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analysis/patch-1000_1000_1000__qs-15__tr-nnUNetTrainer_200epochs/auc.txt

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+Query Method                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
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analysis/patch-1000_1000_1000__qs-15__tr-nnUNetTrainer_200epochs/auc_pretty.txt

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+         Mean DICE Final    Mean DICE AUBC  #Seeds
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analysis/patch-1000_1000_1000__qs-15__tr-nnUNetTrainer_500epochs/auc.txt

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+Query Method                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
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analysis/patch-1000_1000_1000__qs-15__tr-nnUNetTrainer_500epochs/auc_pretty.txt

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+        Mean DICE Final   Mean DICE AUBC  #Seeds
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'std')":{"class_power_pe66_exp":0.014349141,"mutual_information":0.0303188519,"power_bald":0.0096408106,"power_pe":0.0152624544,"pred_entropy":0.0696044952,"random":0.0262472422,"random-label":0.0046066061,"random-label2":0.0205158366,"softrank_bald":0.0257688327},"('Class 6 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 7 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.277082726,"mutual_information":0.1767856296,"power_bald":0.1996219008,"power_pe":0.2357040731,"pred_entropy":0.2413213466,"random":0.1243510895,"random-label":0.3786207905,"random-label2":0.2880917325,"softrank_bald":0.2282671758},"('Class 7 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0297685096,"mutual_information":0.0591951719,"power_bald":0.0404842545,"power_pe":0.0125161755,"pred_entropy":0.0128148757,"random":0.0512453178,"random-label":0.0383873331,"random-label2":0.0372226046,"softrank_bald":0.0256074223},"('Class 7 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 7 Dice Final', 'mean')":{"class_power_pe66_exp":0.3825384848,"mutual_information":0.1924337985,"power_bald":0.2892997684,"power_pe":0.3257842497,"pred_entropy":0.291811358,"random":0.1525722278,"random-label":0.478258872,"random-label2":0.3976763683,"softrank_bald":0.2902196577},"('Class 7 Dice Final', 'std')":{"class_power_pe66_exp":0.0299035809,"mutual_information":0.0724366016,"power_bald":0.0281290412,"power_pe":0.0276062946,"pred_entropy":0.0427904716,"random":0.0607738912,"random-label":0.0326104731,"random-label2":0.0384843596,"softrank_bald":0.0756096811},"('Class 7 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 8 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.5217312367,"mutual_information":0.094325207,"power_bald":0.3310503508,"power_pe":0.3427120576,"pred_entropy":0.2788193013,"random":0.154931415,"random-label":0.658018566,"random-label2":0.6338073349,"softrank_bald":0.2439780174},"('Class 8 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0929386157,"mutual_information":0.0193591683,"power_bald":0.1054307171,"power_pe":0.2040501621,"pred_entropy":0.1895101344,"random":0.069815613,"random-label":0.0420715459,"random-label2":0.0420998619,"softrank_bald":0.1375170775},"('Class 8 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 8 Dice Final', 'mean')":{"class_power_pe66_exp":0.6584018746,"mutual_information":0.1048655611,"power_bald":0.4256652697,"power_pe":0.4181484915,"pred_entropy":0.2346567341,"random":0.1489393343,"random-label":0.8259760778,"random-label2":0.754666353,"softrank_bald":0.3366633903},"('Class 8 Dice Final', 'std')":{"class_power_pe66_exp":0.0394341359,"mutual_information":0.1378609562,"power_bald":0.2235703033,"power_pe":0.2140776205,"pred_entropy":0.2707457063,"random":0.0430174311,"random-label":0.0162815422,"random-label2":0.0440075279,"softrank_bald":0.1736385355},"('Class 8 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 9 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.3199704705,"mutual_information":0.019732185,"power_bald":0.1039709615,"power_pe":0.1129622834,"pred_entropy":0.2688574039,"random":0.0651279594,"random-label":0.5500228583,"random-label2":0.4387876412,"softrank_bald":0.0456520951},"('Class 9 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0344089976,"mutual_information":0.0128385964,"power_bald":0.041888164,"power_pe":0.0382654482,"pred_entropy":0.1230041031,"random":0.0511297461,"random-label":0.0206877708,"random-label2":0.0661768738,"softrank_bald":0.0358372458},"('Class 9 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 9 Dice Final', 'mean')":{"class_power_pe66_exp":0.5551762918,"mutual_information":0.0,"power_bald":0.1204029784,"power_pe":0.1903517125,"pred_entropy":0.2408746623,"random":0.053976581,"random-label":0.704993624,"random-label2":0.6027506894,"softrank_bald":0.031549851},"('Class 9 Dice Final', 'std')":{"class_power_pe66_exp":0.0266128316,"mutual_information":0.0,"power_bald":0.0512492107,"power_pe":0.0464752129,"pred_entropy":0.2623273579,"random":0.0733165637,"random-label":0.034219069,"random-label2":0.0793966154,"softrank_bald":0.0630991106},"('Class 9 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4}}

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200/auc.txt

@@ -0,0 +1,12 @@
+                     Mean Dice AUBC                 Mean Dice Final                 Class 1 Dice AUBC                 Class 1 Dice Final                 Class 10 Dice AUBC                 Class 10 Dice Final                 Class 11 Dice AUBC                 Class 11 Dice Final                 Class 12 Dice AUBC                 Class 12 Dice Final                 Class 13 Dice AUBC                 Class 13 Dice Final                 Class 14 Dice AUBC                 Class 14 Dice Final                 Class 15 Dice AUBC                 Class 15 Dice Final                 Class 2 Dice AUBC                 Class 2 Dice Final                 Class 3 Dice AUBC                 Class 3 Dice Final                 Class 4 Dice AUBC                 Class 4 Dice Final                 Class 5 Dice AUBC                 Class 5 Dice Final                 Class 6 Dice AUBC                 Class 6 Dice Final                 Class 7 Dice AUBC                 Class 7 Dice Final                 Class 8 Dice AUBC                 Class 8 Dice Final                 Class 9 Dice AUBC                 Class 9 Dice Final                
+                               mean       std count            mean       std count              mean       std count               mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count
+Query Method                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
+class_power_pe66_exp       0.315390  0.027660     4        0.438511  0.026817     4          0.526264  0.058365     4           0.653301  0.014221     4           0.244564  0.009608     4            0.399170  0.056323     4           0.037644  0.074829     4            0.092136  0.184271     4           0.000304  0.000608     4            0.000000  0.000000     4           0.130406  0.058477     4            0.261941  0.037093     4           0.435270  0.073781     4            0.606154  0.037843     4           0.324557  0.087400     4            0.420930  0.026236     4          0.325801  0.083511     4           0.503070  0.143218     4          0.379122  0.019540     4           0.509076  0.071041     4          0.357543  0.062921     4           0.464214  0.036105     4          0.087990  0.088211     4           0.262984  0.210129     4          0.762605  0.013364     4           0.808569  0.014349     4          0.277083  0.029769     4           0.382538  0.029904     4          0.521731  0.092939     4           0.658402  0.039434     4          0.319970  0.034409     4           0.555176  0.026613     4
+mutual_information         0.169332  0.023345     4        0.178451  0.046038     4          0.380748  0.026836     4           0.449701  0.049085     4           0.038598  0.025197     4            0.000046  0.000093     4           0.000414  0.000634     4            0.000000  0.000000     4           0.000000  0.000000     4            0.000000  0.000000     4           0.013221  0.009351     4            0.000000  0.000000     4           0.240988  0.111921     4            0.296610  0.245107     4           0.297987  0.184793     4            0.307034  0.210302     4          0.177918  0.160861     4           0.176106  0.196947     4          0.185622  0.085376     4           0.168859  0.090083     4          0.244807  0.032870     4           0.265832  0.035051     4          0.000615  0.000870     4           0.000000  0.000000     4          0.668213  0.043328     4           0.715283  0.030319     4          0.176786  0.059195     4           0.192434  0.072437     4          0.094325  0.019359     4           0.104866  0.137861     4          0.019732  0.012839     4           0.000000  0.000000     4
+power_bald                 0.217072  0.014818     4        0.258315  0.022477     4          0.454112  0.042927     4           0.524448  0.026881     4           0.138991  0.066246     4            0.143430  0.066286     4           0.001460  0.002897     4            0.000000  0.000000     4           0.000000  0.000000     4            0.000000  0.000000     4           0.042944  0.020533     4            0.048782  0.019313     4           0.269724  0.173511     4            0.383270  0.210885     4           0.233706  0.104275     4            0.253205  0.179319     4          0.216230  0.123644     4           0.328986  0.142214     4          0.200151  0.097244     4           0.217971  0.090954     4          0.318958  0.026383     4           0.355931  0.020603     4          0.000002  0.000003     4           0.000000  0.000000     4          0.745162  0.012424     4           0.783328  0.009641     4          0.199622  0.040484     4           0.289300  0.028129     4          0.331050  0.105431     4           0.425665  0.223570     4          0.103971  0.041888     4           0.120403  0.051249     4
+power_pe                   0.232819  0.012609     4        0.270546  0.020329     4          0.457028  0.035215     4           0.484697  0.059392     4           0.175158  0.039200     4            0.199395  0.059552     4           0.005788  0.011237     4            0.000000  0.000000     4           0.001249  0.002498     4            0.000000  0.000000     4           0.036879  0.028632     4            0.045631  0.028688     4           0.350813  0.119130     4            0.452218  0.141262     4           0.241076  0.093736     4            0.225686  0.072774     4          0.244433  0.103211     4           0.351204  0.056322     4          0.268086  0.070242     4           0.321658  0.084038     4          0.276493  0.067488     4           0.257863  0.082735     4          0.000041  0.000048     4           0.000140  0.000280     4          0.743868  0.013406     4           0.785408  0.015262     4          0.235704  0.012516     4           0.325784  0.027606     4          0.342712  0.204050     4           0.418148  0.214078     4          0.112962  0.038265     4           0.190352  0.046475     4
+pred_entropy               0.246133  0.023408     4        0.273737  0.052126     4          0.324146  0.106316     4           0.442082  0.126207     4           0.244510  0.037868     4            0.327620  0.109852     4           0.007417  0.006903     4            0.000000  0.000000     4           0.001522  0.001759     4            0.000000  0.000000     4           0.024517  0.019503     4            0.008296  0.014997     4           0.381526  0.134698     4            0.476667  0.188984     4           0.402179  0.057982     4            0.525923  0.041945     4          0.266293  0.071879     4           0.273344  0.066833     4          0.272753  0.054188     4           0.276535  0.149593     4          0.291374  0.026145     4           0.300516  0.044571     4          0.001096  0.001465     4           0.000000  0.000000     4          0.685666  0.049543     4           0.707727  0.069604     4          0.241321  0.012815     4           0.291811  0.042790     4          0.278819  0.189510     4           0.234657  0.270746     4          0.268857  0.123004     4           0.240875  0.262327     4
+random                     0.161440  0.016176     4        0.169921  0.033166     4          0.370068  0.037261     4           0.396274  0.060266     4           0.088541  0.031635     4            0.083936  0.057013     4           0.004434  0.008797     4            0.000438  0.000506     4           0.000950  0.001900     4            0.000000  0.000000     4           0.030543  0.024225     4            0.034601  0.028550     4           0.202530  0.143292     4            0.237444  0.171027     4           0.233747  0.089963     4            0.259393  0.052658     4          0.099424  0.102240     4           0.106778  0.125384     4          0.137479  0.068026     4           0.131918  0.106977     4          0.237088  0.085465     4           0.224616  0.115976     4          0.001047  0.002095     4           0.000000  0.000000     4          0.671345  0.025524     4           0.717927  0.026247     4          0.124351  0.051245     4           0.152572  0.060774     4          0.154931  0.069816     4           0.148939  0.043017     4          0.065128  0.051130     4           0.053977  0.073317     4
+random-label               0.481210  0.006762     4        0.602537  0.004537     4          0.585881  0.027251     4           0.687755  0.028868     4           0.379236  0.027569     4            0.499547  0.022774     4           0.481271  0.053436     4            0.641979  0.017988     4           0.370910  0.023864     4            0.510076  0.016879     4           0.309592  0.012452     4            0.447114  0.012137     4           0.535664  0.033885     4            0.616030  0.026083     4           0.333764  0.053491     4            0.335375  0.043727     4          0.494221  0.054970     4           0.648313  0.029713     4          0.515372  0.018132     4           0.668668  0.044524     4          0.443232  0.042189     4           0.512607  0.048246     4          0.394706  0.040551     4           0.616229  0.019908     4          0.787637  0.005799     4           0.845134  0.004607     4          0.378621  0.038387     4           0.478259  0.032610     4          0.658019  0.042072     4           0.825976  0.016282     4          0.550023  0.020688     4           0.704994  0.034219     4
+random-label2              0.393165  0.026844     4        0.516102  0.042052     4          0.484597  0.026600     4           0.566992  0.019251     4           0.352037  0.024278     4            0.457049  0.050967     4           0.296661  0.072182     4            0.529604  0.036495     4           0.207545  0.090931     4            0.381558  0.090749     4           0.173413  0.009260     4            0.284320  0.042449     4           0.468408  0.091853     4            0.576697  0.033981     4           0.365099  0.069423     4            0.401873  0.070715     4          0.402434  0.052066     4           0.535833  0.076178     4          0.419621  0.049718     4           0.579718  0.064476     4          0.390751  0.004734     4           0.455229  0.033785     4          0.229251  0.074972     4           0.414837  0.122968     4          0.746970  0.032003     4           0.802731  0.020516     4          0.288092  0.037223     4           0.397676  0.038484     4          0.633807  0.042100     4           0.754666  0.044008     4          0.438788  0.066177     4           0.602751  0.079397     4
+softrank_bald              0.199523  0.015528     4        0.234753  0.031939     4          0.436436  0.029186     4           0.512096  0.022131     4           0.076872  0.032744     4            0.022912  0.038745     4           0.001455  0.002909     4            0.000000  0.000000     4           0.000077  0.000153     4            0.000000  0.000000     4           0.016074  0.022611     4            0.016130  0.032260     4           0.279787  0.161861     4            0.445493  0.079240     4           0.300058  0.144123     4            0.322139  0.176123     4          0.216425  0.075396     4           0.336505  0.126701     4          0.205562  0.063294     4           0.210292  0.068339     4          0.220870  0.079076     4           0.222532  0.093047     4          0.000580  0.001160     4           0.000000  0.000000     4          0.720752  0.016144     4           0.774764  0.025769     4          0.228267  0.025607     4           0.290220  0.075610     4          0.243978  0.137517     4           0.336663  0.173639     4          0.045652  0.035837     4           0.031550  0.063099     4

