% Python_3.9.16.
% Sklearn_1.2.2.
% NumPy_1.22.4.
% SciPy_1.10.1.
% