% Python_3.9.16.
% Sklearn_1.2.2.
% NumPy_1.22.4.
% SciPy_1.10.1.
% Tue Mar 28 15:13:24 2023
% Created by run_flow_on_task
@RELATION openml_task_15_predictions

@ATTRIBUTE repeat NUMERIC
@ATTRIBUTE fold NUMERIC
@ATTRIBUTE sample NUMERIC
@ATTRIBUTE row_id NUMERIC
@ATTRIBUTE prediction {benign, malignant}
@ATTRIBUTE correct {benign, malignant}
@ATTRIBUTE confidence.benign NUMERIC
@ATTRIBUTE confidence.malignant NUMERIC

@DATA
0,0,0,665,benign,benign,0.6614267996015344,0.3385732003984656
0,0,0,447,benign,benign,0.6449427777050878,0.3550572222949122
0,0,0,593,benign,benign,0.6449427777050878,0.3550572222949122
0,0,0,8,benign,benign,0.5784069365401391,0.42159306345986103
0,0,0,148,benign,benign,0.5500016113607762,0.44999838863922387
0,0,0,180,benign,benign,0.5542323534515212,0.4457676465484788
0,0,0,415,benign,benign,0.5118506352512725,0.4881493647487274
0,0,0,500,benign,benign,0.5581985356315474,0.44180146436845263
0,0,0,131,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,156,benign,benign,0.5576904059338175,0.4423095940661825
0,0,0,545,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,595,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,259,malignant,benign,0.46664073386720484,0.5333592661327952
0,0,0,433,benign,benign,0.6313181178664574,0.3686818821335426
0,0,0,426,benign,benign,0.6063634740233299,0.39363652597667
0,0,0,322,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,616,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,219,benign,benign,0.5484283847302586,0.45157161526974143
0,0,0,618,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,287,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,528,benign,benign,0.639496830345078,0.360503169654922
0,0,0,649,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,538,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,343,benign,benign,0.6614267996015344,0.3385732003984656
0,0,0,48,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,695,benign,benign,0.6449427777050878,0.3550572222949122
0,0,0,441,benign,benign,0.6033319002669634,0.39666809973303674
0,0,0,393,benign,benign,0.6448882120390406,0.35511178796095944
0,0,0,275,benign,benign,0.5323448686195822,0.46765513138041775
0,0,0,464,benign,benign,0.6449427777050878,0.3550572222949122
0,0,0,290,benign,benign,0.6614267996015344,0.3385732003984656
0,0,0,687,benign,benign,0.5504368364290748,0.4495631635709253
0,0,0,542,benign,benign,0.6239366777557867,0.37606332224421346
0,0,0,376,benign,benign,0.57219217423527,0.42780782576473
0,0,0,462,benign,benign,0.6485592609908616,0.35144073900913836
0,0,0,97,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,94,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,77,benign,benign,0.5318152469267502,0.46818475307324986
0,0,0,27,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,256,benign,benign,0.6449427777050878,0.3550572222949122
0,0,0,277,benign,benign,0.57219217423527,0.42780782576473
0,0,0,138,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,562,benign,benign,0.57219217423527,0.42780782576473
0,0,0,242,benign,benign,0.5542912215127804,0.4457087784872195
0,0,0,64,benign,benign,0.57219217423527,0.42780782576473
0,0,0,624,benign,benign,0.5361890559371247,0.46381094406287526
0,0,0,334,malignant,malignant,0.45282359731300104,0.547176402686999
0,0,0,414,malignant,malignant,0.4473014214848473,0.5526985785151526
0,0,0,54,malignant,malignant,0.25838678008507593,0.741613219914924
0,0,0,339,malignant,malignant,0.46595688224654724,0.5340431177534527
0,0,0,357,malignant,malignant,0.22951869977299239,0.7704813002270077
0,0,0,123,malignant,malignant,0.44329022034220567,0.5567097796577943
0,0,0,292,malignant,malignant,0.3225269748532906,0.6774730251467093
0,0,0,50,malignant,malignant,0.25562186439724754,0.7443781356027525
0,0,0,160,malignant,malignant,0.29913638708500734,0.7008636129149927
0,0,0,215,malignant,malignant,0.3001033190985738,0.6998966809014262
0,0,0,213,malignant,malignant,0.071759136135343,0.9282408638646571
0,0,0,293,malignant,malignant,0.2958282288228771,0.7041717711771229
0,0,0,41,malignant,malignant,0.32207334449834946,0.6779266555016505
0,0,0,488,malignant,malignant,0.4809203687212153,0.5190796312787848
0,0,0,668,malignant,malignant,0.348351007573798,0.651648992426202
0,0,0,530,malignant,malignant,0.48880260283211613,0.5111973971678838
0,0,0,46,malignant,malignant,0.48923320694135414,0.5107667930586458
0,0,0,223,malignant,malignant,0.4388688780163391,0.561131121983661
0,0,0,227,benign,malignant,0.5262524270536305,0.47374757294636943
0,0,0,680,malignant,malignant,0.03616937901511817,0.9638306209848819
0,0,0,63,benign,malignant,0.5480086910052682,0.45199130899473194
