827617932,0.1103758314980202,0.500833656234517,0.044597067463582274,0.563481394957596,0.2983959722264093,0.11917378259905748,0.7074528685504887,0.32564999100566705,0.16297042908781798,0.0961032782898458
+0,USAD,0.40352305115361864,0.27315882208579156,0.11726577742217488,0.08839193854672213,0.1920565328650643,0.1639152198541356,0.30030480702906,0.4592092425862558,0.4816245755217306,0.3397807769750269,0.4613347441601701,0.26725560751582494,0.0646645958264565,0.7574841555865873,0.20180998220768165,0.2402758256128196,0.8623584859187469,0.651234598743209,0.8160210681956586,0.026230704465697034,0.032096908715701186,0.6657365297403594,0.13357031995417967
diff --git a/docs/evaluation/run_Sub_PCA3.csv b/docs/evaluation/temp/run_Sub_PCA3.csv
similarity index 100%
rename from docs/evaluation/run_Sub_PCA3.csv
rename to docs/evaluation/temp/run_Sub_PCA3.csv
diff --git a/docs/evaluation/run_Sub_PCA4.csv b/docs/evaluation/temp/run_Sub_PCA4.csv
similarity index 100%
rename from docs/evaluation/run_Sub_PCA4.csv
rename to docs/evaluation/temp/run_Sub_PCA4.csv
diff --git a/docs/evaluation/run_Sub_PCA6.csv b/docs/evaluation/temp/run_Sub_PCA6.csv
similarity index 100%
rename from docs/evaluation/run_Sub_PCA6.csv
rename to docs/evaluation/temp/run_Sub_PCA6.csv
diff --git a/docs/evaluation/run_Sub_PCA7.csv b/docs/evaluation/temp/run_Sub_PCA7.csv
similarity index 100%
rename from docs/evaluation/run_Sub_PCA7.csv
rename to docs/evaluation/temp/run_Sub_PCA7.csv
diff --git a/src/group_evaluation/create_heatmap.ipynb b/src/group_evaluation/create_heatmap.ipynb
new file mode 100644
index 0000000..2a4e81e
--- /dev/null
+++ b/src/group_evaluation/create_heatmap.ipynb
@@ -0,0 +1,41435 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import plotly.graph_objects as go\n",
+ "import pandas as pd"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>IOPS</th>\n",
+ " <th>SMAP</th>\n",
+ " <th>YAHOO</th>\n",
+ " <th>UCR</th>\n",
+ " <th>Daphnet</th>\n",
+ " <th>TODS</th>\n",
+ " <th>NAB</th>\n",
+ " <th>SVDB</th>\n",
+ " <th>CATSv2</th>\n",
+ " <th>TAO</th>\n",
+ " <th>...</th>\n",
+ " <th>SWaT</th>\n",
+ " <th>MITDB</th>\n",
+ " <th>WSD</th>\n",
+ " <th>Exathlon</th>\n",
+ " <th>OPPORTUNITY</th>\n",
+ " <th>NEK</th>\n",
+ " <th>SED</th>\n",
+ " <th>MGAB</th>\n",
+ " <th>SMD</th>\n",
+ " <th>Stock</th>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>Model</th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " <th></th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>CNN</th>\n",
+ " <td>0.205826</td>\n",
+ " <td>0.336818</td>\n",
+ " <td>0.512096</td>\n",
+ " <td>0.065443</td>\n",
+ " <td>0.398456</td>\n",
+ " <td>0.575941</td>\n",
+ " <td>0.248091</td>\n",
+ " <td>0.199785</td>\n",
+ " <td>0.288293</td>\n",
+ " <td>0.994270</td>\n",
+ " <td>...</td>\n",
+ " <td>0.680748</td>\n",
+ " <td>0.143632</td>\n",
+ " <td>0.224922</td>\n",
+ " <td>0.657757</td>\n",
+ " <td>0.632799</td>\n",
+ " <td>0.714845</td>\n",
+ " <td>0.058416</td>\n",
+ " <td>0.006988</td>\n",
+ " <td>0.545045</td>\n",
+ " <td>0.939925</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>KMeansAD_U</th>\n",
+ " <td>0.107988</td>\n",
+ " <td>0.657738</td>\n",
+ " <td>0.781824</td>\n",
+ " <td>0.486822</td>\n",
+ " <td>0.039747</td>\n",
+ " <td>0.739257</td>\n",
+ " <td>0.427477</td>\n",
+ " <td>0.811385</td>\n",
+ " <td>0.229268</td>\n",
+ " <td>0.747945</td>\n",
+ " <td>...</td>\n",
+ " <td>0.111519</td>\n",
+ " <td>0.590892</td>\n",
+ " <td>0.173060</td>\n",
+ " <td>0.618051</td>\n",
+ " <td>0.351828</td>\n",
+ " <td>0.317927</td>\n",
+ " <td>0.895291</td>\n",
+ " <td>0.036645</td>\n",
+ " <td>0.254537</td>\n",
+ " <td>0.738198</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>LSTMAD</th>\n",
+ " <td>0.213044</td>\n",
+ " <td>0.273214</td>\n",
+ " <td>0.417416</td>\n",
+ " <td>0.023293</td>\n",
+ " <td>0.133080</td>\n",
+ " <td>0.522228</td>\n",
+ " <td>0.173732</td>\n",
+ " <td>0.127489</td>\n",
+ " <td>0.329056</td>\n",
+ " <td>0.995044</td>\n",
+ " <td>...</td>\n",
+ " <td>0.669824</td>\n",
+ " <td>0.112398</td>\n",
+ " <td>0.130270</td>\n",
+ " <td>0.735253</td>\n",
+ " <td>0.563772</td>\n",
+ " <td>0.689697</td>\n",
+ " <td>0.056562</td>\n",
+ " <td>0.025419</td>\n",
+ " <td>0.483944</td>\n",
+ " <td>0.817960</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>OmniAnomaly</th>\n",
+ " <td>0.192837</td>\n",
+ " <td>0.417852</td>\n",
+ " <td>0.219787</td>\n",
+ " <td>0.089552</td>\n",
+ " <td>0.123026</td>\n",
+ " <td>0.538194</td>\n",
+ " <td>0.342007</td>\n",
+ " <td>0.445289</td>\n",
+ " <td>0.282282</td>\n",
+ " <td>0.930020</td>\n",
+ " <td>...</td>\n",
+ " <td>0.366250</td>\n",
+ " <td>0.163465</td>\n",
+ " <td>0.157612</td>\n",
+ " <td>0.876372</td>\n",
+ " <td>0.649931</td>\n",
+ " <td>0.858349</td>\n",
+ " <td>0.055985</td>\n",
+ " <td>0.005586</td>\n",
+ " <td>0.478742</td>\n",
+ " <td>0.771658</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>PCA</th>\n",
+ " <td>0.260372</td>\n",
+ " <td>0.566842</td>\n",
+ " <td>0.163729</td>\n",
+ " <td>0.152678</td>\n",
+ " <td>0.441568</td>\n",
+ " <td>0.552877</td>\n",
+ " <td>0.511398</td>\n",
+ " <td>0.523984</td>\n",
+ " <td>0.232417</td>\n",
+ " <td>0.840276</td>\n",
+ " <td>...</td>\n",
+ " <td>0.375512</td>\n",
+ " <td>0.323526</td>\n",
+ " <td>0.155366</td>\n",
+ " <td>0.959173</td>\n",
+ " <td>0.924516</td>\n",
+ " <td>0.929171</td>\n",
+ " <td>0.030270</td>\n",
+ " <td>0.005551</td>\n",
+ " <td>0.467257</td>\n",
+ " <td>0.825382</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "<p>5 rows × 23 columns</p>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " IOPS SMAP YAHOO UCR Daphnet TODS \\\n",
+ "Model \n",
+ "CNN 0.205826 0.336818 0.512096 0.065443 0.398456 0.575941 \n",
+ "KMeansAD_U 0.107988 0.657738 0.781824 0.486822 0.039747 0.739257 \n",
+ "LSTMAD 0.213044 0.273214 0.417416 0.023293 0.133080 0.522228 \n",
+ "OmniAnomaly 0.192837 0.417852 0.219787 0.089552 0.123026 0.538194 \n",
+ "PCA 0.260372 0.566842 0.163729 0.152678 0.441568 0.552877 \n",
+ "\n",
+ " NAB SVDB CATSv2 TAO ... SWaT MITDB \\\n",
+ "Model ... \n",
+ "CNN 0.248091 0.199785 0.288293 0.994270 ... 0.680748 0.143632 \n",
+ "KMeansAD_U 0.427477 0.811385 0.229268 0.747945 ... 0.111519 0.590892 \n",
+ "LSTMAD 0.173732 0.127489 0.329056 0.995044 ... 0.669824 0.112398 \n",
+ "OmniAnomaly 0.342007 0.445289 0.282282 0.930020 ... 0.366250 0.163465 \n",
+ "PCA 0.511398 0.523984 0.232417 0.840276 ... 0.375512 0.323526 \n",
+ "\n",
+ " WSD Exathlon OPPORTUNITY NEK SED MGAB \\\n",
+ "Model \n",
+ "CNN 0.224922 0.657757 0.632799 0.714845 0.058416 0.006988 \n",
+ "KMeansAD_U 0.173060 0.618051 0.351828 0.317927 0.895291 0.036645 \n",
+ "LSTMAD 0.130270 0.735253 0.563772 0.689697 0.056562 0.025419 \n",
+ "OmniAnomaly 0.157612 0.876372 0.649931 0.858349 0.055985 0.005586 \n",
+ "PCA 0.155366 0.959173 0.924516 0.929171 0.030270 0.005551 \n",
+ "\n",
+ " SMD Stock \n",
+ "Model \n",
+ "CNN 0.545045 0.939925 \n",
+ "KMeansAD_U 0.254537 0.738198 \n",
+ "LSTMAD 0.483944 0.817960 \n",
+ "OmniAnomaly 0.478742 0.771658 \n",
+ "PCA 0.467257 0.825382 \n",
+ "\n",
+ "[5 rows x 23 columns]"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "path = '../../docs/evaluation/groupedDataframes/'\n",
+ "metric = 'VUS-PR'\n",
+ "file = metric +'_combined_by_group.csv'\n",
+ "file_path = path + file\n",
+ "df = pd.read_csv(file_path, index_col='Model')\n",
+ "df = df.drop(columns=['Unnamed: 0'])\n",
+ "df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "#440154"
+ ],
+ [
+ 0.1111111111111111,
+ "#482878"
+ ],
+ [
+ 0.2222222222222222,
+ "#3e4989"
+ ],
+ [
+ 0.3333333333333333,
+ "#31688e"
+ ],
+ [
+ 0.4444444444444444,
+ "#26828e"
+ ],
+ [
+ 0.5555555555555556,
+ "#1f9e89"
+ ],
+ [
+ 0.6666666666666666,
+ "#35b779"
+ ],
+ [
+ 0.7777777777777778,
+ "#6ece58"
+ ],
+ [
+ 0.8888888888888888,
+ "#b5de2b"
+ ],
+ [
+ 1,
+ "#fde725"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Viridis Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "#00224e"
+ ],
+ [
+ 0.1111111111111111,
+ "#123570"
+ ],
+ [
+ 0.2222222222222222,
+ "#3b496c"
+ ],
+ [
+ 0.3333333333333333,
+ "#575d6d"
+ ],
+ [
+ 0.4444444444444444,
+ "#707173"
+ ],
+ [
+ 0.5555555555555556,
+ "#8a8678"
+ ],
+ [
+ 0.6666666666666666,
+ "#a59c74"
+ ],
+ [
+ 0.7777777777777778,
+ "#c3b369"
+ ],
+ [
+ 0.8888888888888888,
+ "#e1cc55"
+ ],
+ [
+ 1,
+ "#fee838"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Cividis Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(247,251,255)"
+ ],
+ [
+ 0.125,
+ "rgb(222,235,247)"
+ ],
+ [
+ 0.25,
+ "rgb(198,219,239)"
+ ],
+ [
+ 0.375,
+ "rgb(158,202,225)"
+ ],
+ [
+ 0.5,
+ "rgb(107,174,214)"
+ ],
+ [
+ 0.625,
+ "rgb(66,146,198)"
+ ],
+ [
+ 0.75,
+ "rgb(33,113,181)"
+ ],
+ [
+ 0.875,
+ "rgb(8,81,156)"
+ ],
+ [
+ 1,
+ "rgb(8,48,107)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Blues Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(247,252,253)"
+ ],
+ [
+ 0.125,
+ "rgb(229,245,249)"
+ ],
+ [
+ 0.25,
+ "rgb(204,236,230)"
+ ],
+ [
+ 0.375,
+ "rgb(153,216,201)"
+ ],
+ [
+ 0.5,
+ "rgb(102,194,164)"
+ ],
+ [
+ 0.625,
+ "rgb(65,174,118)"
+ ],
+ [
+ 0.75,
+ "rgb(35,139,69)"
+ ],
+ [
+ 0.875,
+ "rgb(0,109,44)"
+ ],
+ [
+ 1,
+ "rgb(0,68,27)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "BuGn Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(247,252,253)"
+ ],
+ [
+ 0.125,
+ "rgb(224,236,244)"
+ ],
+ [
+ 0.25,
+ "rgb(191,211,230)"
+ ],
+ [
+ 0.375,
+ "rgb(158,188,218)"
+ ],
+ [
+ 0.5,
+ "rgb(140,150,198)"
+ ],
+ [
+ 0.625,
+ "rgb(140,107,177)"
+ ],
+ [
+ 0.75,
+ "rgb(136,65,157)"
+ ],
+ [
+ 0.875,
+ "rgb(129,15,124)"
+ ],
+ [
+ 1,
+ "rgb(77,0,75)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "BuPu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(247,252,240)"
+ ],
+ [
+ 0.125,
+ "rgb(224,243,219)"
+ ],
+ [
+ 0.25,
+ "rgb(204,235,197)"
+ ],
+ [
+ 0.375,
+ "rgb(168,221,181)"
+ ],
+ [
+ 0.5,
+ "rgb(123,204,196)"
+ ],
+ [
+ 0.625,
+ "rgb(78,179,211)"
+ ],
+ [
+ 0.75,
+ "rgb(43,140,190)"
+ ],
+ [
+ 0.875,
+ "rgb(8,104,172)"
+ ],
+ [
+ 1,
+ "rgb(8,64,129)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "GnBu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(247,252,245)"
+ ],
+ [
+ 0.125,
+ "rgb(229,245,224)"
+ ],
+ [
+ 0.25,
+ "rgb(199,233,192)"
+ ],
+ [
+ 0.375,
+ "rgb(161,217,155)"
+ ],
+ [
+ 0.5,
+ "rgb(116,196,118)"
+ ],
+ [
+ 0.625,
+ "rgb(65,171,93)"
+ ],
+ [
+ 0.75,
+ "rgb(35,139,69)"
+ ],
+ [
+ 0.875,
+ "rgb(0,109,44)"
+ ],
+ [
+ 1,
+ "rgb(0,68,27)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Greens Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,255,255)"
+ ],
+ [
+ 0.125,
+ "rgb(240,240,240)"
+ ],
+ [
+ 0.25,
+ "rgb(217,217,217)"
+ ],
+ [
+ 0.375,
+ "rgb(189,189,189)"
+ ],
+ [
+ 0.5,
+ "rgb(150,150,150)"
+ ],
+ [
+ 0.625,
+ "rgb(115,115,115)"
+ ],
+ [
+ 0.75,
+ "rgb(82,82,82)"
+ ],
+ [
+ 0.875,
+ "rgb(37,37,37)"
+ ],
+ [
+ 1,
+ "rgb(0,0,0)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Greys Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,245,235)"
+ ],
+ [
+ 0.125,
+ "rgb(254,230,206)"
+ ],
+ [
+ 0.25,
+ "rgb(253,208,162)"
+ ],
+ [
+ 0.375,
+ "rgb(253,174,107)"
+ ],
+ [
+ 0.5,
+ "rgb(253,141,60)"
+ ],
+ [
+ 0.625,
+ "rgb(241,105,19)"
+ ],
+ [
+ 0.75,
+ "rgb(217,72,1)"
+ ],
+ [
+ 0.875,
+ "rgb(166,54,3)"
+ ],
+ [
+ 1,
+ "rgb(127,39,4)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Oranges Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,247,236)"
+ ],
+ [
+ 0.125,
+ "rgb(254,232,200)"
+ ],
+ [
+ 0.25,
+ "rgb(253,212,158)"
+ ],
+ [
+ 0.375,
+ "rgb(253,187,132)"
+ ],
+ [
+ 0.5,
+ "rgb(252,141,89)"
+ ],
+ [
+ 0.625,
+ "rgb(239,101,72)"
+ ],
+ [
+ 0.75,
+ "rgb(215,48,31)"
+ ],
+ [
+ 0.875,
+ "rgb(179,0,0)"
+ ],
+ [
+ 1,
+ "rgb(127,0,0)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "OrRd Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,247,251)"
+ ],
+ [
+ 0.125,
+ "rgb(236,231,242)"
+ ],
+ [
+ 0.25,
+ "rgb(208,209,230)"
+ ],
+ [
+ 0.375,
+ "rgb(166,189,219)"
+ ],
+ [
+ 0.5,
+ "rgb(116,169,207)"
+ ],
+ [
+ 0.625,
+ "rgb(54,144,192)"
+ ],
+ [
+ 0.75,
+ "rgb(5,112,176)"
+ ],
+ [
+ 0.875,
+ "rgb(4,90,141)"
+ ],
+ [
+ 1,
+ "rgb(2,56,88)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "PuBu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,247,251)"
+ ],
+ [
+ 0.125,
+ "rgb(236,226,240)"
+ ],
+ [
+ 0.25,
+ "rgb(208,209,230)"
+ ],
+ [
+ 0.375,
+ "rgb(166,189,219)"
+ ],
+ [
+ 0.5,
+ "rgb(103,169,207)"
+ ],
+ [
+ 0.625,
+ "rgb(54,144,192)"
+ ],
+ [
+ 0.75,
+ "rgb(2,129,138)"
+ ],
+ [
+ 0.875,
+ "rgb(1,108,89)"
+ ],
+ [
+ 1,
+ "rgb(1,70,54)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "PuBuGn Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(247,244,249)"
+ ],
+ [
+ 0.125,
+ "rgb(231,225,239)"
+ ],
+ [
+ 0.25,
+ "rgb(212,185,218)"
+ ],
+ [
+ 0.375,
+ "rgb(201,148,199)"
+ ],
+ [
+ 0.5,
+ "rgb(223,101,176)"
+ ],
+ [
+ 0.625,
+ "rgb(231,41,138)"
+ ],
+ [
+ 0.75,
+ "rgb(206,18,86)"
+ ],
+ [
+ 0.875,
+ "rgb(152,0,67)"
+ ],
+ [
+ 1,
+ "rgb(103,0,31)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "PuRd Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(252,251,253)"
+ ],
+ [
+ 0.125,
+ "rgb(239,237,245)"
+ ],
+ [
+ 0.25,
+ "rgb(218,218,235)"
+ ],
+ [
+ 0.375,
+ "rgb(188,189,220)"
+ ],
+ [
+ 0.5,
+ "rgb(158,154,200)"
+ ],
+ [
+ 0.625,
+ "rgb(128,125,186)"
+ ],
+ [
+ 0.75,
+ "rgb(106,81,163)"
+ ],
+ [
+ 0.875,
+ "rgb(84,39,143)"
+ ],
+ [
+ 1,
+ "rgb(63,0,125)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Purples Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,247,243)"
+ ],
+ [
+ 0.125,
+ "rgb(253,224,221)"
+ ],
+ [
+ 0.25,
+ "rgb(252,197,192)"
+ ],
+ [
+ 0.375,
+ "rgb(250,159,181)"
+ ],
+ [
+ 0.5,
+ "rgb(247,104,161)"
+ ],
+ [
+ 0.625,
+ "rgb(221,52,151)"
+ ],
+ [
+ 0.75,
+ "rgb(174,1,126)"
+ ],
+ [
+ 0.875,
+ "rgb(122,1,119)"
+ ],
+ [
+ 1,
+ "rgb(73,0,106)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "RdPu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,245,240)"
+ ],
+ [
+ 0.125,
+ "rgb(254,224,210)"
+ ],
+ [
+ 0.25,
+ "rgb(252,187,161)"
+ ],
+ [
+ 0.375,
+ "rgb(252,146,114)"
+ ],
+ [
+ 0.5,
+ "rgb(251,106,74)"
+ ],
+ [
+ 0.625,
+ "rgb(239,59,44)"
+ ],
+ [
+ 0.75,
+ "rgb(203,24,29)"
+ ],
+ [
+ 0.875,
+ "rgb(165,15,21)"
+ ],
+ [
+ 1,
+ "rgb(103,0,13)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Reds Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,255,229)"
+ ],
+ [
+ 0.125,
+ "rgb(247,252,185)"
+ ],
+ [
+ 0.25,
+ "rgb(217,240,163)"
+ ],
+ [
+ 0.375,
+ "rgb(173,221,142)"
+ ],
+ [
+ 0.5,
+ "rgb(120,198,121)"
+ ],
+ [
+ 0.625,
+ "rgb(65,171,93)"
+ ],
+ [
+ 0.75,
+ "rgb(35,132,67)"
+ ],
+ [
+ 0.875,
+ "rgb(0,104,55)"
+ ],
+ [
+ 1,
+ "rgb(0,69,41)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "YlGn Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,255,217)"
+ ],
+ [
+ 0.125,
+ "rgb(237,248,177)"
+ ],
+ [
+ 0.25,
+ "rgb(199,233,180)"
+ ],
+ [
+ 0.375,
+ "rgb(127,205,187)"
+ ],
+ [
+ 0.5,
+ "rgb(65,182,196)"
+ ],
+ [
+ 0.625,
+ "rgb(29,145,192)"
+ ],
+ [
+ 0.75,
+ "rgb(34,94,168)"
+ ],
+ [
+ 0.875,
+ "rgb(37,52,148)"
+ ],
+ [
+ 1,
+ "rgb(8,29,88)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "YlGnBu Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,255,229)"
+ ],
+ [
+ 0.125,
+ "rgb(255,247,188)"
+ ],
+ [
+ 0.25,
+ "rgb(254,227,145)"
+ ],
+ [
+ 0.375,
+ "rgb(254,196,79)"
+ ],
+ [
+ 0.5,
+ "rgb(254,153,41)"
+ ],
+ [
+ 0.625,
+ "rgb(236,112,20)"
+ ],
+ [
+ 0.75,
+ "rgb(204,76,2)"
+ ],
+ [
+ 0.875,
+ "rgb(153,52,4)"
+ ],
+ [
+ 1,
+ "rgb(102,37,6)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "YlOrBr Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(255,255,204)"
+ ],
+ [
+ 0.125,
+ "rgb(255,237,160)"
+ ],
+ [
+ 0.25,
+ "rgb(254,217,118)"
+ ],
+ [
+ 0.375,
+ "rgb(254,178,76)"
+ ],
+ [
+ 0.5,
+ "rgb(253,141,60)"
+ ],
+ [
+ 0.625,
+ "rgb(252,78,42)"
+ ],
+ [
+ 0.75,
+ "rgb(227,26,28)"
+ ],
+ [
+ 0.875,
+ "rgb(189,0,38)"
+ ],
+ [
+ 1,
+ "rgb(128,0,38)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "YlOrRd Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(36, 86, 104)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(15, 114, 121)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(13, 143, 129)"
+ ],
+ [
+ 0.5,
+ "rgb(57, 171, 126)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(110, 197, 116)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(169, 220, 103)"
+ ],
+ [
+ 1,
+ "rgb(237, 239, 93)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Aggrnyl Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(75, 41, 145)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(135, 44, 162)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(192, 54, 157)"
+ ],
+ [
+ 0.5,
+ "rgb(234, 79, 136)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(250, 120, 118)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(246, 169, 122)"
+ ],
+ [
+ 1,
+ "rgb(237, 217, 163)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Agsunset Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(51, 19, 23)"
+ ],
+ [
+ 0.09090909090909091,
+ "rgb(79, 28, 33)"
+ ],
+ [
+ 0.18181818181818182,
+ "rgb(108, 36, 36)"
+ ],
+ [
+ 0.2727272727272727,
+ "rgb(135, 47, 32)"
+ ],
+ [
+ 0.36363636363636365,
+ "rgb(157, 66, 25)"
+ ],
+ [
+ 0.45454545454545453,
+ "rgb(174, 88, 20)"
+ ],
+ [
+ 0.5454545454545454,
+ "rgb(188, 111, 19)"
+ ],
+ [
+ 0.6363636363636364,
+ "rgb(199, 137, 22)"
+ ],
+ [
+ 0.7272727272727273,
+ "rgb(209, 164, 32)"
+ ],
+ [
+ 0.8181818181818182,
+ "rgb(217, 192, 44)"
+ ],
+ [
+ 0.9090909090909091,
+ "rgb(222, 222, 59)"
+ ],
+ [
+ 1,
+ "rgb(224, 253, 74)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Solar Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(209, 238, 234)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(168, 219, 217)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(133, 196, 201)"
+ ],
+ [
+ 0.5,
+ "rgb(104, 171, 184)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(79, 144, 166)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(59, 115, 143)"
+ ],
+ [
+ 1,
+ "rgb(42, 86, 116)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Teal Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(176, 242, 188)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(137, 232, 172)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(103, 219, 165)"
+ ],
+ [
+ 0.5,
+ "rgb(76, 200, 163)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(56, 178, 163)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(44, 152, 160)"
+ ],
+ [
+ 1,
+ "rgb(37, 125, 152)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Tealgrn Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(0, 147, 146)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(57, 177, 133)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(156, 203, 134)"
+ ],
+ [
+ 0.5,
+ "rgb(233, 226, 156)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(238, 180, 121)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(232, 132, 113)"
+ ],
+ [
+ 1,
+ "rgb(207, 89, 126)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Temps Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(243, 231, 155)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(250, 196, 132)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(248, 160, 126)"
+ ],
+ [
+ 0.5,
+ "rgb(235, 127, 134)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(206, 102, 147)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(160, 89, 160)"
+ ],
+ [
+ 1,
+ "rgb(92, 83, 165)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Sunset Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(252, 222, 156)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(250, 164, 118)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(240, 116, 110)"
+ ],
+ [
+ 0.5,
+ "rgb(227, 79, 111)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(220, 57, 119)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(185, 37, 122)"
+ ],
+ [
+ 1,
+ "rgb(124, 29, 111)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Sunsetdark Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(228, 241, 225)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(180, 217, 204)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(137, 192, 182)"
+ ],
+ [
+ 0.5,
+ "rgb(99, 166, 160)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(68, 140, 138)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(40, 114, 116)"
+ ],
+ [
+ 1,
+ "rgb(13, 88, 95)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Mint Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(211, 242, 163)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(151, 225, 150)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(108, 192, 139)"
+ ],
+ [
+ 0.5,
+ "rgb(76, 155, 130)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(33, 122, 121)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(16, 89, 101)"
+ ],
+ [
+ 1,
+ "rgb(7, 64, 80)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Emrld Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.plotly.v1+json": {
+ "config": {
+ "plotlyServerURL": "https://plot.ly"
+ },
+ "data": [
+ {
+ "colorscale": [
+ [
+ 0,
+ "rgb(210, 251, 212)"
+ ],
+ [
+ 0.16666666666666666,
+ "rgb(165, 219, 194)"
+ ],
+ [
+ 0.3333333333333333,
+ "rgb(123, 188, 176)"
+ ],
+ [
+ 0.5,
+ "rgb(85, 156, 158)"
+ ],
+ [
+ 0.6666666666666666,
+ "rgb(58, 124, 137)"
+ ],
+ [
+ 0.8333333333333334,
+ "rgb(35, 93, 114)"
+ ],
+ [
+ 1,
+ "rgb(18, 63, 90)"
+ ]
+ ],
+ "text": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ],
+ "textfont": {
+ "size": 12
+ },
+ "texttemplate": "%{text:.2f}",
+ "type": "heatmap",
+ "x": [
+ "IOPS",
+ "SMAP",
+ "YAHOO",
+ "UCR",
+ "Daphnet",
+ "TODS",
+ "NAB",
+ "SVDB",
+ "CATSv2",
+ "TAO",
+ "LTDB",
+ "MSL",
+ "Power",
+ "SWaT",
+ "MITDB",
+ "WSD",
+ "Exathlon",
+ "OPPORTUNITY",
+ "NEK",
+ "SED",
+ "MGAB",
+ "SMD",
+ "Stock"
+ ],
+ "y": [
+ "CNN",
+ "KMeansAD_U",
+ "LSTMAD",
+ "OmniAnomaly",
+ "PCA",
+ "POLY",
+ "Sub_KNN",
+ "USAD"
+ ],
+ "z": [
+ [
+ 0.2058264075504484,
+ 0.3368175788334636,
+ 0.5120964005826543,
+ 0.0654427561172705,
+ 0.3984561332333746,
+ 0.575941184620618,
+ 0.2480906432796945,
+ 0.1997846992126922,
+ 0.2882929464081713,
+ 0.9942696053962238,
+ 0.4061714307248641,
+ 0.3463500458820062,
+ 0.0754866098747693,
+ 0.6807482076261672,
+ 0.1436318602643481,
+ 0.2249216197293689,
+ 0.6577570780079647,
+ 0.6327991152012451,
+ 0.7148450524753189,
+ 0.0584161141736485,
+ 0.0069880026447859,
+ 0.5450449067296064,
+ 0.9399247021670544
+ ],
+ [
+ 0.1079882871672322,
+ 0.6577379563617795,
+ 0.78182374346563,
+ 0.4868217941884221,
+ 0.0397474048677725,
+ 0.7392574120062714,
+ 0.4274771882426338,
+ 0.8113847695158117,
+ 0.2292684024148795,
+ 0.7479454637274009,
+ 0.8355528232967653,
+ 0.4415431287006482,
+ 0.5241664765771313,
+ 0.1115190303707684,
+ 0.5908924511486201,
+ 0.1730604082920139,
+ 0.6180514515785507,
+ 0.3518276749123187,
+ 0.3179274541052912,
+ 0.8952913367248847,
+ 0.0366449742335947,
+ 0.2545373617228621,
+ 0.7381976474065515
+ ],
+ [
+ 0.2130441268776781,
+ 0.273213536450389,
+ 0.4174161081456283,
+ 0.0232927413127399,
+ 0.1330800298859931,
+ 0.5222277602405662,
+ 0.1737319753238016,
+ 0.1274885254336464,
+ 0.3290558627970383,
+ 0.9950444582863888,
+ 0.3298284087878363,
+ 0.3051279104315739,
+ 0.0672501040011019,
+ 0.669824054008361,
+ 0.1123975124584426,
+ 0.1302696985482632,
+ 0.735253231133451,
+ 0.5637720546144361,
+ 0.6896972412727194,
+ 0.056562170107036,
+ 0.0254191638829906,
+ 0.4839440597630965,
+ 0.8179595058481393
+ ],
+ [
+ 0.1928374569986444,
+ 0.4178519668986689,
+ 0.2197869968904234,
+ 0.0895515073705869,
+ 0.1230261153960334,
+ 0.5381935047574228,
+ 0.342007422174572,
+ 0.445289118136039,
+ 0.2822817568231803,
+ 0.9300201627687462,
+ 0.5247628039733387,
+ 0.4280475527739124,
+ 0.0670900075295742,
+ 0.366250384309729,
+ 0.1634648465599538,
+ 0.1576123083157814,
+ 0.8763722516375352,
+ 0.6499305118412632,
+ 0.8583489172841368,
+ 0.055985189981857,
+ 0.0055864482375573,
+ 0.4787421484813816,
+ 0.7716583853918693
+ ],
+ [
+ 0.2603723461255518,
+ 0.5668421229644969,
+ 0.1637287767285993,
+ 0.1526782948310656,
+ 0.4415678196838903,
+ 0.5528774654894228,
+ 0.5113983091235315,
+ 0.5239841979223827,
+ 0.2324174649783961,
+ 0.8402761677661017,
+ 0.5348733977584581,
+ 0.5233099809194475,
+ 0.0796163424706734,
+ 0.3755116281521825,
+ 0.323525785036551,
+ 0.1553660326279665,
+ 0.9591725273812642,
+ 0.9245164887480816,
+ 0.9291709818321476,
+ 0.0302696092175515,
+ 0.0055511136520176,
+ 0.4672566855173588,
+ 0.8253823808338303
+ ],
+ [
+ 0.3650548838491049,
+ 0.7270794225766999,
+ 0.3076533188880135,
+ 0.1987797111557872,
+ 0.5195156603941771,
+ 0.5864932357832445,
+ 0.58411151200798,
+ 0.4455308354706224,
+ 0.232251680558134,
+ 0.8084529309725733,
+ 0.5105066913376546,
+ 0.7342443893083611,
+ 0.1222940559336612,
+ 0.1033636962969695,
+ 0.3204245599085764,
+ 0.5311097529528253,
+ 0.8479450729850164,
+ 0.4263263694845811,
+ 0.7648360444393737,
+ 0.0401756513188655,
+ 0.0082687355552709,
+ 0.6631912450676738,
+ 0.8053753836898458
+ ],
+ [
+ 0.1165271678935416,
+ 0.5582867850000348,
+ 0.5020311037216072,
+ 0.3297476695582788,
+ 0.0351848897952167,