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200/auc_pretty.txt

@@ -0,0 +1,10 @@
+                       Mean DICE Final    Mean DICE AUBC  #Seeds
+class_power_pe66_exp  43.85 (+/- 2.68)  31.54 (+/- 2.77)     4.0
+mutual_information    17.85 (+/- 4.60)  16.93 (+/- 2.33)     4.0
+power_bald            25.83 (+/- 2.25)  21.71 (+/- 1.48)     4.0
+power_pe              27.05 (+/- 2.03)  23.28 (+/- 1.26)     4.0
+pred_entropy          27.37 (+/- 5.21)  24.61 (+/- 2.34)     4.0
+random                16.99 (+/- 3.32)  16.14 (+/- 1.62)     4.0
+random-label          60.25 (+/- 0.45)  48.12 (+/- 0.68)     4.0
+random-label2         51.61 (+/- 4.21)  39.32 (+/- 2.68)     4.0
+softrank_bald         23.48 (+/- 3.19)  19.95 (+/- 1.55)     4.0

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200/beta.json

@@ -0,0 +1 @@
+{"Query Method":{"0":"class_power_pe66_exp","1":"mutual_information","2":"power_bald","3":"power_pe","4":"pred_entropy","5":"random","6":"random-label","7":"random-label2","8":"softrank_bald"},"beta":{"0":36.9595851531,"1":-10.091295276,"2":9.2992569702,"3":15.2758726772,"4":7.207023488,"5":-89.2786763881,"6":94.9207630492,"7":103.8147987073,"8":-0.6001060488},"beta_std":{"0":8.935649046,"1":20.3774047617,"2":15.9793372346,"3":8.6829632996,"4":2.1635197019,"5":165.2350969909,"6":28.6232151227,"7":24.4573485327,"8":8.1191466408}}

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200/beta.txt

@@ -0,0 +1,10 @@
+           Query Method        beta    beta_std
+0  class_power_pe66_exp   36.959585    8.935649
+1    mutual_information  -10.091295   20.377405
+2            power_bald    9.299257   15.979337
+3              power_pe   15.275873    8.682963
+4          pred_entropy    7.207023    2.163520
+5                random  -89.278676  165.235097
+6          random-label   94.920763   28.623215
+7         random-label2  103.814799   24.457349
+8         softrank_bald   -0.600106    8.119147

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-200__qs-200/ppm.json

@@ -0,0 +1,111 @@
+{
+    "matrix": {
+        "mutual_information": {
+            "mutual_information": 0.0,
+            "power_bald": 0.0,
+            "power_pe": 0.2,
+            "pred_entropy": 0.4,
+            "random-label2": 0.8,
+            "random-label": 0.8,
+            "random": 0.0,
+            "softrank_bald": 0.4,
+            "class_power_pe66_exp": 0.6000000000000001
+        },
+        "power_bald": {
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'mean')":{"class_power_pe66_exp":0.2590532858,"mutual_information":0.112831556,"power_bald":0.1208944738,"power_pe":0.1302825289,"pred_entropy":0.0508380041,"random":0.0469152613,"random-label":0.4214555014,"random-label2":0.2831726002,"softrank_bald":0.1002449902},"('Class 4 Dice Final', 'std')":{"class_power_pe66_exp":0.0823738941,"mutual_information":0.0855349378,"power_bald":0.0889955232,"power_pe":0.1266411068,"pred_entropy":0.0596482669,"random":0.0685331315,"random-label":0.0259872175,"random-label2":0.0594827249,"softrank_bald":0.1390705103},"('Class 4 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 5 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.0672936353,"mutual_information":0.0276484624,"power_bald":0.0246628408,"power_pe":0.0250002728,"pred_entropy":0.0213955473,"random":0.0189010893,"random-label":0.155452794,"random-label2":0.0626223836,"softrank_bald":0.0193228894},"('Class 5 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0625925203,"mutual_information":0.0148953844,"power_bald":0.0142008504,"power_pe":0.016740447,"pred_entropy":0.0106345141,"random":0.0076622516,"random-label":0.0663336262,"random-label2":0.0247924951,"softrank_bald":0.010316291},"('Class 5 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 5 Dice Final', 'mean')":{"class_power_pe66_exp":0.0635315373,"mutual_information":0.0000074127,"power_bald":0.0,"power_pe":0.0,"pred_entropy":0.0,"random":0.0,"random-label":0.2331483296,"random-label2":0.0667824564,"softrank_bald":0.0},"('Class 5 Dice Final', 'std')":{"class_power_pe66_exp":0.1079141143,"mutual_information":0.0000148254,"power_bald":0.0,"power_pe":0.0,"pred_entropy":0.0,"random":0.0,"random-label":0.0486482137,"random-label2":0.1290900309,"softrank_bald":0.0},"('Class 5 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 6 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.6391969903,"mutual_information":0.519073584,"power_bald":0.5651529064,"power_pe":0.6037896724,"pred_entropy":0.4765304643,"random":0.4587756721,"random-label":0.6176048608,"random-label2":0.6038840253,"softrank_bald":0.5950826862},"('Class 6 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0333644387,"mutual_information":0.1029314292,"power_bald":0.0979518223,"power_pe":0.0254174671,"pred_entropy":0.0198837214,"random":0.1055964168,"random-label":0.0377560487,"random-label2":0.0361900071,"softrank_bald":0.0423174585},"('Class 6 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 6 Dice Final', 'mean')":{"class_power_pe66_exp":0.7322801991,"mutual_information":0.5055430684,"power_bald":0.6679761187,"power_pe":0.6713740891,"pred_entropy":0.5615113781,"random":0.4179630034,"random-label":0.6922616644,"random-label2":0.6804801738,"softrank_bald":0.6645395443},"('Class 6 Dice Final', 'std')":{"class_power_pe66_exp":0.0354422191,"mutual_information":0.1871944741,"power_bald":0.0706388191,"power_pe":0.0283215664,"pred_entropy":0.1076450864,"random":0.1353936526,"random-label":0.0445093035,"random-label2":0.0349855023,"softrank_bald":0.0430469576},"('Class 6 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 7 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.136313638,"mutual_information":0.1154065822,"power_bald":0.0906895033,"power_pe":0.0834533201,"pred_entropy":0.1006588762,"random":0.0601758608,"random-label":0.232111303,"random-label2":0.0964577172,"softrank_bald":0.110085303},"('Class 7 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0393610386,"mutual_information":0.0354528354,"power_bald":0.0227483348,"power_pe":0.0435842196,"pred_entropy":0.040917372,"random":0.0334574962,"random-label":0.0460440257,"random-label2":0.035729743,"softrank_bald":0.0322891703},"('Class 7 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 7 Dice Final', 'mean')":{"class_power_pe66_exp":0.2072645676,"mutual_information":0.1478308234,"power_bald":0.099161792,"power_pe":0.0895421101,"pred_entropy":0.1398843936,"random":0.0580984614,"random-label":0.3026760156,"random-label2":0.0972646373,"softrank_bald":0.0804119818},"('Class 7 Dice Final', 'std')":{"class_power_pe66_exp":0.0265495781,"mutual_information":0.0605241119,"power_bald":0.0531061251,"power_pe":0.0712330921,"pred_entropy":0.0906108196,"random":0.0520737285,"random-label":0.0360983325,"random-label2":0.0273631299,"softrank_bald":0.0525505104},"('Class 7 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 8 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.3539152396,"mutual_information":0.1269554354,"power_bald":0.1642669941,"power_pe":0.1935311721,"pred_entropy":0.1289360796,"random":0.1658595076,"random-label":0.4286191309,"random-label2":0.3518196051,"softrank_bald":0.1200527778},"('Class 8 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0908885305,"mutual_information":0.0919550693,"power_bald":0.1165346405,"power_pe":0.1364182443,"pred_entropy":0.0402068948,"random":0.0740637904,"random-label":0.0555686177,"random-label2":0.0263784432,"softrank_bald":0.0820129041},"('Class 8 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 8 Dice Final', 'mean')":{"class_power_pe66_exp":0.4340396076,"mutual_information":0.0114276234,"power_bald":0.0903394109,"power_pe":0.1559698689,"pred_entropy":0.0782820917,"random":0.0469494148,"random-label":0.5524426638,"random-label2":0.3826072158,"softrank_bald":0.0005171406},"('Class 8 Dice Final', 'std')":{"class_power_pe66_exp":0.0669422983,"mutual_information":0.0223883268,"power_bald":0.15130454,"power_pe":0.1722849306,"pred_entropy":0.0810234109,"random":0.0457555018,"random-label":0.0735982794,"random-label2":0.0985849744,"softrank_bald":0.0010342811},"('Class 8 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 9 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.1602150387,"mutual_information":0.0845701238,"power_bald":0.0986162638,"power_pe":0.0999846935,"pred_entropy":0.0864492913,"random":0.1055484571,"random-label":0.3316297359,"random-label2":0.2316157736,"softrank_bald":0.0750676254},"('Class 9 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0453021878,"mutual_information":0.0171034641,"power_bald":0.0396172679,"power_pe":0.0380391226,"pred_entropy":0.034148888,"random":0.0411024894,"random-label":0.0675919193,"random-label2":0.0785306951,"softrank_bald":0.0334414383},"('Class 9 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 9 Dice Final', 'mean')":{"class_power_pe66_exp":0.2462801221,"mutual_information":0.0073384346,"power_bald":0.0134988593,"power_pe":0.0354823653,"pred_entropy":0.0156056337,"random":0.0184654795,"random-label":0.4239452691,"random-label2":0.2565948767,"softrank_bald":0.0147730051},"('Class 9 Dice Final', 'std')":{"class_power_pe66_exp":0.076958826,"mutual_information":0.0144275221,"power_bald":0.0141675998,"power_pe":0.0283507831,"pred_entropy":0.0294093932,"random":0.016662872,"random-label":0.0811710892,"random-label2":0.0831144222,"softrank_bald":0.0274245951},"('Class 9 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4}}