0,0,0,128,benign,malignant,0.5514596284915304,0.4485403715084695
0,0,0,493,malignant,malignant,0.3008090225889561,0.6991909774110439
0,0,0,285,malignant,malignant,0.16058318306701444,0.8394168169329856
0,1,0,561,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,521,benign,benign,0.5817514304898768,0.41824856951012324
0,1,0,419,benign,benign,0.5656188546243522,0.43438114537564776
0,1,0,485,benign,benign,0.5465476287004796,0.4534523712995204
0,1,0,647,benign,benign,0.5916514731553312,0.4083485268446689
0,1,0,82,benign,benign,0.5538883446750329,0.44611165532496716
0,1,0,527,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,324,benign,benign,0.5792717682578262,0.4207282317421738
0,1,0,157,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,389,benign,benign,0.5447213850627884,0.4552786149372116
0,1,0,176,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,434,malignant,benign,0.33030126251625974,0.6696987374837402
0,1,0,556,benign,benign,0.5130162264576393,0.4869837735423606
0,1,0,495,benign,benign,0.5364061406283924,0.46359385937160763
0,1,0,172,benign,benign,0.5792717682578262,0.4207282317421738
0,1,0,181,benign,benign,0.5975087208160114,0.40249127918398875
0,1,0,313,benign,benign,0.5975087208160114,0.40249127918398875
0,1,0,2,benign,benign,0.5447213850627884,0.4552786149372116
0,1,0,185,benign,benign,0.5364061406283924,0.46359385937160763
0,1,0,198,benign,benign,0.5975087208160114,0.40249127918398875
0,1,0,503,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,88,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,61,benign,benign,0.5608205746129147,0.4391794253870853
0,1,0,430,benign,benign,0.569919313476898,0.43008068652310205
0,1,0,66,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,651,benign,benign,0.5639535716591283,0.4360464283408717
0,1,0,154,benign,benign,0.5975087208160114,0.40249127918398875
0,1,0,153,benign,benign,0.5633270068696191,0.4366729931303809
0,1,0,532,benign,benign,0.5525578408368597,0.4474421591631403
0,1,0,639,benign,benign,0.5758276610083561,0.4241723389916439
0,1,0,573,benign,benign,0.5792717682578262,0.4207282317421738
0,1,0,420,benign,benign,0.515310225452472,0.48468977454752804
0,1,0,9,benign,benign,0.5538883446750329,0.44611165532496716
0,1,0,321,benign,benign,0.5447213850627884,0.4552786149372116
0,1,0,258,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,4,benign,benign,0.5573361257967074,0.4426638742032925
0,1,0,19,benign,benign,0.5633223002715979,0.4366776997284022
0,1,0,217,benign,benign,0.5792717682578262,0.4207282317421738
0,1,0,362,benign,benign,0.5213766638584868,0.4786233361415132
0,1,0,475,benign,benign,0.5817514304898768,0.41824856951012324
0,1,0,476,benign,benign,0.5681786582199272,0.4318213417800728
0,1,0,686,benign,benign,0.5975087208160114,0.40249127918398875
0,1,0,307,benign,benign,0.5792717682578262,0.4207282317421738
0,1,0,659,benign,benign,0.5975087208160114,0.40249127918398875
0,1,0,40,malignant,benign,0.47047628103204137,0.5295237189679587
0,1,0,409,benign,benign,0.549614481244096,0.4503855187559041
0,1,0,305,malignant,malignant,0.15967414708604133,0.8403258529139587
0,1,0,267,malignant,malignant,0.4826189779482637,0.5173810220517363
0,1,0,565,malignant,malignant,0.16231137203281693,0.8376886279671831
0,1,0,340,malignant,malignant,0.30201964813899285,0.6979803518610072
0,1,0,268,malignant,malignant,0.17063372740420563,0.8293662725957943
0,1,0,633,malignant,malignant,0.31588160749620925,0.6841183925037908
0,1,0,175,malignant,malignant,0.413439956402194,0.586560043597806
0,1,0,260,malignant,malignant,0.2681142653801573,0.7318857346198427
0,1,0,218,malignant,malignant,0.09286141250050452,0.9071385874994955
0,1,0,312,malignant,malignant,0.4377854839924527,0.5622145160075473
0,1,0,328,malignant,malignant,0.18853889325135417,0.8114611067486458
0,1,0,224,malignant,malignant,0.28846040504342324,0.7115395949565768
0,1,0,112,malignant,malignant,0.27092790151222523,0.7290720984877748
0,1,0,302,malignant,malignant,0.06217093686614928,0.9378290631338508
0,1,0,55,malignant,malignant,0.30962341666878795,0.6903765833312121
0,1,0,151,malignant,malignant,0.45240910850903515,0.5475908914909647
0,1,0,166,malignant,malignant,0.26645761023250986,0.7335423897674901
0,1,0,20,malignant,malignant,0.4086292605804633,0.5913707394195368
0,1,0,205,malignant,malignant,0.148690714283635,0.8513092857163651
0,1,0,103,malignant,malignant,0.495870956181529,0.5041290438184711
0,1,0,289,malignant,malignant,0.25359966983367765,0.7464003301663223
0,1,0,582,malignant,malignant,0.1890168266698014,0.8109831733301986
0,1,0,457,malignant,malignant,0.18461535150723551,0.8153846484927644
0,1,0,594,malignant,malignant,0.4886421789130088,0.5113578210869912