+ 0.7802797461321267,
+ 0.3414322714780459,
+ 0.5914836251513862,
+ 0.3547303318013108,
+ 0.6841191787952137,
+ 0.6923549140356251,
+ 0.3687456862707051,
+ 0.1665616569474886,
+ 0.1108500020039233,
+ 0.5489948037487509,
+ 0.083203864342549,
+ 0.5624491502491966,
+ 0.2953977274199773,
+ 0.1329084218683674,
+ 0.882987455118878,
+ 0.2386130546279831,
+ 0.1638027831683053,
+ 0.6915117129467715
+ ],
+ [
+ 0.1928153741104808,
+ 0.3022119484350021,
+ 0.1923663969249961,
+ 0.0844371289411118,
+ 0.122991565905646,
+ 0.5298426171179035,
+ 0.3083031058956713,
+ 0.435722376807082,
+ 0.4068306405403881,
+ 0.928987226092576,
+ 0.5122662584098864,
+ 0.2952083391272381,
+ 0.0670897271132299,
+ 0.3659224082416971,
+ 0.1583573536491457,
+ 0.1559495568365849,
+ 0.864300862495465,
+ 0.6512690843155523,
+ 0.8272831680533905,
+ 0.0533742995051588,
+ 0.0054031980633378,
+ 0.6294041253579502,
+ 0.7716118184030186
+ ]
+ ]
+ }
+ ],
+ "layout": {
+ "template": {
+ "data": {
+ "bar": [
+ {
+ "error_x": {
+ "color": "#2a3f5f"
+ },
+ "error_y": {
+ "color": "#2a3f5f"
+ },
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "bar"
+ }
+ ],
+ "barpolar": [
+ {
+ "marker": {
+ "line": {
+ "color": "#E5ECF6",
+ "width": 0.5
+ },
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "barpolar"
+ }
+ ],
+ "carpet": [
+ {
+ "aaxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "baxis": {
+ "endlinecolor": "#2a3f5f",
+ "gridcolor": "white",
+ "linecolor": "white",
+ "minorgridcolor": "white",
+ "startlinecolor": "#2a3f5f"
+ },
+ "type": "carpet"
+ }
+ ],
+ "choropleth": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "choropleth"
+ }
+ ],
+ "contour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "contour"
+ }
+ ],
+ "contourcarpet": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "contourcarpet"
+ }
+ ],
+ "heatmap": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmap"
+ }
+ ],
+ "heatmapgl": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "heatmapgl"
+ }
+ ],
+ "histogram": [
+ {
+ "marker": {
+ "pattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ }
+ },
+ "type": "histogram"
+ }
+ ],
+ "histogram2d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2d"
+ }
+ ],
+ "histogram2dcontour": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "histogram2dcontour"
+ }
+ ],
+ "mesh3d": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "type": "mesh3d"
+ }
+ ],
+ "parcoords": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "parcoords"
+ }
+ ],
+ "pie": [
+ {
+ "automargin": true,
+ "type": "pie"
+ }
+ ],
+ "scatter": [
+ {
+ "fillpattern": {
+ "fillmode": "overlay",
+ "size": 10,
+ "solidity": 0.2
+ },
+ "type": "scatter"
+ }
+ ],
+ "scatter3d": [
+ {
+ "line": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatter3d"
+ }
+ ],
+ "scattercarpet": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattercarpet"
+ }
+ ],
+ "scattergeo": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergeo"
+ }
+ ],
+ "scattergl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattergl"
+ }
+ ],
+ "scattermapbox": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scattermapbox"
+ }
+ ],
+ "scatterpolar": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolar"
+ }
+ ],
+ "scatterpolargl": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterpolargl"
+ }
+ ],
+ "scatterternary": [
+ {
+ "marker": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "type": "scatterternary"
+ }
+ ],
+ "surface": [
+ {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ },
+ "colorscale": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "type": "surface"
+ }
+ ],
+ "table": [
+ {
+ "cells": {
+ "fill": {
+ "color": "#EBF0F8"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "header": {
+ "fill": {
+ "color": "#C8D4E3"
+ },
+ "line": {
+ "color": "white"
+ }
+ },
+ "type": "table"
+ }
+ ]
+ },
+ "layout": {
+ "annotationdefaults": {
+ "arrowcolor": "#2a3f5f",
+ "arrowhead": 0,
+ "arrowwidth": 1
+ },
+ "autotypenumbers": "strict",
+ "coloraxis": {
+ "colorbar": {
+ "outlinewidth": 0,
+ "ticks": ""
+ }
+ },
+ "colorscale": {
+ "diverging": [
+ [
+ 0,
+ "#8e0152"
+ ],
+ [
+ 0.1,
+ "#c51b7d"
+ ],
+ [
+ 0.2,
+ "#de77ae"
+ ],
+ [
+ 0.3,
+ "#f1b6da"
+ ],
+ [
+ 0.4,
+ "#fde0ef"
+ ],
+ [
+ 0.5,
+ "#f7f7f7"
+ ],
+ [
+ 0.6,
+ "#e6f5d0"
+ ],
+ [
+ 0.7,
+ "#b8e186"
+ ],
+ [
+ 0.8,
+ "#7fbc41"
+ ],
+ [
+ 0.9,
+ "#4d9221"
+ ],
+ [
+ 1,
+ "#276419"
+ ]
+ ],
+ "sequential": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ],
+ "sequentialminus": [
+ [
+ 0,
+ "#0d0887"
+ ],
+ [
+ 0.1111111111111111,
+ "#46039f"
+ ],
+ [
+ 0.2222222222222222,
+ "#7201a8"
+ ],
+ [
+ 0.3333333333333333,
+ "#9c179e"
+ ],
+ [
+ 0.4444444444444444,
+ "#bd3786"
+ ],
+ [
+ 0.5555555555555556,
+ "#d8576b"
+ ],
+ [
+ 0.6666666666666666,
+ "#ed7953"
+ ],
+ [
+ 0.7777777777777778,
+ "#fb9f3a"
+ ],
+ [
+ 0.8888888888888888,
+ "#fdca26"
+ ],
+ [
+ 1,
+ "#f0f921"
+ ]
+ ]
+ },
+ "colorway": [
+ "#636efa",
+ "#EF553B",
+ "#00cc96",
+ "#ab63fa",
+ "#FFA15A",
+ "#19d3f3",
+ "#FF6692",
+ "#B6E880",
+ "#FF97FF",
+ "#FECB52"
+ ],
+ "font": {
+ "color": "#2a3f5f"
+ },
+ "geo": {
+ "bgcolor": "white",
+ "lakecolor": "white",
+ "landcolor": "#E5ECF6",
+ "showlakes": true,
+ "showland": true,
+ "subunitcolor": "white"
+ },
+ "hoverlabel": {
+ "align": "left"
+ },
+ "hovermode": "closest",
+ "mapbox": {
+ "style": "light"
+ },
+ "paper_bgcolor": "white",
+ "plot_bgcolor": "#E5ECF6",
+ "polar": {
+ "angularaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "radialaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "scene": {
+ "xaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "yaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ },
+ "zaxis": {
+ "backgroundcolor": "#E5ECF6",
+ "gridcolor": "white",
+ "gridwidth": 2,
+ "linecolor": "white",
+ "showbackground": true,
+ "ticks": "",
+ "zerolinecolor": "white"
+ }
+ },
+ "shapedefaults": {
+ "line": {
+ "color": "#2a3f5f"
+ }
+ },
+ "ternary": {
+ "aaxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "baxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ },
+ "bgcolor": "#E5ECF6",
+ "caxis": {
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": ""
+ }
+ },
+ "title": {
+ "x": 0.05
+ },
+ "xaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ },
+ "yaxis": {
+ "automargin": true,
+ "gridcolor": "white",
+ "linecolor": "white",
+ "ticks": "",
+ "title": {
+ "standoff": 15
+ },
+ "zerolinecolor": "white",
+ "zerolinewidth": 2
+ }
+ }
+ },
+ "title": {
+ "text": "Darkmint Heatmap der VUS-PRvon den einzelnen Modelle auf den jeweiligen Datensätzen"
+ },
+ "xaxis": {
+ "title": {
+ "text": "Datensätze"
+ }
+ },
+ "yaxis": {
+ "title": {
+ "text": "Modelle"
+ }
+ }
+ }
+ }
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "color_scales = [\n",
+ " \"Viridis\", \"Cividis\",\n",
+ " \"Blues\", \"BuGn\", \"BuPu\", \"GnBu\", \"Greens\", \"Greys\", \"Oranges\", \"OrRd\",\n",
+ " \"PuBu\", \"PuBuGn\", \"PuRd\", \"Purples\", \"RdPu\", \"Reds\", \"YlGn\", \"YlGnBu\",\n",
+ " \"YlOrBr\", \"YlOrRd\", \"Aggrnyl\", \"Agsunset\", \"Solar\", \"Teal\", \"Tealgrn\",\n",
+ " \"Temps\", \"Sunset\", \"Sunsetdark\", \"Mint\", \"Emrld\", \"Darkmint\",\n",
+ "]\n",
+ "\n",
+ "for scale in color_scales:\n",
+ " fig = go.Figure(go.Heatmap(\n",
+ " z= df.values,\n",
+ " x= df.columns, \n",
+ " y= df.index,\n",
+ " colorscale=scale,#'Viridis',\n",
+ " text= df.values,\n",
+ " texttemplate=\"%{text:.2f}\",\n",
+ " textfont=dict(size=12)\n",
+ " ))\n",
+ "\n",
+ " fig.update_layout(\n",
+ " title= scale+' Heatmap der ' +metric+ 'von den einzelnen Modelle auf den jeweiligen Datensätzen',\n",
+ " xaxis=dict(title='Datensätze'),\n",
+ " yaxis=dict(title='Modelle')\n",
+ " )\n",
+ "\n",
+ " fig.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/src/group_evaluation/generate_combined_dataframe.ipynb b/src/group_evaluation/generate_combined_dataframe.ipynb
new file mode 100644
index 0000000..fbd8b79
--- /dev/null
+++ b/src/group_evaluation/generate_combined_dataframe.ipynb
@@ -0,0 +1,589 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 57,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "import os"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 64,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "path = '../../docs/evaluation/'\n",
+ "#get list of all groups\n",
+ "temp_df = pd.read_csv(path + 'PCA.csv')\n",
+ "keys = list(set(list(temp_df['group'])))\n",
+ "keys.insert(0,'Model')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>Model</th>\n",
+ " <th>IOPS</th>\n",
+ " <th>SMAP</th>\n",
+ " <th>YAHOO</th>\n",
+ " <th>UCR</th>\n",
+ " <th>Daphnet</th>\n",
+ " <th>TODS</th>\n",
+ " <th>NAB</th>\n",
+ " <th>SVDB</th>\n",
+ " <th>CATSv2</th>\n",
+ " <th>...</th>\n",
+ " <th>SWaT</th>\n",
+ " <th>MITDB</th>\n",
+ " <th>WSD</th>\n",
+ " <th>Exathlon</th>\n",
+ " <th>OPPORTUNITY</th>\n",
+ " <th>NEK</th>\n",
+ " <th>SED</th>\n",
+ " <th>MGAB</th>\n",
+ " <th>SMD</th>\n",
+ " <th>Stock</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "<p>0 rows × 24 columns</p>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ "Empty DataFrame\n",
+ "Columns: [Model, IOPS, SMAP, YAHOO, UCR, Daphnet, TODS, NAB, SVDB, CATSv2, TAO, LTDB, MSL, Power, SWaT, MITDB, WSD, Exathlon, OPPORTUNITY, NEK, SED, MGAB, SMD, Stock]\n",
+ "Index: []\n",
+ "\n",
+ "[0 rows x 24 columns]"
+ ]
+ },
+ "execution_count": 65,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#create enpty dataframes with dataset group as column\n",
+ "data = {key: [] for key in keys}\n",
+ "df = pd.DataFrame(data)\n",
+ "df.set_index('Model')\n",
+ "df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Found: CNN.csv\n",
+ "Model\n",
+ "IOPS\n",
+ "SMAP\n",
+ "YAHOO\n",
+ "UCR\n",
+ "Daphnet\n",
+ "TODS\n",
+ "NAB\n",
+ "SVDB\n",
+ "CATSv2\n",
+ "TAO\n",
+ "LTDB\n",
+ "MSL\n",
+ "Power\n",
+ "SWaT\n",
+ "MITDB\n",
+ "WSD\n",
+ "Exathlon\n",
+ "OPPORTUNITY\n",
+ "NEK\n",
+ "SED\n",
+ "MGAB\n",
+ "SMD\n",
+ "Stock\n",
+ "Not correct file type: groupedDataframes\n",
+ "Found: KMeansAD_U.csv\n",
+ "Model\n",
+ "IOPS\n",
+ "SMAP\n",
+ "YAHOO\n",
+ "UCR\n",
+ "Daphnet\n",
+ "TODS\n",
+ "NAB\n",
+ "SVDB\n",
+ "CATSv2\n",
+ "TAO\n",
+ "LTDB\n",
+ "MSL\n",
+ "Power\n",
+ "SWaT\n",
+ "MITDB\n",
+ "WSD\n",
+ "Exathlon\n",
+ "OPPORTUNITY\n",
+ "NEK\n",
+ "SED\n",
+ "MGAB\n",
+ "SMD\n",
+ "Stock\n",
+ "Found: LSTMAD.csv\n",
+ "Model\n",
+ "IOPS\n",
+ "SMAP\n",
+ "YAHOO\n",
+ "UCR\n",
+ "Daphnet\n",
+ "TODS\n",
+ "NAB\n",
+ "SVDB\n",
+ "CATSv2\n",
+ "TAO\n",
+ "LTDB\n",
+ "MSL\n",
+ "Power\n",
+ "SWaT\n",
+ "MITDB\n",
+ "WSD\n",
+ "Exathlon\n",
+ "OPPORTUNITY\n",
+ "NEK\n",
+ "SED\n",
+ "MGAB\n",
+ "SMD\n",
+ "Stock\n",
+ "Found: OmniAnomaly.csv\n",
+ "Model\n",
+ "IOPS\n",
+ "SMAP\n",
+ "YAHOO\n",
+ "UCR\n",
+ "Daphnet\n",
+ "TODS\n",
+ "NAB\n",
+ "SVDB\n",
+ "CATSv2\n",
+ "TAO\n",
+ "LTDB\n",
+ "MSL\n",
+ "Power\n",
+ "SWaT\n",
+ "MITDB\n",
+ "WSD\n",
+ "Exathlon\n",
+ "OPPORTUNITY\n",
+ "NEK\n",
+ "SED\n",
+ "MGAB\n",
+ "SMD\n",
+ "Stock\n",
+ "Found: PCA.csv\n",
+ "Model\n",
+ "IOPS\n",
+ "SMAP\n",
+ "YAHOO\n",
+ "UCR\n",
+ "Daphnet\n",
+ "TODS\n",
+ "NAB\n",
+ "SVDB\n",
+ "CATSv2\n",
+ "TAO\n",
+ "LTDB\n",
+ "MSL\n",
+ "Power\n",
+ "SWaT\n",
+ "MITDB\n",
+ "WSD\n",
+ "Exathlon\n",
+ "OPPORTUNITY\n",
+ "NEK\n",
+ "SED\n",
+ "MGAB\n",
+ "SMD\n",
+ "Stock\n",
+ "Found: POLY.csv\n",
+ "Model\n",
+ "IOPS\n",
+ "SMAP\n",
+ "YAHOO\n",
+ "UCR\n",
+ "Daphnet\n",
+ "TODS\n",
+ "NAB\n",
+ "SVDB\n",
+ "CATSv2\n",
+ "TAO\n",
+ "LTDB\n",
+ "MSL\n",
+ "Power\n",
+ "SWaT\n",
+ "MITDB\n",
+ "WSD\n",
+ "Exathlon\n",
+ "OPPORTUNITY\n",
+ "NEK\n",
+ "SED\n",
+ "MGAB\n",
+ "SMD\n",
+ "Stock\n",
+ "Found: Sub_KNN.csv\n",
+ "Model\n",
+ "IOPS\n",
+ "SMAP\n",
+ "YAHOO\n",
+ "UCR\n",
+ "Daphnet\n",
+ "TODS\n",
+ "NAB\n",
+ "SVDB\n",
+ "CATSv2\n",
+ "TAO\n",
+ "LTDB\n",
+ "MSL\n",
+ "Power\n",
+ "SWaT\n",
+ "MITDB\n",
+ "WSD\n",
+ "Exathlon\n",
+ "OPPORTUNITY\n",
+ "NEK\n",
+ "SED\n",
+ "MGAB\n",
+ "SMD\n",
+ "Stock\n",
+ "Not correct file type: temp\n",
+ "Found: USAD.csv\n",
+ "Model\n",
+ "IOPS\n",
+ "SMAP\n",
+ "YAHOO\n",
+ "UCR\n",
+ "Daphnet\n",
+ "TODS\n",
+ "NAB\n",
+ "SVDB\n",
+ "CATSv2\n",
+ "TAO\n",
+ "LTDB\n",
+ "MSL\n",
+ "Power\n",
+ "SWaT\n",
+ "MITDB\n",
+ "WSD\n",
+ "Exathlon\n",
+ "OPPORTUNITY\n",
+ "NEK\n",
+ "SED\n",
+ "MGAB\n",
+ "SMD\n",
+ "Stock\n",
+ "Not correct file type: Vergleich der Ergebnisse.md\n"
+ ]
+ }
+ ],
+ "source": [
+ "col = 'VUS-PR'\n",
+ "\n",
+ "for file in os.listdir(path):\n",
+ " suffix = file.split('.')\n",
+ " if len(suffix) < 2 or suffix[1] != 'csv':\n",
+ " print('Not correct file type: ', file)\n",
+ " continue\n",
+ " else:\n",
+ " print('Found: ', file)\n",
+ " #read Data\n",
+ " df_tmp = pd.read_csv(path+file)\n",
+ " #select cols\n",
+ " df_tmp = df_tmp[['group',col]]\n",
+ " #Group Dataframe and get mean for each group\n",
+ " groupedMeans = df_tmp.groupby('group').mean()\n",
+ " #turn group col from index into col\n",
+ " groupedMeans = groupedMeans.reset_index()\n",
+ " #merge key value paires for dict\n",
+ " keys_temp = data.copy()\n",
+ " for key in keys_temp:\n",
+ " print(key)\n",
+ " if key in groupedMeans['group'].values:\n",
+ " value = groupedMeans.loc[groupedMeans['group'] == key, col].values[0]\n",
+ " keys_temp[key] = [value]\n",
+ " else:\n",
+ " keys_temp[key] = []\n",
+ " keys_temp['Model'] = suffix[0]\n",
+ " df_tmp = pd.DataFrame(keys_temp)\n",
+ " df = pd.concat([df,df_tmp])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>Model</th>\n",
+ " <th>IOPS</th>\n",
+ " <th>SMAP</th>\n",
+ " <th>YAHOO</th>\n",
+ " <th>UCR</th>\n",
+ " <th>Daphnet</th>\n",
+ " <th>TODS</th>\n",
+ " <th>NAB</th>\n",
+ " <th>SVDB</th>\n",
+ " <th>CATSv2</th>\n",
+ " <th>...</th>\n",
+ " <th>SWaT</th>\n",
+ " <th>MITDB</th>\n",
+ " <th>WSD</th>\n",
+ " <th>Exathlon</th>\n",
+ " <th>OPPORTUNITY</th>\n",
+ " <th>NEK</th>\n",
+ " <th>SED</th>\n",
+ " <th>MGAB</th>\n",
+ " <th>SMD</th>\n",
+ " <th>Stock</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>CNN</td>\n",
+ " <td>0.205826</td>\n",
+ " <td>0.336818</td>\n",
+ " <td>0.512096</td>\n",
+ " <td>0.065443</td>\n",
+ " <td>0.398456</td>\n",
+ " <td>0.575941</td>\n",
+ " <td>0.248091</td>\n",
+ " <td>0.199785</td>\n",
+ " <td>0.288293</td>\n",
+ " <td>...</td>\n",
+ " <td>0.680748</td>\n",
+ " <td>0.143632</td>\n",
+ " <td>0.224922</td>\n",
+ " <td>0.657757</td>\n",
+ " <td>0.632799</td>\n",
+ " <td>0.714845</td>\n",
+ " <td>0.058416</td>\n",
+ " <td>0.006988</td>\n",
+ " <td>0.545045</td>\n",
+ " <td>0.939925</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>KMeansAD_U</td>\n",
+ " <td>0.107988</td>\n",
+ " <td>0.657738</td>\n",
+ " <td>0.781824</td>\n",
+ " <td>0.486822</td>\n",
+ " <td>0.039747</td>\n",
+ " <td>0.739257</td>\n",
+ " <td>0.427477</td>\n",
+ " <td>0.811385</td>\n",
+ " <td>0.229268</td>\n",
+ " <td>...</td>\n",
+ " <td>0.111519</td>\n",
+ " <td>0.590892</td>\n",
+ " <td>0.173060</td>\n",
+ " <td>0.618051</td>\n",
+ " <td>0.351828</td>\n",
+ " <td>0.317927</td>\n",
+ " <td>0.895291</td>\n",
+ " <td>0.036645</td>\n",
+ " <td>0.254537</td>\n",
+ " <td>0.738198</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>LSTMAD</td>\n",
+ " <td>0.213044</td>\n",
+ " <td>0.273214</td>\n",
+ " <td>0.417416</td>\n",
+ " <td>0.023293</td>\n",
+ " <td>0.133080</td>\n",
+ " <td>0.522228</td>\n",
+ " <td>0.173732</td>\n",
+ " <td>0.127489</td>\n",
+ " <td>0.329056</td>\n",
+ " <td>...</td>\n",
+ " <td>0.669824</td>\n",
+ " <td>0.112398</td>\n",
+ " <td>0.130270</td>\n",
+ " <td>0.735253</td>\n",
+ " <td>0.563772</td>\n",
+ " <td>0.689697</td>\n",
+ " <td>0.056562</td>\n",
+ " <td>0.025419</td>\n",
+ " <td>0.483944</td>\n",
+ " <td>0.817960</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>OmniAnomaly</td>\n",
+ " <td>0.192837</td>\n",
+ " <td>0.417852</td>\n",
+ " <td>0.219787</td>\n",
+ " <td>0.089552</td>\n",
+ " <td>0.123026</td>\n",
+ " <td>0.538194</td>\n",
+ " <td>0.342007</td>\n",
+ " <td>0.445289</td>\n",
+ " <td>0.282282</td>\n",
+ " <td>...</td>\n",
+ " <td>0.366250</td>\n",
+ " <td>0.163465</td>\n",
+ " <td>0.157612</td>\n",
+ " <td>0.876372</td>\n",
+ " <td>0.649931</td>\n",
+ " <td>0.858349</td>\n",
+ " <td>0.055985</td>\n",
+ " <td>0.005586</td>\n",
+ " <td>0.478742</td>\n",
+ " <td>0.771658</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>PCA</td>\n",
+ " <td>0.260372</td>\n",
+ " <td>0.566842</td>\n",
+ " <td>0.163729</td>\n",
+ " <td>0.152678</td>\n",
+ " <td>0.441568</td>\n",
+ " <td>0.552877</td>\n",
+ " <td>0.511398</td>\n",
+ " <td>0.523984</td>\n",
+ " <td>0.232417</td>\n",
+ " <td>...</td>\n",
+ " <td>0.375512</td>\n",
+ " <td>0.323526</td>\n",
+ " <td>0.155366</td>\n",
+ " <td>0.959173</td>\n",
+ " <td>0.924516</td>\n",
+ " <td>0.929171</td>\n",
+ " <td>0.030270</td>\n",
+ " <td>0.005551</td>\n",
+ " <td>0.467257</td>\n",
+ " <td>0.825382</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "<p>5 rows × 24 columns</p>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " Model IOPS SMAP YAHOO UCR Daphnet TODS \\\n",
+ "0 CNN 0.205826 0.336818 0.512096 0.065443 0.398456 0.575941 \n",
+ "0 KMeansAD_U 0.107988 0.657738 0.781824 0.486822 0.039747 0.739257 \n",
+ "0 LSTMAD 0.213044 0.273214 0.417416 0.023293 0.133080 0.522228 \n",
+ "0 OmniAnomaly 0.192837 0.417852 0.219787 0.089552 0.123026 0.538194 \n",
+ "0 PCA 0.260372 0.566842 0.163729 0.152678 0.441568 0.552877 \n",
+ "\n",
+ " NAB SVDB CATSv2 ... SWaT MITDB WSD Exathlon \\\n",
+ "0 0.248091 0.199785 0.288293 ... 0.680748 0.143632 0.224922 0.657757 \n",
+ "0 0.427477 0.811385 0.229268 ... 0.111519 0.590892 0.173060 0.618051 \n",
+ "0 0.173732 0.127489 0.329056 ... 0.669824 0.112398 0.130270 0.735253 \n",
+ "0 0.342007 0.445289 0.282282 ... 0.366250 0.163465 0.157612 0.876372 \n",
+ "0 0.511398 0.523984 0.232417 ... 0.375512 0.323526 0.155366 0.959173 \n",
+ "\n",
+ " OPPORTUNITY NEK SED MGAB SMD Stock \n",
+ "0 0.632799 0.714845 0.058416 0.006988 0.545045 0.939925 \n",
+ "0 0.351828 0.317927 0.895291 0.036645 0.254537 0.738198 \n",
+ "0 0.563772 0.689697 0.056562 0.025419 0.483944 0.817960 \n",
+ "0 0.649931 0.858349 0.055985 0.005586 0.478742 0.771658 \n",
+ "0 0.924516 0.929171 0.030270 0.005551 0.467257 0.825382 \n",
+ "\n",
+ "[5 rows x 24 columns]"
+ ]
+ },
+ "execution_count": 67,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#df.to_csv(path+'/groupedDataframes/'+col+'_combined_by_group.csv')"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/src/group_evaluation/test.png b/src/group_evaluation/test.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ae6e080d9ddc8ed3c358eaf3ca8c231ec9ab01e
GIT binary patch
literal 45668
zcmeFZc_5VS`#xMsObdmQWGQP2MVahrvlE5NRtaU#zGPGel`NGdyOL~0DEpWiA^Q?p
zW|)Q;>&%p8FoyTKXY_n}o~PgM^Zn!f>wUlfG$!u*zV7Qfm*YIn<GLQ4Gtk_&dC%r`
z>(*`4);evxZrujLx^?R@?3=*<+!6e220qq%7;Bzfm*2W~eBC<Xb=s#jF8EqarNGK~
zYWv(AWh(Ep9~8d7{~7!JO~LGSV)vyaWkmPa?Pd*TH_F(~egg;oxpwrf@I&1f`|GAp
z-Piu~E$+@HIM0zCMn<P!2*0?0<JoFKb*Y_yBFWE@q$eA%Hlw0;+{dB9(V)kCAPb*6
zp{J14a?on~opl?9*R5wiv5w`}k4OXIU}RY9GlAd!Z|%puELz96t^eyUfBnJs9qUC^
z_P0-M`qyvnAir$-$L+yIJ9eDFh_JM{{QEar$DRK(kpI2?uNh!2(Em=(|0gU5g_;@-
z<@4xDd_URMZ4;U+9>MP-s~(QuA-BF?|K^=z1w^aM`L7JCPQSk~`1+k}R{HGHHvaDW
zx6XH`uMh0{u%a0=8*Wxre0iIY@|g$~+IO6fQ1WU_qBl{*q3&fz?iVX(-F~aC5PiD(
z0>#F@#|L-ZU~X!#uVT;0+v33nZ_{Ys*UD_O;VtG}u}|$4cYf_TP#_beo8s}~)05$s
zq~&W4o7b~<nXq7Ek-EIbM#)+ky_(4p(gq2gwCd@>MTb=xfxwYZ<e~nSiN*Lhw$w*0
z_EsgC7T+f3eHLF%JVn#INPP6}Y(lVm(B}Rg(i@)~Zmx4l^St(zg>MROs?%xn2aj8o
z;0vyoS9C@_E7{xS-NO2#iZwh2&e2FPiPZXP3yWVm&i@LGwy#>B?~6;mfbzTVNs<a!
z*{nz7^#g%uxZu++GalL-(!xyK7Nw{-jLZXiOa#(wf20oK^d%^iAvQ)+HkXErrp6px
z<Q{%<z=P0Rb?N+EvxjaV*+EyrR2}AH{n9rC8&ev~hE6*1$^cKAkHC%HO;1`sDt_v~
zkadF%|7gjO13Yv2m8j*#o>;`Ez*7yf1~1!m71c;ZBloXc#<>mDHz!oSeZ7Ng<Za&c
zkDmxmSOHJN5cbFBoPgOxMSO26etG_a+0p^mflSAc8<89Vch_y~G*|~KaNCldCn09O
z^;Sbn^$mXYtFICdBc3J7*+eRp1rVK!Vmlvn8zSb&39FxmK5TtgeI*5b<*|~-w<G&s
zq(9z0NZ+JgR(^c2*g0?7r7Xx|`mD+gnDjZbr5)6WgRXnaS-%Z*I|ka6lq@vu&=#$l
zKegx>P&KhcozPM7SLA)_W?9n3-!eGeV<OY}{-mXAL6;EA_H6!*(QZ8tKJS$yAAXa*
z&r)J<cjbw=<`i4%b9l{Ba}w?lJj^JFBv|4U`rQvr7Ra?%zTO{r?*}O_=1`sw>G_Iu
zWl690bYK3Q!jmz9htsw;GKue1(rzzbZB5ow&FV03m36A(<@!Rt-Ro2R+Vk36qid#o
zng$o?jhUEeRc}}LH9kN2s4mxqw~K=jJr?Pt#2Mbqu<es(IW@a#9N=M8r4I=PSFAEQ
zY-9Ux98rAwY-8;!A$8YF>eU)G)^jR$Nzdjdi>s;*b{IaxyVsbAbWc-NO@;gYY4Q5c
za?Yj&`G1R$cTMAsiJcLwq$`u(s9j#Y`LW97i%g?p>!2b*q5k051u|S!Op>%*gdMHR
z$a#uitbMh*H9SRMdA8{BXmQfar_LUHV_<h+>(B5G;f~o!Hs>J>IiPl^10{afn$D^0
z8}$C_FcJI6>g`Q)J9JN!&?}jg!{_;A6zVNE#E4qN{}{ZV|7kArl9|R*1Zk2bX=R`w
z&8w7CePsz=LEGude{`FE{4MJwUu-_yJF_GgZJp!cFwhQjfUReb(Gi~GBE`ezQjv4o
zH-FCdO*G%tB<`AqDV4Jh@Ok_6lESZ2S)WkJgCX~3VPoU91q-dR^Ofg1Fe8I@g^C@6
zp~G;Cb}~E(J+2oYu;YL%8<kv&x^vj8D7M#F4ChL+&RPFm#yTIVJLf}g3j8sY>Pqr?
zv>aK9cZCOeSUdGvd@7&ZX;*p6S}V3Q&KY|n8ac^t_x|coJ?0hq2yY!Jqz}g%X{=80
z@n|SO#T2!qm$?arndJ5C+8X;6ZGsNnN+RO!ct%<Ma5U2p(O7=A^XZWs*`gLCRxs}x
zSH8N3Zlbl&j-#J&QiRbL)iH#ztA#VE<}c?i-fNX5&BR$(`9{Uwggak;-<-mx&xhiq
z>hqAt__1Z#Z;)&QU2~P<Z=KCY>%wVgEzjY}Jsi$UuCi1e3-Uq(%3P=Amb*2t7CoTd
zuQ@Q~WhtESs<L|_ytP^S#--O}582k;JoSkB?pJRT@#feWO~s!5w|N=vP@)W@n(uB3
zl*CEMe<`2X*GlTPbvATI@M=Fn2AIuk+hclD8CTSM<^gr1jmOEaua`@1?)H~;THZZY
zG#D;n{t9t**ysEw)KX3YQC#~qRn%%CB!j0@13R<10AG7LT5=aQ%i4UVWc(Tqg_l)G
zwlZXmHjRud8sNdk<5|(xbkuaMY3uBKa6hWAv@b3|`i}8ZlCiui2_bf43{73wR2%M$
zw>kbSHjLU=Y3cH=t#lq+-*C?wj(8@QaR<lc5>TUaZFFUzB=B*|t+@F~xWL&7p;;or
zspg5>IQ+sx%Xad?x*9B-PGA@<G$uYCvDzcCIx<D-B@2GX%^t>14rDlz#P2&>beUqn
zlLCiNE6I>bc6zGr=(4M7c5YqNfO9%6b)+x#t(+aVE27!ywpUvP+GIL(mKk+q?eX=~
z?%6zAnzS@d6>m7_U_KWxanEz*?YOSw29R0;S+FTc-hk#uX`UNxcP<-bE7WYMiK7^Y
znlBEFY|BlnJix20;a9%V(%0AU!uwe8i#<9LU)@DjZro3ei9Jf2t!yGstLY>h{N|H!
zYE@cmunL~&d5K(WcLY}I_enQqx^8qxZmjO{Vr6MW|L257mqNWNd`J?(8H<lONEpSS
zo}CDgeIy1e-Jy?u)`>PMa7?#e+M$tzUUpB?^F4<qOiSGBe~Bl*n+|u1^f=N0>yN^Z
z+zEJhm*(M$zAC@h(&5w~U9+}TnxNoZ7cg@czmD^X!uhX(+%3|Foz2M;Dv>%(B?#%u
zMa?%o^3<0<C;Ys=gfbp_p}=J|wLI$cCB1}xN3pI19__r;APkcw`qwKUmX|is`RNnR
z6E^ZsS|16!)g!H0UR@N&brC|$R?oX_sE8@KOj3MLlG=m@_*n9+a5opJ$EfmZLhE3%
zq}t`u=jrm1O5836CtaRPiE+CG>@d?ijN?uB4_IRP+$=Efc;i(*n920;i^a0kS|?{w
zi>PEt6GSjeBl*Rd_-&WH29{N|`d{WZ1w6mjp98PiDcW8F7jp_jX!f}{$;b@wdMG$|
zoo#gz#kpqZtfV>zWoUW>)5!F_Ra$>o6c_lk9a|ldzEjzIu<hR0Ac~GjyS|*y)`aTM
zqsQajU*8+*a;h27Jd*$`MeVbYsnpRb!&_Lx&8VK+;istgw^$B7s=ipda^7Bm<tgfr
zn2du6p|(}kYM*qb^UfwDR;6d~RoX1a8-?3V<%5Ovh)k`ra>S2F@7c;tz3**j?v3Ai
z-+&CzeCtPBNiXv$H4(L_cu4SIf0=Y5R}AN^Wp<#((^>YmUU9KNq*dcv=>sC;g8jsv
z<?w;=_btePQgd?{=g=i5gB+jF=p5a4H=K?tZ@+>vK_V}-oI0d2k&1)gvqDVkkDv}q
zc^|52MAB>rqz0gA*`|zb&WuRb=5mq2E$@mbo_2lomevBJ+PPHSGHE>b6U<CkU`xMO
zc`ZNv8ahU=%=+tF@Gm?RnAL&$+>1hcJgabl7uu^EQ@91+4d@i-A(6b3Syi_O;Hk>*
zT%R@}Cf&uQR_1e$H5P2!l){grWk(=+!z+#D2!r@NA;<vNJ*GpD^}L+i({d`x$xZ!o
z%VBrCiX43T;g6q5T-#${RQ`{4^X59{XE2#kyVb%@RKQ+d#yHF0)({9dz^h$SBp^!E
z;BC&lj&UY-=*-+7;DwhAUE+tuR}Z7kOFu}!hXkGb+8OvF$e}}bqD+k~Ts1^GJl)%V
z#YG<1iZ!S}6bCO&73(*uh8a{GpD&qom)-rs3Eo*4CzI=3o5LesD}$R|aiS%;i&pW-
zT-7dX*;Xc;Kd8idWJ{wY_BxxhXjP2ONKf2BBeHR;?A7j%qnkpz+IqY6CnizY!_%7T
zZ*1DNHAhDSC(!}Kut{<p7w`MWlxtY(=9>qcrJP{Y@DLE_dspg=MVDo_q@CBCC0Pl7
zCoNGYvDk9humow)=8C-PM^tK9B|Wy&R97+RKJRWGQ1O;1v*g6Nc@zd<Q8R&ITa#ix
z(+wm?T?gw;W88m?RQo>O<us$*P)XiMQ@vLc5O2n1pl$JJwnFU4jlr0~IGF-#|L4iZ
z1{SXbJ0IX&lRB3b$n9?E%JD%uo2tTrG0eHkA71y8<sLaxZyrzD=Z`owiK^K)fWH-A
z@QF1TuYkD$&$PIJEivL(+~Sb*N?NDQ7r-p~E6K97+vl)^u?obfkFV_hV{Fv(f<rNG
z9(p*b1lp09B~|MEU>zZQtj&mz$+sSOdDw*Rmm45SmhjaH|L~;x#9lLl!FsUl6%R7Y
z{miNqoXvvT2JoBcsF*TfIF*y+(xFP~5oC$8lpYN3MM-r$cnf6{;B4{`Nh^HI*J9hM
zPO{nVxk8zYe>iaZXVFYaw@&i;Qsv2SY#QrW6j^fO-KY&;24wDi?~mz7DL~|B;&Yo`
zed)2Kr*f017Dn2b0bUb3MBZSDAEFR1V%{wOTt7uOaIl!>Gv+)Nu0TGlUhM38iB9cT
zGp(hYqoVkK*5%_L^aU0=(y+m!qH%K8RXDw}oV@bmMJ@N)wBwUveGIM_5|M1GQhjk}
zc&1<Rz)GDnMzqSTX>eNX5|@wq)zkv>NF;4;CkfG{(kWvAqn3D~mlDu^#6ym${*A$@
zGn4SDixc4v9?9V;{P*%Ds_4-q&X$=})ZF~Mx&|@cSX5;!+32RXzk252^;j3v$~115
zR#gO1pR6yd{o>vzy3#hcgp1@O{k$|UteH)^DywHw@@vUKF#^Kz8c(I*Tj!_>5~4?0
zqYXx#_X3d#UpPbCh9C-|tjR|xby*J-$wzJp2_@M-(G7oJfqgKocq}`LK;C}m#DMr)
zOKsl)HJ;eKz(PerEOv|eJth?sV{l^6$c3d{Pifn*#|}K9ZOP_iP&7!5bui9ghi2?)
zjE&m5DM1F=!UEf9>pLkY7dVKbeXQ?(wj<bMCQkR#r#zWe?+FeDuan7r0;6jmx8N#F
zc%Xjz!gg@oiClIb{*o%yI~0S(4s?TSf7?98d~q9t0XnC)UbO0VsMEh`o-1e8!Adcw
z_x(;5F&K&yi=f{6$ydbsuixC+xn2~vnLFg)OwR}yRg?YaUH|@#DJVvy^mx{0<2MQ<
z#&8`>Hf^8zzbUJWfKYmK*oggK{L}xw%>S;;|C-tVUwo#Ue$w2YQ@bu|tV?;`|9XGD
zH5=PW`q{$b_MM**KfR~sJ|FGfH?MU3kg00gegEv96~Q3Y5~oNsN5v+*o>o=<?IQ?5
zRl^80hfYpzWS~t!ebGnSCo49~yRGmx{nM&l@o9BdQEZ_pI|BqfS(iwqHv1<4&f>Qz
z(8O!v!%-aFJ9`uF`@cq|>rTz}I-g`|CF|tqVFe3|wE|e9DKYQXiK+ypKc-;LMj?rQ
z!i4;iyGY(mo4Hbl?;?pwo48W#!FO*yt+FIGE|(j^gabQd!_yuh%}?|TJ`^Ts`JPig
zi+SvZ2Um#@)~9UZ0-5jFHqpH>&T1?03(EAzR|jeQ(UiuYdQ)Gc-M}y6Yo6*IPoR7-
zJt>~7S7taY%xxg9lHCS<;0m0hVetjEoyIIM!-mJujYTauyun49n33cAz+ZqX_DX0S
z2Ty6b^<<Pw%U35-4SW$HxW5%4fd7}NhcUk<gRwzhwG(y0m=%|p*L;NjRO>&txVQH8
zrp#Sr*7q^yE!dR*ev4msd|AGcEA>f66!V&?wNd=K#oE{Zmj-n+o|0F2^jzO-<Ag^K
zXYqM)L1Jt-SagI5`vj3Y$*)Zz4k@2sUC*mO&)LNg-u!HMc@?mm$w3h7T5-Gc^}R&g
zt>NR{#Q{VdJ~ilOxe{^c!9;)Isct~keqX6Z)SNwb4R_)F>|CjP5EeBj1F^KMw9|i|
zaSg`TNN%tIhLuR`FPV4uO74p(8}brW+4$Pa@u>n={)m6$BSnX$Pr4VvM_ZDGveBjA
z#>FP8ggAQ7;(A_NX5|aYUpRIX*S^@SwJ-+g*G?DYfb>u1WYO9FJ<(Z~n4rGy6j)oX
zp7?O%{V?i^yQl>zy@bl8z(s0#NITN;LKWgm7VXnsi_=L~$Lzj;vxvhQV&)X8+?h**
z8(v%cUkk_hI(Wj?VtbL!nV%~~w%0Kuf)2{ES49YRk`+D+<@^!5CbD?ZLtCwTItQNz
zCgGxIg<;ec0bq8I-O6izn+C`Z!B@&V-Gw>YF*p591xF|!w1;A8%bm8?P3sfya5cj?