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40/auc.txt

@@ -0,0 +1,12 @@
+                     Mean Dice AUBC                 Mean Dice Final                 Class 1 Dice AUBC                 Class 1 Dice Final                 Class 10 Dice AUBC                 Class 10 Dice Final                 Class 11 Dice AUBC                 Class 11 Dice Final                 Class 12 Dice AUBC                 Class 12 Dice Final                 Class 13 Dice AUBC                 Class 13 Dice Final                 Class 14 Dice AUBC                 Class 14 Dice Final                 Class 15 Dice AUBC                 Class 15 Dice Final                 Class 2 Dice AUBC                 Class 2 Dice Final                 Class 3 Dice AUBC                 Class 3 Dice Final                 Class 4 Dice AUBC                 Class 4 Dice Final                 Class 5 Dice AUBC                 Class 5 Dice Final                 Class 6 Dice AUBC                 Class 6 Dice Final                 Class 7 Dice AUBC                 Class 7 Dice Final                 Class 8 Dice AUBC                 Class 8 Dice Final                 Class 9 Dice AUBC                 Class 9 Dice Final                
+                               mean       std count            mean       std count              mean       std count               mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count
+Query Method                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
+class_power_pe66_exp       0.203237  0.025800     4        0.258371  0.023516     4          0.367203  0.059028     4           0.450062  0.023695     4           0.111798  0.033936     4            0.152051  0.069321     4           0.036209  0.004733     4            0.000000  0.000000     4           0.020090  0.026647     4            0.000000  0.000000     4           0.022803  0.015200     4            0.025468  0.009371     4           0.330627  0.094967     4            0.446853  0.092279     4           0.268684  0.099741     4            0.296630  0.110648     4          0.169306  0.041544     4           0.275308  0.077183     4          0.197301  0.080271     4           0.286750  0.133864     4          0.167603  0.128611     4           0.259053  0.082374     4          0.067294  0.062593     4           0.063532  0.107914     4          0.639197  0.033364     4           0.732280  0.035442     4          0.136314  0.039361     4           0.207265  0.026550     4          0.353915  0.090889     4           0.434040  0.066942     4          0.160215  0.045302     4           0.246280  0.076959     4
+mutual_information         0.139845  0.012393     4        0.109574  0.021851     4          0.206938  0.081698     4           0.147346  0.137118     4           0.064723  0.022158     4            0.011686  0.023355     4           0.036536  0.003523     4            0.000000  0.000000     4           0.013357  0.009517     4            0.000000  0.000000     4           0.013297  0.004570     4            0.000026  0.000050     4           0.239195  0.053586     4            0.249306  0.148225     4           0.196336  0.080480     4            0.165399  0.089888     4          0.180199  0.057152     4           0.193957  0.040467     4          0.130234  0.072558     4           0.090907  0.088006     4          0.143201  0.098278     4           0.112832  0.085535     4          0.027648  0.014895     4           0.000007  0.000015     4          0.519074  0.102931     4           0.505543  0.187194     4          0.115407  0.035453     4           0.147831  0.060524     4          0.126955  0.091955     4           0.011428  0.022388     4          0.084570  0.017103     4           0.007338  0.014428     4
+power_bald                 0.145383  0.026977     4        0.117447  0.025930     4          0.281038  0.074476     4           0.275434  0.099098     4           0.071976  0.025820     4            0.016364  0.014128     4           0.036891  0.008117     4            0.000000  0.000000     4           0.014754  0.011862     4            0.000000  0.000000     4           0.016498  0.009939     4            0.001347  0.001183     4           0.186354  0.100765     4            0.101673  0.097780     4           0.207289  0.094051     4            0.165086  0.086131     4          0.113008  0.079641     4           0.101063  0.083831     4          0.168687  0.058495     4           0.108861  0.054610     4          0.140868  0.064548     4           0.120894  0.088996     4          0.024663  0.014201     4           0.000000  0.000000     4          0.565153  0.097952     4           0.667976  0.070639     4          0.090690  0.022748     4           0.099162  0.053106     4          0.164267  0.116535     4           0.090339  0.151305     4          0.098616  0.039617     4           0.013499  0.014168     4
+power_pe                   0.151766  0.028471     4        0.129979  0.046491     4          0.292978  0.103258     4           0.275053  0.156476     4           0.073744  0.037957     4            0.037622  0.022350     4           0.037552  0.005677     4            0.000000  0.000000     4           0.015724  0.011065     4            0.000000  0.000000     4           0.023193  0.021205     4            0.005168  0.003986     4           0.220131  0.111575     4            0.191836  0.131698     4           0.190714  0.071819     4            0.147107  0.065417     4          0.095730  0.063253     4           0.096477  0.089033     4          0.157062  0.105751     4           0.113777  0.116446     4          0.163903  0.127473     4           0.130283  0.126641     4          0.025000  0.016740     4           0.000000  0.000000     4          0.603790  0.025417     4           0.671374  0.028322     4          0.083453  0.043584     4           0.089542  0.071233     4          0.193531  0.136418     4           0.155970  0.172285     4          0.099985  0.038039     4           0.035482  0.028351     4
+pred_entropy               0.138299  0.021244     4        0.122822  0.019849     4          0.190036  0.080552     4           0.180094  0.135646     4           0.081414  0.046062     4            0.041368  0.042904     4           0.039607  0.008128     4            0.000000  0.000000     4           0.014468  0.013852     4            0.000000  0.000000     4           0.017221  0.012739     4            0.004168  0.004927     4           0.217394  0.091919     4            0.198127  0.152732     4           0.295708  0.052428     4            0.346202  0.127873     4          0.153937  0.114267     4           0.152145  0.123970     4          0.132673  0.020697     4           0.074099  0.089617     4          0.118059  0.082003     4           0.050838  0.059648     4          0.021396  0.010635     4           0.000000  0.000000     4          0.476530  0.019884     4           0.561511  0.107645     4          0.100659  0.040917     4           0.139884  0.090611     4          0.128936  0.040207     4           0.078282  0.081023     4          0.086449  0.034149     4           0.015606  0.029409     4
+random                     0.127787  0.020228     4        0.088937  0.019122     4          0.223343  0.052513     4           0.189752  0.046850     4           0.082553  0.048278     4            0.054436  0.053695     4           0.039432  0.009327     4            0.000000  0.000000     4           0.014946  0.015089     4            0.000000  0.000000     4           0.021473  0.014835     4            0.003415  0.005349     4           0.198806  0.078003     4            0.128354  0.100123     4           0.224379  0.057235     4            0.236351  0.068198     4          0.077665  0.060378     4           0.039117  0.057938     4          0.125053  0.046311     4           0.094242  0.063959     4          0.099900  0.073014     4           0.046915  0.068533     4          0.018901  0.007662     4           0.000000  0.000000     4          0.458776  0.105596     4           0.417963  0.135394     4          0.060176  0.033457     4           0.058098  0.052074     4          0.165860  0.074064     4           0.046949  0.045756     4          0.105548  0.041102     4           0.018465  0.016663     4
+random-label               0.310968  0.021851     4        0.396974  0.003407     4          0.347616  0.067662     4           0.434580  0.037228     4           0.240576  0.009228     4            0.298934  0.026200     4           0.345300  0.080037     4            0.484155  0.015737     4           0.176394  0.039949     4            0.283725  0.014091     4           0.131437  0.031427     4            0.192734  0.028192     4           0.422806  0.041715     4            0.498360  0.019402     4           0.311915  0.071440     4            0.340022  0.057068     4          0.311484  0.021730     4           0.448153  0.031117     4          0.273725  0.070842     4           0.348012  0.095170     4          0.337849  0.048682     4           0.421456  0.025987     4          0.155453  0.066334     4           0.233148  0.048648     4          0.617605  0.037756     4           0.692262  0.044509     4          0.232111  0.046044     4           0.302676  0.036098     4          0.428619  0.055569     4           0.552443  0.073598     4          0.331630  0.067592     4           0.423945  0.081171     4
+random-label2              0.221026  0.011812     4        0.241367  0.043701     4          0.325847  0.054937     4           0.386870  0.090491     4           0.176409  0.025965     4            0.196120  0.079881     4           0.120360  0.050083     4            0.062407  0.045486     4           0.026671  0.019694     4            0.000392  0.000459     4           0.066958  0.033776     4            0.074398  0.036981     4           0.360512  0.070656     4            0.428752  0.014613     4           0.288650  0.075005     4            0.319826  0.075849     4          0.162281  0.059786     4           0.183609  0.102354     4          0.209479  0.070048     4           0.201236  0.066669     4          0.231823  0.085565     4           0.283173  0.059483     4          0.062622  0.024792     4           0.066782  0.129090     4          0.603884  0.036190     4           0.680480  0.034986     4          0.096458  0.035730     4           0.097265  0.027363     4          0.351820  0.026378     4           0.382607  0.098585     4          0.231616  0.078531     4           0.256595  0.083114     4
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analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40/auc_pretty.txt