ze+c(#l?|eN3>H=_m3D14>=_F5E!dDu7#-Z|6O9Zi^b4<W|9Qx(|BhNKmFW_}%tt92
zFux9O1W*1VL*Ragtf%Z*-IGAs{Z_&;zE%{M(&F9I|G9W2DV2s=s)_3QezUk6sT-!~
zQHSc(7q6PNNxg}$oRtmv5wR43>2+wpHiHn;fX|ubmD}c>JuB|`UX|%h?Z3SgSliXy
zBz&@)Jg>?P1K-88sDKE)GTbR=qS!m(C^W+E<6ak$K2(6G^u-Ze1SVyAg;p%<QtVzK
z698EC6vB8jOcu3cA0ebUnxewVyuaE`#^f>HNM)K!Eyr9Xfl^rT1Qs8V%@fmps$oDX
z(eb08`c*s9j%%dnqnpAmy>|Z8mv#J9BML)`^P~&V@5`BLmb&TzTM_KK%$yjS@mefc
zTY~~>PlB7Po$@l(#!8G^hI;OR<W)KR%&tT3h&NQe!O>gSTzJHr1db*Tq|gWL$=)gw
zRiC_(3<o~b?$qaGBzbQ?Uhnhl<5=0V6q^vsS(RfeN|Kq(hn?C1y#i&TyQ3v{%!sb+
ze;~oFJnY5k>l-gVlaAWMc)##`Hkd3Di6r_mZI1dJ3^&yqh9=xuo){AsaS`MZ9HklQ
zHXxf+dBpaM+yT$NJJf)2Qarj<)8{=Gcpc8Mqs-^Y;=w00S95okcBt~<qVrqdTmRhr
z>!Hj)s@VpfyTKfm;3h{<i^!O1@fe8|d&p&t*i&oukTiVvs(me#8>(s3&+hw!G5Pk3
zEyM8-?F|-c3!-6$rzNz+a$##@-Lw|7PKv9vvBTPmPhhs#uz}kH%Yz3tUB_f3ZnHwA
zg<FYp%cM0N*ul4+Ir(m<{u36cj$+XI-~yatmE+iTpe(a7;6QcwfcUcNywcd_>;3cW
zC_%VSK`M7@!}Vm7P7`tN2HF;Dac;q-kG5>{09AvV#t*YHX7exmN9vU&?EvZKr8Wjc
zr|QP+M~%6!9b-Lb25AMC&Y+gtf_`%SVO}1){dEV(gXovF6Gd<L-~G`HTW!#Voc<x#
zV*tt-Sq1(dO9DyeSBx`MZ+A5)d(Jhx@yAbfp&$FXfKA2Rf3%JnsLJ;JE60HOy<Jy2
z+<;7rLN*ETh`nGeF-S44Ym@t1et_&^1WN*BOO3!FZN}<~0dO*-{c@mx4esAW2wlrY
zzg-FPK!R$nnI`Auode6L&NR+|yM!@!&NB}_vojYljQ@`@)OGr~JfXXQVt2>2lI{^N
zOkiGfy$8kDSN(8Wl9pvu*dy{~wWxP8T`D?|Z2cfx)1>G8wSxMunz9in4g=PHF90s8
z5fg(-xrK**X#sjCje>}lHU+^RLxM+-?U?I5y7;Mgvg7-w9fds~6~zOD_5`W!A@2<m
z@Ki@oKcDW(n7~y6#4@T~Uk6!bD7{tpw5l9!@6G^KQ_FTK$U>%$?B^pcG^+&;5erY9
zY<*K15`>bUO!plHlko%Y;qYz$9VGFpFd^jmU1TNjGR56mzE?qZ&sXDtwS7E+nVDvR
z$xg{LA`h-x!B~_~DiqU()I4B&YUPZ$iq7Dat}x_v8u|>A=!Xyr+Z^9@%*=Jj-3}Xk
zMiSeF3F9#o<$$`UFm*OqefZPU>lpSJeqR&<C+P{%FbQr_&zhgMz0vYj5?jts{c#-=
zG^>)}rg-o#=a9xg{`uJL$hptRr!cCc=vGbHml(HM5EfNZxK_e~C#7P$w>-G+V5;4-
z<>pu^U#yp@egVRIyshmdrgr8y>wZyauv%qjJ}_+!ATbEDTze)7?3L;)b|8^^r9OC)
zsDgcacu-)JCZ8q(#l635bk~{{?UrO%QTWw+$ja@HVTShN%c)j#15q%l+AfuMRIM_c
zy3ziVOv^LhxR?2mbf!&(LWz?Gf5KynAy4mYOQy*0dJ5vUq|WKHYxA-e0=DunoT&CN
z6pp)e7XncO2^6Om3paUIl`3j5$eqD2PJ1$ay!1ZP<7!VZGtX8Asz4#z#s$C=zU+Do
zWrpeWPY-=e^P0q)FZ4tRy;7R)RwzWXGuMK`1SkJ|=7z8_y|M;hO)8nnOE=_b-x%}x
zddjh(FZ9m+s<)?j=01iA5l<usoDDkWupqocPm${v_BrOiAPn%4y}h-y)8LEzWEI`_
zH@l4^j?;LEt3>IGFG*#$Eb^OYWTnlhZI;;p$8;@5UU;QF9J-mg!pX5G8Ik0l0}2l7
z@=*<KR*5{c9K^N~3?)*r^wZJohUl5A$F94ncfar}e)0bGOC<k#@<2x3p5E2_Ec>jB
zy;DR6E@#t4Ep!9U@rhPZw%aXP$K8p`x-gFl5_=(NVrlpQC1@^$ItogKoy-{a=*-`z
zzXqREP;@X)?%??a*A@><>0;#pvr%H!uQ4EZ^&gNQ%^v5L{jt+UT^oJ1Zg2PVKz>co
zrS=){arMHB7#>G|RtP5zlmt}zE1zvNR2khqH-=xyG2m~nZwRGn`xeRptFk)O7460=
zz<jp6{F;42xn@Fa`7yaG&+1W2^x;!qP9cIii=n7{aJ^Xbx!IM#fJF}V(#LM9F@fLv
zB$SOwW@=;h6;1h<QKl%AgT98qBc$WvS6TUu^zIQ?XZgLTi+qe{NGtO*pLOLQmZSQ*
z+Fe}|x5Hg^i_+5r3zdG>Ic;nzy5bh3=Um1Z5XTdOoka+PA$^`_&CxFvN9?d{KIGS<
z>V+3uo*k{YatmIH^qItUB+#Z~ol!zF)O6_WB9Z3a3QXVm$c){)#lhE9e^{E&Mb(}4
zFDcxq`yiKtN&on^oYnPCS?JcwvXR!7l1nNruE#3^ygccFuBKRWR)v@ar)!$L&()7_
zeM^y*Vb7DE6G2<D>QwiDEhFufPB}3?d4rkh?}#20k><Eoh&98P1W>E;jLCa0hU+5-
z&bycuA>$Ka@VtykayhTrj80j=i0Ap%6j;v-lG!GPNj9}IKaX5w-nIscc;{saQ36)7
zrIO}?XJ6U*%}$`7)%G1+T>N1O`E>TinD+2wRn$W4z30QE+WtLohwodd3Q}=N&nN9T
z%6z<LjZJl_99}+K-U&96V%;Kid#01aC33kVCoC!V<v@s&3TDJBTYKi`?nBJE193-$
zkP}Zq3mP4lP`M%Fo4JaZ`m$yXkJx1c>2EBY=gFOgS1y(Xw3fx;1$=NCUf9x8E?%Bw
z`MQC&S($lm`e;%Tdb+P9c8?E%v-?xh>NE45maa|r%U6QXgfYZ_nZ<=2{sz9Y1sQ24
zF&SB{f*W8U`z5d|^{GcZL<s^UNZAhFfR~9^Yt@)|?yn{I<TI%lCE*d8tQ;kA{&AK1
zM8ioK9M<f&WtU?8cTh*AoOWn$N=knpIQtGK#S;f&&if%hlf*mLp#!L>w;VUx$sjc`
zGt3~s8+&2AhGGAhnV{0t)uFLaz4y=g<=a-xM~Rv;hhp5Qmn}OpUPio4y7_sK>i!)Y
ze*!aoseAkhxLC03P6M*?Gc!o1PX2w74FxY1Tz=isWLS1;VYyNU*3+rFvXtP^{P|;f
z{Rv+46Ut*9T}u*LQK@kOAsA3N=X{#D;m7o^d%VnucJ3c{bcFecRRq7N6a6GLw@3(T
zv&YbPHGhqIV)gENLUBo)6}*YonP#naGp^I|_ITEHKQXIFL?xG2nLw73H8V(tA7<9@
z|BR8vfs+SR$NLhtkeXpV9yK*VLC-WX5{5}{#4VKcfWoL*QTz##|5lG}yo_}YCh_DW
zWD|YN+lYlR&hT@8zNz|BU9r-VPil6cI8OQY0Bzxh;?HSN{m;Li@YH6$>B-%HeADpA
z&IGro>t&aFUVf@sSdNw`8SRZ%lCZG<sN0g<gt{996Rj%wKGDmp)=JqgGvm=eGMTJe
zu2strv2UV2W@OhXPAdK5mMJq$_?E(Ld)n*$oD!(20J0WjAWy6%Q5WXx9QntzuPR+u
zm#8{hrhiuD9#vHc%=(;$<b1MQf#>8;C4RNFoTgkKtw?YW(tNOgExnHIXRh9czsHj5
z?_&pxH=D2A{nmQWd6T|NY{^5!;IL~5KrNSt4}5f+^)1t^He=2XhU1U3BP%%Eh)mk*
zyKxmk`*q=6WPOe5Pt<-054-H}W?J^$zsJj<@!s4CMS=mwybacK>PsFsq1)q=<Dl8X
zj4OTT8lJc^iO+xJWL@k1ZoDI*uqR`Dry)R!SuAM<5c;f`xd#yEYD{5akA~T|Adf6j
zkO;T&*IGsC4Zni^PuOEZmfI+5s%l}f@JEO}_s17~Vm^Ql)0<JfRuG(j!uyB7gY2-S
z>-tl3zO!-ajM9j^O<i@z+{HP!WtI5~8{7RCvvW5+$gW?~osU2XDq9~>2MLz=Rn<St
zDk`&nXMUvB%m+#$F~qgf!9P<?9dtYBy+y%X0Dk*j1V|K+12ZZBd~Ok~I&8oIp(<@G
z%vy@JRTNjd0f1Dkr%1HFg$eAHarujZm6PIC?nnEK`=E7G$p&RJXdPieLZ_swZ2<F6
zXChRq*ZT=MF%;W+HgyS=vBht(3p9k5Z{OhOO$W7@_M?~%K}=2uvFn%yB<=k+Il^^J
z@X}W3gWi8OQI1d`WGyeDf}Z!|&_=kFC5VtNA003mG;eiE@1<6%oE5jI9?As8EW>Q#
z8FeL8KS4K@;AZk@fQ-S9nT<SqKXajIqPy2&&_1Tsmxwo;p9%aMwu>KTqTat%U!aOy
zC7H#V?;N;FxXh~BOvOKI^Z1|CU}(R40S3NmA}(^n-K&Wvol;aqP=*=C+>c%>!`7hj
z?^GWIJwExLvGZYTnUGl}(^Qt;?@fnEK5kG7{^{pTUVF(5h)DcLkqCw<wW+H><D4p+
zg?)9NHKCe(l=p9FR}sgYA_gn7b~VV-2;&X*)5m7y9E(Hf)x)cS41x}n*dH|Rzu3%h
zh^EJXuIOU3j(WB%DtMra4`#>{8t2q(<c5!}#x45QYeoZxLFeiNHlli_OxjT?Y7>>*
zX{4X#`@o^2Dq*HnR>9TC%pf&$RQh6!lt+EU@P#%~N(yxn?sP$<PTwRWjI)tG4Fr&R
z0O;{JX~uWcE`wNI;op3&du)7?OC#V*hCCpKzeuG%f@(Z9>!kbsx4nq0!1GoP*nqk&
ze{G5-8J_)%P2Dzf0`~mVAg3$rYF;c}G=b76FI{n_bT=FjdpkxHJ$RK^2Fi>?G(TY9
zIpmz(CiLCOzE(M}n^Jhb>vOT8=?0n*L5gs;3~%-R)wh7BSuLjAG6JLQY6+C(s~VUs
zNs?TtM2J4tD!XmW1o^+pakT2&$203Fdit-hDu-33r~-l~Av_r(R>hSsj~y;Z%c*;`
z_x0B|t6lJn=~hq2>w|h_D@n?y2H$vSYK{g_$0qJqB7leao`Xtv;AfwYx+LBgRQhMw
zU`Ap^9+0U40kaYr=Z3Cr-L_j^8%J|ZNF&dEh<Cpup1v`Ga-Z{_8OG}stq3OH?KK>h
zqbV3rmlM%&FDbYD3<`k2+hP{+$BNXx&klFr%d&P0eLm@=%w^>p-GJo%$pr0cJ3!<(
z%e0R`s2GKujE=BbRU`~5e%pxvGy?tnL0w<5<uy6(-m9qyVomNTnnL;1dvlEbd_Wos
z%c@hBV7P+GTQ!mwk1$P{cSy3)6Ia1Qma39HbM?4?>ed7b#uN(32>MwN1{=!a7XJ_i
zp|}GIx0?}`4=9PXz0EHi%Y$Nb4UlG}nR#l^<NInSayKTpJvbMlPL*l)#u%YI_#CCb
zFPUJ$Jm<HD;?;ewYV5LDh3L!RM7act3Iy3XA40XACMMi^J0JybLt_GyI+!kg?B2BA
zwt`eH61z_s8QZ3Tk$PQ#tskvQaHAG%zC41nGbroh;F2ljmLr5b0+-=r9X=y@jTx{X
zutWuie~Ljj1HR|~bkB%_=nFsN1wpFwL9q)qQo7<Q*Jc4jx>cf}WnxULjD8oG5+(gB
z)MYph60fYSfp6-LnvR)6jIcSSn!D$-fbK@IuhvDb49Y5{;F%EALXiuY<v<CN(>mTM
zjW}=0RL-GL@TEx+$S{Q4<PgV0?Xnfsk~Wz2(vmr=`YMD3%fACyYsxg>y%N_kTlgNs
z+Ge2DMhij+{IT02E>Rq2{YFeB)C?P-9(A=Kll(-_cf5JxJNy}Us=5=?8U}U)YhYt=
zf`DdL1DZpbv)3^mhdV_HLdoSehw?H?QEb0Orr<sN9spzRj)Yn?4DWep2Nr$@L=A!w
zsfjpq2_9!bZ8F)NR=PNB|MRZa378xKcAVYl!g^*L>|~fr?BTtthM~|T$q{}oBB3A9
zrccCStCZJvh1bFG%Y$B=My`d>4NQ#iw@43440Q)_HXU}c%lP+4kZ(*8Pp@O7+KxUp
zXL>V-KEoUs%=vFzTY+jo*4}$g3VCw=Q+_Q{&D1xf<qJ>&e*(kpw*5sm3!}1hf5{|5
z{u%9)Q!do0r0UsTFtru&Lt_Q_zpv9j0TWeO&$jR3K_*1j+{3)XuU-&DYXEOk-&5of
z;VWfA_jD5(B2?q2y+McJx#S=D&0l;!@R9ZuMik61R{KvB)c?MV0q)~ZaWiN19|XS8
zYFUW!F^`XPd)-WCROD3QD$UeNT<C9PFklK@n9F~QiJlnkEx;67XNg%9)V`{Jkz}@!
zY~E@i3-y2gN9kpb`2Nv|A_#ZCQ9MoS!x$#=SMzMGJR?X0SY{_$QG7h<QcTO7Ylu4D
zuTDwv1oydndcG_iCwWYImnb1dQ)dV3E1SN{?Ti1swPN3Q)r&4GLFR|Hgqk0secnkR
zeYiH6a9-kK%x1KfcWXAq=UQQyv{2v`ql38p+pzCAec0m6+mb!s+cvm`+X_`3#R>E}
zsaAHsx-e!dXWz0lP^go`O1-%Fg6NYr<uv&IC-nQu<L>V+icYb>lNBVVEH65vZ*HLW
zn&lNBjkC2;=M>C4&$eA!u+knmCG}eR(E5TmrKy4e(sKAT9)<%?2LSB0jYxjN>(+yF
zlb5JkvX(cgT2dSuT_h|9>8^qZMQ<+(Hij_VWq{$D{=#rLZV4@44tB0oSAH$uR8}sl
zUVCAJjG&fp^{U=eWK?f$EKPwOlg2Z6dr31>(%8wi0a+ia)-M3O&-Yw7#EYXDjZh6n
zWCx%OiiTB1XE5gv5Yi%X$1eBf^kEIYL{lz)C_W#w#`~f+K%RH^)*t(!FK-@S%2MxZ
zImV`vQIv1nDWAI(h=}wZQNxe>tV*9)tsRw~Xly9%0(%vb(bme|*$|)ff;U8J@Y0*m
zsFW9KV7tZpfJw`)N7@-CS*ZR--X~%)!rWFYuPZEgm^OQlX~M%uJrE$79+O7UTh{*&
zu1LstB(RSnU8~-DxtJ)(*JFQB9<6u)YnDGy^&|~Wn+{`rGY#@oGBqQV)A%<SVys$8
zE0BJ{y1bSsO)RPgcAmm;w;wod#LA2YT7PdNKt$<D@ioAFUi|iOh;wfIDR{x2^_;Z8
z;-s(Ny`N_WEYHbzKYJYPadJA&-PPKzXf$iv7`Np3&r6;88@XKSb6Vq>oE(SEzatK4
zRor|+X+!iYp!>_^XL0YB{O*&J24aFRkE~5;9~TXC&gjPF<kfFA(cc3<bX-sTd^Mvx
zs!qrrthODoO813H!F-}J;lo4NlEH31YkZ}q*)5B}^4RY*NH+v#(IQgh-_JEfA+2!+
z95LH<rhJEK<!>BdX)4YoiEiVE0TU=sB!iq~K6u<M$y7RpFco|Il6IK^*5?NP?A#>Q
zTt8LKJVlXmLn3o^S+}X1?!g=C?vwsR{fYB|5QabFxS65uZ_yF7d}fTM15;@NvnrHE
zdSHDHd8byH55ngFS3dk@pwC*z)_uP$b)7rR2s2<a?lq5<CLnxxzgrsb=UB7L$A1VJ
zS_`R#%`jJ`k%7HS#zZ77mQ!lnA`Tg5a-iHX<8;n1oXzB+{+1*F&Q3yneJ;-JvP%Q*
zfvE|^dp0Vwj)lL8bQ!(Fxu;zMj=CHV(V+63=4ebJLRzP6uv{A(g&x!Mnt2_TOc;~)
zaTz`IgOvXcCuX$&{vEs9i!U#gM*)C*E9oj{g%Qr1yllZoKDqwYK0q0DE1X{&3{B{d
zYZ5hnj;<m%V^NeCl$XX?J&o5dcUQ+>{n^MeTMMLv5`@8@#MBP-(9B0K);FRSyj_>b
z9x|yHDH#wiJl0g&G=Q5o!YHe2paI4ATx2MM|Cl=oGZr5prf&Hv5Nld)bLFh~?WMj~
z_c9me*4n(Z&3_)s^q6oqVy|z>XpjZjG1c01yv^rXjCG$yWY>buMP1+9CVKU$C@xa!
z)3+}4EYmG4V|t4O6vsJ3Sw!t6E!QinBJLEB$pJ#5K@G*Vob^|xMIl$K&PUv-{7Fcd
z*f&0EBK<9vUe)jkKJqJJYM6bLB9Msvsy}<>4Wz@RBMLGDG5S7Is<z)+V#%(>4yw$k
z@CS(n)Lsn#f&cs_(#pAik%$aiM6f~qddbHU-(uaUFV=zWHNHvBCGjbO5A)@}UG8dG
z4(+I68wt$?Art5`sK@`1{QP0)*(CRL<hd6ObE_Os$??)v9H)ir>=`*ShuCu8q&gA1
zx(l_XxSZG0qhNxli8&<f2D<5r<MRlpe+dwa5R)oq)DgdO_&eQ&(IzD+`^U$gt~X22
z8ibdVwlOjtVGMwxip{lxdu3HctvD@()Vv=qeXEJuf{37PS`!ic>D@ui$!q!ZDQer+
zVoCq|WPWQ}1ypq2MM``V*5Y!J8>mRePmJZ67MO&`9g<pTRu)}r^Y^YrTqZhXxCw-i
zM|RRiMv;@Xz3zOsdT^A(D}xLDwv57~rUM`%Q5f80Ho#z^Y)eqK_~5c;cco^}z3%oo
zAKa-<<_-TOBLLvc%sWpb-RxA)0k@gW)WD29>(~uP*Nc6IhWW>6{M&@Z<;|O&E#0zu
zEbnFBIW<?$ZewW1fI8>DSGlqUYA0-yxB9M>e<NuRbzieuY~#0DEc$DP{@bI?dc1wW
zY!E@S>mFMRtYDV7t)Mqj6nAK=g6qfqf8{jn*UDTeiMF39;fH+mW9}!e6|h}@K#ibP
z+a$~Ry48c9vmk*_aGtga?P~-9&bN)oN!Dtmcdi*rbJK6c4b$GV?)7~)@y^UVQz*r2
z6&J#q=PvOLZp13I78)%#{1I8AEAlm4&UwnS;kK%BQUimVtfHZrJ`L-Ms@M}m*8^ge
zD-yKnI5+z3iH0wBd9Zkn^U{fM-4AWgH*5R~S8RWDVe6oCkNNQ3o)}*zU%KupgKUTq
z12~`CZKHG^vuC)M$-OuI14*v>4}B~IeD}u%BE#j4FkS+XObDU|_5^h#OpIRQRIKR$
zJL>czcEe2oTWOy}JTLLh$B314t>y2sRxtbyZy!^v7BBc9ME%=68V=4=m(;BfK@jz#
zc3FN_tA85Uxq0s(eoce4ad~U5@LK2nA=jF|;%|HkFn_c*%5j&ihbk}b(o1O^buOq{
zi?KLyl#N}n2V;QHm_gp$VTQWDT|LL8wz$3LwX4rTTyze?c%kF~<)>N!d{l_xJzS}G
zg14X9$-GYF&s3Fp*51pi5*D^G8QAWqE!1W6#kNWM)FsH;F=m*#hhzTLRIuBQE3Ygl
zJ`&P9T@<hs-RZhEKf9TQ&hO#IO?3HiPi?6o#yqLqkF|xbpq6Nok@^_2hu3n1QAGk^
zMIPt<<V`Bg2IgxFfJ{vlW#eA0oXzG!i#ZoW6Wh>Ba*1@FKHXP6ilDombK>bP(4?P#
z8Veft=L?LcynueNy8Q5txpS_|@+<yRZ_h7#wI91dYq{Pvtlm~@9rZN;NDVVDbRQZ1
zn`lt=2~Zifq<ylA>LYG@fa0iNsrSMj0gUKuU0v_wEle7o(f`k#ka!_zJ<uyV@82aP
zC(jgf_*}c0@JkCYVecD8>sOj%@6qyj$^sW@uL-a|Hj(2NbTOnvMyHIXNC32i`CD^A
zBh%*@+dtX?a`d`r)!UEz2!4WEWqHn^r4I;WNI0|j3P=qvf$x@^xJX0b=PNIDF=%tu
zc^uy(7dZj}T~Kj+A8hAGa^n*UBz{|Ckm}rK*-uv_TSA@3b2KR6|3QUVWpD=b<p2S#
zSadB)ATRZT;Nh18Gt}JhRjWw3GxL^4n3lIQgQ^uSGb(N=urxUv4iAiovc-G+8W3KF
zI{$*bI*e}q&AkxS$`B7gjBCUNTa4?3qibtPsIyW2#0%D+tkx_#_qp;Xvuy*GkqMBb
zu5qh2JiHWgDSk!659Ak{1=k|Tz*=>i3_ZX=d`*CYLgH_GZe!`$?n&n@*7N5$XRBUN
zLAk}SLLH2kD&15MJzRI|P-EPk;2Y<E0qH;FI#92=M#XLrLvoq$E+1o*<X^e07A=cw
zCD+tHn#`WR``?OVD@>LEnR<ni&K7DmMK)1i42Qz?RcV61){-Kx;h}6m@oe0y(X>`z
zvu*iz7!)DoYhp|&ir-kn-|>CUpEiqFC}!LQ>`vJ7c09Ht3{)j&Qv>BZK<E<AT)Wd5
zSQ|`M_|wE#$hOdsK6e$SueL!_PtbW?rNe;MLbExZ8BIYCG)*DBO<@M@XW+{cnQpu0
z+QA`A660_0Btif?t4*7$nr-S%BCL-s8$pwKGR6%hj9r+t&pjf-Ml?MOpBuDF<+hqS
z;siT>_O3}8XpIw#jcV8)bTb`$D>oBv|Fe8HH+U$)t#&&fdcl1<zR3xcU(9XTI8J`a
z9A=+m5iE*(&5pLmnodj{Ic4&+Zkz6aXZFZrN<X1xRw>Kd`t@vS;=AnGU5@WjQxZ~+
zb0{6e0pQ<aaI;BgW)chI{LeH4qWkt}0|Oj6^os0rdjB(tN6dn3+(bz(-_kw%AU=Cn
zOOoPy_5g!2pR}_vbJZDK*W__4U)mHFBR6I*6C|C(wR~?@>D?5qist`|cf}R_#`k7f
zVO&+aLq5pwQcZeewM~_pizAw-BbdSXiJN7cB<O1KjR6?9v-uQt#Zq?+Iy9g%uO~ON
z0G;XWiVCmzk+`MH(qrWX;Hke?r5(BXPX3V<{%DyKM$c>L2;PX>r5dZ@DmST-;D(~t
z1PG+3S}i}EXs_0HSzmDtD_7r@QVUgG<@{`;m6p^2^8xB-?sESz`m=800ACP!rf&f2
zu3I*Ue<9Yi+2vfBy8Ur~wSHhSD%s>Sj5@4Z?l+$R1sGm|vYKT;k2?du{>V3ARhm4L
z>mkI*&9B8&8Y`CG)Va(9*)e<J$|^YLAhoG|k~))iF`3)76q(o@xLS=$-Z$;?ocy&s
z15$26z$^L2WSa!evy_oQ0ZPuJ5oHc-zloBo!k74alc#WRpUK%6XrN|WSW-S((+Qfa
zd5r;+wxaZkA2rEIZ2sm;nWc^sDmP9DWu=nv#FR?%00&rQwucgcqNHBMTkN(q<E<)y
zukZz_UKBt90jQFH<eFZVHv-gtptp`i7i<=kcqNZF*ks|i;xcG9I+Oc6=n3Q`Tv7y=
zaW4<|@GPI>C2;;JM8SxeJthKIL9C!@m&IA9tfy|SjJsO!&7as3FgYSq5ENc1I5>r9
zmt05HXQ!`LSRv4>(<Y9|ZL_ZM)q<uqv|e@{V+j$nD#F))^Uz3S<*rDDApstxoy%1Y
zT636g?I1u<`|S2?=j=o4*54~1ie2~!_VYzVPXtMUI1t|9S3IF{vOsJg<xS6=yM2zM
z2*E#~bRa2cG=(ppBte5Byji4@xjt$HF@ku#7OKdQa`WyRz*BH+V|c{R#WjV44@acE
z*Q^KWDKkK<-WUkQQApVn=8ee|u;Fp*j#UPnFDfUzB|VL}d&x_LK=O}$3WLuKwp{b9
zJ<Bo{IMIf`Sg3Q%_3OJU2uKA2B;}lcXy0fp@cmGcSk|OALSo+`H_ze^&jK{wN=`Tz
zEBRln>7egY^uX`F(RVHD1!z$$4ofs2dX_{2v8B<?lj?euZ%N_J<s}Zyp8DED=|0oF
z&&wC5m&nW-NR{_LZvIQj4t#Od%??Osg$6_*bOmLX8{Z8Jj+0_54+jO$La$e4jUU7w
z>a;^-^x+%og-kDCy!>u@dCJ2r6S+yPjg#GjKF)<tl@>n8+~vw|n%p-Ix-W47$$J62
zr2}Lp(QHwYO$@qP)Iu$fxzG$c0eberDaCUqC5`54)OR^`PZur)8(Vy>WcL-za}*=k
zg`H)e3z!)z&@l~ljx{{dghq^ae;JUKBlztBZzRZbllfl6eg8qUP_tn`y-_weH9*F<
zW%%>S+tyyALYvzI(!?P>`bgl`5`3YYqkBl<O2VMEHWvwDx*!0Ll=2NN#R(YgcVZc=
zkJ(39`NXJqO2;CAYi#G*QatiE`7Nj)iB8OM2P=D+&v}TDwH(j~pJnL@3{Kv;S8rfe
zRAI_RvN|yEy4kWp=j|H`EE?7(&rlWMUVyg5W6B*nCL4<j1A!5Wx%1JWmE9Wr(Q)Mn
zpBojubERtHk+S<3Dk}D?(83$~h?*&>&DwIs^fs4^@ed=}W^o_a7|9T*7-4%zl#tTB
zsq;LhrOT10(OY*wvZllG6T^RaE2CTCs{7*}y!<d~xW7-oFr`_|RSSZ4$Mdm~53-pK
ze=5RHbIG;)8+NlOuF}->2&^Zgnw(a7n2OA~7S$qCnxXw&q_L51bUVm=4PB^0^$A-E
zS7-*Y9lTm8mnhVgmYq_Cd>4RaV!e*y1BzbD!STfdL)}4evJ}m)d%Sd)Rv9hl!cy=x
zE|Mh=&Pno-AK?WOlIpxL%fEU-r~1OHKT<rnf>;QHT_GEpSd%X9m;BKkLEqo2`@`}-
zz!6dbn-jO@?Q)xG+@?X@s$W1Mnq&<;!P+_#kxAP=Jpq*L=eNOHYv3g8pWr0HjaNie
zg-yhSYb9%D*w0|$ru=4>cfAv1b_2y48<w1At{*_{0K~(j<i71pDvl)1j8MPV31FZv
zbudD^_d&gi+-f-LN*>^PB9UQk>w2&6Tf_2Jf2egp5zV<Gno2}+CW|wQ9Mu<x*3Z4%
zY|F)b7{~tqnD}qJi@GOc!$h{yTqz?{pZ>315foD0-AJVkraoc^;gtVgXlpIhGQhyZ
zcm7ko4kPdfNVC+N`%BB_9!x$lDiAQQvyRFP3TJE{(rDN%^K@WAV@jon->e?e<LW)N
z<TB#yPQL{<A<2|WKp5X*rWg-Y7G}8EJIa&FQ_1YROr|*^QG%|ia}khMxP82Y7gAg-
zm4c$8@yG_KXMBPdTp|8KaMJ8kkly807e64Wcw-H!2Xlmn@zh+lL+@ee&Rs%Oi?O+0
zC7%l_0KXkQHj6iXARtVLO~1$nIP*#lE-tI~YmX@^9Ba1P3w{Qw*?+4k;*nAL0Qi-F
z9o0d}#LzHW^~5LZp7rwQH^U0J!*Z5&AeTKS1u?;YV&g9}3WAwBNbGydeQ}8A<F055
zyRgJnUS_y@tOYuT;Cg7g5o1FVC;+<bnF?S9<5*bQs>dQm3IJ<*&`yl06dIgo^HYzz
zoT<eeY5!FTLOnR3`e)SQAXlqL6`cLH=dKl9?R>F=|F-9wgRHt;@BPon5D+tM;v4RA
zoqUix%w4qmJp~(0+0KFB0*ej8b=lqo=D`0}_5;v7IRb?5>Lh0C`oGq|k10})p)c$m
zL(?lmUnT7uYefT=aN=3sUo7GOy{%@25kf1a>Ma~GYk(4?7PEP@#)=>Pqj$)b)w!CK
zEPG%CPGDa*n$8nVG%aNy?-Kr3lM>n@@H<%sG?GXwVQK!On^fPS&F1JK%!%B>M))U>
zFNqpT>2_G?Junf>soqMb15}>3FPN6IWB3&WS4S%69P2qurm-c)L<<$8@l_$vKCw_l
zp_?RH`bWua=y$l%WpL6}X&-cG)L+eZtPC?%M};$2;MbP4wXPc4T9y%EBCC!vN-r&6
zX))YqGT8sb&}+Q84YmL!f~I~XvJ`0D7L%+M=|0lk=Mh0^{pEi0#|WKQ4g4&<p=O5!
zze28tguo?XBDBZL$rT*jzzW~ET;htPNAlN?OfV4&?(T2!9RL@orh^nQ4G+$65n?SL
zwWPQeOvoEBd#jEI2$84To@Ic;yhJ5%h@^w!1W4e_G1jj=-Tv~i2u^8B^?0~!w^Wm9
zHmHn8MJ-%y02`b))24Pwe`x^4kQ5&BF>3JX=46ts^-R$HclP79@$U20d9{O8w_nAW
z2^=x~>*02i{s2&Sf!%5>rTeuP#E2=cUJbgVJ68v36c(?#1DcBD0j~UzRd8g`aasr8
z4~}Up4||2+5~=m`WTP*YIpetDKfm#~bv@7k?yzAtgRA1W^3kJk37qOioMC7S>D|Ri
zy|Prt6{5th9Q2{vRsua)Sra{_r2y2wW`V73(|SHKxb=4Q_sQo!{FMPKGkp91{FV@!
zkw1UZ{I+!3HCf+pWyR>+nzL*6&&Nfg=L#CAO}A=p-gV}w9N{v?ENJ0zBIy0d!>ev(
zoMq+8KZCz*HyTkXkJrFTa9e%<AVW82Icb=atAPgUw<3P^`zXP_h`j%UEC;}|G}IBa
zl79&h>LyeP4AF8=$ujsQaLkxaS=x52R#`x|*VB&*H61Mu<AV+pCcSeM&rxL0{)f>N
zmK$2Wf@}3e+Qa`?F;s2WyWURSK*}6S>9SlQn&206nBLW6j2W1D*CM{W%TWsG)IwiP
z29{GZ@Bu_*u~LQGIRMF2(jPF}QPv5}&tEu_m#zRdyJ$z-pIoe(h~C1CDY%oEIgiSL
z0(zyVXK3VP{e$u}*8EkHr8H_UZ1pRGmc6zOz?9PLN>u=73JCy?;8-*hIAw@eeitm%
z<6+HTOsIY;xH|c;(j^kjr91^TpTrn51LE`h(0eVAf3n{;JrZxKSTIdAK?UvqEyUan
z>9dGoU`gIe0nw`MJN~MOdqWO_pan`tb@;$svK!gsBcQjs9g+Wt*qjdb%`l&VZ090f
z9)ct}L&K(A?=wTBlKp^Ly!(7$45lsH>JzSNb_ONlYu)Wp_K({D#$C(Cpls5j!EN^5
zrc>f7QIHf62uE(OMU<eHM?^(}Y8#`#i3S`DQZjdq^o3BiV3!V<7LctxE2hts+dN1=
z?M=t-n95v`F^%Ng4K>C4g}T6g9T1Npn|)#qAe3*E2X_aXR_qCk*hy>ykvU}_AFY`J
z*dOy~P1fkm1dS`0>F%a<dk0eupSl-etJM?OQzP7${%_Hmei>?>u+0maqvN36VNQ!J
z+KfTv?oj~xvkI2EdR1P3)skvo%`qAU)p6^aV&PP2SIT}uCRbj@$XZW>DNg>Ymk73o
zg@a`ZetZxXv?$XvG1d{GS1_?6@;`%1)tCB@+G4C%Yy>r8+JKdD{*Tj}b$R8UyY>dY
z;!lnGUL&k7wd7&a%mmzC{b414Yi$2&rGQEA3{c_RMCJOScDzb1&1^a-^nZ5cJ6+%T
zZd$JV;IRaf#U_>SR1+F!98~81+X|pf(af^tmxu(vG?A>rLQZy*P2P;K>UNI)?U^A{
z6+3~j16N;hMD>&0Ro>orKbqe9TzyaX4img)A~SW;<P>Rh0PoOz>7dWui{ejMS}vb0
z;=d_jxVmDHqcxT$v=YpH5+ByWA-5sF=)f-jgiL!Oo+Y)H0-pQ{kB&D~FUsZsHp0s5
z>!Wt+)#6}Tgutpul&5Oa@~l<TMCj$w;s*^^I%a!?kW0#M;DhN8ygJ@)&aapYeXC&E
z=}k@kp`$%gb1*rODs<Jk-@h`!`-e5#WTV|>p(~ce{$04GetN4J%Hu-~!umb_=KDA9
zFY%`^BDDheR$#ROfM*ui&k$~KY~r%o4MZKOY>b`k5Y3$Gr~*ofji4-wxS+jIr0zG0
z3?SYKo2ky7qz-ZCbIm_O#;?nh;RRWZl0FaR8-z3DjzC-sLITy1pW$#o7y|Z;O-*tt
zdSLWNm2-pgDmV_^c=&5CQH%N8&x^G8HetDU=~3)m75sM1Mx_JF>eTWJ)g_4g$euV0
z0h%BKMeNc5+BG&9GnayW@TvC99jZ9{mj}65mTEqpICz{5SNSwoCW~iTTlYO8Vvm~E
z8~j@%s9O^usHO!D()3GOx_LDXKnjP?-w?THX6zh(2{4gAYHl|*X;!h{bNU$E-`K~4
z*Oy~fI@0?g0mz0#7+{>PfL(B4YP5X6C4>;h6psS;e<P~Tm1?<i-+fbZj|wl&*Qb}9
zr<9hwA^$HK2BarZ3i8n{_q4rHGzRStPE?IA8Kx>GQ2Nj11>+eU9B#iGGr%&0>GVBd
z=PKt;XdYoPN3|Ee!dDD!FVyY$F=3|ggqje@_I*BEzHe=J`ymMeXKRoSIJ8X9Qq?XS
zoa1)2!y`2Y5Yf-hY!)VrwCA0|GoS}<|CQgK0e0W%#Q^kAi2<&IpK%yP0<BjWMeoDj
zAB_mB_v8nxTxx#(P7us$rMS}%p26rgB%04|W<3*4F@Dh9@skk>%{R(2R_EG(HpP)n
zegZrB9s$~a)p-|OKD_uqEdLYI_u7`cqBQ&JKJ*EUV-l=~rP^*<DeqDFnW(q=J4CA#
zx+cE)FmhHYy9EOW|7`~x)map%Ql^4d_JUn-uCq;r1=Gotx2zUs+hL_+nx$d;nS(hk
z_s_uqDVr6hw0iNP3x}`QCKaF(ZwB)hDRsr#32;Befc86T<sm(oz4u7@ySZFCqFgx7
zFh_C!`oBj3@|?ZdvNXuiJ{-Qbc(Z8_r}eaJ;P@b&GCwp>!E7$M1+<@1YKKq;S_{yY
zxbwiAzerd;NxDErxM0-+N<C5+O902sdPgt8)rWSr_Twc_H0zn!{p;cl6Eh*n#7B?O
zX8b@%n`#Dn=8!TtQBZ)N>~Lr8?RftDcKN<lb{xJ(`P_)NZY-e<G|e~OSUxlH5*fhy
z<q>uDIyl2%Y59xClf04Hh@E*CX6*EBV%-AS?7(T1tsR56!s=M>O<O*1!@cRSb&hN8
z8HuKJvfTVqC#y?4sg;Qp@Ym8ZmvJrzVea7cmVGgU{&-eUrSD2wqx|<Wr)h0(qwoA1
z)@~0>N`1`D9R*g8oRf%1u#q7*Qu7jHOvy-~Jr2v~hpE5EUv>Bq-UJ<b)IGteZtSDJ
zP&QFUBu&KHO1Ymjchb5Cmzr+9?ASqf`eHZNXP*Q~x4PDf3mM<h<W|q5cv|JstGoG4
zA6CNh@U8w@7UJkGwi*#aCMzhCKW~Bg{9qPVQxNC^TZ?MeXi#%AH3EB?UxFgxD!Oed
z@a361b=EHpv=_Sa5HBE%t>k<n?cTltQY=}}Z;H<g97@oY+wEvVD|wR~)Uu)P7zye`
zf-@~Wi#kZ;_s*z1|0{z}CjumH_xQP0?)nLY-lL%(96M6L8L-K|mGZrp7Y5qWzjV?^
z8>wBl0y(@R-^%1!)0gJG=gIj&?Zp#~fuRC59l^m{pg3dBM4LmgOhv`DXUrl+g*J~#
zBnGnqL3~ib6wxGrTFBnM5Z-kFYz(TNYf{$3N`G0J(MDIAy~hT^B}5?bJ|b$-R7AaW
z>vBGHBAxk;w!K^hpZtqk{8N{JL`uoa&uh`#0d(M46K)j?$n(&_(WJ_kJPIt>8cG6a
zORr88@+JUNU`AX;JC4<lF!$%|I@dQ@?EGl;-SUtsO}PBrXR(S1y}Eahf=?48eGjF<
z9e$Fq>yp>xHlTNOpHz`h;XG&(B^f|#NW9c<S5iW_G8nM>rkR+)p?R^S**CnK52g;z
z+%Pa*>Oj-w;~Nyls`#9JO8Sxt1%Js)vLU@5ID=vze5O3$v)>UIJi$YLZy-3!*n`ir
zKrdiKty!;3S-B14w0H_4q=7zu2<YYc7#&oIqizb!KKcK!_EuqSwe8kug(Ag@yA&wy
z6t_|win|wgcL}sWaVb(L8j8ES7AWrSgkXW-MS}B(_Wjm=*ZSAKu6?i%b1)@yKJ%7w
zk1?Ju*ROCF7r9G8C23BiWx>8yn~H9hXK(MR+@-qUL}=m^LzI;}A>Iz8Dw5iskm#0^
z7A?J_g|-^%&BM|r8t|cg(-8Eb1MZ=`L~2ca?~iQ=O?PUGZqO=Y&^{h%$rgfN2FaZl
zUgXBXS>^C-3jcXd^!KyX|M_@NN?fuUw6`mkHk@EY31z8Pcr3gSnx=ZU!KMnKX@#ev
zrl@mx5=w6Z*JGDEw?KmTU>5fmBECl|lq<R>E8@d>;2j^mX4Y%-K@6hhu_j}7pUW(J
za(RpGqL$F1y(k}hO=;NbJN6}ZSCD(g-x#*@m{b1fvd4n{W|{Rrl`>o|ukmm^i~<{d
ziU|SCWP<*#C0UfY`C6L2*HD2Rzs(;=4mBptVkBqC>}_35{@$VKX{G1)888o#4u@NI
zOIA-fzUn%%(!D(LeC1r<`RH^c`ZA6AW~icVS4edEj`5ry>_BcIxC$R&!ykjg1o&?!
z`d>orO7=9=N1i!594j(9SAvK2tR^_)$~Pb282Kc+Lnh<v@g>L19r548vHJcz%gBFg
zrw*57RNsJ)SVlSM3Bxi63hnBzo50%|17lpiXVs4%2POD~A}E{tSfpjyVE(4`w+YD~
z+T$|SUt$r#zcpZ_C;<;mpFT8dwK28G`Q#fYJ>CQ|Hu(cbSngi~2)*FHJn4UBy2sU4
z@{m`YEIk*gCJA%QH@J<(t=oBxi|rt8ElB@I>gnathx#8bK%*ojd?~<(7XS4W{`|Xk
zA6d8U1J1h-OOAg+H~gQ+iqUZY30})oa24@m@cQpJ`>-Y%`L4(>Zuk&M(?9369Tp1a
zQ=9)FU6N-1<5~Z?%6+GN9H!(P%E^bcL;R=20a!Fb_olC8(f>)h+<)Wvzr}jeU30B=
zSoGi6;;m211|8o9vrvIwzf)MJ{S!_b!an@(hhQtwww^!z|9S~geJFdOA*t{K&G82*
z{xOt_dz#=ey(34gtP=vUt_@Mdxaog{fXaUxhJTAB;p~xatvfDo$cJ&$p}||Bsp7Q9
zV2*$i`#>n6`uuNDdjB7<fxi#(KUu)$z*Z4aD2G#$9EZFMQg%`EUrR>D<{xu`!oR)g
zzuy)dFA{3;&=GR&^4zoe*FApRi(jHzh;2+bFZo3U?-Ht=Jmy;}7yWZoPD=;B7|`Fq
z7>tkJulkq7xTMg_?N@u^`o_T~vcmOg_p!&`P%D-<U946H6wO>ze0QnRXi`SyUSgRZ
zS#l7Xvd^-g7#}R-vjvUU8w`dBD(Gp;os17!fDA|%>+N}44=-%(BSUn{jT1tCIDkAh
zfMrW&dT(o8>>aO^td>}<yU*jDKkyiNTFK5}<Q&_dY6e#=#5Y_eB)79(3BCz{(?+x`
zf7)(;f^e=IcYw;|2Q;ELP-VPGr%mVSurotrf(dxu{Z;67!<|o_y+9e;fNOS{|8~8{
z%Mt(BP5dd(lC@A9ug({UUt?aiE!MfB<!fBC#vM<l%nZN{4B=>V_hTLUztK<LNj-AE
zp*g(zu3aO`N67b*U3<AD4h`S_PMfG&2OdRyR<wUaeB6IUe51^NC4G+s6VZE5?q>;4
zJ<CE4(_UAMLsAUdt(`jw0<btAW5ECYLjQ_Cde~LqUn5*aphfXeAON>s;TwAa13oT?
z7C-U7NZh|97Wn_@)c)-mfyF^8EKO~Ya?HDtg0t#E@qe|~dJ_Lj)VSe^e=FOl+tKyy
zDa@i(-0#18qDZ#>zbw0ZmTwbkT?QrD(kF&>GX18GUmODAz6r4o1dmV(DM|yf`TzYz
z!fV!&b0)xcaOih9ofCTZ8tj538NTz^7sUbVum8$_i>q*KYpgtADFw&DaCF_ST=YAd
zcaJEjDd@2&7Nh-_a>N1a@96S>9<4>PT9k?7pefC!{bmJn^z9msOAFG=spELv=WRjZ
zy7+CU{Z$_VZqrGtnfmkc{}A)1;S)?X;TF%)Zyf=L@7>S8{}}Zx`T%Ew;Qc9k@r55J
z|8S3w|EJS<{7JIvPWZhqfP`|%?B_R^?HDbn>x`e$<9mQhGlu^n-PWEW>oT5?ZCIVo
z$*4`;qxV+n5d{R<15PKOfzvWbcW2+1<*hJ*dj{eBDkSfrt_2Q?bLa{$F*h65dH+2?
z?)Kd3+gHiI)+Piue<RBuLk}k!zwY8cHY_ek-!8EKMeZLoZ(8}#KHu6CcZ?IuFCl#0
z5KugYc;-BK^<NGVaI3ffI7F!ZcZUd}7GsT0(&J^$U2d~h*I!H*SBk#<k0S%KE>j_7
z-TZ>#KhX5!J`;9nse~wVzsrnhZ|<PK8|vXAy8pNhWc`zF{t}S>Q%maG`+)-BJxq*O
z9taMDKi>9XR6V}=(GUxGMZnXodfjkg7Q_*N$@q_Hf#d&TS|D@T3$wNGb>w1NK83vu
zSS|JOahx=Iyu0^s3d2hG_{g{`tjlio2lVhCzX(KuzwfW|PdZ}#W1j+lf1-tkNh5Vo
zZ<?b=v8<dg$`U_Vs#3vXxeYl@5T{&nr2_5GaY=1|*$gKC{dk}?3L9LvNWFQLO!xfI
zfM=zpy!ikkSpNs&?GNtrdu697&5K=LVnc5EsLVr!6YWa>IpgQQ<>G%cW01LoP;74p
zr%BGaL{`lpyVL)<t!xSIr@QcqrjsYd;Z7Lts&IX@`p@6G_+M-=VuAzijejmXCOpO5
z1?89hf!Y7jlo`VlMfQAjYwUT+qfls#AN=K$w?s<h-?HBX^Dnaa$4uk#ETHA|<K>OM
zWg;ibLZ9>WlL&u!J^PP=5=007dc8hw{tXwI-~W~0;*J$`yKE&|){KH^>2VCVA%gpi
zkAUvKlu_i<qkrgn_9SB?G1<1*Fz1mvScG{ty;DzOWX`<83E=G#%e}yke6a(3eAyRK
z0~db7!N`n!mJe{${fHGl?c8(d;CY-`zO}19pf=hloVVQL>8V-@1k|@}iT)vDwwaM8
zjLeY{3&t*OmxVnZFY3L!CoxSu0tZypT+aSh638BKGK7qbml(WCJ>~n8S^f;-h5G)=
zis1FMgELD~JQdu?5aaFNXz<6Q@af27OLv$0r{2!cfj<B^xJwDfpEF@#2!vY|zWcNO
z9kBNQsUH7mhm5EnXO=>hr;lEW`a(6i6;I%Xg{FVkg5*C8_W#QH@H&;`k>xn_I-&W|
zND+hoU)Psu{8uud2De8C!)>SbbMqb@5UC&OM{tLt|9Qf{t3On>_>be_?Vmf-L-=c^
z_&;Ks%lF*o$5VCxb?p29;Z)G>vDnc6v1`=lN3NsFq=nIcHj(;|ZSPl`XEI*Jn4+S8
z?TY{9_L~j2Uy_zh1Hiqd|Jy<D9!=AVL~d^{U6Adr*X1=j48PgTSBmkcfm`sXzK&ST
z6p-*1WuzWtai)CuQa@->kMzvw;V3|^Z%<M1uu}Mz)c^T^wzP6je}Zk;hxu`OCg9>q
zYsS{GR9*CTwaO-xHadG1kbMCgtj2@>=*v{uV7>fogPRl90qYEy;TmJncz#1hzK8yK
z%dx#g#PFd=Ah*xIxR}ug#jwLTr`hE9LGgJx%k-6~fb79ywYS}Yd3OP@gpQysH%8<(
zYr0R?4ym(l!xLmwB4s43K;|kDJAYFy$;PZUl6shR0k>YUv#PhdlDjhppF+O|T~I5U
z2)_IxsMy7EWpawoeV)V*JxhpD&k(4M{1z3HkT3XFW#!`F>vdYOGf>ae9yv3E?zLk4
zub}2>d-&5`5%G_kyDzC|*G$M?*^>d8iwet=E!OC5()E8k^3N*I@JZIaUEeF-;}tB7
z93?BnIA{vkTyKC6YoUio6k4WIXqs>tR@ANb4jB{;R4YjCaUuLWT}}PY=iH<ywB4%(
z&ciz&ds9(#xYGWkH-@xyvB4hC+u#hvXEjjLX148gW*k20h1=AS4MqQv)6*{d#R_aB
zw%be}i^aK)3x1GG-$|nmFt}{JKI$Wxc4&F4)pxO5r2EzppC2a!<zeG_fQIYCH7553
zo#n4dOTSu&AY#uu7HFSkdX^7thnW9)P4}Z<3^l-6t@J=`PO@*HA|L?hy78e;mh|ot
zRsNx@ya~)oXNVzE8QHwk2a1%ujd%KRhQ4C7dWqzIJ{D3q+fo-+27vNS@Q$qdSk?)Y
zk9Ah9s2iMu+@YP`N<{>Qcd^%_VmC!NvG*}Hb$g?6E)$U15`RF8&n-O9!#arb;7mi(
z-TRTzumqut+;qJJmk%b^UzY|H;l8Vz@1)MT?rVMvyPqct&cHPzSsqrC+V0D)utJZ6
zeQ6NF<(A`p*2O%4_dI7RM$J}Kx5A<M;OR{El_GTA7~~4Yof%T<a=$w(5evGGQ#W1c
z0BO#F+!~twZ`tcCTXyp1Zu{XgRK*daN^OIiQ`d~hg+2dMB=>tAx*}>!VfNo?Z?AiQ
zIa&(mlKbxy)ybo-u(ng|_Oy*Q8;b1mxDR6?@gHzupeV_uGkb4=padPwGelV9drJn>
zP;QDM(Gg!&bpAG=z<qxZwIfMd`}}@Xl9%&t!1Su`LAn3+#*s9wzEAV7GT5-1E<4-=
zAic%-;_!w-;7(JWn)i%8`UJ;8h3vvA2Rc_lAb&G`7ZQ^oPdBWdZ0MG6Q)i2MUIJRl
zx!A1?6@Ve#QMaUA?!tk%os#?_wQI8cn7t{rJKr8g?k$+>v@z0A#i+o+d_OcU(e(GG
zsF9|U&`scVkJ6aSsBtqJz~V%8rtEYzu1?7_edlr-l0+2ny#(<>RA^F#IsXV6pzi2C
z{`968zVnO#U@i>qh5*3WCD#Gv1w7!4wHBuG*k@mpc{?#<E2eL<LE>E;6b3oMH{W{-
zuA*SKlTj?oJ-p2@Pj@<9v4N}pizw24+zx4Sl~PGWAKr6YPqVvS-TF;ga33}k!S~<k
z+vJo@>sZeA_q`DxeKlrmnMtT4r7wR;arjV@pfTmz?T)Bv#Ed4ASE1H{c-}oCm$qLs
zT8O?MAkhh)6<2V-dmCH12Toq`^_?L;k2G4@*8jLS@lvJT(6Ii!LMD%%Lc2-u^|h_A
zi)lUdstk~k#$((u+>gNW0NS57eDsh?-`v?neYl*ng~DkTedKhIOy@w=6uZLslg>qV
zn=_3LS1B4&_xT3byPg2idx^W-WUgsAV=-S*<Z!$aGn|g~H*e&s_mMca_hK6~ed?yD
zJ(Qf#N7zlskjFT`8II1(SXb1K-q$;f6kjPZt8yJ)cl1j+?ChVCFliP&Z}w0%@^5-G
z=ecu#mjW@;0L`};?Br<QN*(W9WJ^!!b3pANw6?evm=7(6(JlTV&HLFk>8GjwfNC(8
z`-(z<GDtYLMc`ydJi9Q2i;D8lG<$5Lqv`x9#G+gTxMS)zL_wj^u)@VQiB=kua54wV
zE~nsS_WUqRpM-JXsnzEX%NmajcZd{iyUn+Ez;Ex^rgq<|aMaph6XGK1HrA8^>ahXe
z${X;Vsh`h-fNGB$NX0n;O7Aa!f)cl#y(;dyO9N}{*J)z;80NBM`DuUfwjcN*$y|E)
ze`2~iJ#%W(JIW}aHS{q&EWe!GVw&ORT`qEy(!~5Ca&;*_^FkakM8Iq>u0yEg{%j|~
zrYo=8g~0Z@%WzEkuyrhxvG_{u+QfK$1Xg%2eeMz>8c<-#o3}+<47L%lbsiIsEs^cu
zGvWpnSsyA(^KWVxq3sB?HvI-bx_-6EtWeyaX`T0Mv(0#mk}3~aXuIk8^U~Jt*o`=7
zoEI0r@6gHJSc9vGiXOQ%6>TT=y1xfWVuI6Ne*s_$juROY^^|C*zjc^ae&qAIk9_~}
z!oEQDeDdJE(a(yT&8fiBiiP&=+__{z&PJm`-e=1leQd1vu#PgtIG^+4>14fjRdnba
z<`!)xJ~6;l#<C^gHVCJFAbYp@?!Np%?ZMyn8!^}KsPXDkUDh*tbg~k*j*I-$r8=iw
zte4joGbBu_?hfR;?cBpElGm3;S9^lf75*GTys2`Qz2}7}E3|MBS*<8v+f7jF?RlkT
z#@$NORg9vyaH_Orpr`eO&>8<E{B7v6mZ!S35DPSRTub!{r;`jHl^d4u_}34lxR{3&
zNMq5(iq=WMA!@D1nZ(R}hF}PGf*3lr)vpMKfbJ-M#hbI$%W}6MZiptpAV>P!t~H5|
z+qWbqz`>7-mU1%Ra@Q#d;KrG5t}%-YV^4UyHU0(ZeeSPtk<m$RD_q;Ic~Ts}lvP90
zh-pf^)~?sQVMA!JV}*2mSBJbOqiMjEFWvL|74h~hI|KPEHrkbK<`1*5aYw=InqvyK
zq9w}*9RuFOz8?lMyQ9)ZltSze4DNT06oN!#r<~aN5GS}Fp1^d=jINM$3=o=*d;b38
zA^*5yh;1j;`LR)^im2d&8)W<48>8zkt9>@h!cIEa2pMJ@paT_oWbbs0SFpu#vDR5K
zuaB+8(!YQ_v;B6&lZx!HIP_4M?_t;8;e&*8O+VA3KuaD(+tBS0me_8bz0|ECN`k#`
z{j_Ht-r*#bEW`?d^?!Y-`k76{=(&oibVep(?GW{y8|?%B#V1xWaiR;G_4h;hFpD^c
zie`X5&xz)YIZ!y`gWVJvqhMLj5n_IW=s1CgK+8<2HIC(ub>5r?`vL^MjUhkpGmF)`
zLayP<NVa-D-bqE#ri#?N<7ekn#vm<_%X!g5MH?4pZPD_>gLqs7_6S!V@*5N_6)euA
z#IzrcA-UeF6O>z0xeLl>h5gDQhz#OE>bcmes&cH~s3fP}_;<|p!4^C-%z@TNbuj)u
z?}~utxdq<}%eG9*vU9(D7~LQQzhetH!AI_t>0#%ZDJcZZyiHx|m~MB5&_Ov60%Ebh
zgi5!5jM;qJV3hg#B@jxyyF4n(_(jD#36n^8<h-dWXNKb8ctc97;esLm$9PSj=m^8-
z*KU2E;>s0<T$ur)&~6ajov(XM-DmNHc$5IP<5lremTz4^p_cw>@PfO|x0fyYR9lXO
z8HC^{B*=pIxvk_OA1d)8(l-`+ckqMI1L@My+PL6JV~z<CYIk4z4$oclo4mSHofW#G
za`4yz0Q<Zd?ZHs<NK<5}1&D^2ep2K%YsN#zm&^d9v<-r#jJ3*f6WsY9qVyw=3D>;8
zLMLZzrM$V=x04Fy9V|+IS&;Z!2W^_9!U`v)Q<~*^P{Y<B;aYG{W<kA!<H3~IZ1}Cb
z;6>doq4AW(XhXCeY)ChMADr-wk{Gdvi*48?GP%sncfTssR<%QOlLWuRxcO#Vk!X?i
zMYPFx<vFR%Naw7z(fMrbyg|n1J`g#n$N-hRM3>q@5hQ<@`8lP*Xm;g~5x`HCiVKGF
zIRN$YOopC0yTj~5?SKu0BUr$2nGf61UGWH~S8Cv0F?0sYbR)G0FzWEUa;rgf`BPt?
zo>{%>7gLk5@AMS4Dg2RMF|AjtCcJk0ZgbTWM287mM$Ijb*IKz!d?fC2T>ak%m{Ff?
z<U@qJqX^<Ut|*w@YgP?69omY^mRcmjWujs}CLv;ZQ~40O=QgU=2fjYsoAFjWwj&dD
zj}bN!sCBS<!=u7y7f2)|p`jBQnN;coHzONaeM8tTw8YV`_GVprIwr^CJY(HUsDifR
zEI;jZRQm9KsU<B5LAuyB*OiNouT+&GN)81lLn-Wc`Hg=N(GRvU|1rLgGMAk3_|ect
z)KS5y`wY&v7^@8fQpOuAbgjIN1oT^AKn!&P1V3g(olHl#g?*fX!FsB?J@0c3h>+hu
zWQBSwMr7FFu0pfQF2bxA0xDY_?{((3nn#$s?{Zy<6}5L!5`9SB1MRsCnV6ts;Z*>1
z&3P^1Gf}`^$OUucy5YzGAU=lpetDHnsPE%vLaQ0MErr<N{R*>~^me^ATC|lH$``SV
z$YTTPl=B|qz}FY;V6yl5$uYOG@1(r$)06$U7!Caa6r_8{jp&VSzQbW_Uq(<l3>T@m
zn{e_+xG_l)1<&=p$`ibiv71bDVv<*-+r3rLNq?sco~>~vy@%`-uv@{mgZqr);*Dp~
z8pzaPxHl@)CP&k&Xc1_&nzh#4Qs)Rp6y=zxb98qIu>#;CGLXbc15-_e{1}@n7DR8y
zpR-KX?IhqGmW$;qXYlG<*muv<bRs{^O<*KVt37_@+I6&nP~>9Lgl3B`;uVOr>ivbu
zbK2NpI+*BiOXsM`fh@Hp#9b-U3?mS(3Ykn{wVdcxAk0uoecu*K<wKpG=*RP%5G?XL
zG6A|83at0>&aOdTl$_`mpo5_-uji>}m$6%{f6zMI5jW`eDWEgIJZb%TY&Vl@n8Y1P
zs1HDl=6TILTjhyXxvPH%JYwM%SSZxGY(MS|<ZbPrU*o@+;oY<A?oiu!Eg&39U<5qs
zRZ6jkbxlZ<Ru9z(mz-&(BYC2enq!rlC3bUoEELX_0IKbWy$}`B_{Vx(7YFDX**bJ=
z1Jhv3lMAG&LZE_nficx?@1&ECs|NoD4-Ql6iJ+Tcdec6hX#3G_*l}b<$DUM-??NUH
zX(HK*yLg|ry;C*>J%G(nps3=!b*;6zTx<opy`x|r?dAXpwncuKQ!S-ceyv1fzkS=1
zh)tXxIOlF}pGOoFqTp7Rnr^+oFr3Ew(>s6S4txL;b<UGJG(FNeOfy>yH}?cO-3fvE
z-MX&Qi|extTd{(8;l?W#x_9>wBO+4EW$KEK^G;SB?eJ2aa@Vt8TBafOyj{+!(HUo{
z;nU6!!9x{JltR4r<-YEtH;1Dn0?nxfv<11D2{$w|+_z0lN`qwXg}&~G@0T{#!U~-S
z!yR@lOP13;MQSHQ%$lz@H&=+KgTdZi*C#d?`#}(v%U>BDzr$tCeYeaM=Ywi^Mb^ik
zmkk%g>d1cAE{RdW-WgxTL>+f=PRZ)iAu<P=hLWrIx_8um$;+z>7lnoet@MnHt!^cU
zleco-2uE6dn=kp!@XYk<F{O+JwXAvrs9UK;p3P=6?B~Pn5Wc5v2iRgiQ>P|E(xnhc
zWuA$oTw%Mkg!tJ_U{a{;@MM%+7B%HqIY*KhQ`<1aU+oC}rA;@R{mOW6pVv|2ef9kF
zuc2>?O!+WaZTvO6YSsfFu^so-J{+oN^9XBxl=0n&(Z4@?rM#4Q%l@@|*X2ivUsshw
zA4c-mAKg-!NoEpQ#uLpt!d$sY%tq#HV%fG5AA~5VI+R3i;%|;-%QU-QnU65MoNBv?
zbptp+cNh}|IeWP?MyaxCBq&;+_N5x#_t=!M9k{B|m8_VWVscHQG*QTqn2xp*b39j?
zl}(rdygv&Wc?U$2YN{uA>oil6`LXm>PIExN>o$j_Lj*ocYVAf88iH!3b1#|eW_d3i
z!x~KF?X0`a)GtnbauV*IY$v-+?VMV<#dcHaN$UlP7a=hj4)2u=E1p^|P*Vdv_55$9
zs9u=aRq|lc8!&crMfYz+XxQq9ulF1fWAFNW!ug1Q@TFIgmpWg3Pl_m8T_oP!=xB(`
zE$w)MJ)L@~{_cQ~%d}@8slO8zNwDNffTS(dsc=SWH73EJz<!GCz61X_+|A|aR!vy_
zfS0x>Sh<4b9dA7_$Mh<v+iIM`&5?0gRNq!NYaNR7>{0i&ZI&N-R0-x-;0>*2(|lIM
zk)WJXq0UI-M;XJh<tp}wiVCs?jSW8a5J|)Gr#dGNJq%J(<T-i&@Q5ikJ-h=ltvtO+
zev9M@>NI6mXfw|dK#}aJX;IRqBlJV=S@F>joKpHJ8#F3at=N5hw+S==_}&kxj_I)R
z)j69@q<-tSX`B+fY)V~N-rii@B70}?$+Oaz+AlU+a=E^vp~X<Eq2}g$8~%d&ov+bh
zu~ylu4Mi3wEXcBPXrg<E!~M#EmJKj?o2KPvv(Xf@!Ba;QF1gL!hn$IA*=^al-k*-5
zBu#&{mOu>hq<WKD7q`;FO;}aX+KajiUS0<T;gk*V*ToNFk2okgm8v%X1WfFdPL+*N
zEaDp;QPJ%w0c9zk5`lM34YJ05ML&SbmP}S5!@p#2rNF@(G1Us~uw|o}-DmRW-9vsu
z-voKv!bv4uc1IKrsE`icFB*82i|@{(etX4FogGSiaa>TaB<}_U$TiN`w#SyPI_=eW
z*o*I=vvMLH67mh+T`W;(HuOlP$&h2Mee|(SWa;r!vRibnGVaZ4E`W3}tM<_DhFcoB
z1RXVVmLKDjj8bC=_Ltp&3v#LLqfGC!%^hwN`Rh5lrk3gq)Z|(24@1$DCcXN_%!g4&
zT44ch>3LSZ_MatY#afTnNIUzH+drOm>1_7(HUWJcLKuE+5MKM<c<k{<(xr*CPIsE@
zJFRK|M(VvGIbu~Dyd2&aF>YHgH0h46ik=|xAUC#>0`qO8bmo5<;kO0n;>6bV+qUV_
zwakHZHxV%aqXr8nex53)H6waQw&ZQ5KMS(gl_M=%x7}8Pfd+g*{qHGLVcpl!`EsKc
zUrs8;vX?%A+`3VM5Fo*laup76_&ZKPzf!3wR@HpgInWk$HZFl&A>!iL($H;sC?1Mb
zdQ|csE&$;SoFE05X#nXY#zN{Hxx&;wUD3G2^dhK?hgi<YFm^L|p`Q$X_bONPJ3)6f
z8}&2&+$Jg$84LZ{8TE;BtdR32nbQ=gYq`zKW}CY)B5Tq7Y<Z7x$SB~Zt))qN{k?@)
z-22Pl7(ZwNcWe%z-waA<-AzYz??d7~Pj-y0b&huyd8om7WXs0Z04{qo2b>aY&Q_~l
zuvfl@uZ+!N#p=;~-j>Ry9}ZZIIvp%OB-$)LTzYYN7@rPpvsf%oWJV3g?H&3Jr$04I
zt~B)HMb5;s`Z+GUJ>)q1Cgb%_ukS(R4Z@r4MjaFA2LWy7$|s}+JruAFLDb|_S_SPi
z#6J8LGbg(@Q+YHsH)fsEz!Ysq3+~&fjQ!8XrbcdWU@J?F?7fAH9Ee9KvtVIN;R8ku
zJ^^tU`9tZ)v2L!+wQ*ylWZ6rs_=Ohtz1a@aUN&M`WFU{@C1%5BjfTU0S6;dK1{X8o
zX3tqX-m6hN#s1#!Tu0PH_$Qw+4vU(O{5EI(8dhgYH3tG|RhH>c#HR^N5zK;ZIcOw4
zA@|5vjEy<voQk)ig~X(6BZ2_mnDm;}Ly{~AUrT&m*i>^&>X+hK{n&l3)_(6gCJd`p
zz$<cTr?5Yk#Qj2;2$RDg5gd_dVCTsMfZZe8fhsk{OYHz(<~Ht<Boji!*6-Nf>?Wlj
zm0x{1|FAIL)hS(Fy&fX|d2jymv_e*Lu?w<hE@{9%F~^CtZ;7}Q7fNA9f?@-qXZqQ#
zkjqw_?Ba#i<c?p(%JE6owBxQBqiS(n!U3D&3tgUPMO%apiSYIpZkY!?9#q2bW}#l8
z!4>HFp*#$3iCDqZ1>sR|F3EVPqrOa=rfb=yv$YgfnJZM@w{9>q;x7Y%Ww*0$u?sr^
zzMa@OPQQMV@VeKdM_Z9Rla}xa8l1O#>v#vlsju%ayfc`zZ=G+{5189X`r_goS;O-D
z)2V-}T^>JS3R60D`!tpIAUGPf4VhJx1836XjlP=B4>toBk}N|8(O~Z^+&4=pvKj5p
zaKZ;e=M>?2;DHFuL5^9uGE{?IQnVB+em`~dMy!*`5!sk>V?Vdz77#09Ym2+V#Jo??
zbJg7uw?w>KxN3Q_O;h6iJ3w6iQz?23y~JHVnph!vH<#6?(;GhVL%<G^mJ0~`g1P(W
z`bYbk@`i`Dl|h1gl^mC@F^@wHQlsTq3O0k?O#gfL2ICDj5Ap!uH9x#mZ3(^MU#Q(!
z6Iff21PJ-Q0HSP=S(@#x;ZmYThe1jkMA^j~=eWsAnGmfvgaztrAJz%`E<e=L#I|*t
zDz&W*CM|&6+jGOwIp)9R?vP8a+<qBae%?*nsHw2mEU(AwA{l{S)kcV9uBwtWf1Ji&
z1TH{hDs&e^+1N}5xp{)78H%d$M=9FroM>ytsP~vNF;INdx%d3tq{;l1&3wn!bWv=&
zj*ra5u-(Lt<26HrLY1QGV0Wh#WwSAHrHwWkj1n##E~8%Afg-1IXpE#XR#{o!{jc&^
zsElxmyfBUqI~b__Jb_?b1E5l<VcUhTr$&M1_Gb%I;r-p+auACFb82D=FA$w{RfeZc
zs9!}?K`NS0U$kc^4gJX=_>CN{r$oewg{k@_fl8u@vRBbbAfjFZ2cpexc=2W8-LPt3
zE7*OB`@o~9OwsMSutM+RYEEaip*ONt!9T@qidB{f=s#@y!hvU0Nf;LK?M0SyG*+k7
zGggT}Z|8Usf*Fe>XPR|pD&c@@+ao@kFDmjER0`q4FJLHXFS1)h$y~B#bg|8IMY)NH
z2~(^H)>=^_@2cVe_um>;s>if+XsC<N0A8kR2`QhR$|c5Gy_DwTBzc4CPl5Er0G+)V
zPB2*^)Hbsa@`7np_3Jj?k&&RGJ+G$kI{(#_lIGNl0C}A)4!wO2@R{cdbcwFnQy)@R
z?BtjEVTtAzAX6U#bpARxfGCoV_r4xsBH`oPpi?z2rG=k>w&qk<js;D=Vczo~4aOu-
zK@YozGec5b|FWv8p19r)@284rnO=$`%fn)=W50z`1za;*POpcC3pXA_g-oiyy*epB
z&J)fRO(^OF1ashjd7|MZ)KnH1^E(AE9S3^CU+v<9@PJ6?hTd4=q)AiU(<R&~WNMbF
zQ)08<7T)bKCQOe?kIiJf@O$ZK`xAx;U5a43WmKqLodvoLUFq}RtJz8`BuD;sF<I1@
zg7fJd1iYe5L8B2s(bX1-EbFZ;HAoYFZ#Ngu1X}CbHRU+F#pDOu8QuId{|mqSHFzVJ
z`?7D|6*q`~Uba_|xp553^26DhfZr~mZ3hgXlo~`ss7<*pYmJX(dAN5E|4?C=dCIF!