@@ -0,0 +1,10 @@
+                       Mean DICE Final    Mean DICE AUBC  #Seeds
+class_power_pe66_exp  25.84 (+/- 2.35)  20.32 (+/- 2.58)     4.0
+mutual_information    10.96 (+/- 2.19)  13.98 (+/- 1.24)     4.0
+power_bald            11.74 (+/- 2.59)  14.54 (+/- 2.70)     4.0
+power_pe              13.00 (+/- 4.65)  15.18 (+/- 2.85)     4.0
+pred_entropy          12.28 (+/- 1.98)  13.83 (+/- 2.12)     4.0
+random                 8.89 (+/- 1.91)  12.78 (+/- 2.02)     4.0
+random-label          39.70 (+/- 0.34)  31.10 (+/- 2.19)     4.0
+random-label2         24.14 (+/- 4.37)  22.10 (+/- 1.18)     4.0
+softrank_bald         11.39 (+/- 1.68)  13.63 (+/- 2.69)     4.0

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40/beta.json

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+{"Query Method":{"0":"class_power_pe66_exp","1":"mutual_information","2":"power_bald","3":"power_pe","4":"pred_entropy","5":"random","6":"random-label","7":"random-label2","8":"softrank_bald"},"beta":{"0":6.9441574583,"1":-150.7385434551,"2":-248.7549926171,"3":-212.3834472575,"4":-83.9103515008,"5":-942.9578187797,"6":134.7113979122,"7":14.5970434139,"8":-127.7477519575},"beta_std":{"0":99.731811621,"1":374.1190618377,"2":772.7177083088,"3":565.0177844997,"4":260.5237361504,"5":5829.089739454,"6":67.1550952777,"7":105.8086539454,"8":359.3984730208}}

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40/beta.txt

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+           Query Method        beta     beta_std
+0  class_power_pe66_exp    6.944157    99.731812
+1    mutual_information -150.738543   374.119062
+2            power_bald -248.754993   772.717708
+3              power_pe -212.383447   565.017784
+4          pred_entropy  -83.910352   260.523736
+5                random -942.957819  5829.089739
+6          random-label  134.711398    67.155095
+7         random-label2   14.597043   105.808654
+8         softrank_bald -127.747752   359.398473

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-40__qs-40/ppm.json

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+        "skip_first": false
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analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500/auc.json

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'mean')":{"class_power_pe66_exp":0.4801198813,"mutual_information":0.4066333149,"power_bald":0.4224077785,"power_pe":0.4331573495,"pred_entropy":0.4322158288,"random":0.4123726747,"random-label":0.4039455077,"random-label2":0.438695805,"softrank_bald":0.3704710833},"('Class 15 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0250554519,"mutual_information":0.0891843817,"power_bald":0.1059908491,"power_pe":0.0838536235,"pred_entropy":0.0845746466,"random":0.0376505137,"random-label":0.0081873062,"random-label2":0.0372175333,"softrank_bald":0.1448053922},"('Class 15 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 15 Dice Final', 'mean')":{"class_power_pe66_exp":0.5467189643,"mutual_information":0.4884902424,"power_bald":0.4548615031,"power_pe":0.5099844232,"pred_entropy":0.5286968589,"random":0.4245998739,"random-label":0.3933497473,"random-label2":0.4480397762,"softrank_bald":0.4666957002},"('Class 15 Dice Final', 'std')":{"class_power_pe66_exp":0.0409465387,"mutual_information":0.0938721119,"power_bald":0.0899059733,"power_pe":0.0584058751,"pred_entropy":0.1763184089,"random":0.030029834,"random-label":0.0053779776,"random-label2":0.0627994727,"softrank_bald":0.1549427398},"('Class 15 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 2 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.5327148084,"mutual_information":0.2201447359,"power_bald":0.4816405646,"power_pe":0.4864980668,"pred_entropy":0.4338790957,"random":0.3870842572,"random-label":0.6904045483,"random-label2":0.5934736164,"softrank_bald":0.3722437464},"('Class 2 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0839869282,"mutual_information":0.0684448513,"power_bald":0.0507246794,"power_pe":0.0940934754,"pred_entropy":0.1157924347,"random":0.111498925,"random-label":0.0252431056,"random-label2":0.0628862751,"softrank_bald":0.1148839718},"('Class 2 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 2 Dice Final', 'mean')":{"class_power_pe66_exp":0.7218727508,"mutual_information":0.2074610534,"power_bald":0.551071846,"power_pe":0.564546284,"pred_entropy":0.6279315785,"random":0.4105523813,"random-label":0.8249830911,"random-label2":0.7123529659,"softrank_bald":0.5400980761},"('Class 2 Dice Final', 'std')":{"class_power_pe66_exp":0.0460104438,"mutual_information":0.1250491615,"power_bald":0.0534845776,"power_pe":0.0677814638,"pred_entropy":0.0758198092,"random":0.1449802187,"random-label":0.0204458966,"random-label2":0.0621604711,"softrank_bald":0.0387781472},"('Class 2 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 3 Dice AUBC', 'mean')":{"class_power_pe66_exp":0.6214335933,"mutual_information":0.3716561522,"power_bald":0.4457144524,"power_pe":0.5085393827,"pred_entropy":0.4818293366,"random":0.3624457118,"random-label":0.7052734032,"random-label2":0.6206207438,"softrank_bald":0.4176826753},"('Class 3 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0283409204,"mutual_information":0.0348130645,"power_bald":0.0863928769,"power_pe":0.1162948183,"pred_entropy":0.0893210684,"random":0.0762864697,"random-label":0.0201837603,"random-label2":0.0503275845,"softrank_bald":0.0826458426},"('Class 3 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 3 Dice Final', 'mean')":{"class_power_pe66_exp":0.771731629,"mutual_information":0.3995851811,"power_bald":0.5013641062,"power_pe":0.6200532741,"pred_entropy":0.6815913038,"random":0.3369502769,"random-label":0.8338511935,"random-label2":0.7589430783,"softrank_bald":0.5421759187},"('Class 3 Dice Final', 'std')":{"class_power_pe66_exp":0.0283996481,"mutual_information":0.0960577038,"power_bald":0.1104305522,"power_pe":0.0647163758,"pred_entropy":0.0803593946,"random":0.0349381177,"random-label":0.0144442499,"random-label2":0.0284335749,"softrank_bald":0.0689408093},"('Class 3 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 4 Dice AUBC', 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'mean')":{"class_power_pe66_exp":0.606090909,"mutual_information":0.2951206711,"power_bald":0.4482270623,"power_pe":0.4911388973,"pred_entropy":0.4002855088,"random":0.3920396446,"random-label":0.6236254427,"random-label2":0.5352527611,"softrank_bald":0.4102734457},"('Class 4 Dice Final', 'std')":{"class_power_pe66_exp":0.0073923205,"mutual_information":0.1237553481,"power_bald":0.0304369651,"power_pe":0.0379570104,"pred_entropy":0.0894235264,"random":0.049615495,"random-label":0.041090503,"random-label2":0.0307026755,"softrank_bald":0.0459100825},"('Class 4 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 5 Dice AUBC', 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'mean')":{"class_power_pe66_exp":0.6321487918,"mutual_information":0.0,"power_bald":0.0764316756,"power_pe":0.1112542442,"pred_entropy":0.0399408551,"random":0.0696790548,"random-label":0.7297885928,"random-label2":0.637849452,"softrank_bald":0.0004130786},"('Class 5 Dice Final', 'std')":{"class_power_pe66_exp":0.0262780789,"mutual_information":0.0,"power_bald":0.0979006785,"power_pe":0.1500828801,"pred_entropy":0.0798817102,"random":0.135354586,"random-label":0.0142474544,"random-label2":0.0227887167,"softrank_bald":0.0008261572},"('Class 5 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 6 Dice AUBC', 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'mean')":{"class_power_pe66_exp":0.7870424794,"mutual_information":0.5137622485,"power_bald":0.7034009771,"power_pe":0.7170923432,"pred_entropy":0.4949187383,"random":0.6688626087,"random-label":0.8352175573,"random-label2":0.8056705496,"softrank_bald":0.6466042539},"('Class 8 Dice AUBC', 'std')":{"class_power_pe66_exp":0.0138312308,"mutual_information":0.0863920918,"power_bald":0.0408303171,"power_pe":0.014427802,"pred_entropy":0.0993774994,"random":0.0285443918,"random-label":0.005116663,"random-label2":0.0108051783,"softrank_bald":0.0440154663},"('Class 8 Dice AUBC', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 8 Dice Final', 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'mean')":{"class_power_pe66_exp":0.7920333232,"mutual_information":0.0512245783,"power_bald":0.4695017795,"power_pe":0.5089470368,"pred_entropy":0.5148996138,"random":0.4061007464,"random-label":0.8313438186,"random-label2":0.7735953643,"softrank_bald":0.3311620417},"('Class 9 Dice Final', 'std')":{"class_power_pe66_exp":0.0051498854,"mutual_information":0.0595114145,"power_bald":0.116297424,"power_pe":0.1202196379,"pred_entropy":0.1671027805,"random":0.0235692259,"random-label":0.0104006084,"random-label2":0.0221191539,"softrank_bald":0.1166103243},"('Class 9 Dice Final', 'count')":{"class_power_pe66_exp":4,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4}}