z84Vx9`K4?!bs1h4bWj9%aNnNPvigm$m%;GqRv2jffUn#rT|ZCz%~D<C2yr=4_AmvR
zF}I>>0a`{4T>OJ_GpUUg2s01H6w)@}{bw=JYAI3mD!se0of%SP$2-&z->CR!gD(NI
zD%rNd5N@I$B8x|mCzeTbxyHiPya&_ULM?P|n=J4u$a|>c9dKn1A>sO9>MMtv_tQ%L
z)~ih8Ls3wfXM@4Ys?DL7)w(d<<d^xOgXfvmiS{u#v7!RTjvpKS8IivcV38R7>h^o7
zYGI<RqKJ6zb4Tt?o3xs$10@X6ZmegHaQ;<Nfp+g8#8!VE)aKc^H(77JT(8<hMiAGX
zc8yUtqFm$ZIeQE{e8@ddH{V$6lOg*-q_1Yt(hHe>`$8M-^?kH}XZCG)eikj1`K6`S
z=EY(V&=OG1Z+3Sj0$oO(f_I?#W9diaO)z3#jty=|X6M?)d!JI0?6_QWivrHfDUND>
zuaEN*Y0nV`w1e)$AbgSWk`|_$t>DGW;V5A*|F&&G93qLcqpa#1x`W0a4u0!rymqGj
z`2sbn7`?&Izc4>zyZ)|r$bYA=%pknXI9#AUX_R(q`Ux!4+1QwW`bE~-;j%Oc(Nc5l
z)zyW~Hs<n7_dy%XkRh_XYP6q{_<R{{Z~K!60*2Tij?)g7WRAb@&b+ne`%d5B4-_$G
zP{WN8c?X-^fn#F+L%gA#PGt!+hGJ?iWA%rdlrp@ItC;tZJwVirc)J(n6Q0yyeyQ+Z
zW5{ZTQ>&Sdoyc!up2&5z>veRl_#Zr6SJHKd?$gR;I_YyLrBi6Y5G^w;j#AJ`0_p<9
zYjG_*<Hy=Lk(K~$tV)dNDIBJoChRKh@jCn(LZK)VAa2_^>DlN&e3#fLuhlvSkE9uJ
zD4B}L9)>Ze`joQ?Wz-<Nh9*8N4N!O8isff6lCgp>S&^K<Na1UK%w+L5HTZ#`Xo45p
zZGuia2(Y0Fy<unQQooOiVtR%dQ@qaRP!=|sl7%h-I1JFr%F3tZe5=}=^kLx%On5yh
zF~Y5*HV<V=CFY$6vH$_8zoVR6=1s!U_|}uxQb%X<iJ#k(eV=i5xsH7R^*??3Km}cF
zZz2)2&Y#Jlq<>FBtf~kZedvdxhIfHkj2bVwPEAxzC2@r#s12_@HBFT7(^U$aPS*}*
z9%MZ?wx;{YGOeNWMH)=|A5hx!BE3tB4ruMuL?G@q>K-FwWeKmlGD%nsC4$}P8xvk4
z*;0+S`W=7wum=shw_XbQh9glct-5BWo%Y-?&jqR8w?rl_&<0=YWoOyxJI6SYL-Q7x
zjn~$iLS8ULugWOZkC}UnW`CTf@<IoTKw4YtZ|_5yn#NY+a-Y?7(vr1|MQ7|^H+cld
z_2aHRJk)IQd&Dx|`DxHZwA?Sw3!Sup`;|2rDva?Z)LwOlGiqegKOMziTyXa44tTh;
za)x!F;ooQAn#&o_%dlQrHQDzk*rWfVCAxd2OJP3K9?kFT_3QNTN4r+vjIPXu|H)im
zew=FR$CpK8Xq0si<s_`GpodFWW-7q(XQb~OnWa0gNj6)MVx2=ty*`ad?%rM0X_}V;
zbQS$iW{5pOIUCH`I5S*S!%?m$Xseze?5aJwo2<?Dn_FO&#tKh#Zc&4kb|1p5Vd}Yq
z8Ih2`P*YKy#q;*#jj`pg6KV?d(+!hR>muQFQP3l-$!PEP7lLfZ4TbV@w^xm@#v@s}
zi?|~^qcV;klb=1^cqe{VVhyI!zVW?N5<RNU$7wS1@_elxMqljtQH`_8uZI^7h-oPh
zz_-EJ`xb*#*sLXTqK%_|+RGScmKo&7+90jjmC{;M-hPK=TLIZS<-NU)<kxywsBX7)
z^FWt214iLgE4-=_yqk_dA?oHEaV}hMeAz(O<1BR`WUh>q#9+Tj!spR8uIEs}UozHL
z0)~*&Qh%ne4CuH4tqD*0{zP__k=W9{=!jN)VOs{WH!#IWKK40ls{>0DAYQx%a~9HH
zA&kW;J6A^i6x`xBx+MEPOxRdYHmVbD%<dWiGK-E+33bi&sxoo-xv{})8y}@UIm2K;
zi8EmNRXHTCkkE>APFcI1iMq9N*p0X%A?-HFH?+xc&LfOL-Q?AV^O-fIy&mg@YsZ8{
z;WH&ch7gr$<eNl_Yz86q`BHN_L_7_I&xQRZt^|At0z7ut+zwE}b6bhbv2xdlwn7oz
z=E)W32bmJzQs>{{_`;IW-`zyWW5RQV;u)3RrVwzmnP%&>*S##7NDpcjrLxXt{(-2s
zH!T-efp7Q{Cx484%NEU!6PF%`5_=Dlx`Q7vAC~lur3QGHL2r5ahJ0(STJCf+PevFo
z?FA_=pN8DG<+)a<#9jjTJ6VY7bNRPN2e9P%A@4OZEp2P0i1FIZZsSfLnc5_F-cpyr
zE|NXFE-ZREo@bF&L7W0693suQY(Zaa#i~-!S+Jf1yOaVTI*u$Z5}}xkdIG%3q&LhH
zD5@`&=mT<5N9B(*Ph*~{D(6hsB4ZHNhxNvd5|;0omwiQyQG1y~rGGSV`AS$Q@3*rD
z@Qu$U@?4muQN6nCuemT6lefx!VF_=cs|`BQGlFW#WtWSjZiVlr1kman(4Oe>$92BT
zM?rhF^OE>D+yxm9KSsYDn`6_w>&pg(Qn+N9Tb==&J`DdvCZ;zQXW-p<8HxIPWmrN)
zO-J>aQTi_-l8QZ#xH_(lfQS1VV7(NN-6CnpQw$4dC(woW$6E6%1TIIH?w<j((uYp;
zpu3-hObN#^zCht_U$p0#rf%zzt_qRQPK2|6xOu;Z_7lgbl1?Y%#Bq);=2AZ=;vqa}
zWn*n=j3c=}li&W8bsKR)o!xUzL#?@&(<anXzVG!pyfN-`FaIEgYvXQ=)5<`i#+F&8
zAG&Bv^v6MeFSgM8-ZgMS=^4FtS8{@@8H`9<_4Ib_SeABMXCpCUb^s}qc5h<Or;?{|
z;$f_r!t|P6?6Vl|rFG5@HDn=!x27Ysrm58sD=@?uNn(B?V~0Now6PHGN)ers!E$h4
zZKqyM>GV5?M#-Ci;U<jaH>;#8LMUE#o8dm62F4tHc~#a!NYrtlNYItjt;FxJT5fA)
zCN)g9UUYJsUqe=qFVgHbU^K&*gx!6l&SAdWUv&7fgCcZCGIn3PN73tr&Z2V>P7-?9
zQHC@A5DHkyh)sQhh54c5N_r<`1eGM6zO@%Dvt$%t@9v37Zr`PESBTAV=GuaAmw&zN
z!_CYc6Vz1jz(gXi+MQIPe^7pSS6Mfkl|e%CQs^oidCvSi5KS=h)^g!PP2BEcc~hR7
zvEOku)e6@0@Mt;~Tc=|ho6D1G)9zpn**h8&flh_j=liapt8v{F$=6-qW`ufN(|b(8
zdQao=M^b5?$>i4B?cOcpk?GOmPJo5Pez1`8v>`>gL8go9BdZ{47z@+a%}x}rd%feL
zPIfB@@adaf0TM2^*AgsOCn{>3)7sk}2awIvO3It3uPG#eR@D7IG{tgm(U9jP-m`Qt
zCIiaG!?LCNCPBm~w-J(A4wi^QOkh$>4m}=L-Ei;F=`-<&8&Cs=@5f6CtvVC_srz?A
znAG1rF^amDnF4N4lK1>|<mYPd6{|YUV!gO036ms9tixs8>{l>J^p`Zzm-ig~*UAqT
z1-egDVS{y^LeLmC&)k;!p)ZG*rm-?moju?WKK(AmLAS)jV?&ef`}<JfJxH)Mj!DPm
z=z~0-|H5sWI~dtj*28e8`qM`ujHgkh1#}$_2aQgKs@b155<N+znjKvwZFt5s(W2?6
z95-e@Zp`Pe<ivh*S<Mm~Zj1T4mv7WS^Coi}2=v8eNqs$e4GCz_r9-0v?-oDwoJd$8
zq%iVT21zv@b^6<U+fak*L&&;LU%CezVr9meNxnLxBnfOPC=k}A?Bt}U2-dkgfjBII
zmg4cHzPuQ7sc3pXO-5ciRvARl_q6jB5It$X4csy2pKirRlw4Xvdv4ogE70IV!K$-s
zn0f9Hvgk+Zg-Q@`XrnGTA$<006D=h|C0e>8A?{O@Q(0IoHl@M<39f{QH%AReQ@h??
ze{ew;L82N*p%cPu4V%L#w(r;SkqM>HE-tl8MYDB2HYps8r=W&Z^n-zKG4cbw!mES>
z%3j-7I`ulxiIZnsoXQDrMw03Io*CrIV?7N)KUeicC$?v!OPtLS@ZvuY@N2yzov`vc
zHredqHyc*RA<xzid`?ZeQE;C!bMR2J>wUk)YrmmD^BrF^oIFv6vKq&sTN0&jm=`~_
zUoJ7N$7^Gl0X5w+_b8!VdNY+8+I-#v^tV1=kZ9p3?M9M9oRFf56cI=0lbN8Bq;l1C
z!thy98~lvpI1!KMuvl_5k0?;=lCnP=SphJry>#{5=`?3~hKA|*X{OjezHGo*&7uiw
z!;nLzJ2G{qhIpcoi>@EL@yFPP=4{{(qPj^J59YuCNSm`O=*M=}F(948#dno!`Mjwp
zr%WELJV3NsO+k3jQp$<c_(Y!YHL=t$4sE%$42fDs8+Sv45^FkLubB>AokbTaB-rbs
z{zU8-WK`Zds__~(3e|j0cId6A5xMaFI}Iz%g~#s`-P{I&VU?UnX82%b)X^8*XQigW
z>pP>L)#!?SUlcHoR(nmHm;OQvk1<J)!wVS|SN_D(VEdd-P`D-h6AlsVSy1ABZWl-L
z!sWa?*vZT93>PO;0wD&*IBHu<>c@7yY-mIU#FXlr(0si<k{LSdVYUozJPvVmLZ|Q<
zf0`uxIfsqNvW24NsPVIi$~T-L^G4iJdG*vA>WGi>-xJ2j!MXq*#uQ<sL{>Z;3=IFi
z2FiU;+qqf+eVi0f;5``;_yqtFb^LOnlzP&o#~jk9nlsNF=PzqUxli`tJnu_SR<)XI
z?BuJL`S;kJR7{_6wH)UWDukDt>1<f1yQxZX>X3L=`2b6tHiWR1mSB5b0>9go@a$Jl
z=|=FW0f&MVmdE2%_tI^))25qSwRSzchd=0Oo6bpin&NK~D|PjvqCaME*ap#)6#bOw
z^(5X4SnQ>Wm_+dpRk-`L>pJ2@X$~Ydl0zg08gM}wVsCsGswgKV!=G4p!lC_<?5H!b
zp3i}5Z}4`%_-7r1DI+@h2HrQ?j??=lDQgY*eZ|+$cPo<F4swmldxwJR4lxU7XH$uA
zcq34BLNy6T7}wT+$!R2}4pYt2JREqN>qXM!QM=L(@0K{uHX{Mk?P9oeMUAaqNoJel
zVhBc|M=|q^*FLkEEB*`!c?&l2J&dEjFld+7Jup>Ls7jKVR<Ou7#^U+8UIdipE^K9F
z=tPmS;foV$7XE5;fN9j*xh;xUR(<QOoxIOctRb>0C*KvQE;1PYJgAg5JIm_ZIQe*k
z<gd;i!2z4P5{)Pu-Qlm)2`^YeKa#Q2A$tn_q^IK(YjzXTI9kSFEcA?9I-<St=EMR=
zaW$zAv>g~E9g@%Rad{i9oxzBoEC*E#dxJ<H5=GbfPQ(bIz?NEj3!=BBL}(sp8)ouO
ztvn-@Ra4Podlu*WI&EfGjINg+wjjS`2hxGxW6+z@0VR>U$y%I1MGdyay&-NwSg%5d
zuB@dxMv1zime`FweBIdhzC8Bg(7hJrSv@c?sX&W!oD@=V%{AmV++@;7CdKXQR~!)@
zBvvNhr(iY&50Wbnl6mf9)h`sFzaqb>BuG44TDpmKve%t$2*co3sQsMA@A)~;y5a7j
zZqtr1-kZ<lBbA4^VD8#B1KzSM*zX}{D`}RDEfxRmBtYS{tLqX#X)!-Iz_c|NHy(;V
z<CTIly~IGm2cK4s=#hVjyI6ID?v?K@3(&UWa#PPf+btytSlGAGEJ?gTN1eloeepnE
zIz<~OO}w>(Qqdfl3OrzK%JP>(SNE}26C`(=#=2`g04eG6BVn-!-SA1ouP{pr7pUB4
z#>z|uhQBof+GG^FfsW_fauC0GP3k$T=bfgI#l8ud`uTdJEa=$+v&5R=_miZh)~#6W
z3$&OvPkh#z)Xl<7A|VQTZekvfRHDmPP$4xOF*g0Q-e{7kYW=C}O@+Limxt(07c-aF
zjyXVXYoiPi4++Y+DE;Qg!q+9=Fc{4>W2+hi!P=U)m@aGcvmK<$Bmjla(Q-88$>>4T
z20(<VN}4m%>j4|3?;RbZA`@S4XeGXm^Z>G{O0wdt1Sm~yYLxAzi1!Ie;!EX-xvTj6
z3+9{{va)d1n?rjYNrOf18h;p{@4$Q{V-BKez&|6Ss`B>+O9!Ol0vV}772|7S(+Qrm
z3)Fmr+L3%dSR!VQqyE9eFVhjxp_%wa)Ld-a!W|iEQeOUPaVvg8UQ*%t$0qM2Hv79V
zIUQ-zcHE@8x=oZ9ikhS+jNaB1ox7_}H-%7x?Oqms%f~n^h_1aQ-X;dRHn$Wm=;Xh;
z>0)wh!7G_HQ!W`fz&3d<>fS4a1Ci0dWhpT2BEl(+JuONXDf_CcB;j7@XcFY>v@kjA
zAB5~Pjl`gnE0xo_M}{coT<UaFSU3g*`j1tp;NG;w4K2gR*npA^O!)3&<buzPhi^vx
zXDm}yx@jY<2o#^_Qm#{qA#>EYIbTCmf#IJtaoxLAj7${+V#6r9q>iO)<C@*Gi4zR{
zy0d*$%q+}!@p<AU_8AjJIhE9=i0H<iLJ4HO&x?MVDP|@5_3mnTL@cieE}x`R4+gOl
z=Anhtn_BjMf#CQ&y><8+VDT(y;Y4Bc=qfMw*IeY3YK+3&3k9g|pe^HdlVwl1Fyb2&
zWaSB3oVvr}Z-afAMx|h1a-YS?yn)Ox$P+~~@^t`G-#8p9ck<Ntv<{JJWTW`G_F9f~
zxVM|$$Mn9>;rEc^o4niDnw=@O_Nsap5j_6lJ;weH9NfS+Vc?eBO7iW1%4tq2b`g%r
zDY7;t0<FWRfmDR6e3;G`%T9Bq`L3tkN}_rmCNmLR)J&&xbMAP#r~SxmGBtH+QQt<W
ziw8FhzuP}ZrZeHWM=gMV$Bnv!9Q!p#gj+yz7e}pryXH_^QotY!G%+mfl|~k83OcWe
z@oLyHgGah(hGLXi1#it!=#*49LuM;8dz7!i%BUflS4DVx?tA8l+Bw5J=|)BS)L&Gf
z(iE|7+V3`kY>+M&N_BBPB8m0F?u$K4=@$nc$^|ji`qboF*?P5VuYZSYW!5w1_JRU@
zJ%`F)=V3Yv9%AtjgmJ_#ynBmQKqAFx^Q+e62c8KdDetZ>X6NM7LH@9d755EuSy;2e
z++~gkCd>we)Ti6`%#Fs+;%k7&dgTv<e5<(ZS-Ge%Z_bIH^eEBH4MsYU{5IEBQ!Y))
zp4?f>J=xd|o}~vUO|XZPH_*KzmoaDP{iX;W5vm9@4Cj-`9-liykFVM0sl$+CK(nA@
z<8-D9A8{H_As&-hmv!)W?c{oevXHAX7(t8c-mFZEIJL_C)s-(F7mCSOM8#$yb7`?V
zJkpLc!h&CPHh8ex{vJ`Lfv%nD{3`P@!{uA%DaG+P0XVFs)~DH_{|<RmVnlc*x$F7Y
zX$qgbg!o?6tK<>AQbeMhQ1!v81k2`5PlG1;TH;vI_nN!x!Kx##FK<M?O*JqqEf8GE
z&ein2In2fJkZSL4>&YRfSp6*$B-N4=EA-2~wXsT4KCF<P?F$1ohL#b|hx})O%3+H?
zpW&UV*T<obGNeJ-G|Q^!=@?F;M@3eCMagVP#}RC#T45fnI8Ex$<<-p;A!1e&g}EpX
z$-Bw)9g2POO{mpNe~+xRo|sGFW>~j?V!@Fo*iA2*l(@OYm~+PvI_8f&*A_p6rB8R8
zadgbg4{pq%8n}43b9yqNHsY-B(*Yo(a)twLRc@~EXZoE;eC}do|4MHA$!Jih^oRNw
zG&61GXSfw?UWU~yI}j=9CsiVD*7WknL?ns#S<Fh(5$a)iTf7eY4Xbw_Q%d|y_~jJ}
zS|j88=mlan8*E3EHsY`{ffnMX3}*;ludq|-;zQ?Swc@4I(M^Li4Zx-a$qxs$g;oW=
zf%DopGbUUTxzE^G&aWh}{fY(HRI&-C9piL+w!_;i;nRv(nuGZ{C-BbN4jeSsD)Gsy
zopsDh^R<8k@gG!W!e{K~`=ceyNynG-5>rdxG~edh@RoX}wp8l0ec&Ba@gVJIbIox!
zqgi{=8Acg@m^SJo9{^Ooe`UVt%judv_vXz&lrZ#Yo$|zfFamF>8(MiMaAmbCS3+0e
z4wd!L#hp89%X952qwhAAhM12mo@;vg{k(r;Z(#Bj)@u13#d&?7l+!1bXxq%`E14D?
zqp1RdkIVpH?{M~^Sll^XXTFIQUm3Vf4{yp3UZC4O{LF;9lGZo4kGQTxwth#2cF7JE
z{Gw%RG2ZN{D>zN(?3$9*gJ6F~Kryp;TRA~0V3E31;^oYxIMp=q;aC;>nm7&jSC+E5
zlzJ#NVcR=zJa@zCcont+a|LIr9|jL|*BCiiSVeAgw6t!W*Q({nUv=daK=*la%}W(~
zuhc4IVbr;GAipu?xiUa4%aIHBM*!azLVt{x1C$iUPTrG7V2dF6C(3VeS=m<*r0OS6
zu-0WI#MGa4$J{d2%I1xxCI#@xIGKpv-P)E1R1A@2$i0$%bGKwGKm5JsXSJhOa_;)w
zpdjhzMkD_flRU0~ySf>K?j1)(t&n5>wkM#ba~o}`SEJ7*<fneTz`8Qqtf4qtcza5~
z>W&vH+Iyj1#Hu%7iEPphzLFi-F}Ej9Q!a~{e)SbAleqj^11l`?3CU-rq=1wk5C%FK
z_kaNzHmWX)Qx#Sl!4r60PR46qKjZkiv>MRoA%Ebg+L2VE*%X+^1mZttSenl*8FLLz
zE&&dPJRzB~=7KcIk2-#}z9XlSafJk!EuzAk^>A}_<Z@(O{AX7`a%n`XXrDz~yGMq&
zf0$-7Wa8iqpm*JIS3qizo}ki<m%tTd3`&Pge&v`d4Gx5*I7Yg=<ZXED9voyGvY#y&
zae?%AV)%b6d(L;7E0oX_J8u<uPijki^n61JA8uyo7|c0H{zPqgwfp8x29Kb;h@ScR
zU~P}sT^)Oy-|mE<&w9z>YNml*CKh^*<(Y3}Qqz`EY5j#cj#2s^bXI7A=fm8})px<`
z{-6~=gL{pCvVcdxv+1+fjWuUA8nZ*`@rb&<byn(qxYejrchxsz_2ujZ2)}J*Wfl7<
z&LPTUZ1s>#O*pEzf%ZI|nUM<Y*wOI|+8q8hJKf;0u$zj(`=t?1TU)?t?Sf5W5RxM7
zhMdgOo`_@q?(@qB_^4RdGq{VA3jdsV{3!gLAr}1oXl=S1V)egy+IrE>%jItVNQ7H-
z&G1wlNwh<7;cu<=PmkUVXmH@NL{M?ioj7aGZ$pWARg{Ik3LlC#N#7VitRkgx(}{hl
z#KJtck_AR;-!n<ji3_ehc0JyxN!ki|i>0{P19N#1?*b8aZWMv8zZwgJ?tbspX;Q?z
zf?$P`n?1BR9H{B1Oy+&iN$cmr`dug}{*@|Ld1-~$Gvd6ifC+(2)kZ^<A*lEBgC}RJ
z-%URPn~@RDQ!E)S_zcb(v3x50T{VJoSpK({bt4hmcNI$PWkr5cPo%E5LHF!Z)5Fvz
zLAt-2DR>&GM)4K}D$M2##jZsHeZts;Pxd1Z<4^Zm^3iSjbhYqu_r|p)-yuwje~PN<
zlTvVpZydx0h~otr?EAP0f$FR-G38|o_P;dSqq%`LZi*ENBvyOFGcVLEhh583r=xd?
zC=<E;q5B4l&QzSzO}ZU=EoQG?iC3O2)rmH$DGIcY^Y2d8=(^!!$z*<tI^HCL5=gv5
z`2GFKfzcyD2<_;U1ZZ3oSPP_5II2=nV@5alKkZ!kKa^b?x7LW1yhyS?W$B@mrED`i
zh%hQil*aO8XJi`;BT*{E`=rHQ)XY=1BI~3n$&~Ce!z?BZ#ySkLFYmGRdGaT`pZC2#
z=g0e8=Q`K<Uf=87=eo}A6%np)5gr_oV`S_jyO6n>XV$O3?>77pk3tGV;M==pP|)Px
zgn~NysPeTOdHWfwpuncuagZqJ5ehxX(&G@)qTeW#Y#kL}-TY9qj1m$(F<wEReL6xZ
zci2`a%9u(cpm9d3L>xmLSThmmR9884Q9+JpK9Nh32T^$0$GhT(cg}ZV=+lCc*-ytv
z-dL|#$9dn^`{30Ar|-bLjBf;<#4di-&4Jv4aUZz0m%_}$Iu3{9&$Aq7((E+>SY;l#
z+#gQVZ2!&(n{^{|zSkFpaa_&XD+c?Jsjl<UEaV}=O7e(aSiuQMfLVuAocP^A;{K4i
zRqxM&gQ=cf3NNXEMBY-Zo~fJgnaG)6tDdKBPt?4c@j~p2z+K3#Yiq6V4%fC>;A(hP
zvE-2LqlkvL2{6iI7f~9>*Cm%VHg+bPP4qVQAX9s%qkS{;^aXL;#7~^!N(n^9c=HM7
zIZ?Gvd0<f}1QgH9PCY&YL_WR7b%wJTpNR5v%w~eJ%yPxRCx7sP)dFpgyt5gb$#g1f
zAYL4@y)5lwbQXFSeC~v}9c&8bjX?N6pYCx9z%Y*$lIT*sChe%vfEN-i`2t_VP2ZhR
zQoQs9NO7(>2-`7<B&>Qh4C!u&HIX~R1NHCf!!|x*QOdkij38=l49jVBk7PjLvq=r3
zv-P1q1f@$vZI;7W<*F4ZyaFz>=uiPc#wkwE44@O}e)bg!Dle6E#iMM1tu(;)NR)|1
z-d?xShNW)7vUkI{vt}}bEuV}Hpk*<`YYA|CuA8N8fRgIn50A&2vS|1O!;qY!IZ9$c
zD&4ChwEJTceW+8lx`nVrl8&mACs~`sgXLZT*0PcH$+FnA%ElxV<iGJ-Krg(hwL8JN
zVE@cD+)`tg6vfv4&Dd$nanjo=$pJ)xqg%t!{$fJar=+y$7kH2cW+!&!tC|}8mDZMg
z3pN9ar94{9b9Qr!{L^A0ZLUR(KYn6;Zogt?UcHJK%B#ZcPzxvt7<plD@IK37<WGBS
zunNj}KJU*&)?yloOHdbZ132l?!u%qJTO^?Q-&oA-Hx2fJzr@FdbhkL<A{xJlS>D!h
zk~2oqM$Xega>tfbU&`s$k`C!#mci8fF<yP32lgNE_QHxC;8FQaPEr3xz>f~#CI7S(
zIM37P5-Q(a4H}gQOIS3r4d*}g0D5V)hi-Kui&>^4Q7suHUJ2?@ZwoYW=xbLJc;oe1
zj+!r+;J(4r2u?6OyV=eYnDnrwZK0spFLPJ+<&%kY{Yy%3NK0p;nJvy4xUkxBkPNbD
z<eEPOMLh*&Ogh$zr`#i>YZmm#RerYQ0wX{BH({@8Z^FrkcvKXD!dE<heE3IOpm|CK
zpP>^cDZ^m=4^()(xc~T`kJ2GbMIyn~)erLej1GI(iZ*80cebDG<5cWJ!6Pb`*x8XY
z2T+k!icZgV5Fc?}5~&?sL+)P+K)y=kLdm8xZUF6HLOkQ@j_&odb1J2D0y-q2Gik9c
z8XsCSLXVCciSk3E+69R9>O1lxX{iqE2l<pV`C{N-awh<2?=f-6ge{<rk$dS*kI(_x
zaaQPP04QSqSN<-K3F^uUb>}|a_hSTv1(?Kuq(UE{ELOdB+E~O)rHNTs%p<RzM+u@J
z$T2+3nIK^N0;pS%l)#nlhR!0-w%nrcoRdV%{m?6Wdt=$dy~28xRyRv;Bn1e~>@r-T
zo$c_+cC=7yQb?Ctw(6CaQ+zYgSXOjy3+zMXVfd0BUbE_;;d4O}+JzNg7#g+liP-}S
zw63<oIqxJiIOenmWiM>(A<EzP(@6Iqzrnzz3ZB+!v0t>}7U^<={0=fvI#(B@&I?|C
z(PwxyY2qSVnmwa>xe=rZ2|x1%Ddtpm30JVRmlCl4*ryQVEmD+^^YyF-RH3JzOVHHp
z%R-dwb>TxSeve_z_Q+FUSi`KnJ1w_NU^1QS`7jC;WBO1YpD$<$yPRynl8Ctu2QM4t
z7$qULynNQgdBJCjPD2?6F8hz|(Xlfy#dWsadFO8pGn?}_sHr}_MH}<PccelpEp8~t
zsZ3Su68Ny*vnUb;#&?zgt6iqNNq_6y`jZN+0Sn*+Uc(iCak8Hd2l{OLf1m#f8^{^+
zL@&)F$R4fAvkjTE$CkXoog?~7Zk<ZrnZx&)rOQiS+{w)Hc$zh+%I(OvYvj!4E_{o%
zu`0<~%i7?v6kJxHy02r)ieE!w1$|Lg9TkNR4Mjgxmg!Xap|?qCFR8%C-%@Q}sh?iQ
zsazJ{8xaghq0o}()H--lTLkOf8FtS_U7}F;X#IV%S=f2zJ&|ns=+OA4gxxu7Stp@Q
z*xpKkxtkrw%{g;eMIAqQX^-NOrJu@mN*-d$Rkg3H`(>naWDe)bBx0k>BC<v>Uz}$_
zj&Bsdf?h(d;_XBA88!MNH5bkq&Pf`ce7g9Y<vtq74vQAdrXo)6mTKk~-oLX~aWHJ6
z8L}$bqEM^SYO@)lVQ&utZ${W8Z&O-_{pnW7pI74IS8u-3kEqRmz_vbBp_5I0eVm%x
zpJrOC@eVl-tzE|3>!4^F@kF6e*{E5@q8IZp`*w^@x5t~d9)i725LcXHccNccmlqrH
zQ1eylyi!ioXRW`{=}}~<env54uO+m_;<wBeA!$7W?VA&*S~peCphC`_4f=&C05?=J
zwq}TIaA%CwnnJ{5?jNABPZpZe$JO>_r-{J%7Q6C<n^H*d;D`y)dj;%F#Y>iKV*f~W
zR1NCL6~laskIpih!PiF^_zcORZpmI3-VC3i5C()i)nMs*vxfCPI!ISoO@Gt+%7b7~
ziD}8NbEfN*Few&8+t=IsI#3<!5K9rix-wNvII4yHP>YOg!6mZlAiJ=sMA4*#hr-ca
z@>h-}d2d&GueS@Fd+$9~#B{=~!jD@UBCP-3_LE9P09a%+PA_M!2P|0c!IX^PV1%r6
zL4vT^qtc_bv8Vc7zH<}?!4Fne;recoOl;G6WY23%p^#bd5q`sb^W$e`oQHK;J8-QM
zY`ffiiFMm3H?C<t&`mDe2wf&{IX#zhaGqC}`<c_;5L>Sno2S+FQLVYTHTQS?xk=jI
zUKv=cc@HSe_Mfywx_d&!wR1IkKIHUP)P{UpnVl+aNB1Sbpvs#B=m56CMg3r#y3T?k
zdp=nwlmygu;e73j&%PIOM#jZcv*rgwPKW3#Pd;$stFc(7__w|kC|bV3svj<m)#^uJ
zYDoN9{442(j^#%OVBe<Rw;Umj#*r#}B!eXCFtOtkdOoDWmaEiq2<{a0z~(^V#vlS@
zJCiLo)*{rNhvWUcij?`)$yN|EX+f+y@P%;4^hs>lSBElX=KdaKfF^yK>hBlEn~?mg
z&5VedIh;xr+BDQq)c5KGyMz+wCR8Yk?nJ&(^fLhIgN>S_;FjIV2Gge;1mU5B&k?tY
kzF*__S|8s3@jfxD+X*&~x>>I-q;rAC!W3>&WbAzXKlrgG=l}o!
literal 0
HcmV?d00001
diff --git a/src/group_evaluation/test_vus-pr.png b/src/group_evaluation/test_vus-pr.png
new file mode 100644
index 0000000000000000000000000000000000000000..e32075ae9463b95eb96a85416ab666ea70d5cb03
GIT binary patch
literal 45652
zcmeFZXH-+$+6HRJSU^BUr7BH9U@IWf6=_Nr5v7E!G!+Oa0-;+1C@4r1kuFMyNDVz2
zHX=0^dIB*bgqk2NbnaY9+`7xT=lr^3+%djCV#-=`t~uZGywCg0JTx}c*}3h&wsq^)
z?L4cid4AoxjpTLf*5kHr0q@)qcyA8=tam@Jqp_}_jc;V#I-zxEHBVna!pD=g6U|Il
z%e%bwc+PGcIj-Ac^lEGLaoy0gt=#92-`BmmPfmU?AirH?;C%G^Bs<jE$Cd`B4r2O<
z$Y&Y{vbE(K52w-BY?l1H6qm;5)JXpQUZl3Fl<9@}Z`F=THC^7Fs|7VFE7ndE`rh8&
z6<;^6-+F4@hFy2oZ4z3?`tPaXO~-YS!;gB_|9p@2@tZ?;Q0_v1zhK>_L*RX#P0#!O
z`N<Qv@P8RWbJLT_2d9d8|1tJDuC`-8=J9h%4<4-J65zb%x$z&jI)zi*^5?|=ynvJQ
z6i#?UE8?G@=$>r&^ILyDw9ugqx=78`o}K@A-gPj_zF(Jyd99}AI#|S3xvIPWxRnr@
zZ{wf0{jscfA8ZvObKZ4O_{S&fMG|d)eCy|<?c!W7qH^fN_?EwJ3m6P6{*Hex@&7G8
zb07YHwD?^yeMB|yN{brLn#!Bqr_8YMq~}w`^Ze^MpB?k9eXi!7{9JBmTSvJ`-JLQE
zcZGCs1HWNKdGB%KQd+;%4Jt?eJDJ=YDaBU?#N_S%*yM4k;lyauTmSq6M{Nqv?G#Xh
zTl=*g$uU9~bYz*$+sMz_EWd5&Y(ogBy&hIFkF}o1O2_*O2}Jiu!%IIk(8pY5O4}61
z)~d4Yu2z*CHnrS(O6ceY`E$5e+*vhs?0UOibn9GVyPq<l?O}rPZocTTQl33pZ059m
zoAohqvO+&Rr>(~Ck<Vl}XO3yZiJp|P>TY?##O`!G69wLuxg@?M!uMVqGntZ=63Ywr
z=T75xuGLt`N#*$0{eF1%@|E#o2||frG5mN|U~{Q$W)8cHC7Ta-MvlMX5xsKDzT8g;
zGkfz`{|bNcvxP%>DHR7l=lW8{4GuV}h*hk%k!-)>^Z64g)mI4$*())(S2-lYLkG3I
zp}-OV+%Dko9+NFFnGH{k+x4Eeb|s2mI?_B?raFz8UZOX_AB;>SxJ-1ujC4(NBh+T6
z_h&S+`&#cqc8H#QL3V|~WWsNrmq8?9anfW&l$1Z5FLwEp*`CJpPu==>9`UKZ>J=8r
zX(~{fuwO$&iI$0-D<@<faEE8NwHBTq$*f+KTDtZuHQc2P3R|g_Amoj5-S!iNaj<9I
z<{=!ZsXtfVST=URcPBc~`CW64d4zOr@I~J~Ik(Q-542AW`0)y~+0s|#@{5NNdas1Y
z^(!yj^x~T8^Q|*xhGS}Lss?vHJ~2_C!=syS9x7^K7O9Dg&5@|OO32EHk%>j#9<a`$
zA{6e2T`xXAc*y$9?z%fgPyo6ob_XT-DzWZClGmfhd9BZje~ZAnKP#;LQnB{1$J_on
ztuR;gf`RAtYpq7@Jm|$&AuiA3_V<r0*SdFScDXrHjAg546zOIyujPu9WIFSTb8-Tk
z5s$qt`j!%Hm9KlS2TdQimrv78xrK}DBudp-Uw`j)@Q4Te_q~$j(<!O1$kZW(-!U%u
zHMvu1EmiS4IRvS^fjXB<E0G}{#=HtEu2mm5o_{pr^PKlmx;FcH^T)|AT3nxmb2?@o
zp3sXb);Kos2)0yfke5)=hww{uA<HkD2}<gCsC{^@MjjVW#A2RxPgfaG)W%z8932EQ
zk~?h|8>B<ZOj8Q1lIZb0;TLpF3!bTER!%sla8on$s|{=G=bF=X*l#7V+ajFHcS_Dh
z*Y60kHVfZRQT(j<Nw@guZGB{)kVo`sbbyW05V6+$ut00&hM|*g$!O)09v%M*vgBY#
zZP21!F-aM*80&*v3~RD-n!oPl`)H4a4UR8!ZfqOIwzVh1d#5{wZXfV9^Vw=&eoAQ<
z0WW_!?Ye`ow5sLfim{JJ9UYyO(KVrpPjlQ`_sncoBivuNDat@-mWwLp-Ns!=ooq08
zp0Q;{@kA9es!Qvhxfs#O@KuewS2ACc_yvD1>&f0K@4AdW&6a=-#jd6Y`d!p7^ci*|
zusu%HvgrFObRJ<dIL{?Spv*<wg!t4|grP3a0NlMz6ejbBIqh?NzSnWjr4_`)u!rC7
z=m|I8rt3V{mvGJjS6lqdNq-dCAou#F|ADXFcDB6sm`HtE@k-yN-Cq$lyIaOy*x0-#
z)YnUS=5qOdI#CnuqAcsq-TFSbfH2?qIiFXCLw{-7lZ&ciSTj0-!5?b~b^qgm;9ZFm
z+RI13Ty(}BJzKu&U(c??5tfuP@cM&jxMkjgDk3TU#`sF<bhU$ECCzKeEY@vgzLdUJ
zKeKW1UA6U{l}GJG#c_+SnC$h7%8T~cgM(#B8icte-d2O{*?}^<(}VL#PDNMS1Q8P!
z<AoPur*(?<-0eNRZo?I>tead2{BKovi&NI=JJLK%L|TP!RT)Q#5EUPNP83;Q?ORA_
zIs4-BXR)u_-UJwpA_yg<6%0C@>QQ*9W!Ja{8*<lv&SHOTysdS=l)Lce7hMMI6s^#%
zpt}_Zh3)k`R1+Hv(#kyGr@Z^}CYAQ~1z@^<Gp7W(A3HX*M>!y*e5o%k2IkfLL}}pj
zZ#Q{|j?_n}hK=j+&DIjjF86gyUNCY@P>zqE6ZGy`C%@R%5Yu+g3DI_9Mp;Sossqja
zp0ne1>|9yYSJJ9?T7cp;SX{sv<MHb7x~rl@+RZU%$CcI5kER!@R_G=+fhz`c885@r
zg2JBKk$9^7)fMW;yEc59Ggvw|aXw4%bxQGa!A_yG<#EP7^_4aF>0Zxc*pIGj)KZzg
z)dY-RZZ8cRK{-fqPPi&UB#OB8Yu+57sf28~X(*Kun09oNkg@F6_LDFfIlg9ZuEV!)