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500/auc.txt

@@ -0,0 +1,12 @@
+                     Mean Dice AUBC                 Mean Dice Final                 Class 1 Dice AUBC                 Class 1 Dice Final                 Class 10 Dice AUBC                 Class 10 Dice Final                 Class 11 Dice AUBC                 Class 11 Dice Final                 Class 12 Dice AUBC                 Class 12 Dice Final                 Class 13 Dice AUBC                 Class 13 Dice Final                 Class 14 Dice AUBC                 Class 14 Dice Final                 Class 15 Dice AUBC                 Class 15 Dice Final                 Class 2 Dice AUBC                 Class 2 Dice Final                 Class 3 Dice AUBC                 Class 3 Dice Final                 Class 4 Dice AUBC                 Class 4 Dice Final                 Class 5 Dice AUBC                 Class 5 Dice Final                 Class 6 Dice AUBC                 Class 6 Dice Final                 Class 7 Dice AUBC                 Class 7 Dice Final                 Class 8 Dice AUBC                 Class 8 Dice Final                 Class 9 Dice AUBC                 Class 9 Dice Final                
+                               mean       std count            mean       std count              mean       std count               mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count
+Query Method                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
+class_power_pe66_exp       0.531495  0.031369     4        0.674316  0.013501     4          0.693057  0.014325     4           0.816722  0.012586     4           0.480158  0.035332     4            0.605072  0.012836     4           0.305371  0.174081     4            0.638039  0.020856     4           0.298734  0.161410     4            0.490895  0.061162     4           0.296071  0.046820     4            0.461708  0.026425     4           0.630291  0.032357     4            0.678161  0.016172     4           0.480120  0.025055     4            0.546719  0.040947     4          0.532715  0.083987     4           0.721873  0.046010     4          0.621434  0.028341     4           0.771732  0.028400     4          0.508125  0.015914     4           0.606091  0.007392     4          0.382135  0.134891     4           0.632149  0.026278     4          0.846039  0.005951     4           0.899359  0.006474     4          0.479217  0.018408     4           0.587784  0.016777     4          0.787042  0.013831     4           0.866408  0.005928     4          0.631912  0.031900     4           0.792033  0.005150     4
+mutual_information         0.301491  0.017220     4        0.277210  0.008319     4          0.512141  0.020538     4           0.549878  0.090418     4           0.136742  0.060779     4            0.035713  0.048468     4           0.041272  0.019285     4            0.000000  0.000000     4           0.035586  0.024011     4            0.000000  0.000000     4           0.073781  0.045072     4            0.011627  0.021112     4           0.570680  0.022707     4            0.601103  0.015701     4           0.406633  0.089184     4            0.488490  0.093872     4          0.220145  0.068445     4           0.207461  0.125049     4          0.371656  0.034813     4           0.399585  0.096058     4          0.330078  0.045496     4           0.295121  0.123755     4          0.043001  0.062300     4           0.000000  0.000000     4          0.749244  0.009839     4           0.772626  0.045985     4          0.327215  0.038936     4           0.341303  0.041737     4          0.513762  0.086392     4           0.404016  0.173888     4          0.190431  0.074016     4           0.051225  0.059511     4
+power_bald                 0.401430  0.018565     4        0.424003  0.014741     4          0.555618  0.040655     4           0.611794  0.041105     4           0.335914  0.070710     4            0.367928  0.043180     4           0.092749  0.050236     4            0.019699  0.039399     4           0.043795  0.041818     4            0.000000  0.000000     4           0.172765  0.036479     4            0.202248  0.039355     4           0.559293  0.056731     4            0.609720  0.024021     4           0.422408  0.105991     4            0.454862  0.089906     4          0.481641  0.050725     4           0.551072  0.053485     4          0.445714  0.086393     4           0.501364  0.110431     4          0.415726  0.029425     4           0.448227  0.030437     4          0.134605  0.160747     4           0.076432  0.097901     4          0.808600  0.015235     4           0.840444  0.007323     4          0.394509  0.035896     4           0.463206  0.028335     4          0.703401  0.040830     4           0.743545  0.044831     4          0.454705  0.091168     4           0.469502  0.116297     4
+power_pe                   0.432040  0.017784     4        0.473425  0.030633     4          0.632640  0.011516     4           0.689283  0.027612     4           0.407385  0.033263     4            0.475988  0.041154     4           0.176640  0.182789     4            0.120131  0.227965     4           0.060723  0.044971     4            0.023135  0.028038     4           0.191823  0.032880     4            0.207137  0.064314     4           0.591989  0.034725     4            0.644104  0.030890     4           0.433157  0.083854     4            0.509984  0.058406     4          0.486498  0.094093     4           0.564546  0.067781     4          0.508539  0.116295     4           0.620053  0.064716     4          0.460399  0.012845     4           0.491139  0.037957     4          0.105405  0.166519     4           0.111254  0.150083     4          0.826037  0.006744     4           0.856799  0.005120     4          0.438449  0.035906     4           0.529319  0.038388     4          0.717092  0.014428     4           0.749557  0.031416     4          0.443821  0.126783     4           0.508947  0.120220     4
+pred_entropy               0.366250  0.061860     4        0.438607  0.068835     4          0.567708  0.069556     4           0.720628  0.036242     4           0.310719  0.110079     4            0.499568  0.047162     4           0.073766  0.071358     4            0.040237  0.080473     4           0.042029  0.021189     4            0.000009  0.000018     4           0.137614  0.089628     4            0.221797  0.166157     4           0.541721  0.061719     4            0.585544  0.053914     4           0.432216  0.084575     4            0.528697  0.176318     4          0.433879  0.115792     4           0.627932  0.075820     4          0.481829  0.089321     4           0.681591  0.080359     4          0.365599  0.100250     4           0.400286  0.089424     4          0.074200  0.128223     4           0.039941  0.079882     4          0.774448  0.033640     4           0.839680  0.038142     4          0.375777  0.013868     4           0.419396  0.037089     4          0.494919  0.099377     4           0.458894  0.139873     4          0.387329  0.105975     4           0.514900  0.167103     4
+random                     0.375617  0.015659     4        0.372758  0.034395     4          0.531669  0.016796     4           0.560801  0.032068     4           0.333060  0.046800     4            0.314186  0.058450     4           0.144979  0.124006     4            0.064589  0.129177     4           0.127188  0.104244     4            0.053650  0.042876     4           0.158059  0.042589     4            0.157995  0.055120     4           0.522695  0.078365     4            0.562298  0.057199     4           0.412373  0.037651     4            0.424600  0.030030     4          0.387084  0.111499     4           0.410552  0.144980     4          0.362446  0.076286     4           0.336950  0.034938     4          0.394765  0.021634     4           0.392040  0.049615     4          0.086519  0.115177     4           0.069679  0.135355     4          0.783027  0.007107     4           0.803161  0.010374     4          0.312619  0.045129     4           0.348982  0.072371     4          0.668863  0.028544     4           0.685784  0.041565     4          0.408901  0.073508     4           0.406101  0.023569     4
+random-label               0.620706  0.007262     4        0.707087  0.006007     4          0.703783  0.017712     4           0.781281  0.036486     4           0.522182  0.016930     4            0.619838  0.007398     4           0.624487  0.033326     4            0.723446  0.008779     4           0.517654  0.010843     4            0.652029  0.015173     4           0.445627  0.015218     4            0.578736  0.013968     4           0.603164  0.034198     4            0.616512  0.040348     4           0.403946  0.008187     4            0.393350  0.005378     4          0.690405  0.025243     4           0.824983  0.020446     4          0.705273  0.020184     4           0.833851  0.014444     4          0.554003  0.026334     4           0.623625  0.041091     4          0.603400  0.032993     4           0.729789  0.014247     4          0.847859  0.004739     4           0.885249  0.002325     4          0.531272  0.013687     4           0.622724  0.015530     4          0.835218  0.005117     4           0.889550  0.008966     4          0.722317  0.012019     4           0.831344  0.010401     4
+random-label2              0.566812  0.018553     4        0.655379  0.018224     4          0.653831  0.028243     4           0.740709  0.033931     4           0.484332  0.018618     4            0.545278  0.006095     4           0.564617  0.043130     4            0.662961  0.007100     4           0.458804  0.024665     4            0.588170  0.020160     4           0.361353  0.026532     4            0.488643  0.023886     4           0.625713  0.026774     4            0.663171  0.014251     4           0.438696  0.037218     4            0.448040  0.062799     4          0.593474  0.062886     4           0.712353  0.062160     4          0.620621  0.050328     4           0.758943  0.028434     4          0.486900  0.020731     4           0.535253  0.030703     4          0.451339  0.115044     4           0.637849  0.022789     4          0.826140  0.010598     4           0.861999  0.013105     4          0.455946  0.028142     4           0.550851  0.047298     4          0.805671  0.010805     4           0.862870  0.008183     4          0.674748  0.029684     4           0.773595  0.022119     4
+softrank_bald              0.351317  0.023966     4        0.393707  0.018742     4          0.582911  0.040037     4           0.657932  0.020917     4           0.227147  0.115634     4            0.229482  0.117468     4           0.057316  0.025473     4            0.000000  0.000000     4           0.032012  0.032374     4            0.000077  0.000153     4           0.109745  0.064951     4            0.109406  0.079304     4           0.579445  0.038932     4            0.642868  0.011990     4           0.370471  0.144805     4            0.466696  0.154943     4          0.372244  0.114884     4           0.540098  0.038778     4          0.417683  0.082646     4           0.542176  0.068941     4          0.373190  0.060150     4           0.410273  0.045910     4          0.032297  0.043109     4           0.000413  0.000826     4          0.803677  0.017110     4           0.834488  0.011103     4          0.367222  0.020271     4           0.431567  0.050126     4          0.646604  0.044015     4           0.708970  0.023205     4          0.297790  0.073584     4           0.331162  0.116610     4

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500/auc_pretty.txt

@@ -0,0 +1,10 @@
+                       Mean DICE Final    Mean DICE AUBC  #Seeds
+class_power_pe66_exp  67.43 (+/- 1.35)  53.15 (+/- 3.14)     4.0
+mutual_information    27.72 (+/- 0.83)  30.15 (+/- 1.72)     4.0
+power_bald            42.40 (+/- 1.47)  40.14 (+/- 1.86)     4.0
+power_pe              47.34 (+/- 3.06)  43.20 (+/- 1.78)     4.0
+pred_entropy          43.86 (+/- 6.88)  36.63 (+/- 6.19)     4.0
+random                37.28 (+/- 3.44)  37.56 (+/- 1.57)     4.0
+random-label          70.71 (+/- 0.60)  62.07 (+/- 0.73)     4.0
+random-label2         65.54 (+/- 1.82)  56.68 (+/- 1.86)     4.0
+softrank_bald         39.37 (+/- 1.87)  35.13 (+/- 2.40)     4.0

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500/beta.json

@@ -0,0 +1 @@
+{"Query Method":{"0":"class_power_pe66_exp","1":"mutual_information","2":"power_bald","3":"power_pe","4":"pred_entropy","5":"random","6":"random-label","7":"random-label2","8":"softrank_bald"},"beta":{"0":32.8638320996,"1":-19.234864966,"2":8.533813134,"3":18.7190119373,"4":1.7093735078,"5":-3.3807292963,"6":51.6160022838,"7":63.6424585613,"8":-3.0497961314},"beta_std":{"0":3.2523212171,"1":3.3493505861,"2":5.0522211245,"3":3.4215552486,"4":4.8330476696,"5":23.0489836874,"6":8.5423175483,"7":11.0092032297,"8":5.3797418665}}

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500/beta.txt

@@ -0,0 +1,10 @@
+           Query Method       beta   beta_std
+0  class_power_pe66_exp  32.863832   3.252321
+1    mutual_information -19.234865   3.349351
+2            power_bald   8.533813   5.052221
+3              power_pe  18.719012   3.421555
+4          pred_entropy   1.709374   4.833048
+5                random  -3.380729  23.048984
+6          random-label  51.616002   8.542318
+7         random-label2  63.642459  11.009203
+8         softrank_bald  -3.049796   5.379742

analysis/patch-16_32_32__sb-random-label2-all-classes__sbs-500__qs-500/ppm.json

@@ -0,0 +1,111 @@
+{
+    "matrix": {
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+            "random-label2": 0.8,
+            "random-label": 0.8,
+            "random": 0.0,
+            "softrank_bald": 0.0,
+            "class_power_pe66_exp": 0.6000000000000001
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+        "pred_entropy": {
+            "mutual_information": 0.0,
+            "power_bald": 0.2,
+            "power_pe": 0.2,
+            "pred_entropy": 0.0,
+            "random-label2": 0.8,
+            "random-label": 0.8,
+            "random": 0.0,
+            "softrank_bald": 0.0,
+            "class_power_pe66_exp": 0.8
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+            "power_pe": 0.0,
+            "pred_entropy": 0.0,
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+            "random": 0.0,
+            "softrank_bald": 0.0,
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+        "random-label": {
+            "mutual_information": 0.2,
+            "power_bald": 0.0,
+            "power_pe": 0.0,
+            "pred_entropy": 0.2,
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+            "class_power_pe66_exp": 0.0
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+            "softrank_bald": 0.0,
+            "class_power_pe66_exp": 0.6000000000000001
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+            "power_pe": 0.6000000000000001,
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+            "random-label": 0.8,
+            "random": 0.4,
+            "softrank_bald": 0.0,
+            "class_power_pe66_exp": 0.8
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+            "softrank_bald": 0.0,
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+    },
+    "alpha": 0.05,
+    "max_pos_ent": 1,
+    "compute_kwargs": {
+        "qm_key": "uncertainty",
+        "budget_key": "#Patches",
+        "value_key": "Mean Dice",
+        "skip_first": false
+    }
+}

analysis/patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200/analysis.pkl