z(!}-$1S5i^$nZ0H<DV`a79MwOtDNy)(n^YZq-fMupSU9_ZSchL)9Azko4Ikf!gx1I
z05OBRyP~obtD0+b?E>!LL||fmZpw+0uGYs%an%)#FN)!xHs8NJoo#HXWSjGBpXBYx
zA<8j$0KIgO;Oehlne)L_zF|Irwj$}uj*Sx;J>dZt0byp&wzjg6LeEHC$%s%qG2RpC
ztKI7=I7X!B$lLg+!QU?^-*={5?QM#1?hWBnb{#saz%gEEsV`RjY_(Epe4L9q?pxDc
zUT;*`knjJj_UVMpoGQHUIQfdl*!$Bt^#WCwjXu66q2{VqavX3qi$^dCTYP$Br!&G*
z0^Wc;VKn15U~LA&L_8{T?ZQ7uz52Dmbq&#G9uWLhugfj~t=!_7Soa~<{b<E(g8UiY
z`8~VtoHE{YUW$zPWY6ZbsoAO|up+>=zuvPw-p&2R>#!@w;@wsV%XWLV@3h3E#LUdi
zY<}WiP@R;PolA;NBix<v=<4ylX=)9lN8Q4n>DZ}2@k|u=L~l1$-A!<^ncM!%$72lP
zMZP?Y;qmQ)M@?!h-4d_~u+>+0@26=!H>Xg%Y)+po?|Q!(J@BTTp!TgKhf6?n+)M{I
zySmfWH}IQtorc27c#720H}|dvw&yD+U6&QR`VY6e^7t4ckGTwb5cd#d*pgs$f=$A{
zT!|_n5u(~lVp!%h@{^0J;LVT4zC5{WpVMW+6~F#I7To&*z!dMfdS|Qz7yPh8qJ~9F
z;h^Y;px(|#qbN5Fc~~rXf^rzcX>xw0y7yCm*PhSVs={JHo{aEM^6@ES>`Obfma5lA
z1@v^0#?Nt{LdNc}mln8{t=XLBXq~{5Are8cFuGFwZb@>z9j=f1MVYq4x9^B&@S~LI
zH1lVQAs<%;U0t(BWGOC~`8c^mi%Q*_RGTOtM{g{Te$dd_QQiZHLkR4f&r2Q-I@?y}
zULPkTF4M1qe-%`T!E1{y3fS*fvE<=4Uhd#*LP?ND&%qJg<xuw(f7!+K%0hFn3+~*X
zat*4FlLHnLg$NbT%5IINyqvq0Ahx>%#k07x{?Vb=Yic82JrQ*paXQc(%WQis^ycQ(
zRj%7(XK^8mG$qM^Pd7ty6U0;!z1)eeRu{BzeTZ%GK0MK|xW)C;6(sj_X=A%7WsltS
zgkLQ0(2)@f2#s{ZxZkh!wi|^HXWUtNu3t%YOE9z}d3l73ic}AUa$|RFIL)bBids^A
z>z$-Rl-8(`-c=*gNF&u4KC9O)Cn=@|8CoHDJOYBZ>4~2ixpTtBV`(Q(E?ctS=?Z%%
z(QLO)>#pl_i9t6`r3_ek(dhGs=k7Iz1$FiL*Z42F60T?RPY-D-se4I(8LIw0Qo8n~
ze!1KlG2s5oeZd_Sx}SF}Q*$f15c55m`{p_K$uz!hFgi9hKp)aPMwkgbgZ)0{d<N@|
z3mbvr8y4FfrnhUQh@hDIj67^o7`?b3t8ipl0OR8ujNVJr-pOm{dTIn))yhE^PB*+R
z?P*wUzLEslk*NLil}GO+{^-cZKfU@HKl9*fKsssFe--DISFbo5&C}9cA&Bj=3o7ug
z&fxBeu*Ejq@W5w(n&n72vu=ZY^r;+CD~0U+;e#rTBiu2U9}*|*>{o~U5_OJ=pIAyd
zfBnh{Omvoic}$8Tc@eYdzonGW*s!Cj1b<)p_My*%vwAY!7g`!CKh!72yN`I7e3dV0
zaT$J{9o?T{xiseNer$V*nGSm*PjHp|^$U~7Y}yV|=eBpk`;;AdMr1vT;yAwEOEcC#
zNts%Bc#J!&qY<_Am@*1>rv7pD@j)Mw&p}z$>WemZ7d=i^3Rqb6bw?vC%m&}xBh(ib
zlfGXa#^7O<Nh@Wsme>pW*zt><{cL+IzFSr<Ke%UY%tfV_m(q+Pc1`(c#um%WFalTK
zA_v<2A<0%!AEw~pHrM=#HtF8>!Q~rWVKLTCVQ<^C!7;E@bGbZIQn&A?D>X!|EE-l8
zO4Tc{7Hd?L7{FDiP#9;GaNMG8X4<sxVw)T;v$;}LoQNN7M)Yt}_(W@5rmajcS0aWM
z`ZL-B_9_+1zFuQr@$x_4iC<ra$IA^S+0T+*=|t}4J+D3Vl5_<t6ctd_RW0MVw3O|%
ziwmJHP?M~j-`p*@en?C&001`6ql-1ayR{KMANzO%?@(a6nK(4B7??r|lgpNR=?{Wd
zUzrO!VrJZmTPN7pL!`R0kS7*3=A*R4hHlus_cI0cv8^qrgNX1{j8Mm}6s^1<j_c6v
ze*n#8JAv)|OIM1wpTn&PU@{WBT5U1Bxj}6<ZSLpIM2WflvroMJRliUa$>-I74+tT-
zhgv@Jp4AI#<AFD%uT<OB+Bn;o>w{oF>tKVR*kYz52=ei=Y91u_g&@Z)N!M~6#eu$Y
zy!W(qWi9OMyRzHx0e4Ut3~^?eaKWdaXWqbObyu{Q5w?@=F)LamcNTSP*7>WJExYfX
zU$k!D!(aq(2k)Rl>f}4~50MMMI#L*{g7F_pJ6~<mbG*m`iJcZAhS=o-%=vTJ=t>QU
zV>nd~3J|x2cSRl|DtpJrcSCQD!k$e>#Ip}N>INP;J^dVa;d6lFky4mP5E$M#6ny`@
zv;63epUec4nGrp^4kpv+kpAiKe8&G>@_#G#e+Kh^{_<Cf^8eFtAzAy0@U+HwISx1f
zj)xXf*zvWjr`rGK;2DXeo>ykNmeRM1Nv_gU+u!o6t*%brCtcf9c4;h2Hg__AS8dU9
z%0cIn_XeGW!uK*LQ@>9x5y8deLl~crmy<%5wI}Okbwmc{k2-nXnp7`%FNLslGmj)~
z%|vDljF6qnH(?epkkYwL#st{LV;=Y{Pp2Ccb`8wO3pT*nayNJ!5P2cM8$uQIRaLuO
zdvH!^c-w8i>z0Q`BZtljk&j&W7a?|j&_%AAM4%kKg~(-RHp1{>+#)I=;BVn6ocqxy
zlgp-(T!?|YD90<{0!|r0b#54aeYV){)3``C{J=gKNPg_>B789Vu-p?j5#q#$Q_u%v
zJHT6L*zrA+uBUJtw>)oeJxJC)$tA5L9`AOX4A+4{e-I5@7_a;pe;BV8ERITvKADUu
zk>d(S36pQV7G_-5!1%r$Ztx^DtcX>3v|QXNoav`UaL;g5^IPb<y5)T0%$GOsv0h%6
zzKhCyISa1fgT>wF2Xl>dQ#1tA1TP0Rv0i?%+5j^;JH{M{O_@1vq7Z9b*2|X_o4Asr
zI-whgSh0J88|eI;3^(iLS$CL-ifDcWbM*1QO@{R{YKTi0dCo$RIeIs9ZhuY&%uQv2
zE5Me(f5E%reEg%(84~Z)0CBc!8^C@YJb|0qliS{ro|$E-!+w5=+IOfblOS${SzUu@
z*g(gYWOM<)vOHRhqyLzO$7r|M66Oa_TIoH1sw309Yn-IuOne#q=vnICz{#6)uC4TL
zGXnu-IoFi`yp-4DCKGz8LTu-@iWV%bgK?~Py6*BR0_9X8pzdACVvNs>v5nGNFTd8c
zMtagF{_vmeogIC5Wuw`Ok4GN<5sHJKs319^-92%LxjMwazb!C$iR=|!e(E`=kF032
zJ6`q(iKL;maD(hQ8F7=s<hHzWUT&%0bef;O_3gGJH^x<svaayZn;k0pM66uvj?kIY
zS7raV{Zr0*v{R$vd}KA&2N+UCNDf(aS+{(DD3vb&p_3lu^VW%GQP)*kg6S>3?5SHB
zhf-c+S`?A|uhaBvU$5LPcHjI!IYs3A7d7mSM*6KgVyT<lac7)2sdE*0(Gt1)(_F@?
z$s-ok5u<*o@<d`hc`j<Q)v_#Stiiy{afa&P&+-3e0%{g|$Q|fNS~M(Ty>F4{WnJ7v
zkF#(7W0f)NNChdk(=Yp-L1Kosjr{xPveX#FakAO9>7j|-$yZ;nQ6S_@^5!?~#geRI
zT{kZ#(P--GA12H^Y?*8H@%~S5N%n+c^J@r+Zn8Xp*F(;#3w~E)tx$<j1fRU9D?27~
z959*9mV?A_T=K+fGpWB9F?id0Zh5sPk37->L*q`PP?R%gaK$Q2&sw_h(>*3j^ya(g
zzT4qKusUK^)U@-)8XTe+^tFP`zTbwA^yob333<-T=TKO7kdk;~=Mk@MRo0(oy=H`)
zF7ekqxDNv>q{`02yj|^X=6XT?3w&g?id~7D+Tt9t7SQbrB7=a$W>Nhi-_FFKPPB(w
z9YMvgB^+m0Q4?HDC?+jUe2$`^czpR-QOKZ%fABbG%(L5sbk1?D{(3D(kErcIR)^gG
zh(AbsOB!N&rR`>D#L3W(kF7bwCM(Lf0Vh%s@<P*Y)1_yv!3P-Asi2+4P47EMR^($Y
zuJvJHfSJ}fSM}d8N|lWd64-)57FL@;$vr3#$`uJZgdjTJf2>HpEVn}k!!HW1qJF&2
zv@)AoFg@S}ez?1(!am2#4_Ze$VZT}*C*R`GdiWl+6~LFJLwLaezWkzgxJFbJKW}_^
zW;4IuxpOKV^kL2APs}X9awa-ky{!21lvg84`~~+*u05NW`{TQjwLb^BlWoD)T@oTM
z6hbxu{9Kvic>H9R!+rB{N|D!lRI}r)bDG-gm<vy2Ue1VBec@c-CiHRDQMo6|Pq&_P
z=Bo_c<a?w#%;>4>gBteA4g5B}dwo=?qnD0}t3)?m%6*xuFBV0Qt34y8GV{)!Z576H
ztnGjE*LXKxVG)(>!UkLcUJbnx>Bn=dVhI<|D$tVFo}0Djt}TeV0z$&~@V`%s72b&x
zhtEc%j8sl0E0W`?4Isli%(;I(^ReB|FjL5ns0}g-WTh|f_YI+VCE!N8(5sX){TjdQ
z7l`-@tR-WmALv@6DwL6$NV5LCmTo!mw8<f*4NMF89{kh2KyG3rBe1f*9EFa!r2W*%
zew%qQ_y6hciX~S)ZlldUwvz6z`h7^)q4VFK8%iCdG$n5M_ie6Q=I03Nft*~@bmN!@
zk4`N-_Yx+Ur}6vydSScAOdR9H3cKFsygA(<`a-}ygmO)?`iB<4dY7;2-q{{W2rTfa
zINKc>EnIk|a}}+#LUnuxXS2TB5z!a@z$eC4GNMMHb%`UihP|`C{d8u%O~m5k0rdUz
zH^yETbD2aa#i{Z8s@5jC-5U4!uqW&D^b5^);bNn%?y>K~*&+4Noz|NQ8fdB>-)Z>{
z9$|)6RfC2sNt`nno_)3$jT{2&n5H15d^mU=S8{p~iXy0}iwtMuO18a=qBOv`k^w4#
zj8}25E;1km{2vMZ|9aFUTR>DZif7<xhm>!>dLzm_?jVWd$vTGH7()K$=?sjo+#FmY
z3}F!HgW3JMNF~wbG(!-o@LITya=ItXTv!`=MN=$Mzr4#t1NuWKJPrM!v`Pf0JAM=*
zkHk!dDAz~B)&_Zji%Y`)X_qMdlMu>L`w9ULYxZclojQTvUiY3G8N6^jzRB!U?5tXJ
zW7aLFj+s#U>A=<PB39JY!<_sqYeoLWTK)fkf!StS;RIFlJUfebZX4*kQY$#A^dl}Y
zJ+y8o(_xuNht3JXqU2k!z-o7wC0krl#Ac2ORbUrJF%KB40$|n~W?Te|3gtcKR86JH
zMz_Nq4UubIAP}hT7Cj_<hiTaerlGT7Rs@8}CS&yGqpio|C#RY!zBp_HxqIm#`4*ej
z!(mp~YJkEP7>Nn2sKSgWKFFn3qo?AI!(Y;ceDubthl7$AvvYNfOfcbmFX#HIw5|dR
zW?Y9n^eZ6yIYYq$S+dvwe;+neX8APxhfOi>V=SHi$Xt4*<uf_?eKbsdtVpPhM$)rZ
zEJtt6P~xg(HLvAwyV-PP+wwZuBw(D)x*`&Cp3A$u2u^g*nO!R$I(h*hs6&=Rk1=sM
znGS8H3hcbs{B<Nuv2gw%#v1Hv+xD+(oN^QCLa=?`GVmU^hQX5>!NOhGa1Qx!@?}V}
z8D(}X`+&lYORt}vK3C2;3H1m4eLPyZr#hUvEI;K3^%~$xOMGKNLP>btCT+mw_U*_k
zb|q=f*~7}?_qxXlv+(f3uG8kMaJ-w5q<-%1TxO|Rg@pP3*v2)?lp>k1(if9EL{VQ;
zhK%FfDVS8rfVh!)^gAoE1Q8Jxu=H&trz5%bsL2Vge#Dx8do;eaG$4|6w9=h0H!(V~
z?}++Hd0oe}%-Wfxk5vh=JH4VOHSB?XRU2o4Y^TID0dWULT>R54Q<kphht_xRV3U<o
z{YDpGd#qnhJR_Ql+8^4V>+9G>rUZysaoA($6HSjE@sgy?%1+pu7g*$~Syw2b*|l+{
zeq(X_@2&QKioo!O!?SiUwtiKKml=F7F@i5q2QndKlc?WNWNGZmY4X!2W0ya~>-Upd
zmr~VeD+*A$jD5m|aL2XsIjeI~t)3Y;mdxrsH${~B1I5CPIbv7)x56{id%cSFkV_}>
z^D9V(J)KL(0_hS=V1#Yk!ra@740rl-g;PB2r1mttoaD9<<pxm|CUwkq&QJb(8s+E_
zM3G+I#9kwJ-f)BszjYufzQc1V+Y{DRN65q{#wi@_mnP3$8Fm=1@V|0`V(j6&pYcR1
z9w(T~Sja3`{`91jh)_q588|u$WV$TW)7OqzIw8~kBNyCRjF=Z*fOWL7YCS@pi~Ve%
z=qqLwR%!WP?zdg1qe;5y>6yrED}kD?G7dM(gw)lqtY;ZU&HJ8vUHz@RN(h_0e0X1F
zr<-f>)r$R<h@m^m<~lMCrMD@@UR9^Y(#8#8UFEm?AlZddp-x=2PE5Rh`F|T*&w84I
z@@?JBu}D+5JO#Nqmoe_a<W~;0w$6+*gih}|+=TnP(q(GN=kT1B)%>E|bmf#|h`<c5
zw3Oi!B;v9Qdapsp13mmjTdI#-l|*I#Q%?7lHALOVz9t5SprVUeS$WT2jnQT#hl0{s
zQ}R^f5>WM+8$O%r*IM;3b$X(2<tmyD55v1|5HNWPk_c2g615lw;LpHBAGYWmXv{lE
z0smeQq4_S$+u#f~xC4B7F^s6<ml~@(>!ZkB5+JB5Mc=j{dVH|c;(PTyu`f@rU}(a5
zTV|{8XyS^m0Sh8ZvMNq|Fk`ou9x%{D1!`?@*n%3C&MUnq7}26aca>LHcYxQT2wkI5
z0-`RcKK(PEwQ<6vK$r+oJvU1Fte8rdAJbm?E`wa$6m;lt;bNihq3*Eiuql`CBs8Kw
z@QKyOt)Nl_Uz29DfXo;~@j%s#i$RwX;u73KCKo=QfOUORz16;3e*9}dPs1r5i&KQL
zkL`=%x)I4weS?-kaa#Dtxe^uNdcORXJ9O}o5K08eRc8kmqAFZzxMUuWn&oY<VSCly
zdDao22M=j~r8yrzW%9S~u~bRpOp4aSERdv~f}!lLognAD-&ghG%G^Bk>4#gr3Ta)o
zcb~dhz92Y-h#eGYr|7JR#=*QSf3s9S=R<xW+SzO2(|44j7Z@<noqZ1d{Z&fTV9b0f
z$WW&v_2)gA8SXw*3#iI$c#m@Y_ymRrFd7-YnJby(3ng~Kf`|dvDu!AblRV?xx*0Qs
z8ml0avFe`=k_W^LP1Df_UV<omP5z+>S)1t5Q?I9Pa>d}FHg0fi>VU}xrt8Q2QkS!^
z?x^Z}6y^QPv$(Z>)#Q$kfl8QB&`h56pbVrB%D!CV(k&0XC~D2cydL$-^^tCZH*txR
zM@2+blDKMLhqR#*b|6==Vxj`?C?WX1r<>v9iEc@oWlp$D)3;Co`;ikRSx94MWHzaP
zrcL7DZ)Z)#mP-XnC3w_j&`ABup2ud~NP;IC)<%aN4weCp&gBRx_gZlfr95JGu@bNs
zH`8|hp0(8@I`A;`ZbUR^#25ce^IP$5eVc-kxj{{74R@?#;}AsGUMg<8ae4^VyuvTK
zZ5LF)0Elvkxe+YlLXdISBXN^j4Nv3Ex^Ho8!d$#A`+HGt$>zm{G#QE`Zt&XU%uRJ4
z2gm{oaOT?7u``$I?<i&Lq@@_q?v3y~{Yl)kEcsT+JJSuYh!EdzzFJK7MVXlnm{ic8
z>0o&xCDyD3hT-b>F)SB&4v*Z5ekKfGQ2T=C@PV-^hTjP(1rMBUf;?wN{Jk3B5f`!h
z_xSSXZIe?M;+*ZCn|WN=Wjj_W4<X|_0%Eau%xhLS!m)d;7waK&zo)k-{z5<}xmyvK
zyVBY$!=QbdUd)e~TvT3F8V+luCj&SeFyHW~d+eBRr!thRQ|VfcfP<r{FWQaI4o^1V
zucGgp-R<?@Hi;<Zq4D~vJ}sEHfdKOG4d17pm-blr`K^u)$8zjI`@!euax>Uw7w+mJ
zFBvp>=4z~i;Z4rqrXxVF`yC+Y-k!ouZ`cgOlbJ*v-*yp|HDV}=0ATRteE<g2!)0<q
zi!LlFPuPfX!(ARY3!Q`zE!9H~*jD*iAr$xok|6k7#eV?$z`G+9m3bZ)m-uBR(G5+x
z&-R_Z@yX<uO;J*2DG+>ykl_Oe%|_HQKrQCXedrZhb~}^J(|&%OESPAlD6WE;^WJ+F
zfhdm`Mp(-AUF^Ty=A8P0PN+R4Mr_z4qxAylcA=mfagB*?ckDh+hU(d{D=&aqLB;(Q
z{PE_z{LCn`ymuED)Y5OiQ>LqR<LQ8OV-Mx}$f%-4h&t6wC)u)%F}bVHgvg$nAY^^g
z1@4iaY~N${QEFY8*@rs6wSgWL@n5Sze-smsUQJ~N%U}rkRtboJWwRIWrJyLszlzDi
zzoRdUs+Qv;-6{fKXrh?qGo90o;YeY3nMr$}7~^Hih1@se2=wK?j<ux#e4q@(*x5DZ
zpI)fGp~Qsp{+f!+Y5qE7CL9+>FR*S*y~>WHa!C^DOKqCJ)`mo#@_#%d7%yOoy|dS8
z$iCBI`;z~dx<7*;d;&8%C9G+(nVAJO5B%$B>WZb|E^V0jCF_FY66sB`6aMe)-bt?I
z4^i?{&VZ36f<zryG~!aTa*0d6*y9Qfc|`k%MZ%DjWykD5M$TpTy$;PP$cC*DejZy1
zew@($gp<1+NGys2eFr99-B|uM;!XHyKU=$3+TsO*?}TxO{|M$`>dJq0I;N3bJ<7!T
zj6D%1XLd$z6h(0@sZ`0M^0#2m9w)z*l`7Y&+Si3PZ{QjPqKeBKtkDQ-y*CK}!58om
zyL#Ion)C~Kprf9W_+oKpbX0<@U9Jv5Ce4?X0qkIE@sn1?fcXeH%%Ha+b3|U$WJH)9
zj09bS3hd1+m|ZuiZ=XR>`Aub<o}YZ0xk8Ct1+oNT9Rrg(X=-Mt>wJ@Zx(oiclU<vB
z`D%jdnf_V>C%vI6zTP%2uN4h&OEiOX=(0`M!)nfa*e*Si^1z4B`zi&L!XwLFw&?o>
z%qPEfxOQzg`c~Q#z1#Bxj(~}x40#(O_g;7|U{a=`S5CM}2@Z}Ip)O;dr_ferFlrnv
z$goIQ#51fZ&Ld+9NU+-Th1s$xaAZf$<HmalIXzl6jnX@<MXloGivs%N#j_N*_m>2x
zjX5iWT>0J(Hw`#{U`^5~Tc1qw2{Xg0+C~`Wm<G=D2stGQj`ue#cV|bwp+PQi&K{PD
zBC+(tqAk$^J{L;?VS2*XCC)8+rQbE>X)+gLC>p!akA(nsN3AdB{c$nwWMzmrA{I|y
zIqAc`Gk&tV4l0EE79UT6aQR1R3&+|sPG40AypK3k{?F77KhkX92z`V74>^0Bx^jB5
z6eql5U&7_vQcLLbdmc`HQ6o)fw>})+`10HnSlrgl%N6cd%D8=RH#+2%J{dDNlO-=!
zDe<nhw|IMBc3bfRk40CCX+#m;L*PJ%>3#6|ds|_63XAm$r03fl>F#Ww3_U`A>J|bV
zctjWZX3;|S1f>N<2#oELpacw|5+;PmQ#UolR8pXtv`QO1i^@@k^9z%w_GlMu0`CHU
z#^>2&6N5G7jJB<Pj3({o&MAx)<rX-$sKJE@jyAXVxGh2qJOeDeobnN36hHtil(jcR
zvUApbbU*qY6%AN5m1o?^TG1Kg;S{>7apcsA`=9bJAm?e8hG%f~+};Pa?~Zb7t)sc)
zcmRbjP@53KQ8E+-Sg{BRR%SGTf~hYb6q%@=*I0XO`B{XVTY_qsyz%{ywX5Au->X1Y
zP$`aD-r|mPZ)K8J5r`d(q<qX6V4Ype$m6+R0>G*IJ4shB^Vif5=$8A5oIiA&nMqzB
z6DMj1lZO@eG1eiBa*eUty3e=~!gX#lM<11(EvIaqId|xaU;p?=bbYNdZ1a1Rc-o#r
zSsNMQNo@nfRj9IagOG9;7zjXdj6BnpuZxrr^=p+m@Gc5`!T%2ttrsl%A%aDT?AQ&)
z@>15_7oKbs1T7=xB!ETW65dcs^l#h7zfWfTc7k{QL?enVTrQrM;o3wUXJ%~qGi4kG
zHvvo@TGf$q^xo9et=K|q+n|Nokux@p>!05NXn4bcgP{_PC8P>}Vt^i=jSODc?U?=(
zH|0Zs2D<+82zTuqG0E(mO0vHFg$jv?Z!1&|M9fCH^#ILnlGE62#z0L(otOU%=H+9j
zqr_lqQ`OcI^_JP8nfG})Iq2YWp<h{FsxXs${dH(Cal!I1zQYG&x?M&C&vf6IOc3D~
zQ2DHh;AHHfVA?}QlHGThxi?p!e3czH>A@p+G3S<adGf{ri4>g-N^r<RK-Us*a0au@
zctScSlj8YHj!X7|*`P&L(k0#{Czx-dCFu7EK}qg^$~p>G-6BsZVEkKanh&=!xnHXA
zmwzlL^i0H;hd2@1FD%1~<F$I6*S0J#NJn=yLz`iT<NmPK<iZt#C5Lt)?@d9=wUZV{
zxjpYz^7Qk}NiVx#^UAQd4#r6YE_fZJo$g=ul2nV?u4VjU&TywNqe!A*;{eP5V*J|`
z2FvfrL8YO8fB!06ot*lFF663an)}r1@I9_lX+M>FHM{$@7M4kjHtOT&pw5Y3sRWRb
zG^?Zp#VNV&w`z0pwG!9AKUnf;yodi<pi#f-)Nxi*wM=!U83gtwZW#t!n$o&<aK^{E
z`dU}w9l}s>f+Bg(+VkwMd+?kJcn<uE<uU~vdNOEc4+ZiX%C&>!1s(Q3nau?Nt07ji
z%oe~s+$kJC<sxX<f^NYU?Hm!m_XTA{%)wo&FDJF5YmaJ2UX|1nQ#mp7kqR|sYr;=5
z+~Wikdvo!S{b9gefUlvQ8$s0s>KJS#5_8Qy^Omc!ktWV|J>Ia7Mat9J8S#VFV-Ntu
zCWt1t4}gBf-P5?wN62yGh=h&FCWB@6pJa2s`Xj=TZYeZBeBjiJThmYTM;C9JcH}8;
z&&QHLnLPSA*XeB-U`8)yzpZP?1=4*}R?G3iM3vX}1&yKyU|+-Tm^EoJ%K~9&_7IQ%
z9z_6s6)1$IfByYs<=vPJ{rL<%`ul<=hase;K=Q}Hf@d2MVnJ*R-gQ-7-}s|3M#+d8
z>@7E&(!X(hUAE@i=UH9TZC2G2$^c>&q-)18OBr^1uuwm`xtMemd3fOh7#j)dN}O&S
zN+I_WdtbH0W|04P(yWsDf}T<%(=!;o$8Dw7O-cUojn7j6Lzeln+3{?k=o7cV#B;T~
z8By%kJ_e^C&7xHq+-Et#1akMqE~#6&NtS2uF1aZo^R?t88@rEH_N7n<_fOD-j#EEZ
zXV(M;c~4&Px#6!C7pa@K#Z8Km=L%;Wto*`MJ&WIUc`248oh+!WjQzIMA<iObbr>Gc
zY(22r;=p^c)vp-QVk8_tE#gP~<NA#mv-=kYwD&}$Nr{jxdM5@SZ&YyV{o_EJz_;c&
z)L4msu4+Pda$i-}&FGBm_5R_d=NDb8Yc8nDyTcEAvE5sabk;k<T)SizC&^+u7**kC
zY4TdtEu%O}fUhctN;#G$M<#i5Q4>klk5FSfuao$h&EwF#_syzztTbZWmM-}KEumid
zG~#Zx^0_~>Sod6HM2VmMdd5qV<WoiR&Ub-NwQNA~jG4M3nv^R_zG8Nc+I!gKD2qGK
z`lVaL+F+>Dqkz3`77tShO9j42u66w_KucgzBR4%k@e62<G#jEj2hGveu8(Ir(XTUX
z!az3{@o7$2hBuY^eDRSyAB3p#Mf)dWpH_*SLvnt2ga#e=rJEsT`54~0RF2T4lxIm&
z16GIM@ag)NUaRce&6><A8_TYLc^p$2a-D^lN<@oFT;3EZlycv7&C9f)GKF@M8m%$|
zRpDafwkZmowrAeY&HA(rSHbqtJbFc3MB|bPL{QHR5(W_k4l!<RMjvQ^X>@#utf}<K
zuljA#-lowguBTY*vor6rNSKZPib4PR<waknUHCJTEQ^b0nkN7*A(*mV7gX4*tEU2;
zX_6^6duJ%h;jQ`3(mFT%ME&%TerEa&$w^#@l<3z1b>_8uH+_hoN>>uh+FLzWQ2GR(
z0=F)nWIo&y)ExZbQb4W2!qaP>q;u;rgLSfd&U|Xk)p&D%rF!+5J)?8Zm3&A0gPGg8
z@|6lte9dHzS+j=TfYWtBe~Rrnqy3lW8YzT)i~lUF0BvlN%2Y#7$45zhWqRV|ZzS3S
zR5Sl>(Oa7mxxi_W-#?wfBjS2Ii$0(E=&=PbrtzfTZo84jjXjtX75MkfF<(i6JSIzh
zG<{dufn_mkS+e%my@5gz*<O~Xj?UlcT$WPeaVVClbg=2bKSo_X_2p52U(u(DWtIv-
z{f7|c7k>n;Kq+&KN#`Lav5f`CBdgJYV<C(ssQU=ATjjPO0X`X35jcmnpo(Ah;?>s5
zY8zYZY1WPYMN<Mfc7_Y02y^$!UM-IA{xu2ePksQ8dm?19&-u+2`Qf#<IxI@vK1NmJ
z6VH5N2HJnq!vLQp!M#oaaWnjpR01cabtlIFZ59DP1ZDc)_*B<F1}8VNUl81JI#xbq
z2i&{TbDGm8rY@f8A{BC+{m<$cqZ*VAsg~<5e5ZBhn^sWfdbs)-LERc5Zm{tWUTkA7
zP~^Y2PV*IR8*5{x*W^JL*;ozjTX$9Q6t^)@?ffiv2X+6_Cu8V@AYaEQ2xJ|<xJ89-
z<+dd9ecLgP)oG<JtT6OALS)!A)ZrXf$h`i`7X1jBp0G9QP<Use+lrstij^B$k$gH3
zPN_T~LUy?F8dSkKL%!oVViEi~;IL0ZWdQL)SH=5VU78QGSb0>3pP2@jJujA@S>rJM
zx7@Un2}tB%%j9bk&8^iE+J6*Uza0K07qnz9;HlQ_<!3*)-%)GG@uwrwX3~q3pDW6^
zno&0`i{*R)JP@?f6;90j#qh3Q!kZUHz(R3%U(0%hGx$1xY+Z+I69k@KpvH8pAM?p;
z?W`(KiG|{9fZA;N!_V!*xm&W|Jw71zg<`x}hSl<1VWRWDM+lvjmv0`?wkcgvIZ-`l
zw#ERsIii5N;r?(>Etj>D%#!G@$p@@tK+Bav6>-0iNZ0qQ=_s{5Q?-$@D$#sg?R=-w
zX;ik;ZAPq0?!p;uePa-b3Dkvl*u3?Hx2IXpYx&RT1??zz>5e4chtyfCqBpDXB@CJY
z+iOLvx=bBw@HKw=@L0iWThwTKp}~fLEoM(xY^c`5^Z&l#SDfRT0PMtX#_YYmo$fzD
zl4d+52!9(!&+W-!%|-FfFHxK&I#8MAQlq*N@?3o-h)=SS=jZ2+Opf})ow`Yb>kLi-
zW!U=1yR`N&uM_@DhnAV!fbS9B37Q-ex3Z6UMc5Ou-D{b5nNk`stpHg&&I~sjI_y(R
z2aS`xx!q|lPV(1V_T+_2M}=Zo<iU==v`ATd7huPJw=2=j^w1l8bAg{3<a3j;Fa<n}
z27p;v(~st7+i>4wZ{QHR+1s-3SOx#k0sv8?(4L1w(?Jp1#VH!TiZdniW2v;Q)czBk
zv&JOXhcyBu14RW054TfqUp+LMrnV-u>QkbAVpZwzD>3%kqnxwl!!7r1(K?sI{2`v>
zR8M32RdhqyW-o>SpyjkbmkCGgk+2$ph?Ica5D$7Xt<LaaR)ft`KcF5kT$?WH9{b%a
z)$n+)9ie@-a2iQBat9P@!KsG0vLJYb3wLF&_Va|@<@@gn^e+`jQbJY<_qy*MCeKk&
zv?{N#YX7MRMMBSop1TN<PqYE0<LQw9LFxEX4;N9e&lj;%Tfr1t7ii<TP<`!N&U4@F
zrzjb4)cJA3NrT6=H+I#1%<b8AB@ogTszw|GnZ!%^B-meK`ez2*24YGGZp%KIynSw-
z76BVCwA~ZkWZmiJzTn$47zne>-Oy8enC#H)9e0M{LRWE1f(fd7E4kw~UJrFsU`2de
zJDkfShSBgS?>tUc)MS`#n04?uGqL41>S}8b`pVK_bI;4igO~Mm?jI)mY_urT2~U0j
z#if=fw~LXMr2f9LX!q-xegdj2EK&{yOEd&^6^}#U9&iVEaRBd+9pX-I)1S9?aM@4T
zb=v@UG&=be*Eq#Ku9lGi=A+!KjWByY1BcoaRwSCrxpHAWBNQo~|ED`Z8XPc1YD(i>
zE{%spHZ{9(7w?l^y23aDx}1-lV+9({5Jrvq7v(0XQ6GwztL`I?-6h{$sTq&rVK@+p
zt03fMitoa+YKdqN`nNCUZD5Ai*Gz)rSCoB{tN(N7WuK!t4(B#4Bu*X-d<vyRzq93p
z4bDFHGf*WGhF1(yWLi99N%c%{?zri#g}+$}un(aqZY<Ws2s|0^?9~wNfkqTZycCo<
z9&jNp>ZqrCVJ3zGrxPbPm89aC41qKog9!&hkRLi#2>IyXjB=29&%EOs9tJJfI!{hB
z!adlj(`7#@iGoLnQESs=ZusyqXV^7iyaaSif3_#~{!(bi4^EOPJox)c`5J|bbE_dU
z_)=kq51vCN#!v1qrsO&`7`9$j!UoFN;4U9Emw_or;%FT&vVR=<zpB80!&{^}6v?5Q
zA8NB>&MCf+u%+s44q{?S%525qchVA~sp76nt`aZAUIG9o^b^lbw(HHun0`A2OVjL0
zrD#C3!){S4+WF?mnfU4Um&eSrKr*o?-RcXN!xZh9+1hljtFpw^Tr~D3KWvwu`)-Vu
zNcBm0&nI1^+DQ?WX2?lEGP7YecYZ)c65XA5L&K$+sj1M855?#&YBE({_A}xjC`^2`
zD}c1_6r?G26{wu1S!e*jj#jfQy(qQ%#kRvQ!n%WBVdb2v%8Hh}Q=7)v3ScAiugolF
zyoHLu=<ucN1O8pMdwrrW)0<FZ6M`KJr%Jz+dYOT8$DSuuvP9~0#@x}>hpLr!u6)mE
zWrRS%*>CRd#j_ulj^*MBva4;BVgklK&aDOu4!M5oOMM;K=62h%1Qe^~I+QSmLHpVN
z0{tL}hQ+TLB~?oKBHr)&?zw7NgKusNv|vPIDY8jthl{*taiG*w?FX}K*wwjD&cSeO
ziYmP{4@nShx1;)c(42Q($87fpas>tj4+%0u%U1nnk|MGr<8~T1t1VbTWm&TBSS-1(
zj6uu?*MoD=)1$9k_YUt^1!qu)@+D|_agj4XI$VSh7<L(n>o3T52f-oFr#CRgom%Uz
z3><;Fzs`=?w+0$%{2aqIn7JIdC7YqS1RgCL>;8wTfO&@Oz{TKdpOm<r%juByMP7no
z^w3Gs)+$MLg-JcXFZoJgmADb#I@P-RfUsqGbVs>qcj*r0&0UJF{g-8Yy;m&9XWbm=
zHQMXDT{VW+x@K=Jt$_3LF8&#TRSSXE0!+hb_{A{(EGdX(ZY7*f=nt^T>7r?gy#<Dg
z&8E1dy40EgT~LTk4~4RQzaQ3!;yu{0wndbT2>Ym5JPOx9i}oewcg+?#X6GIv`}oq;
zBYlUG_7_mamY}XcmyLJ$b2pl4)9NKfrn&b+`qRHD#zD!(F&hTd8SW_zV4w+GyS4Ie
ze3F_qYS{t`4-w)H&NT?Nr#K@{=B?4h@OhPyZoV}+(J+PS{?@CvgS0mc`;X$)t!mH9
z-{=-{4S*EvfEeTW7woHxTtg;vuQrQ+gAl~cla-f$Z>bf!w0m~0Sjp!SP(bWeEGF%{
z_6bS32Raf9!a7Ec2?>Z4Zg`8^?Il;a{fiC;3FYiMT@zRLeyH-Ee>1-9$>77mIwo)b
z*Jq2^@jx65*uaRmCO8lN$IByo8j^1D47ol@<`xJ>(Z~DktF(GsT;-OO2T{V?&y`Ed
z<cA}MGW6VW6PLYfdY7PIWeDLXc7mRSx2lLg;24S`qR-&?b&lkwQ#M|?Qg)PsxxB?n
zKjATQRCM`c@gO6r^h6A~bWjTy?_ag*tk{Zt(lIMab_mhlI_o<<j24otE6XuD)r<`o
z>G(V$bDVsF(YoZk!L(G$!M{c-TWpJzd$PYYa`4v3!CD#KNnHUS%4dfDJu%{~r;}u{
znEAf3l#!J^fK_n}Qb#sCsCGm)_i>8i#J>3H@8_bPh5|SUP|7y~^Q^?~adETR?0pOW
zW^HwQ=q=Q#i7D+?_@+8ffD{v88}mTkfF9<%J2OOH=CH?%4r#YVwj<1bGm2NrnZD~C
zk;Gn9St~-UJzse_UitmG*ZGsMC!p)1%?P&C+fOD{v~`i}Y|K0Igo675=etgU+S>xl
z)(a7hcL-}c=ckKSIUGJJ3rgmzyIC$Z_g|dDlPni+`f(x7e>ah75%Y45fuxf_$RQxp
z0>i(!a<X#bFhq$&7&3$I!ZrrmKY90EweSiikF)~l87s-$C#W$Kl2L17oImbDT7yG#
z%_%b1LqE;S9)Y__q+}M@#6xHwI>#}|#}pq8PBWy5a9pNMYE0}_{Dp$3<b*@;?_SfO
zaogNhEn|e6FnaY#5cDo6FTOaOxze(oN7U~-n;_5lbzD{qvDD<nB^D?!`9+}qLqV%M
zpSo?m0(yMc?S>CCchqH+2l~gQbCtx2&O%Rt$gIZrMGOnt>m2=QR-m`VfCYfvSVNkq
z;9=^vx0qy)2YzvmTGki+YDW8sTLr*Er&v`+!au7FDCK=V!`#p7(Nkp>!-`;&x9)r+
zHvNM!Wfib2aRnnugQ%Z!^DG#XCTqe7^s^6&Hnm4fT!>~ZA*;XgD{g@-C*FpMm{Lgm
z5MmPH`i0Y1lw;QJEZGI)EDMBAi1y!A#FyKv7;)miRvM9$%}h@_;)QzM@kQYwiVZIp
zX-O=bsjzEz`uu!;>^pfG0R0#V<yo(XSvm{mxd5|saM<kj<-fi8Mv^x;K$JE*!R4#k
zL|QY2KzsR!IR>a4z`<;T<=HHP5Ku$Z=K7}q&EilO8w2TQ46G(U@X2xkgnGo_eI>?w
zf*wQ}&e=<t@#5~Wk5e3aKcx{arugt0fk1B`I71roy-QF76b<p_?~0Wc8@V;sTuzUJ
zb13(&!kj_3Ql5(|+3Sx(kOZHp0xA?HD+)0G4=I=E`*q7714U9$q%=&>0>HtkP!f8r
zFqv0?x>OV$75Ob{W*6uqc02)%ei7oBG316!uDoUuI>zLs%plRHqxQp$GEw*g0!CuX
zFK>!oan(hhl{1}{WVTuObbckx`I)5o?0)D?Ak)uoLg82Q{m6R&6o$j%Ee<cA5K%$B
zGx{pV+)!a|Ryc+lfIztOr`4(yZMf^Q$)|ove=uhx7PVouI*)Sgf1^Ku)owR$W}t6w
z#Lg?ZZ(X@y9Ld)YVIBb21suooUy}O|%EJd1IMNH0*McdJGIMlmHgQRF<{V66(%5XW
z|8y*2a+f)~mJFKj9)kBdA~@A@ZOf8(&rJme<?w6sOj?JjNBBFXU{i4nNa$}WFi3&_
z<pK)vTbYC<Rgt_mb>gCZ?i|HlwIKEf;q{}_W)&{?GY>!jmc>BgJGQ@!^?iJrV}fSi
zhmK@i=9b0@DIR{(?&jj?nI8fI9;Z(GwSa&%_-J*2Y6m290QI+L-(qVWTaK!woEZhK
zraiL8sHGG8N#KX15Og{?ay4oZQ1{M&Fp;|;P?ghY8v@Zdk$uw4^^0Ia#J?kX?4u}1
z=V0GpwTJ2Va4nd^l=2UqvLsZhgPwb5)FcG31KlMv*9u<wEDI)IsFJ&p1)T(vKsSd2
zf@j5RK&*rQ&35YB@*MajoQZsRl^QMh4q@)`Ybd`t_c4n#W#fNcqBRfwyPC+?VTC>1
zRQo<{*1qf!B}NT5e(nJH-Y$sXVj3i}oDJaq-HACf<xaE{4AXWmuz108mKrq(F@i;0
z1(;*tcVybNfB@rN|1|1==S{5h)2h^Ogi&V2M;!P!wnFX1qa&m}S6$)KrcKS2>~YL}
zl{g2^YC!^GkHIgs$(E5K%c0xx#@tl@b0dK%NYC)mz#AN6HP*P&Ng3pXwUfG%a6dSv
z?|rWzq?RB%Re8K^g*g_z{9i5JX0i%-QHQ3a4@K!yxZK0!MJJ#ho;dTS&#rsiFs!r<
z2ndG)ldFttPSSRI_+bol9O=?fn`>IcDvWND#8DFbR9SWs9)%8hH#U(7nnAOw%(WHZ
z`B#*M4(D+BUTPJpO1nGIx!M$7eV#S+L2?^<l>Cib&_~+UMD7T8fv8`{bD0i6)8$o=
zXGc3*qurzyhh$}4iOCCdy+FdUVdoNgc@rx6ynW^>Botq}VKzQHPbP;!90@DW9R6jc
zp+xAZgYcM{YEt~-Fy;Ax)*N20!5n>KjGMy2IbrggS(m{U!VVpU+*iuE+2&We>ORMF
z!-EcM;HFc59(3}T_!$kLv_->ud9#;Chq|BlnpKxs8bLEzuj)|HFvxT{K`y&w=^;XN
zxmMX9=dZq4<8F8|H+}nK2-^sRY-QYPDwcWtfDt0VE&a%S0`542dn(*b6#Ebx2_|W)
zCSs+IA*_ymC@Yn}ZKZD5vU(JVJSaCtIwB|Uvv(U=tNMgidVEW*b_^h3DoAQlKtThf
zZj6w(PkxZLcJ?T@*4=~v553)0ob;Q0eO(XiHDru2r-!R1i&-b5bQz7K<z&7Mab_*A
z%-V7ny)Vb<{hD0C0Wj_TjJ+)+0KGmZSQi0?afMlDftndY3}eyGc$k+Ok4iP&J}KmH
z@vXe;=DS1yor2S$6D&UtqX2EiAfpVJ{}!s%(yFIUQoaW+-oog9|1&r;PJy}GG2I!@
zIOX93TcgB)nxTJ0<9|*PFP6S~8_uUu{=+DL9@_XbDUtkAukN4GACwsGyfiaOisL_S
z%(Ngzd!9uJF|`tZY1=_arStx+RFv_H@h|QS#eyd8zT@-vQcMdC5&LOUzaTe~cXyeR
z&u!t)%}T2*NBJ)U@xcP+LWG(qD8buhP-%J>C7#OpB8$Zru|ybu$6b9561z?gp&XCz
zH-i_Xm|tAj1`zf}w!dv0nAd;EWIXCr<ZtEC52oLe-}=Ej)3E>B$i1S~%QfPX$NOXB
zsm@zezR~UZ7yltW`S&qFE1^a~HRO$=I1wfe_}yOmuZi%m%@Q0k@$ZAK5xbgE*1y*`
zq3imC&=Z2Urasm-1zBf}6GOlo<tz3p^u5iRCaE4IyW7NR!PiOUFXqY8OT#|+l4o;?