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+oid sha256:44d8cb942d619fbd05395ddcc7134bd197360635afd5f751dbb6e893a3151c91
+size 312037

analysis/patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200/auc.json

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'std')":{"class_pe33":0.0071141696,"class_pe66":0.0056317397,"class_power_pe33_exp":null,"class_power_pe33_sharp_sigmoid":null,"class_power_pe33_smooth_sigmoid":null,"class_power_pe66":0.0071273883,"class_power_pe66_exp":0.0077779237,"class_power_pe66_sharp_sigmoid":null,"class_power_pe66_smooth_sigmoid":null,"mutual_information":0.0087331869,"power_bald":0.0074097163,"power_pe":0.0062255411,"pred_entropy":0.0072651944,"random":0.0174808957,"random-label":0.0100014657,"random-label2":0.0077220318,"softrank_bald":0.0050002479},"('Class 6 Dice AUBC', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe33_exp":1,"class_power_pe33_sharp_sigmoid":1,"class_power_pe33_smooth_sigmoid":1,"class_power_pe66":4,"class_power_pe66_exp":4,"class_power_pe66_sharp_sigmoid":1,"class_power_pe66_smooth_sigmoid":1,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 6 Dice Final', 'mean')":{"class_pe33":0.9547616196,"class_pe66":0.9551567439,"class_power_pe33_exp":0.9537267184,"class_power_pe33_sharp_sigmoid":0.9576789498,"class_power_pe33_smooth_sigmoid":0.954047157,"class_power_pe66":0.9473800489,"class_power_pe66_exp":0.9547107324,"class_power_pe66_sharp_sigmoid":0.9543338275,"class_power_pe66_smooth_sigmoid":0.9537560958,"mutual_information":0.9406139128,"power_bald":0.9475951354,"power_pe":0.9445547564,"pred_entropy":0.9530647334,"random":0.8866721963,"random-label":0.9418961732,"random-label2":0.9357821576,"softrank_bald":0.9504594423},"('Class 6 Dice Final', 'std')":{"class_pe33":0.0014837174,"class_pe66":0.0023444125,"class_power_pe33_exp":null,"class_power_pe33_sharp_sigmoid":null,"class_power_pe33_smooth_sigmoid":null,"class_power_pe66":0.0037096618,"class_power_pe66_exp":0.0005126557,"class_power_pe66_sharp_sigmoid":null,"class_power_pe66_smooth_sigmoid":null,"mutual_information":0.0041742676,"power_bald":0.0010918608,"power_pe":0.0014874618,"pred_entropy":0.0032119764,"random":0.0177026747,"random-label":0.0054331381,"random-label2":0.0065082608,"softrank_bald":0.0025640379},"('Class 6 Dice Final', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe33_exp":1,"class_power_pe33_sharp_sigmoid":1,"class_power_pe33_smooth_sigmoid":1,"class_power_pe66":4,"class_power_pe66_exp":4,"class_power_pe66_sharp_sigmoid":1,"class_power_pe66_smooth_sigmoid":1,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 7 Dice AUBC', 'mean')":{"class_pe33":0.7119475611,"class_pe66":0.7198843765,"class_power_pe33_exp":0.7443996829,"class_power_pe33_sharp_sigmoid":0.737616462,"class_power_pe33_smooth_sigmoid":0.7440242799,"class_power_pe66":0.7176526,"class_power_pe66_exp":0.7215717942,"class_power_pe66_sharp_sigmoid":0.7387863212,"class_power_pe66_smooth_sigmoid":0.7310118468,"mutual_information":0.6587650875,"power_bald":0.7143878936,"power_pe":0.710849294,"pred_entropy":0.6865217442,"random":0.5730202104,"random-label":0.735358304,"random-label2":0.7020068424,"softrank_bald":0.7188946853},"('Class 7 Dice AUBC', 'std')":{"class_pe33":0.012065664,"class_pe66":0.0035802271,"class_power_pe33_exp":null,"class_power_pe33_sharp_sigmoid":null,"class_power_pe33_smooth_sigmoid":null,"class_power_pe66":0.0278591761,"class_power_pe66_exp":0.0179941966,"class_power_pe66_sharp_sigmoid":null,"class_power_pe66_smooth_sigmoid":null,"mutual_information":0.0487764033,"power_bald":0.0108681535,"power_pe":0.01486811,"pred_entropy":0.011582823,"random":0.0535357374,"random-label":0.0111055065,"random-label2":0.0148479151,"softrank_bald":0.009951298},"('Class 7 Dice AUBC', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe33_exp":1,"class_power_pe33_sharp_sigmoid":1,"class_power_pe33_smooth_sigmoid":1,"class_power_pe66":4,"class_power_pe66_exp":4,"class_power_pe66_sharp_sigmoid":1,"class_power_pe66_smooth_sigmoid":1,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 7 Dice Final', 'mean')":{"class_pe33":0.794339831,"class_pe66":0.7982146784,"class_power_pe33_exp":0.8193095149,"class_power_pe33_sharp_sigmoid":0.8279490497,"class_power_pe33_smooth_sigmoid":0.8099299342,"class_power_pe66":0.7906062907,"class_power_pe66_exp":0.8049338256,"class_power_pe66_sharp_sigmoid":0.8128127235,"class_power_pe66_smooth_sigmoid":0.8030043785,"mutual_information":0.7511485638,"power_bald":0.7870862835,"power_pe":0.7890558472,"pred_entropy":0.7906619583,"random":0.5980099603,"random-label":0.8079510203,"random-label2":0.769446632,"softrank_bald":0.8008790306},"('Class 7 Dice Final', 'std')":{"class_pe33":0.0171636462,"class_pe66":0.0060617659,"class_power_pe33_exp":null,"class_power_pe33_sharp_sigmoid":null,"class_power_pe33_smooth_sigmoid":null,"class_power_pe66":0.0110966964,"class_power_pe66_exp":0.012423721,"class_power_pe66_sharp_sigmoid":null,"class_power_pe66_smooth_sigmoid":null,"mutual_information":0.0220597309,"power_bald":0.0024140553,"power_pe":0.0126625016,"pred_entropy":0.0226869331,"random":0.0506704224,"random-label":0.0080526822,"random-label2":0.0080145993,"softrank_bald":0.009204977},"('Class 7 Dice Final', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe33_exp":1,"class_power_pe33_sharp_sigmoid":1,"class_power_pe33_smooth_sigmoid":1,"class_power_pe66":4,"class_power_pe66_exp":4,"class_power_pe66_sharp_sigmoid":1,"class_power_pe66_smooth_sigmoid":1,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 8 Dice AUBC', 'mean')":{"class_pe33":0.8848065459,"class_pe66":0.8974212298,"class_power_pe33_exp":0.8966595051,"class_power_pe33_sharp_sigmoid":0.8941360978,"class_power_pe33_smooth_sigmoid":0.8866358413,"class_power_pe66":0.9016837451,"class_power_pe66_exp":0.8999113424,"class_power_pe66_sharp_sigmoid":0.9030575395,"class_power_pe66_smooth_sigmoid":0.8983357674,"mutual_information":0.8274207317,"power_bald":0.8901594763,"power_pe":0.8852521165,"pred_entropy":0.8161620605,"random":0.8406052065,"random-label":0.9018788124,"random-label2":0.8908783015,"softrank_bald":0.8748738695},"('Class 8 Dice AUBC', 'std')":{"class_pe33":0.0049515004,"class_pe66":0.0036576882,"class_power_pe33_exp":null,"class_power_pe33_sharp_sigmoid":null,"class_power_pe33_smooth_sigmoid":null,"class_power_pe66":0.0079337337,"class_power_pe66_exp":0.0107474067,"class_power_pe66_sharp_sigmoid":null,"class_power_pe66_smooth_sigmoid":null,"mutual_information":0.0238817117,"power_bald":0.0049064398,"power_pe":0.0093554548,"pred_entropy":0.0212879824,"random":0.01063802,"random-label":0.0057376828,"random-label2":0.0058506307,"softrank_bald":0.0102341798},"('Class 8 Dice AUBC', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe33_exp":1,"class_power_pe33_sharp_sigmoid":1,"class_power_pe33_smooth_sigmoid":1,"class_power_pe66":4,"class_power_pe66_exp":4,"class_power_pe66_sharp_sigmoid":1,"class_power_pe66_smooth_sigmoid":1,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 8 Dice Final', 'mean')":{"class_pe33":0.9155355932,"class_pe66":0.9293265977,"class_power_pe33_exp":0.9251791971,"class_power_pe33_sharp_sigmoid":0.9235124855,"class_power_pe33_smooth_sigmoid":0.9229911714,"class_power_pe66":0.9301016901,"class_power_pe66_exp":0.925315246,"class_power_pe66_sharp_sigmoid":0.9316215803,"class_power_pe66_smooth_sigmoid":0.9225873147,"mutual_information":0.8573223978,"power_bald":0.9155942493,"power_pe":0.9109684462,"pred_entropy":0.8429867472,"random":0.8539770167,"random-label":0.9278930613,"random-label2":0.9161790241,"softrank_bald":0.9117409971},"('Class 8 Dice Final', 'std')":{"class_pe33":0.0058972331,"class_pe66":0.0019038734,"class_power_pe33_exp":null,"class_power_pe33_sharp_sigmoid":null,"class_power_pe33_smooth_sigmoid":null,"class_power_pe66":0.0024580262,"class_power_pe66_exp":0.0073828826,"class_power_pe66_sharp_sigmoid":null,"class_power_pe66_smooth_sigmoid":null,"mutual_information":0.0193797758,"power_bald":0.0030065411,"power_pe":0.004925242,"pred_entropy":0.0284825458,"random":0.0229714274,"random-label":0.00259893,"random-label2":0.0090348787,"softrank_bald":0.0049816722},"('Class 8 Dice Final', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe33_exp":1,"class_power_pe33_sharp_sigmoid":1,"class_power_pe33_smooth_sigmoid":1,"class_power_pe66":4,"class_power_pe66_exp":4,"class_power_pe66_sharp_sigmoid":1,"class_power_pe66_smooth_sigmoid":1,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 9 Dice AUBC', 'mean')":{"class_pe33":0.8167726644,"class_pe66":0.8411675529,"class_power_pe33_exp":0.8333047515,"class_power_pe33_sharp_sigmoid":0.8375827709,"class_power_pe33_smooth_sigmoid":0.8315947471,"class_power_pe66":0.8288199672,"class_power_pe66_exp":0.835067153,"class_power_pe66_sharp_sigmoid":0.8436531866,"class_power_pe66_smooth_sigmoid":0.8453168726,"mutual_information":0.6857898684,"power_bald":0.818494187,"power_pe":0.8155144953,"pred_entropy":0.7666316349,"random":0.7437237704,"random-label":0.8533028853,"random-label2":0.834277883,"softrank_bald":0.7899567537},"('Class 9 Dice AUBC', 'std')":{"class_pe33":0.0138319058,"class_pe66":0.0037881837,"class_power_pe33_exp":null,"class_power_pe33_sharp_sigmoid":null,"class_power_pe33_smooth_sigmoid":null,"class_power_pe66":0.0071596207,"class_power_pe66_exp":0.0071846308,"class_power_pe66_sharp_sigmoid":null,"class_power_pe66_smooth_sigmoid":null,"mutual_information":0.0299496159,"power_bald":0.0023242153,"power_pe":0.012435547,"pred_entropy":0.0193318534,"random":0.0286872058,"random-label":0.0055076257,"random-label2":0.0028320257,"softrank_bald":0.0137746557},"('Class 9 Dice AUBC', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe33_exp":1,"class_power_pe33_sharp_sigmoid":1,"class_power_pe33_smooth_sigmoid":1,"class_power_pe66":4,"class_power_pe66_exp":4,"class_power_pe66_sharp_sigmoid":1,"class_power_pe66_smooth_sigmoid":1,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4},"('Class 9 Dice Final', 'mean')":{"class_pe33":0.8573518114,"class_pe66":0.8765732757,"class_power_pe33_exp":0.8667349235,"class_power_pe33_sharp_sigmoid":0.8650907959,"class_power_pe33_smooth_sigmoid":0.8649854267,"class_power_pe66":0.8657997051,"class_power_pe66_exp":0.8740731488,"class_power_pe66_sharp_sigmoid":0.8793282803,"class_power_pe66_smooth_sigmoid":0.8789891363,"mutual_information":0.7651863343,"power_bald":0.8544969916,"power_pe":0.8444748324,"pred_entropy":0.8180140054,"random":0.7479405401,"random-label":0.8818100228,"random-label2":0.8685906398,"softrank_bald":0.8426658661},"('Class 9 Dice Final', 'std')":{"class_pe33":0.010482365,"class_pe66":0.0010814392,"class_power_pe33_exp":null,"class_power_pe33_sharp_sigmoid":null,"class_power_pe33_smooth_sigmoid":null,"class_power_pe66":0.0042285874,"class_power_pe66_exp":0.0023582037,"class_power_pe66_sharp_sigmoid":null,"class_power_pe66_smooth_sigmoid":null,"mutual_information":0.0369193098,"power_bald":0.0051555187,"power_pe":0.00561562,"pred_entropy":0.0128540489,"random":0.0464898259,"random-label":0.0019724745,"random-label2":0.0042408612,"softrank_bald":0.006265009},"('Class 9 Dice Final', 'count')":{"class_pe33":4,"class_pe66":4,"class_power_pe33_exp":1,"class_power_pe33_sharp_sigmoid":1,"class_power_pe33_smooth_sigmoid":1,"class_power_pe66":4,"class_power_pe66_exp":4,"class_power_pe66_sharp_sigmoid":1,"class_power_pe66_smooth_sigmoid":1,"mutual_information":4,"power_bald":4,"power_pe":4,"pred_entropy":4,"random":4,"random-label":4,"random-label2":4,"softrank_bald":4}}

analysis/patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200/auc.txt

@@ -0,0 +1,20 @@
+                                Mean Dice AUBC                 Mean Dice Final                 Class 1 Dice AUBC                 Class 1 Dice Final                 Class 10 Dice AUBC                 Class 10 Dice Final                 Class 11 Dice AUBC                 Class 11 Dice Final                 Class 12 Dice AUBC                 Class 12 Dice Final                 Class 13 Dice AUBC                 Class 13 Dice Final                 Class 14 Dice AUBC                 Class 14 Dice Final                 Class 15 Dice AUBC                 Class 15 Dice Final                 Class 2 Dice AUBC                 Class 2 Dice Final                 Class 3 Dice AUBC                 Class 3 Dice Final                 Class 4 Dice AUBC                 Class 4 Dice Final                 Class 5 Dice AUBC                 Class 5 Dice Final                 Class 6 Dice AUBC                 Class 6 Dice Final                 Class 7 Dice AUBC                 Class 7 Dice Final                 Class 8 Dice AUBC                 Class 8 Dice Final                 Class 9 Dice AUBC                 Class 9 Dice Final                
+                                          mean       std count            mean       std count              mean       std count               mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count               mean       std count                mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count              mean       std count               mean       std count
+Query Method                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
+class_pe33                            0.642022  0.020928     4        0.715414  0.036199     4          0.853893  0.020805     4           0.906851  0.004984     4           0.671042  0.001699     4            0.732194  0.009902     4           0.099375  0.196577     4            0.163485  0.326970     4           0.243608  0.175899     4            0.393355  0.266107     4           0.512615  0.020137     4            0.605128  0.010432     4           0.680528  0.013186     4            0.727764  0.015498     4           0.488110  0.027531     4            0.532617  0.032223     4          0.776200  0.022435     4           0.886753  0.005565     4          0.804470  0.042968     4           0.903348  0.007074     4          0.625070  0.012882     4           0.680279  0.008037     4          0.530873  0.014996     4           0.677449  0.025836     4          0.931023  0.007114     4           0.954762  0.001484     4          0.711948  0.012066     4           0.794340  0.017164     4          0.884807  0.004952     4           0.915536  0.005897     4          0.816773  0.013832     4           0.857352  0.010482     4
+class_pe66                            0.689020  0.017142     4        0.784982  0.009185     4          0.864475  0.016864     4           0.906624  0.005922     4           0.689288  0.006264     4            0.749934  0.007568     4           0.339692  0.229895     4            0.661358  0.064222     4           0.369897  0.221530     4            0.597671  0.161893     4           0.561756  0.016906     4            0.657309  0.007872     4           0.691765  0.010440     4            0.749128  0.012580     4           0.529559  0.030265     4            0.625210  0.044253     4          0.804861  0.021884     4           0.911106  0.012641     4          0.829784  0.024184     4           0.922631  0.007746     4          0.639881  0.007584     4           0.700075  0.005056     4          0.622421  0.010482     4           0.734408  0.014612     4          0.933441  0.005632     4           0.955157  0.002344     4          0.719884  0.003580     4           0.798215  0.006062     4          0.897421  0.003658     4           0.929327  0.001904     4          0.841168  0.003788     4           0.876573  0.001081     4
+class_power_pe33_exp                  0.686158       NaN     1        0.768741       NaN     1          0.886856       NaN     1           0.910340       NaN     1           0.675199       NaN     1            0.734462       NaN     1           0.093155       NaN     1            0.569890       NaN     1           0.469028       NaN     1            0.563097       NaN     1           0.567429       NaN     1            0.626121       NaN     1           0.708558       NaN     1            0.731423       NaN     1           0.524508       NaN     1            0.615919       NaN     1          0.852327       NaN     1           0.893496       NaN     1          0.877271       NaN     1           0.912340       NaN     1          0.663703       NaN     1           0.700658       NaN     1          0.565127       NaN     1           0.708411       NaN     1          0.934838       NaN     1           0.953727       NaN     1          0.744400       NaN     1           0.819310       NaN     1          0.896660       NaN     1           0.925179       NaN     1          0.833305       NaN     1           0.866735       NaN     1
+class_power_pe33_sharp_sigmoid        0.666751       NaN     1        0.749129       NaN     1          0.882768       NaN     1           0.918817       NaN     1           0.663362       NaN     1            0.744554       NaN     1           0.063460       NaN     1            0.469052       NaN     1           0.295934       NaN     1            0.466197       NaN     1           0.554263       NaN     1            0.629767       NaN     1           0.683529       NaN     1            0.712440       NaN     1           0.513954       NaN     1            0.520964       NaN     1          0.836717       NaN     1           0.910362       NaN     1          0.869573       NaN     1           0.916752       NaN     1          0.652547       NaN     1           0.678837       NaN     1          0.579284       NaN     1           0.694957       NaN     1          0.936534       NaN     1           0.957679       NaN     1          0.737616       NaN     1           0.827949       NaN     1          0.894136       NaN     1           0.923512       NaN     1          0.837583       NaN     1           0.865091       NaN     1
+class_power_pe33_smooth_sigmoid       0.671845       NaN     1        0.749442       NaN     1          0.880379       NaN     1           0.916670       NaN     1           0.672451       NaN     1            0.739210       NaN     1           0.110125       NaN     1            0.430991       NaN     1           0.406505       NaN     1            0.549109       NaN     1           0.557249       NaN     1            0.625629       NaN     1           0.701628       NaN     1            0.724613       NaN     1           0.487278       NaN     1            0.589597       NaN     1          0.836026       NaN     1           0.905309       NaN     1          0.871729       NaN     1           0.916363       NaN     1          0.649151       NaN     1           0.664770       NaN     1          0.508141       NaN     1           0.627419       NaN     1          0.934763       NaN     1           0.954047       NaN     1          0.744024       NaN     1           0.809930       NaN     1          0.886636       NaN     1           0.922991       NaN     1          0.831595       NaN     1           0.864985       NaN     1
+class_power_pe66                      0.706052  0.014516     4        0.785103  0.005185     4          0.867407  0.016194     4           0.905933  0.006084     4           0.672571  0.015611     4            0.733131  0.013062     4           0.485966  0.089013     4            0.687902  0.017744     4           0.424634  0.142163     4            0.635732  0.013507     4           0.557114  0.023846     4            0.635887  0.014026     4           0.714754  0.009920     4            0.754872  0.005977     4           0.623517  0.019808     4            0.677122  0.010919     4          0.807725  0.030667     4           0.893906  0.014020     4          0.833500  0.041865     4           0.909758  0.006593     4          0.630595  0.022053     4           0.687425  0.010456     4          0.598957  0.029094     4           0.720983  0.017970     4          0.925889  0.007127     4           0.947380  0.003710     4          0.717653  0.027859     4           0.790606  0.011097     4          0.901684  0.007934     4           0.930102  0.002458     4          0.828820  0.007160     4           0.865800  0.004229     4
+class_power_pe66_exp                  0.712820  0.012262     4        0.795447  0.002864     4          0.871642  0.021522     4           0.910159  0.006649     4           0.683506  0.013741     4            0.751852  0.002448     4           0.513797  0.084321     4            0.702326  0.018771     4           0.470831  0.100437     4            0.680258  0.017450     4           0.558083  0.021084     4            0.648516  0.008014     4           0.711826  0.004232     4            0.751204  0.008444     4           0.610102  0.025155     4            0.666075  0.014719     4          0.816471  0.030391     4           0.908183  0.006980     4          0.836231  0.032226     4           0.916633  0.006756     4          0.629673  0.037482     4           0.700117  0.010797     4          0.604169  0.009161     4           0.737354  0.008760     4          0.929417  0.007778     4           0.954711  0.000513     4          0.721572  0.017994     4           0.804934  0.012424     4          0.899911  0.010747     4           0.925315  0.007383     4          0.835067  0.007185     4           0.874073  0.002358     4
+class_power_pe66_sharp_sigmoid        0.724972       NaN     1        0.795396       NaN     1          0.887532       NaN     1           0.909898       NaN     1           0.676293       NaN     1            0.749299       NaN     1           0.400944       NaN     1            0.678142       NaN     1           0.577575       NaN     1            0.680845       NaN     1           0.593815       NaN     1            0.652385       NaN     1           0.711229       NaN     1            0.747169       NaN     1           0.614440       NaN     1            0.670698       NaN     1          0.837316       NaN     1           0.911346       NaN     1          0.874255       NaN     1           0.915072       NaN     1          0.666182       NaN     1           0.702966       NaN     1          0.614367       NaN     1           0.735020       NaN     1          0.935134       NaN     1           0.954334       NaN     1          0.738786       NaN     1           0.812813       NaN     1          0.903058       NaN     1           0.931622       NaN     1          0.843653       NaN     1           0.879328       NaN     1