zSb{xPQFi}q_e=Dyul`BDO|~N?jVtIbPHKR)E!|@H7&`7pdZc^=NNB%DAq6(ut$nwN
zFw)LDG3)_9)T`Oyy4zP(;DDz!gWYwdhHAFk62t+C+t6SxJ}^(DEeL8j7EY{W=J}tb
z+zDB!9ls;{SA>U$5MJOLfbf{8j#|F|4$ASa5V-=<MSyea{5<z{k$bmtB`cpeFG|*1
z9e&15P24EZwp8Sq8G9%GNDwMcQ`QU{1w54Mu^ZxP2n_Wr+@Gm_<%K@zaAch3n&L<<
z1X`~auM2BWOUF$8Z-)N9T^G6ON%ZUO%$Tk#!fhx<96Nkj8#)Nq{FZqhES@1jin}jt
z7C*_6JX<@t&5ga>UEJPfIuqg2Uu0&jjsPc&9MjBZhR7SuK(ADF%o7~J8C?~3a8!?L
zYBrDiPs(qgLjZa_h=!xe0#(+&S7&j}acY@)>nXAL%?kbeb4x`hGQaW1Smex(fn(qu
zzvwZ|GQrP4DkDo@8~F@h_JCuPb8e;w-&hDWy8+Hd-I#fQx?pfH9s9=r!BlnTD|1Iv
zKZQo7$Td#*m&3Mz$pxk3{cZ7+M|UwK>=SkB*^inof#MD*o%|iv`g>Gwj0h;+2nAVQ
z9r~%zJS^drmC```Q6Io;?`cWaBivj{)JK|S#eVT(Myri~ON^+FkM55kq8z!PQ!GJ2
zNt%5xpM2E7_x*Qu8G<^!eOppvt<TJE=(o@=!&1PHm0FZvd-#LSy!ZB~eVhNxrerPf
zTbCas(`d|a!uBtPU=_dU^#kFx6T-6S-lJ_97r<%nSRMuR@9Owv8}#_oQd9(!+kYZo
zZG{buoV;2zq~;S;edy<@2oMe@e@UpU=m<{jRxjHGg5z@Y5xzrbkwAoK@dmJxG)Y@(
zx=we&RxbFS8=~|4OcQ$ZPfiPJR+ibz*ir77+r4pj$JP0z^w8#yF6OksI4s|IYzBu2
zR<0QwX0eKm{{mz@VKO$WMGc8=6u!ydNpTbOVjv;7sH5OsyEI3AYK@d?IXFBQ8jC_<
zzt5eQ516_QHIRC~FVBe%fYU{<N{P#GspmsG_y1<ketm7=LonC;aB%)1pVha}&!e)@
z_C;d;s9C7;R|awfd#Q99ebDpuNuEQjY8jHz{mIU;;C2<t)pGURAm8M*<6k-lKFkCz
z2_%HnesISD4MD%m>X(6P7wG3&zerz>;-c=>mu>%o<yFW|<4KB-wUWvdl(xw}An&~E
z<VnFk*RltQWgtSiO!Mk3geU*5%)|B@Td4GyV~3hGJ4_}+KE|SOYV2$6uJa>j4Aqog
zO7UQNirfXIsoM|6z&itJyUHw<S%uaB>ueX}{NV%_eD!-`s3N)3wyETS`O$Y}eW3dS
zN-Pf!!Sx3MBcr0-9=9x1D+rU-Y2Gh=Ch}k1=zbD#1A=6>vT&1p`i+8q>mn7&k|1jE
z$>L9Qd8K>%(Ab_AwX2J~5cABSqM@^9Ppi7(5z|G1<|Mff9wVQ}4tvns9sk&~80s&^
z&jq&<0<y1aAi-r3W2?V79}vUWPDEEcy^|0Z&n+;w)S}ifzxBg>SWFDcsGQ6tPwvlb
z-w*vL>qwbVWgs=kyaV9T3zFvfX1-<DZmc*ZZ_d1F17gpO&XR|*kIMql;FkomGaXmV
zl03hD?35iSd192JD5Jay9!3Q}{AyoMNPgRibG2E8>(PshR`bJYp3gdPm3aZP<Nfu$
z*qT*%^EY#^1;5~QUp5|)t$q3VnWo6Yl)*Ep;_GpfQ$`dsH9?|N8)m`xbxPdC=T@CN
z?`&Sa6tTiDbjnbEbE(oF!#9A+;6{(1m!$A2rDA(ASAl&`g?`P`v5USZnhoD67<`Sn
z<XCnYZyI=GNF`UACbe?uF`ufaj4YzeHuwd{uzOytyjN3coHGF<qpF*%kG#pkd3>_g
zwCraZ+;pcN*S1Gh+d5a{T$=h?BXTvwcc{o0SW_mL;YTp-5;ihIgS^-KTDJ$8`i9bp
zPpHB<HoAqmEZG^BD^C{A%BhN1FMq~fZ2NSgxOAt`bpL|uZz+xz9<v|0zVjT}4^yX4
z9lLmOaUpIkvek~)ukBIU|3lkb2E@^A+oBOPL4pLgpuq|5gy8OO!QG{CLhxY0g9mpA
z?(QDkT^jes8hJ(X?Q{3JXWw_<pZ5p;bXTpeT5HWY#~foUzJ-G!byUC&*{j?{hv?>s
zolCw*w`sy(i^|0a5HcKX0<%D73*5<qpn)o-qfUTfTzO766mRK3&fB{2#DRqeKs7+j
zAt3u-Q^HHTjciRrT-^1@RU*#6O#Mwi0kF)^E1DzE(0=|I2S-tsrI9;@6IAicX7me-
z*=uC{+Kt+>nq`2aFV%Ob;V98@xKNQW_2~16QCVwgPWE7f{-ir<4wq9a9nm@&uFw3V
z`EurXiiQ8KkOpKLuU&!V4dRjpf@^xSCcvE{X<}Y)_fDJJNBC!*Jk_KoEYpCaZN+vV
zG|n!3fuBmdmE*kjY5^?fHeNz8&EKVs7g1W91NgS)9=P4RYjPk3q8v3Y8TJqHIz#Q;
zQWeSu_5g=N1QUFdqsCH<zo}plKxynn_>*YYk6xQBN;qU7NFKQM`=K4=oG`QyrH2)e
zA-kty^Smy40uKQmklqdG?;dEkoNx%4FuHjDiC$8%17bTKT^y9ZA9nUZjG$@h+wL~V
zgYSiOnO!O1i3g^%T*?^cp9TZ6W250M2J$uc(t58Sjc)NNX|zY4E%j(VF~&aNd*kWz
z&ciZ;bPOA?e$B?>Q}O`p|LI}CUjPaP_}fN6fCln;K#^XTbp>pVPj!F*fn!JW_E&i5
z)lizw=Ia)i*!PHta?kRj%l^qn|D7cW#HXj{Kjpzh#Vbas(mD2cuXz~+Miw45Qg(Ce
zcI+Ic?Hgqg*rQADL;uTw!7TiGKDTvQF=85rJ^v5y=)YWZ{>i5S<__=><qG_L9vZ|b
z7Yml#0dUrQuK#IC!XQSrB9j(8|NBuu+Y8+PZ>A6Yv@zPv_J45!o>(kT?8QRq>q4Kx
zZ(C!Kb>*@9Wb+%0r#XN|&ilX~oDBzj8-Q#x{!=sKI&)`e!Q?g(E9lP-MzVHVD@e}v
zH-Mn9{f7VoC@@arBR?Xxi09t4x7)J%19if?k23!QGy9uT{KZ61YRQPdm13+Xnh<)y
znB4&x!Sw=3G~VBCZqR?mpwwD7$mG8=Mw`3HpWq|whXUBHd`z9h-x2lw?Z5sz%f^oU
zZpoE-&4XZv?BfRGSO4A>xTwj0*ou??KA68|LqOTnVp1OP)4={>F{X_L*BIDR)??oA
zuVnc}J_~O}KqvCS7gqeI^pyXfJSO0Fd{@$S&o>~m6&BuU=JU({*Z1~EB0W!`UE;Me
z@WoU)x6QCa=(=h5IsXgR2OyWZvwkCi{CA*2|Cx!hWtq^$Lgjho^6%fM@w)aThoXTh
z)}716XJH3c+_(;OuIIf=UK5?GFdTeZ(8YUu$<TG^1D)nAm&SzMOLI2FY>c{6C@a^d
zJV4)%4{C<jTWH;FqV<Y<-T2#iCY|t-Ve{~KT$%wxFhm-BPBtsGrc>O)iW~XU++|^L
zR%7Q?tWP!brF$_x2h$VF<UqdGg>>(9rCRSvy{9A)){LSGyZ2;#Wkoo{cj+#jbSn5%
zW?VyfRs!@QA3f!xo|mP(OdAdky7#`SS$nK`cKO90{#iLDI{*x8A|j3o7(_kA-NmOJ
z&kc}tJvIKH3?-iAq&_wx9oD?xPw2u}C0uWO;#CpqZXjE6pNP&ps<o08<yrn`UGbk(
zb=7}VbyEq%^FUouzk+rb>aV6pF!#yspImz*<d2Fj>#wHH@UNzh|Ifc#!>4+}nOKE{
z3D<7HVy6`M><j<s!L833tls}dz5ibfxW8Jue??-u>Lb0ki6_!M?hJL%loMduL3;o2
z4WB5N|2O8{ne*U!BF3_j!2dTep-QT5{?}ssbC5}skZ0r{0_ML|8w9q0cZUDgApug>
zm6P&;9qP3jm9Z?>GQ8S9JPkl0@_#AUfvIhM-36#-f^qHQ3TBDX89;!`NyI;Z*FUnr
z|5o4w`MGCj9>C>0ufQ^`yl*$^d->>@p!(-YB>tO5<3A(Ejs8X9v^2o$n;JV;l>ps%
z$OD-8lfA{O7f+1nRDhL27xBNd0iQBJ$SNV3GEjw8Y^5i0$t`hO{e<ZLn~lWc#@~(U
z--pVH{*V~Z#`~~vGRyF?G?op-n?I_O)%*v2VqW{e(GfOxKGhYJR+;Uw(yXOkt<ho-
zmsI&V>b85gSL^Fiu{lPy`=Ps3L$$o6IY`nqgBfr~AxmgIcNi+sEr)7i^Tq?K#lu_~
zzzHu)-2R85#6O75N!;nsQ$~+Mb4bDdk7F1Ruak!z780$NE2g4PVj_67`5w;%p3+Z^
ztwq2X;;9kHh-nEdp1*PEEb%Wy_P0$1B-<_a#>)gJ2h6*1pHm#WUP3*=#DAa;qYgtW
z82X8S{3$X3b#|SOOqjnVkSWI8d)w~zE*N*b27ED|`ZIbz{~^`?6@C5%3!mo0?c$SI
zEyDHplUU79(gV>$R4cUN+&JOn(ppnX!#>Yy|M*AilfA~D%h>+YWTgG~d3g<vt8A`K
zetUH7(U#6p{9`%!0z2^pM=Sq_be$JY1FpM`-j87}<t5#}RfLc4Qvv|=PX7Bvu-^_=
z%&GE4ZUQbVAbE4fHIQr_npF&LEn|ntsK2EGi1r_&iRJ%hH1YSz0|Wy-OT<wR`8tZt
z`UJ9<N80R5^`#9fqaX{)Cj|66Vq`tqU2%jBxwhIA@5n(Hk<J;Bg6hA_GG6@Sa`)G}
z;=eBWs1=inVS}YJ$k3xoJ(<z;^k%;Sj!@ZP{{`3uqXx*;Vqn&OE6?Dc`FK=T`{yZX
zNBp%^_=nEq8Q!~S8}l4>cLh%754y|zmqPpNuoIj$8{QQ8wrtS&6GJ<|qk4WGT=B1R
z2IXIhjz1CSQO-ry_43s45~+?&x!GXE_2)lJ>B%XEYZ`bPM{nK!z7sIT|4Is;GARzt
z4q6eOV?CiBS`6LcQP85y6YThJ6yhW2lqjHkcI0kVtVJX;Lw>Z8dtQnOKwGN~`=b#C
z906D5Qp{M%e}CH%3NRiZHZufC6iPjrA$tG4+h-~an<rZ=LZ<)f!JpmypUnaR5cX-z
zE>^6K)}@Q(!t$ASMR9+!)9G-0oTrAVOTHEl8stx&!;6;jV-{c@hgc_lru`>JQu=2C
z0>VNdNqd5`&JF+4(QiEe&t`%D%Yf^E97Kl}JIh__@yCEmf`$K&0avRxxDha18jkya
z@k#tdx!42T5>OUx%}Pi;nHSQB|DDkPfoOi@5({Y34zhEeoDk#xauxpnbwYe{X(S&8
zBy_B`{H=t4Oo;#OXeCk#;P9t!$*I8c3jfU!_+t{#lsC8W^5*&9&s7qZ1P)Nb<lq5L
zxcIm0kUaBc#rW7Uv3PrTX@Pcaa$Z~LQo^i~H-a)XkD`YX_z^g->ega{!vY-0Qz%V|
zF(f)C8BTI?k1Ft<u#D%p$}s$z?+)Q#M@mU1KSS4@Kg4!Be7x-O*aJSLV48l(Qf+wO
z5Opjd!Q%<)cYqANE-OT9<(8TXSLk}Y@AjE2Dq~djawmGbkL;T>$gi}|?wNxkaPdq<
z6{{J>cD7DJhvVpZb+1kMlt?SD25@qWf>qF9PuWA>L&J%+^MQhZgjY(}G(rub&*hCK
z+eJ^vUR`NW&oYSK(=o(i_OqCC+e3+gP^I%eXs_GNHow!y;h8<U7VYLSC!%!)aI_A9
zBJA!B#Y8GVYb<bSaS5rAU5d-*k5_0Q94Z_9wLR`6oGxkpoD%4$dy4abKl8XvYoF!g
z5@@BU93%Z#_VJ$H<0rzg0<TS~J~@8qrzPGseaO5PalXsrjHHf>H?gyD9!gZ`%2QMI
z2{-8syikJdPlYtmU!XV#+OGSJYC>DC7nM{FHLDE@f?8Y~0WLixQslTO;?So!P;XK0
za4yq)(|L?)=ZSS+AUCA?5_+WwNTSdO!$Y3<j$<Ic(%bZT9l+(uc9Y-&B?g`9cDqmN
zd|CccqgLUt#gYtCX_E?Qosh{)Gg;Om`R}8XZpK%pPNZ&o$4x!!y|eH>?CClSK4Pc<
zh^5F#+kqWmMY1<;c@ze@o^&3wKWhY>@|QR#?9s&p9=6vbCuM2{thxvF;cHbAbnG<g
z))V~M$2gp9>o?GxH*80gJPwvQYc`a6Lt4x)Prs?`UE2h8yC^wBe5Q+VE4Pa{R-g&D
zyK*S<RD@8aDW_T;(yh$V5{|p0=a7M~B73N{ItAR$Rv5bv!y~~l1ee(<S~264<pkf^
zjPk@?k<I(^y?a{uZ)zLt?}RM6a!d;d_h*y<G>T}dwB&v#`C0AV0~#c2yRk?w&Av$!
zx&`M9zLzWN33pLVK;<4TR8nT-K%9Y0lo7h*6H2hfdtMaaIfD%?Ci?^}%HqeQ%5I_<
zM?7?f)6SC`Zfe0=*p;;p4`|L~jIye|1on2D9Of6{A&q(bS!rHtD%F;TUfL-{yWPzr
z4Z1v+-p<-H>FT|v1n6n8oEjHLVtYvoN0p*5PW;&=n$@>bkX{WR6>#dDQmWmMeiSkO
ziq*0~c)Y9SY3n4v2Zvf~%j!j+zm!};-SMf0<m;Yap-^MnA6}O?cttDUEH(p)ay~d*
zG#5@qCKb$ATXs8m?s*IK_NxH2&LRf<pGim4>Ps%88y2mq0*c`DDcXwU5J3ABj_2Mf
z>})YgHg&qhT@V>xro8dUq(kVY4i5=s@y62Niyo)+x$ot%I9gd&p1Hflp5~Ii$|-B9
zQLnbGlr!qh<CAsr+;be<6f-I0Z;trpgc-Wq=nmP*^mbT%u-GcBR$XD+Oi@y<?c@=i
z2JNm0Tus#~`@um}Mh#IyMLI%a7Pqt&M@l5jW5gMpEKdMf2XC=X@R2pum;m6RTC{p;
z7FK$DTV0Z8%Oxd0)M`wXX;C==+EWg#$zUz2B0zaJXcArH*{HH~-^MciW>oN{>^C~H
zQi{8%Jl%>43wN8kk+!|i0Pj4P+Pzw#L%YgxN@y{Q#gn&~r48St@{HU$LL-sQTr&Xm
zsLm|9v^x8ih|vn)xSRGnu-UA$vK=+N+k+lM`ohf%Cj_Bd9M&D)iBX7}507P#Gz-8S
z)r3M!PVX8ju%h;)Me|5WS$P!BVcyD+?7_C2DaznjGz=HtvEO_*_pmOo|4`)ZF=*sG
zfGAd|6d^!*KxyA4a%3|0&8JLZgOWdEgs(Dh&%3KVV@9ZV;~!Dxla+19{7Q}W7U0em
zU~$&z^UZ2AaD?Bd&NGMm*HX*gf^Dq{6lJNk^%mGud!bcGUYMZ^2t-~@J7cUfI&Klp
zF>K#vk{+$($wXyT)qvwi_M39`9+$4G8z3WMlVd?3Whz1sSIntjqA*=cl()POP-t3>
z&Gz1Th)tFUv6t@B<8`q(%P($O(TE1MaJ&!i7bs0Ir2sx~Q99v$%<lzZ;?UNX%aKDH
zEbo?EDd+oRB6%`K!tdd0Ote{}B{LDJg$#t(j*t#LUA3n}p`z`URDnIFVw^W(Z}Hs_
zjrszmtV3{&19DO<JL3In(HhUk4olaU@HgidcJ<J-A2~hR&ia?7*Xudy`N=ju;=5tR
zM6bMnCz!97Izu)2PHVLJngh}cek=rN9`8NMa~TgHo}28@!<@_{fgDDxo<&IA-c(j4
z+ucoG>O3tyhXS(Nghps@x|>LN^ET;}85nLZH^QN>s0HV@^OKlvIv~U=szL1GI(oio
zOUrp}uGx<l>9x(^VUIsns`b`_a!EzSZ(FQg&N@Jrvj=pnrl7>$g;>qd41kI$u75>_
zS`(-ydP;*y1&|UHo|qU*tX7|w%Q2LjFYGfIS7#otikgbc=32J1XA(He^hV`vVP<_I
zwY2X}I@ycFOEiu57D`qM2rXt%wkXrE@VpGgO&b|G_qz@&%o=QbT(9N!vLe+A0fS#u
zdY-baPm$xl%Wp@ZgT*VQ0aB6jzd4HdwI33l&&97w^do4-4}E|)qFk%P!pV~)Y1#wH
zNA!}e0jw$HgACdaamFS))0{6s38Fk2TM#p%RK(?K`>fw!ajG1dD(yw4hv#g+^cW!<
z(*hMXOg=RhCG!^$j_Fuh7GAz@oNmSsq*E0)HWoV~rob6-nnCC>y6}NB!Ecowp13s|
z6K)$kJ1?hGv>?vmL@K#?);nV=njMhppq3-RartIi2E!|2!ZIqbnxp`e>NZzn*6|vM
zO%16zmcQRm`=3rw-sX-S$>4P}Q!wth<`*moby!*q!re7G<uTvI3#j9sWT6W5%{RoK
zS@ta3(o0X@2Mf`SC0<?CPQ9FXD7GQA7c|3GY&ajoMvxm#D-#W`Ya7`4kr2hi7i4)h
zn~||xGQIA0+J`tTp}+`ZlK#@#xDN0(9BsKSyd4%X)#QNx>bd(mYpqsV^<H*2%^J1Y
ztM)a*@V?LEg27>npr5<1WTckM=$$Mduh(wH+b9&!l+cyQknXRg@R0X5SX?4nrnMIY
zgM%XiGQ0Scx2|<-9AJ?e?~fUrZcjci^Nx-sp><4H>a0Rr47^bCnYEbho?wm6HY0sh
zs|D^@{W401Dl2Yao^7ZQ6RSnm%T+JgGSXr!eD3|6S6#Q%=5z^v+aYUOi^raCi_C}Y
zt^*t6RjOB3>P+@|z;INnGmOJ_*<wkY=REevV!qOGvJ5`86r}=EAb6?eu9X`(%|UcA
zJmGko_Su-1*n3Z8DqsKQ%q3z2%H`oM^(&CH+k8V5@Als7^NJJw(I|!*nGS6nm8-2Q
z-jm{6pTktQpDG&<kLjO2MKK#;Wh#>w*kDTLL<y_CbjBw?#~k>+Lqp-{i1%CC?_Cr#
zdF*#d3E_rMvF|6sZ|`-}TSi;<i!T!|bv@D@xsM@{9y}h$km8y1;_9@~i-(Jr0>3F@
zpT|y0wY=$q+>GB@P=R4;-*--?j|!#Ep^o%k0(+e+RQK*K)z!X2G0})Vj3>)N#q@C<
z>Aa17lWTL%np<a$+N4{yIH@>mVesI&8;FJI5$9{XdH4isW9PNUrd92Q<JI3hyVqF;
zxUV~V_>S2hE7)?X&o!2)3QE^T553SK4M>l=s>iDQgN^A(a4Dw+PSZy0RGbOa=_HnZ
zSBaxdl5E)b-baXi2%~(JpKg$eXqrf%7du9x{u~1Z39s^E&oq!GlS{1#6Whh;Z}-?%
z>Utn9(@_-#-d^ouHYc;V@h%6J6CXN&`SKZm&L*K&e6Ev<R*)6xTV8tdMm(L~;pMC$
z>P(&Pa32Sqcc;@RJt0e#&MUlbri{|?KJ1N;?WyG=6q0c&PLZvAtXAJd;)DJ3=9NZe
z5;fpHHl&E?3nfFpWZ9G`>5M|f8Z5c1hdwV_UE5bqjTj<0*JUe^FYl!+Q-y^``zlWr
zk@fVjDM3?~;6Cq{wKhJ;N&o7z>OSl3O8cO|Z^q(?bxPp2u|#3BQ<qpO(#f*aOUn<s
zTD&V054U6Ai#7TFAw~lWrbi~yBM6U?)aUiG-u8A=_3V<1Gk&ey>3S3nVLKf%>6!2a
z)1J6}juouX;!M$b%IX}q{;jr0OO@?Zo1|5y-7E}?Yj9x&7B-{K)<}_KL$ef<r(2ET
z_dLn2$b3Sv5(}R0Q&(LXuQg<jt3%YKmmnt=dc+9j8F8?Qtetv}B2FASC3pIpEuF_D
zQI=17o`*UcU*4?^iYIXtA2RSh(m_E3zd2o3DDeZrLFp&UtGYj9gRZzDq|>xG*_E7)
zAO{^E^Rly@L*3)yM!XFt{WV-7V|i|wK*Oz?Jr&f^xamH%?n3yzQ*9YB+Kr(jjskae
zb9|5k+ETqyTDs5>Heuza>D{=+#T()}mlC|$O1f_zY*beg+!oi49_c3pey|2VRcMGz
z-N}u7C>%F0miE~6cNo4@_)Lnr%5KB7*Wi1g)&L#~Z<w2%HsxM0cbtQpHj@=j&-TxM
za|ZR6JQ6M$h{7;h=?0&UV-@tLvKpqjtuoCPfIA#hhlIZO5#l>HUGSd`hg!6)hLj$>
z%b^b#nUT}~-E?>R31jn&X2=y*&F3bZXFqHp3Wp~VG1JZO>;BPvX+1uxXNBd=SrgLO
z?Rz9ecG5^bu3^_}WhcE#AJ;iQy7B7k4V9xK->fAa4qY4T&ROzygy-2YgT%>ICvO}(
zjyGTmJQeGaEV1}qzrrs%=g@*C^=&S)HIBNujvGo3lk4G}Wh0GHzETa*jVCggj^z&H
zq>@QzEQ_HvqsdD0CqECfBfjaDa9$yk(`e=$(||e5+|f^sfx_6FD$<Op;_$fD(1M&a
zW_}*wO5l3)GBWXMv6m(r50k>F9s3$eBZN915WckHo_PTCNQKL?@4andY${(xW@Kh}
zjqp01a$h((o^%bC9bLOo!>&V|(5>`X+aW_)+L}vKxuqTPYlIK0K~Q5JSi@<wn%tk}
z?q)aP^#cg6wi{gcu^3BWJukzr$ydws{RBz8D|xNFD~g?N@u#gfwJo*I?1p4xeo+7S
zhC$QeRwJEPC+B4?8=~PpV`&%!v4l%rhC%Aqc9~#gA4Xm7f-*?c$sKp8cdEtqj*M}*
zlMUG465&-=g{WHDjU2i4_FZEvI$p}x8IZYg4(`h!Sr>ZzbmKYdp=6FWx7@M&wUR4-
z7YeBZ%VUkBWTW{IV^F%?J?~1NQ^!q8Va-q7CNw_|0z_03&HKyVbX)?{MY6J%n+FCB
z^^jtXQpcgq1jE1@jt+ap@Z_^^A(Qrx{)1(9B+@A#Mw@xB_&_t^gxcW~(MpP={a(>~
zcn^z<R9g`=`?_hheV3e^q=o73(ONYQ;mOcTc-8su(j4h2O<I0QOuTaH0=mO#UMF_}
z#ElbjT+{_tWhq059(I>KVzGRE1I6w-GyHOmgyasWnDNJb2#j<rsa?(nZKRy4m#gEY
z3&z9r^x-mh3StE74CXE)46V`^t2r~v)xoN#%~#AKpOMgsVEV1dL-sDcHmN~#-N=M!
z*XiENdp7$#Lt#sm7Roi^C=jLWq4Q^ZZaO>*B;RGllJchbmZ$j4-(e70REcjq9~}H`
zyVoozXnk!AEXr$~<5Ui9B9CWh-zlAudfU5)M`T@9?~d;t!0D=tqTh&;pQWG*JIwx6
z;D5uY<QohJH(s5}=nyB%JAF92hR*CX+cyy%_MVhZldZ%uaB}>u<pG7bQ+RL)SZEW}
z#ll$kXtQ8Kfut~<lF77GwDNuix{XrmSx;uDJ+VtiD*5T69pA3_=52aO_3ijF2dHYE
zkNuK~EcH9ox9Y?8P!Sr-iBT#m5QBtmXOS+v?W!yt^}W<e210sXeJF&7lVgqKa#X4^
z8_Om%H6r<b7RGY)gAByRFY&zfc+I}laK9&h?d*ET94o-^ybCW!W&DzmCt7xpl7`7>
zQ5wVj%pI9?kcbdcyl}fuj73di=vVFbxgZ)h&0LsBtwaO-4V%_v=DYaJ%amu1W{j*h
zxwsz=wb+K<<eWtnLp^k&G8X(J1J?*{fDl1wXj05Mht75FUEX}T*!>(!&JKeQex5}^
z5@U$>6Jf)#wT||#Vo2?e*DF*Hnw~JbBlrxVOP%M~434&pnijY(L_#sci;v=<--mDe
zP8sX)8+6x4iWTN6YTrxzoPa^=bDDhG);rF-=EDjJ$u?H!uWB8>q>h^Sr;9iDWI%rh
z7f|Z%q=RwDd9R2MyyAFHzMyZf9<i7e=M>bMsq<vyySiK<?!)+@X4EZ|+F0Hqa+?31
z6Q4H6X-U7UERu`#(b(hKhs|S;pwp~G*FXkwBM7LmBrl{aHa5NNLpnimvGqSzs0xPe
zA0L*2*{l!wP0B>rfdiq{>MT?Sdh3*4Yj<&hW;2Wz8MV9}p$Ur|8C?BG{9F&SorgN{
zD#$*V)KIQwIn`2K%MqVtuJ&j==J3AHC$ibXmFyKBwQyvYu`{mk_)@f*Z0$1H_-joR
zH8SUh5hGM2vFjM|(!2tzZ-f>)_H{Om?sr*s$w<g}y^3F7B-WiiHXfG!xZ+~5M{iZ&
zJiX4ciaF-HQUf*pR=hu9UU8oqk+CI(kJ5H`RBG%KZ2Vq>oeGxczWhWXJQBQ<5y*E?
zka&p>08{HWhYiQ1MI4KlGb=UkF5s|nUxH9@4!!RoprQqXEE)1h1Usf?wt;wq7Ap3`
zx>+Ve`K5&oJ*)zQ7}mQ)?8TprW#4F<x&zOHJ5gNrTOU8{isNsn|8lKQX0k4|4m-JU
zF<<CX3~jyl&dOmWa<?--|HN{9PlRtvJ+G@p66O5nn1@r0iTNwzY?B?<O}YIM71aoH
zfGdHJkL`*LpXsU5L{I{^dKe)Jfz(5rtIvHZg#>PT;u2M{8i9&c-G`bF?wuoKNW<?5
zOnF&mtA25r(x-Timt(n=Xq{tT?InjUeR+qmq(aDGht0v$+XQLZ9^--Yq@h8ncI~m0
zosqeo3t$PRgUNJTv7I$4+_X}~LB%I;K)#mYNMRDUlU2{YNUEu^!I<lUg~mePtC$c{
z)zy3^<k}s}HbeEebrWl*D~M1aJl&g`@w_h)xpB3Dvik|%_80z(3&08cLyi<|CjAE1
z+Rg=%%?xboZ_2_#z<ZluJr1$$gBk33s9)7}J_^AQ0>W7sjn_vBmdgTX6Yuj1QSRjw
zqg>jy=7{pUt(ld2tp+LvBP>j6f5ziClBB_<(}k-2)mGY6+r>b3i~If_ibRA&m}0>J
zvP_-4MOvn+)tO)yx<C)wmbpTz0mGt+Ug8)H{uJv>>e@}S+D4igxtA;Gc_}B&WQff!