+class_power_pe66_smooth_sigmoid       0.717635       NaN     1        0.789406       NaN     1          0.887966       NaN     1           0.908754       NaN     1           0.682399       NaN     1            0.738940       NaN     1           0.403537       NaN     1            0.692278       NaN     1           0.571279       NaN     1            0.682737       NaN     1           0.582567       NaN     1            0.650052       NaN     1           0.709984       NaN     1            0.731073       NaN     1           0.525794       NaN     1            0.622017       NaN     1          0.854288       NaN     1           0.912157       NaN     1          0.876514       NaN     1           0.913540       NaN     1          0.650590       NaN     1           0.687580       NaN     1          0.609448       NaN     1           0.743619       NaN     1          0.935501       NaN     1           0.953756       NaN     1          0.731012       NaN     1           0.803004       NaN     1          0.898336       NaN     1           0.922587       NaN     1          0.845317       NaN     1           0.878989       NaN     1
+mutual_information                    0.525571  0.027436     4        0.592647  0.027252     4          0.823725  0.021005     4           0.892030  0.010921     4           0.573129  0.036128     4            0.666385  0.026788     4           0.008348  0.016696     4            0.000000  0.000000     4           0.009651  0.011379     4            0.000000  0.000000     4           0.323354  0.060389     4            0.450820  0.056611     4           0.661065  0.020515     4            0.701741  0.020835     4           0.468219  0.031999     4            0.573848  0.068071     4          0.683192  0.041128     4           0.804304  0.022693     4          0.707659  0.063558     4           0.836353  0.022865     4          0.461899  0.126470     4           0.572914  0.106720     4          0.076083  0.045138     4           0.077045  0.129564     4          0.915272  0.008733     4           0.940614  0.004174     4          0.658765  0.048776     4           0.751149  0.022060     4          0.827421  0.023882     4           0.857322  0.019380     4          0.685790  0.029950     4           0.765186  0.036919     4
+power_bald                            0.661139  0.014688     4        0.730208  0.020098     4          0.862452  0.020740     4           0.900012  0.001907     4           0.662101  0.008313     4            0.715935  0.013363     4           0.234266  0.073625     4            0.500720  0.124294     4           0.272389  0.149893     4            0.355495  0.183930     4           0.506194  0.014207     4            0.583852  0.012681     4           0.687214  0.019042     4            0.726325  0.009236     4           0.589826  0.033131     4            0.645016  0.023876     4          0.797138  0.027284     4           0.856812  0.025763     4          0.826457  0.036370     4           0.886099  0.011955     4          0.614274  0.023042     4           0.662894  0.004238     4          0.516903  0.027089     4           0.615192  0.029721     4          0.924824  0.007410     4           0.947595  0.001092     4          0.714388  0.010868     4           0.787086  0.002414     4          0.890159  0.004906     4           0.915594  0.003007     4          0.818494  0.002324     4           0.854497  0.005156     4
+power_pe                              0.667404  0.027971     4        0.736840  0.009192     4          0.865268  0.011882     4           0.901160  0.002157     4           0.661460  0.006399     4            0.715318  0.010431     4           0.327331  0.190665     4            0.493616  0.108683     4           0.270099  0.150437     4            0.469130  0.055476     4           0.509781  0.010304     4            0.588025  0.017908     4           0.702022  0.009004     4            0.728422  0.026723     4           0.589803  0.017125     4            0.650916  0.013098     4          0.784760  0.056980     4           0.865079  0.036140     4          0.817808  0.050119     4           0.887305  0.017795     4          0.613358  0.020760     4           0.653792  0.005773     4          0.533262  0.037449     4           0.610786  0.053141     4          0.924496  0.006226     4           0.944555  0.001487     4          0.710849  0.014868     4           0.789056  0.012663     4          0.885252  0.009355     4           0.910968  0.004925     4          0.815514  0.012436     4           0.844475  0.005616     4
+pred_entropy                          0.563005  0.017833     4        0.620702  0.013947     4          0.833408  0.024236     4           0.890036  0.012414     4           0.644406  0.020735     4            0.714232  0.023039     4           0.021835  0.026173     4            0.000000  0.000000     4           0.018297  0.019747     4            0.000000  0.000000     4           0.454675  0.051663     4            0.561546  0.039268     4           0.680641  0.002977     4            0.720297  0.014379     4           0.489109  0.067633     4            0.576325  0.042872     4          0.692403  0.063060     4           0.841299  0.039520     4          0.748460  0.053941     4           0.871810  0.024845     4          0.525787  0.121618     4           0.674926  0.013519     4          0.139462  0.128045     4           0.055330  0.079089     4          0.927277  0.007265     4           0.953065  0.003212     4          0.686522  0.011583     4           0.790662  0.022687     4          0.816162  0.021288     4           0.842987  0.028483     4          0.766632  0.019332     4           0.818014  0.012854     4
+random                                0.546472  0.028249     4        0.562217  0.046106     4          0.795495  0.029466     4           0.821631  0.026314     4           0.548634  0.044259     4            0.549589  0.066167     4           0.077233  0.125844     4            0.112061  0.224123     4           0.084779  0.087214     4            0.086273  0.160776     4           0.370730  0.058796     4            0.377815  0.088753     4           0.657272  0.020093     4            0.669181  0.007314     4           0.500150  0.035606     4            0.524271  0.034734     4          0.699202  0.061655     4           0.747531  0.053654     4          0.711196  0.085136     4           0.762016  0.050373     4          0.513570  0.126795     4           0.538254  0.098831     4          0.202462  0.131574     4           0.158035  0.169470     4          0.879002  0.017481     4           0.886672  0.017703     4          0.573020  0.053536     4           0.598010  0.050670     4          0.840605  0.010638     4           0.853977  0.022971     4          0.743724  0.028687     4           0.747941  0.046490     4
+random-label                          0.748685  0.006425     4        0.807202  0.005428     4          0.873338  0.011757     4           0.896749  0.012611     4           0.716550  0.009166     4            0.781897  0.012591     4           0.648559  0.025649     4            0.749938  0.002514     4           0.635352  0.028833     4            0.746093  0.009799     4           0.613514  0.015939     4            0.694553  0.007290     4           0.726271  0.006754     4            0.754401  0.012839     4           0.586838  0.050789     4            0.634329  0.035482     4          0.833410  0.012783     4           0.906374  0.004888     4          0.857148  0.018172     4           0.916995  0.001452     4          0.658046  0.023414     4           0.711404  0.006770     4          0.668266  0.018917     4           0.755743  0.006742     4          0.922449  0.010001     4           0.941896  0.005433     4          0.735358  0.011106     4           0.807951  0.008053     4          0.901879  0.005738     4           0.927893  0.002599     4          0.853303  0.005508     4           0.881810  0.001972     4
+random-label2                         0.717843  0.011622     4        0.785998  0.003700     4          0.854138  0.021442     4           0.895088  0.008471     4           0.678688  0.011607     4            0.743793  0.015005     4           0.576557  0.060141     4            0.713498  0.011979     4           0.547214  0.094694     4            0.695242  0.024432     4           0.562550  0.023931     4            0.655197  0.002186     4           0.713158  0.009317     4            0.752935  0.004864     4           0.610141  0.016393     4            0.637260  0.009797     4          0.811246  0.032693     4           0.890931  0.013084     4          0.823713  0.043503     4           0.900641  0.007851     4          0.628286  0.039421     4           0.682458  0.011768     4          0.622542  0.011405     4           0.732924  0.009915     4          0.912244  0.007722     4           0.935782  0.006508     4          0.702007  0.014848     4           0.769447  0.008015     4          0.890878  0.005851     4           0.916179  0.009035     4          0.834278  0.002832     4           0.868591  0.004241     4
+softrank_bald                         0.600121  0.006871     4        0.667175  0.006496     4          0.863246  0.014836     4           0.908145  0.001878     4           0.654691  0.003323     4            0.717515  0.004111     4           0.011697  0.023394     4            0.000000  0.000000     4           0.023990  0.017743     4            0.000000  0.000000     4           0.465279  0.013969     4            0.568120  0.021689     4           0.685412  0.011004     4            0.716689  0.015614     4           0.514766  0.049281     4            0.641832  0.040061     4          0.762926  0.022262     4           0.854346  0.030451     4          0.802064  0.041417     4           0.883747  0.010176     4          0.586774  0.030902     4           0.658232  0.009810     4          0.317660  0.136833     4           0.553251  0.032141     4          0.929590  0.005000     4           0.950459  0.002564     4          0.718895  0.009951     4           0.800879  0.009205     4          0.874874  0.010234     4           0.911741  0.004982     4          0.789957  0.013775     4           0.842666  0.006265     4

analysis/patch-32_74_74__sb-random-label2-all-classes__sbs-200__qs-200/auc_pretty.txt

@@ -0,0 +1,18 @@
+                                  Mean DICE Final    Mean DICE AUBC  #Seeds
+class_pe33                       71.54 (+/- 3.62)  64.20 (+/- 2.09)     4.0
+class_pe66                       78.50 (+/- 0.92)  68.90 (+/- 1.71)     4.0
+class_power_pe33_exp              76.87 (+/- nan)   68.62 (+/- nan)     1.0
+class_power_pe33_sharp_sigmoid    74.91 (+/- nan)   66.68 (+/- nan)     1.0
+class_power_pe33_smooth_sigmoid   74.94 (+/- nan)   67.18 (+/- nan)     1.0
+class_power_pe66                 78.51 (+/- 0.52)  70.61 (+/- 1.45)     4.0
+class_power_pe66_exp             79.54 (+/- 0.29)  71.28 (+/- 1.23)     4.0
+class_power_pe66_sharp_sigmoid    79.54 (+/- nan)   72.50 (+/- nan)     1.0
+class_power_pe66_smooth_sigmoid   78.94 (+/- nan)   71.76 (+/- nan)     1.0
+mutual_information               59.26 (+/- 2.73)  52.56 (+/- 2.74)     4.0
+power_bald                       73.02 (+/- 2.01)  66.11 (+/- 1.47)     4.0
+power_pe                         73.68 (+/- 0.92)  66.74 (+/- 2.80)     4.0
+pred_entropy                     62.07 (+/- 1.39)  56.30 (+/- 1.78)     4.0
+random                           56.22 (+/- 4.61)  54.65 (+/- 2.82)     4.0
+random-label                     80.72 (+/- 0.54)  74.87 (+/- 0.64)     4.0
+random-label2                    78.60 (+/- 0.37)  71.78 (+/- 1.16)     4.0
+softrank_bald                    66.72 (+/- 0.65)  60.01 (+/- 0.69)     4.0