zU^{2gLwMNVM^OJz+B=N<(FJk88|1f&>kEgJYQ+C&;Wdu?A}ok&#~a#t)QFtC_}!aB
z9q#R@z2=?0Kufb(qWQRgwYi<um<(L6DzlCxbE6!VciniGJ4?};>46a{65&-7ZTSj+
zPrwJ!sfZ7*a=%cHy{@U%%J0T-8?LTRVLgb_PGN#jc(R>3BEJtUmn_uW6S8=ZiGRAT
z((v=C%b}gAgAI+Z#|j^*`urVxLQ3@`XC>D=e8ZzVRC=v0c<#Eq?dJOot*b*gwJZyf
z*Ga<m>EuWXdSPha(Mr3&zj;oI$=K9D(iuL2ddiH$>=KCYG&)r(4QzRuN&5b8U`=A=
znl(uA=Un}eXXI{fNBOQ6C)ic82X4Hp+OZWd4dj<;xttb}FqS%IUAODi=x@DE!f9-v
zmxtvS)5V(K^l?rMBsbfG%fAW=VotLd3%!OX?jQJuj{;k2I3d?c{?`0;x?jRu=XPN|
zDdM_T+@E4Z-oLEL^HZ~mpP_O@wdCs#tbN#=*63>JdPW(3AF;pCYaxVDFX4%q7Q5Vh
zwLCb#^MSEg@OGs_qpgjcr;CT&)0&B|N+KgGjD&zo#)z){_!q7|T{h81lfj1PO?Nn*
z<yQ!p&{Uy(^+CJ-)^bApC)`y@fRs!d+DqHJiy133;e|Jxq~rL?JtkRh3#~y5^A8S(
zwGy?b1{)5YOLFR10~Euf<w(y)pkrrK+n<d}?INxfLqAgoaV#gNs?kyhcw{Pb3dtu^
zMh9fs$R8ImFTPBiimLPuF8nnnM@~bm%X13Dac|00M_vB0ok+DE^Zu8pc!g#3F+6Np
z(>s6Pu*#U0vnzqiuo8u^vR}XSFu|ygqBfS<S?=lG$uY&-{g24>&nwtDGv7eSSYR^P
zkw$+$A35GYsy|-K(+Ro%wor-mGSshnxMBI>%7s?%S_~qID6mkkX76b);9X@^?Xfqf
zw$vjdu;6y*wFgErj5#1W0vk<4`0al&#fF?7y!E6E1Eoae_$hs%V<k;<Ty|eUT1%U$
zsV&9H4hJ3o?sy0_B-mgXi{`yVi4?d=p;fwlHnTh4!`}5-EjrT!)A=<PJqQ&gbyJhQ
zV1vPO>i1h}&8|xWf>;R=4TDbG?d-sG=Hj2zuoPiRdY+w2j*h+A1Dc#Z*J*8uL;R7&
zm9E_62lmq?kL`rc*X>b<e14V``G}pZF|ZQ9VcVrN2~qIaxu%z|A_ZzSctk7K3so72
z`|k(1HbP$A4v8`6+mU4Wel@s#o4^+7DU-d<)ztWy8+Nkf6{zIo#ZTyd$gxsi#8bnH
z%8I|AAvf&gWqW8fmOa#TW3_rBTCuw&7;$UPY|*uLORc+X^-LaxQMc&_nPM0RepW|o
za3-c-hg3K=>ugfk2YD$u<?g%#(|GP}<g$e_>qaSS=gbK)ucb4&)}e|PHr;INz0mAr
z7ukX93qurIyGna+hjl4ctS_I~L}Bm|>)s%4cT3!AD<^C8L<Ls{U)&{@H67-^6{VjG
zWu;)oUZk?Z3O*xp*%4H=l!%Rbm^3o`Y?P_<<(!i4vRCwSE@9bWP(a5pDlC8eYAxJX
z&g2E$dj-)<YJ#;st5~{gFM?-IY;8M%MUgIspQ92_fAgvJl3K1^f~=UBkoqzaW-!1e
zHXXPaDM7&~1?Q-jM>eAf18gG&I&4B*uwasav=6`U-_7B9_XyHZ;a}USBFv!+%Y7X~
z8j&03HGX+@bzm^kZKSovv@(gRT56ZFP;S_mbG82S#4<dbK7#dO__dwENtdI=wh79*
zS3G#^V(uI$jI?b;2_GM$qLfPfgFyj|hwttarIC-w!ph&n<accJTZcQvjux+`$VZMw
z#Z8c1b8u!@ws{3qk}A++9U*SxlARYPsTdr~5Y%`a32J-<tO5q7^?X?1oldy=7uR?V
zd5wzLO7v*;3BQA|eb#k-z+{dvgl@C%w!`YP=jL#oRPXLimnmMz&@!fTk5)4grIm-6
ztisN~`v#UPnP?SFkLO(0g3qDEWe!vc0zGM2I798S%**=iUJ;yznea1fQoZWX<|AT#
zl<3c&eS@iTG=x*?%b<LhVM_wBpWHf~A3AcjaSH4;yZuuhyzl0wPI@OAP6R_aR&=7B
z^1h#VefsS?1gm(i5xOIHGSudaS%wr{e!`%A4si$V!a`!)BmCL)U2Ei0KFp*#i@s%P
z(qJ)aR@m#9?L+zO<BNrKg+l=w`}VdtOLzuh)ROs=SJles^AWl-iB5MT+xc?Hjf>n)
zpVm`J9Pi`H-&lr730cT{XSj3r;<KacV6)JYPs`G(O>1uI)Z*#yE)Uu4*X0R3w*uzW
z3j|cDc1|73ZFcv{Z)g}v*&Bj`ZZNZlx_)M+AnieJ`EQ-*n%OERKOmLcS!-Z!1gq)c
z0^BuSt9^Kn6{eYbnV35390wi-(jbm2T!Z9{T<~G>+VPaFKP1I?W3^YDFauY6Lf0{T
zq(uMKFPu+z_|8YdHyAR4GLssZBc*+Z)$jtNw?>YAx947y_1GpY4Q<0I&24<{E7g|<
zJ(eSUe(i?=7wR0sWD<izvc|l5hDMGjtH1l%;Sr+C;qK8!?Xf6AhkE+lI;&3;aXn7%
z9F}S+nS*y$+Ko}f=k0}-t~V3Q7J9zRIGf}UgdxJe(ty#u_>i~gcw7Hd(Y;RPhg?B+
zD?7ONS!dK&dwc7=(CG2S6AgICXkq-jv%{$&;-<#N1=I9qB`h7o)F?q#_jS7c?Jq7c
zD1rkRb~|VyS>7Ifb-1dZ+CBWGi6ekxtT%?GY%H?-Pw?0tC<b@h<%N-`3&~jYl^>yr
zC2w1AB0hz7r@!8awt_7k0|6pq(U2}V1SQ>tku=+O1d51fk{vBezs8pAmmY6_QFR6#
zP)erRX@8JQAy&D%HBGfSP7F`>F82|t!Zd9kkJJ0%cleN|MjjV9^y7oWhad0t`ioO&
z(mMTjjvH**g{Q;6VmU-ccurSaxYtar1raLn@1y85D^J)Pkc174ogC~P9r!3a_Yyj)
zD@Of3u(<XTjl=f1a3o>~k~E=*X~k!JHRJ(m`z~<=)~iX{n5>P0WTtTP^sACr_9X~X
zaHkDbF?66oU3IkWO4qM*oahrPo*#L1(Nn+Ob<uc@k())}3yAF*IPaEYcX+R;Rx$>k
ze+paPO?dy(i}4D^$RC`R*b?>f#e>LXjt&cl&45*rn4r8rJ8O0dz$VU^!bT71)M_#7
zmpnI6G!(()`$ndF3sN<Ze@IctuRmWsoU`?B+<mpTfilYKd{9NR1<Hk4nV)N#nskY&
zkx4(FpQ5cd0Z)y*(H}*|W+eT@jkzch;Kzn$rpxat-B@M0$F1$q(%j`2MRm+II(!4{
zRQrO|kEz{*))=4e=@sPJOF6|jQ6b}2@l19n+MQoxMQyXG7QoCrrV30JXib53>5jU(
zT0YRFxLHuTxT5de=a`5kXl{hdy*5vWxY4VV$H%#K?MAV9uLer=ZXF+MtF-GSJEQkS
zu`^7sGpU1Dh2v=CVxO75K0M%TTJvdpsH%hN!M%Qz{l=WbWJQkcUDv_B*<S-^5EJJ8
zyd<*1Vx=dAkNHgF$}Zh<-GZLnqxE{<a6+6~hACju6z==H&sBIr<FWTOHC7b==FgYI
zIC82N-;vMw{CXOMP`Q6^XHGsqHHw(0`RS<ypa!XpkL9OWV<CIEXeK@Nu5ib-dZ)9H
z7%zE)R<Fm=*+P?K(ecS-j(qDEmW)GgR24`>0%?nr;+4<!F2*D|T!)-6UO`G&v+Cs5
z5wmVR{GAMe`8)FZj(#s1-G~2(@5p03#B0-I3VUBV->EHiNt%_(%D*C4qJQ~hL$0xS
zSNI5fSqI@Q>9;+?*;wgfbx0gO->&fl?7KH@?l~LJ3y<Ptxu;>Kn#v`~6Tu|ugNIRZ
zc9h4(mPf9W^ZPfqci{r}RwGkBHTht?G^Hi9IjRkRD-7X-5zdlNpL&>N9SI6KOFOK^
z>{AqY<ZveibEFb4;UaVxFX9(0NA}K7Ew1Z>`o&3J9jqKbaJY_M><Nq$peu02-`i#>
zwQKHscqIJjq-Y}YvbDY*3-I+4uS24d<ZnMGQzoDzJCSu8!S;ryWPvNS4sujAz!^$e
z=g`P9+Fm1|u9?v-eZ<(Hw~P)`9-pGtA;IW3{VpFEm5*b_JR`5(LQB^4Ysd+&EGGGG
z8XDM;Hd7r*t!(gS!~Vh?+){%E>)1Lboc}_OhdNMU5&;@ZoJq~AJX>r`1@~43#y7uj
z@EnU9hMV2yfx>1F2VyClHd^3S*qqO=T{FLQ)Aqi|qu6^u0*g;1{D%`iQA9{KZ#0b@
zYa%uqqhY2-OZBUQu@t`s0aEj9x(qn2^Qv!AWmvkeVoXL@wk(mXm@(gDkf85_lXkGa
z%?8KEQ8%~Vr@lA6rXbo{t&lw5%n|2%n+!{U$*Ce4KRepAC%hlS_E7?C_)?1Xxa2B+
ze$cHgRZY_z{@d@W%})Jxck!xtCXQl<fe!qAs}8jHlI$-+%l(+S4L<NUU^4mzSPGUW
zBGaS2Oz)8M0dv_hxCjTKGAPk-BoIL9#t;=>$?+bEW2Ypn@_`9oX8#l|Fh?U`vO)_d
zOZ}idGpP9vnII2SRHSY>=JcJrt3}SnA-~kc30i5?Xp>n%bZ{BkR+rh&2sA45$!6P1
zydqF8gB~P@Ye(KU*BQrR3Fldr1F4^{GzJdI@3*Y07+Y^1ber(Z)5_9IZX!imQ3WnY
z21j<zf6xB#MPrrk2voG`d5eX;*_asOnOl(!)500z#;&^pF|ai4d3-noSRCP2i%k@&
zFA0X$S6dG6S8)c<5KWdh1AQNhBNx}?Tfpt*s+4PlSNtA<S2%D)Jv*CVa3U7$x`(jP
z?%AiwC^mu|&U{8HQsb0r2{AZkE2eojJ#B9ZA&!Fr?4c0Bo3|Tc!lC;TqQ%o<9&Ro=
zQ){0v?8#n+I}(6~)^d3|oT-#l<6_*-*zP#lzfwcjnh9?4{Q_mm$Fn{o>dB5oEt!6n
z7(N&3%>D7h6rx0{PDM<RR4i7u-#-6S^ig2nCwMmt1{O|XH7`6fGQ||MJoG>`vVG<*
zf`AuD_(oq0lnF-ijx?nj@nSV`si}faR4DX+ZR?MW=H1fCJ|MH{Ys4HzBTx;#bT8jf
z=F-lp>-qYC&)o6)7HPZl6r-PPe7eqiSema1hr=}=jWH_~o2WfMfW?*iGZL|5SH{sU
zczaVEiN=Brlp8epA=3(g)A~M(8_t&dk{9})-9bQnCNG3}neMlVGw|6Nt?V*S@Pf#!
zeIDwEmsrfg5FN`iB)fi(9-?0)@15_d)=qMwY^ObxS<y)#Yn8i~H0I8bO>6qO*jT+k
z*`y-XPMCVld_Z@WZp<<)nk%(n5<ebr+CKQrNeqdcJ*}#^y*(y>t#>d28KZ|B5)-@&
z!x1o9IqCs@X=#iVfS{&&jtS%&kpZ@_;+m|M(Fi0_<IFjiAT<}WD0$(abC`e{yIEi_
z8A#P?++*lTljAZ{+TZW+^2Y&-F!$uO>Z<?T8G)enpYCH+Z&HcM4ayrPE>x$-jCOuK
zfcN)&<CPgsvLBUCGsc#NYPG46zF6kuyV_8D4@qdOe0)DsENDHE8GL(UzRUSd5lvyx
zstG{)v+Ewc_J6?#$+)P{#IhWscAYbQbpwB=8EQU*9{V%^Ju^F*y+cfV>C0d>vT%Kg
zs;Ky2;hAZl*0E}Hjg{ux9_Ud6LkTl)nOm7Q2yA%d?;zH&&#kv9%Xt}`omTyT`>m7W
zAX{2Y0`ZuF{ovT^r2nzG6TbnS;<CR=c@0e8s)-%Jlwbr7V0euXzxJlB&)s6LXgcCG
zn1bRJr>tA8em0a{E!*VWs{3~^^F6yRGJAyeJl`$CdoVIy*Wx}xz0HHMrQ*8z!%e-|
zSSBuMiO(G<*|~!RJ+1Usk3h~y^n1bAmpo?vP@;o875;ZQBhJh3c+2Fkz(i}f5~?tQ
zs1@&ic(~7J!J^aooeBOBA@<sPxP_Kw2Po*bS1wwXzHttM-)A{k?Y95O)Me^N;bD7y
zTuDrYC)-1@Uu@r;bTltZzXUI()`$&mipgLnhF{L4NN?Cvk#j&rO;38K^r7%{2gHmH
zfF*CER9|FM10A70Dn=7_N)9J$fD^BL{ndd6?rj7~w&ZZ?DXfx@xqY;Xj;qP5l@MtH
zaJN~<yH%)aWd>i)`YH8XT`xWv?khO~o?dpTB_3@vQ8<f=>>G4gv7ez%)TC{{GIaNj
zd<_q_{Kwsu;TiM1ffi#r86GmKZdem1d}OLkhfu7P-DiKpyGfp+q<bHBKA;O9Xx$V7
zGtoga=7)|b?9yRf_kQii{VgemMu<Ztj%^B;vF~}<h1d91u(qSHPHoF(%xDRJvKdF9
z^L1Mv$-KDHm}&4T4z*^sxY5X~5y3JKNiMr}dfkSBVb>e$g^yw?3^7aYr`5-y37&fc
zM2bD6Z6_yi>cbXP3rPe5))Dwz4-^<|O?BovMQGvNj$i3~@jV3ejp=cc6lm#9dr7ZB
z%lNeyxCSV%R(f&CYI~bIwU3i|W*fRzZ?Cd=rY5sIO<;P_uv-1mGWCTC{BmHHC4`GI
z<H0lKNiLZIYL7)ZIrLNxcEr)&q^T8tzl%<wpwOsZArF1oJN>1xRGJ%|XcJaz`sJaV
zgjn8P2m-C+M-w!Z>Q!xdp;2zp_Yp?~oX(jIYIcR|bfMTfqmo14ci#8lYUuCq!obct
zG_u=OOjIT#a7NiPGKu%g(hxW%hDSDIq6AU(NVBX-2(P-9tv87dwqIqA9zrP2ZazB^
zSidD*K5#R$7V9C5cx`(PH)A*Fhgx-jNZ{4axp4o(s~7nqgeF~?p)<!$H*<WESOG?>
zBgOL)VP>yVq5pvEmva9PJG&E}7Fhk2g@){@wWPi~tc$0v&kl?Fm!44*!l-y!##WMe
zyl#__3n|i<`p2IO8R_ZZ;!=}5Vgu!wAPERq8qc%q+&d{<57(yo6dW^%u=G>&`F@@D
z>@LJBbk?o#cUuFMXI32Lw@)xBtXg3gZni$L?Lwi~#E?>j$f$&gGZnr1pddMWe0Ccb
zic5N%>KYvUc5cIII0be^-;l6l*6GJz;Ubth7<VYixBV>O#I=tD{A?|;NUYp>qLWHQ
zS63B=g4v<y&&R*|%$*g9;O_c;dkLE-Ni+WX{^MGwAf}&vbb#Ge+t?*tMrrg734NVY
zL3Gp*JeX9<7aePFq#s>hHxqM7(n)bcBs=6qWqWr>T;Y4RM3G{NhlPzob}R`=v2E!e
z6WDrQ8$@^?rU*={ygPoAd=nmgPvC-skE3Dr(;RlP#@GvrWZvO%STB}23%VgPuZ|Sp
z8rCFL;7Cji6q$V%n&(Y4_4BMS8-@y}U`_aJ=kjA=wSXrseDb4m)xa58U#FrsUvn3R
zmLBo7;>~+16r_rz;IEk~pFBRUV4=ZdACnhNm1@2#H2)wJA&pf<@YT63g=F#cSysv_
z%<lN9a<d~({?BC*o7Ut5aKErW%gAOl#br52qrpRYV`$UMcVflznH_2i>lL5lozg?_
zMi;z(zR%HOZh`UdUnWemAHrhj+fV0Ng?fis;YyOGt4$$5r)+3#p<1U>r@@|lP@w3z
zl2YJd({Vx;fm@~7tc-Ey^I|glqX9*#0#~u3n-1(@t+79L6)tVtMz`7S)in&jBWPw3
zZjm?_9*%O~a*Zle)^U(WAmd@XdT;sB?N@87Q5>z~X9>_<x!9~pI{Qc0gHB!faogh^
zj`3<6g;7%ON!Bqqo6Dwv_}r!K$C>C#eevzJVBe5g<iqb@lk=4Ar~=NLQPtEnK}}|w
zzs0ZE0)~bUuOffRAU^iEN>Gze(HEXFQ{~qxvD;0e1^uYy{Xu%zygNCgvrwQS?MiJS
zS`0g`!ExWzJ(aKd;Se9Il#1x}1D|@H3``{Jz=s%Jm#0RAj=O$yEMES_c&-cYPCnVK
z8?;qSoeLg~o)^j~9KA#*!k4G;kQOOE@im0iDBU8p&}rplwmAzfz;#^9UODGHkuZ`X
zaN<ilMzP<EIXdChv}8!`LIvbX{SqmnxfYwgHfb|I4VRbrJsTdkO(5=d(@H)Wa&C~}
zm-RY>G)40-9Ta6!lCCZS=Zgd^t~<tF7C9KjaBt!F@aDxRGUmQ7cm!XO-_kTGQDd*J
zx(RABG`!e>{}t~=?0&o$4t_RrSij-LPg^d=oaXw7j@bK=ibj@}vnS{mmWEhAf}ui!
z?6h#Ymg2++<12o*Q~cOh^4|dPl=6};D}t~jBpP~Xs3DTNz+UZr#p%&M8%mP}XXw+u
zzGc%<RbO8ENoW3uK!`gviMQ<cs^DY{h;ojMb3i?m(;bc9$acirf9O>T9ArO*sDO-x
zahtC-RY}y<J2`5}lh;)=B=^MNqwr>5Cn~!wdGd~vXh)}k{9FMLbM;s&3n0#lll6gQ
zYgVuF<8o2Xdu6Kb@b>UhJpvo+cIR^6Ko_NK>s0_7EBT_~Lv(|e0$$Ue7+`S~O!_=S
z07Wd0JTFM$FZr%1C+wVWYvAW0o~StO?T6q#2~Vw&Et=J|PY5SyUu*}>&mT=s_Z}@%
zz=SqO4K6la%zLQz5?|(u@wvcs{J2WJFC1mg3Y5VdV@P>c^|4Fv>l*`;-Svyn9Da=F
zCGYqAvs!vm9*EEc{KHox&B&bhh1qg>9~(p<nSDcjHgrG_d^S$tsE=1h#x#W&K3|V~
zYbx(W441FsS)!@(GPMI}g{jvu;yr4|=U8U)%&=5k>@>L@*po)VheSjqlU|OfR&YWz
zx*nsf6c;-Lo4wSKx~yOaoc5OL5+|0N<fBNk^khSkGB3mBodNO+^h7D1LFQ7J7v7Ha
z{HawJxDE8s8qaSBnT0#NZl1xRDy)BIClVdof6eazK;10VTRtfw>7JKy)p6$qeF{2i
zf)A-b-_QvntxyC&ey!dc$D{e4hD4<u?RYiRIiSA5Y(MF73$6tBG!k>9CLjCU^;cjN
zDRVMZFqb(2U*?VsJNe40)!45-$D3Km`%ph~&>HNRlNs@WN1K1V{-H5^uCU(pN~`}N
zHG#2N+ABOuu3jV+9Stq>)g(pbnkd~6J{o^_#ChICNYnwu<nrEb-i)(5CIL3ke$;Y)
zKJ@u9+gO5fut?P9eC3MxOu6%h`erg4i`@>nk~MfsTOGyU!i?5WoWOb3`+hC|=Mu`^
zq(Z!9*M_81s0)oS|LMSlYQW?*{Lzld99#CqJDXm<j_ns8M49n}1J|57#eou4m9FZO
zbif9s&i*@f?vGsXV=axg4ZOR$wYzveli)SoLx9t>ul^;%e-!C#RE&T<whfbBaZ)n`
z?SmX;!;hHLUPtY%O^<$0N`Zt}az~vI@0r#Ox7PKcBS!$L-4^|I6sK(Lq!GNBM{3wE
zMri-yw<%#BLyl`?g!{DhJp>itb0o~Myb?2vxn(m1^f%#eF!mR7L#CL3!^hA;x~Y5S
zAT#m-0RbOWQ%XUk@ivKsyo2}otzS11h&E!cg-h1ci0iLSDKu~hwKyt@r=*fnt>+QB
z6~#V^y6(;HCA>!PP06p%yH#|37JVyJ=A=08`tGsGxM+&R@Z!59m(89P$IelaONi>m
zsaPKkVW4~=7mUwJp2ID>F%Oh9(vGh|Z%>xr-gJ{^QHyu)bdCO)&n}GTwogbWND5D*
z%0Kwkx#ADfH9H7fyAcfuLO?z;o%{zmWBmHnl!}4}t6}a?hiLSblN1)|p<q^TOt%lE
zA(y|Gk*S6usahJT7AGXhzVG3yn}ma$4v1jtI3yaosr^sLWhHI}!79nApRtr0Si;T>
zB_wo9ndj3Tt`CCjmS{By+nqaBZcs*}F(L(MqODN<`O|S&mI!)tE>}k1p{q5z8%uG3
zaRdAkKRB7sOs16?p{(+{8f_}?_k9e6rTBPy`xQ*F@YUPK3FghdP(ok@OnSNCF6zLU
zQ?_`3x~BI=kN1A+RYIdARb1ty(?H{Ux3J6&aqq_IJ60mxwHtGG*7#3yU*O+GxskdB
z-@8({b<Hucn@zptcX7X2kqrIj(m)j)&Za=mE+kBIGOm~|N8X-Sc#cltE_jbspkkG_
z^IEIE!#*mT5Q@h@KuAESm40lYTJ&T3w#3PC^uUuTk8e5#!&GDRsA<3eF)~tywOPkp
zM5xfkuOY87G--O+>72m0*Y}Q@15Zr!h3=a$1k&A>-QwDdE5t2Sh1_N;mR>g<#pt2g
ztOo`Z^p#wzvgXTQ+*Yl!Px#DUzh#<BMJiS|1Zr~_Yeze9GCSs`aWxEA#KR8|Gin$<
z^m#1uO!{-$yPy!UbRs!2bM{3PxoLLKj-G%j`1>9ZT_C|p3i`Kv18RM-No>b_Gus`v
zH9nu^Ak-)e3yqugM<TjIu+D4QTS^8o2}?|8>+=(Cvbbxz*(Hu4AHTvdv*68|q2TfW
z<cs1TxOuyaW|Xefh+g3`uMFh#naK(}(ZY0pHhtq}wCK-In5f9biTcg(Xz3L+796bH
zV2Odz@Y#!64Mv<kC-?YEG{qv}Ol>6fY%dgTeBQPm6udvrFdq-9$NR;f;_$*qOge>s
z24-QLFhusIo5JqvoxEan+b^=mSJsLJmAPBQDCjA(r1%3Q&z_-;O9%@p%ke?K?a!RQ
z63asuR+M<WoJX(RW~e&AU#2K<Z9PK~BY6U#HFt;7eQa3TnQoIO;@)}6GPZ$qm-gb(
z{Li0_jXRkM3iIRM9Kd_A4}TRI)DFOiDCbit98^8S{W@#s>aED^?zS&Vsa!<H1^~}_
zfkoabFr*Z1qN^Kk(@l5W1`rjO^q9v(gHL)rV?*a<d1r)8dgVNZ_iEp$&b0vDtxJwl
zwF#9H<>m3XW4x1WYpd}oFjvRml$^29m+)OcPP>$YJvmzCjf$4-_L`sdFu(-aqL-Nl
zMh)iGYu~4zpRSJaT;#sN&2OG^54$W5Cs81l>!PWqc_GUTjaGv68)2N_h@&|`c?DVt
z(4pFHZlGdpyturS1>xKtl+D@FIrI`}OcT0@<4(|oSZLpvr?Fz8&FTQu+7%sB)tPE7
zw37}7VRs3Myy21YILl()#2U{0R;=6vMn3mmY45qEnXJlTmQ4MNFmKSQL+yHH^>mBX
z+4;G4Dqh}f;O=cB5lD>KEx7UVvUK`bvG+*sOA<c}D85A7uz85u{Aab=d0@57yGEuZ
z#>Pjh{a22XB(3qWn@)EMJ}8hofZsGBnXqo0qW>jEM1=efzymdPIM5VhD+dXk)yXO3
z)+{q?ujG<z)x#Z5+IGDk4L3^Y$>16V<kx)cc8vBT<Z*<%GId|x@}c$7KJ~D^HI2}|
zs3-q2vwUTeTUvb3o>Rg%a|50h?-wOW=#<*;ofCfmE$D5BkqpStCIRhf7C|)9w^i+0
z54(6*>MQ$%)~CT=l?>&`5l&0*6!Q{Q%>s6e%;0%>J-;Ql+7(PG7Y<9lOY+nyL?9Rc
z(sF#kB^DOSJv-WZ*R$7&w$7V*(0<vvKgm56$DlGETOGoS@h-A~1%~<zp?c{ly6AZ{
zeER(^$D}%j#f;$EhpKb1Hd6ZJ48n%?1`q;%M@utV<xWK)mwFaprdc4rP;9pRcndR;
zG++wzIotLI0x}dH<|Sp%rzm^$&Z1q{&L}yTbUA#ReN2`gbUl7zng&YHl^<m*(4(Dh
zC?wGd>Y;f-`km;7Q3@ZwdxKV`OY?4M)9DEMOmin}shgjVx+J$T<D|9WPbkp}KyzX`
zW0$?CO6Rw1v7D=ul^%VTQH(gDw~#|fMd}z^1ZggDgnRx0MymB;+XJ-MPld@%<>js#
zIzsxQ|7qmBLib-0f<F>r{Jb9o2tvarEkDN+<7vd9)Z-UK#C*f!zvFTfdShb6@~&{n
zt1dG}Zv+a}2C|}dsz^y*+@wB3S+s3k*_rl&`c>zCIzie<wxS_jZ_#=C=rZbOxY%6l
zQgIfqOk@OFS~LybcQVH)(z$|v^oHJ(X(zDDu$ZM@r;Xk%@gOU5@!!_~<1heLD^-uo
z3i@-jK2w;!H`fM-9Jwx9wbKPhCqjdDEs^}zB_>IeWr?GrMQho~&vFp{pZ2c)o$39J
zAC9u(#3Ch;=%D0ys7yjCL!2nmJgrky9tvYv9-0;+6rEJ^FiDz{)j17g*?JN=7-61?
zm8Z>SW_CR8yod8G|H1dVzTaK%Yd?KH_jP|>_x-x>`*UCS`~6ARO4rAnt#B;nU%vuT
zJSLf#XKol-QGhQCh`^r%yIJ_aS>G8wbIQ48?LNoiMt?E&{8Y0+w-g*}uV*@~QsBDK
zH{CU=FJjKfZuVIxncWn+F)v<o#?VG}f#yCTY5Mc#QV81^sKqsQej)>vfI`+k2wb?i
zkpFA<W4ri}tD2Gk2(ZdEuDqG&3~V5V#C!MPq|-@UjWlCWK4D_$x?Xy_(Sm$vw8=}M
z$~lvHwXIwo`dh!(hW>BuInxLwGMa8yZ)G2rcm?uBPE3btGham@a)-L*i8<UG1y7dJ
zP(^Z94l~hnSY84uUN|dA#;w`+QizgIYfjFjBWzsLT2h%~@V~m-cf3T3P9a=(R$?}J
zHV*G93KLqJ+?rI~pFLW|_m>Pi1w}P{gtQp}Dec8;(yq?2f?_g4D%LHEm4Mo&zm`*h
zQT$#GQcCq$KJtg`Cxz?h@tD=wPCRmk`VMbOF&EXACzw9DpL4*u$Q_QTXjx$By;bRl
zR95mh>oK!?1H9L=uiu3CDFA6HS5n5`lSe$3Fk1dk)0R4BNif&$aq^{1bEI?0FB=L6
zi0sC<irv?fm<GdWdmCZHfMd6I5p|E|mUEcSVkGv6CdRsTEvK1I3%A)CTo|U%v<;BN
z0-)7g?d}8IWf>STHnxyU2R{k#Jqx+xXv%N_0}BNi2|tbbz3dGsEWiY`)yeYdjAy&Q
zhTcT<xw1bvM06m#Ml>*k$}Z^-)jrk@+gPbb0l6=I9ytPwd|Q@OZOckbW24s2o6v^i
z^DS#BB#-<%KD26laO>0T;fALXNxI0VkM{G(`DasxX74k8kTI1|?q79z^<M0E>PY|t
z+<J_qKlp=ljkvLTCeu4kBoKxRd#>GhoI21|9MCb7Md9PLi*NYkqy0@rYiBJcNL^I#
z1d8CPee0)Rb?u~_Y(dqzwttiWx0JH_&r;8kvUS#XdS4Zp;dq(%laK=-yjx78U@I#!
zLrkl6K~4c_7R<n~wkTvWDdH^&t7Y-S;=KT!W&VYcyif;xgNrW&bf@+>7t3t;4pW_r
zQfiwms>FlRDkuaj`4U>ZZGzPr^N7WumaieLl6yE(HXlV+?)!~6&j|Bxeh+3d{sJsR
zoH<NjZNR02=`*|$Y39rd9KifS?z5TNN@LNF82Id9VD3QGmM~_%)~mB#0T9x07)Nfw
z_{_`&4qu-ZZ2ml82n&!=;nm43Hm#GsrW#6+HR3wNwAl^^fH?g<d2WS#olR1`Zm+si
zxM0K`E#h?SJqhF3hy*Yd&*xZ8<a1VM`E5rt<M88~zA_2*!DXj<7_t$nz(+rdwcT>y
zvd4GeT1u^z!iBM5WQoIC`^vl%SeMb&u9r<>MJz6@=k>PR-4e6+PzX}c-ED^!syYRM
zbEG!URL;Fxh`#*p;)8=2F|9%WDtZMG<e?Hy4G7{XR+5t5=+10ZC>!C2xCXTt=WsYL
z4%_*dc(g;RPsfPz9rgBBe(>AS`f1n0@+P{X8jvPK_hi|vu>a|ek|bSVll1*%;Vzit
zw<{=fs+!T`8OlWAQPu9J`iyeW=R_CSk8uO3f0nr4_cOn4DJhP(KOFrH#I^4T)D!>u
zcSj4%Z69i2$!9QNuhIsg38-fRxn5D_Mg?-HwlHc<4vGz3@7IM?x<b?(15ya8<qkT_
zv2f`jS0%iT+WHKYYCfG!5sVsh(vzxn=U;vPHOD&BQM^TnppbtC#O&_~c1l6rWxhcg
zA9{4OEk&SAXBm#nX&h?=7lVFjAuoBw#YvF5=ySL%;Zy>V8;}D&GENvK&A5q!8mN(q
z35bo_E3~-|Z7&_uhxrYfAxc6b5Cw<I-(#)Bd8R%7N(xGE?RU@rFBY~6fWCf`#m(PT
z{H8$)s`%gQz99!9-v96UufrfQ?KSA9v<cKqIxF`GD`jc!1p~o>z9JQIp049{U}qwd
zS>k!#!NB4kWf$Eqe@7j^Jf7F@%qCP|$c@A&j1g_{LfBFglV!}(6ZT5$dgiL-bX!y<
z!^7<6Z!UW<dkV0CJLUXLMsd+GY_%nV;_jJ0B2k`ru-cy(x^p)hboO8_5Hhx9^^hkz
zA$0#}kY%#W=aI{CW&jjq#5*9bEfy5e^)+>nAw{nKbW7N)JetaE&6rZhl=ak~cP@Bo
z4ujT(GMA?@`o?z#Y^bILmaPlv!_u0lELyc_iWcRPAk&?U?!5v38k^gXwyMa@Ho0&Q
zT|MhD-o0Q7-jIGlefEWHJy;!!vHqKWNeSwJ!`dxtF|ikT{d8pH9+O2%;I3M$>uQ?K
z!BW10o^5GpkW)n^ue)M;pOPLOoR%tqwV~bO^qEsCn5p~B&cB!)rigk|v#{asq`NQX
z@~oq1cx1hV{LQnwOY@lL$uY>zcBerbGyc`0--beGiLhE)*NYu@vH07zCb`N+f#)yE
z_H*N^Pc#m?GnW$(D0ONej&YgPe=Du~@-?-PRG+$QF{=*?io*Kb_L%L~%!W+;VRNTG
zjo}a)**L!AB&GpM{8`AH2<xHt?$0pFZGGfrAh*TnBRE8&HD!{WGX4TrUo!a$B(UJt
z0>gK`{Li#~stHQ?Wn(IaibL#-tpD7SF{YC&18<C@-1lv4CSmoGO+>t*-20oG&-BBn
zL(U)2UUAaSwan`us_YXEup5o;TbIP%{+uJd_vy(*<u)F%IYv8MEBCq9iP+^hi%SGS
zDs@vK)?pF!2PlP_qox(lQ`a%z(wcQ{%KZlmCJcC&pp)SAq8M$wA=QtsR0IohdVYSj
zrfG&`uFLjpohXB_9CW<%u#9kLQ|nS_R6H-%n$Ko+E+qyH?X(;N4?0%UyXng%zpn?G
zci%K^X8%4obk_IyUF6P)z!a36y6^U&nURe!K|IWev{go>X%n}fKJL+PiW1FEyN#Gn
zz#nW~a%g$nE?|kaiREyIgRJ@T8181`#da<&a``1_^$XbBcVi9Flct5HYKjqm{c^RJ
zd`b@nO5irmL%x@w<4xv-_>F5-&Z>n>3s0))pyg-&8@d659mgQ|y784hU}L%C`&o>j
zn&7Td2*K{a&&y1RI0Ujg{&d@srKbu<Nb>xjlryqhkj^sL+K<(g0$pk%JTJDS#jQk#
zxusW!eq_5@_s(6e-1?wZqK3Z6P!VBAc@#X{Lg8ZYU6<rPPuF9@hkB50@kIM&r#AyW
z?=G_<IWLk>BTWlH+AQTxSdk%@BR{z3$N%wra3X10n{3zVPtnL9!0!m$!HRh3^woa=
Ds@uQs
literal 0
HcmV?d00001
--
GitLab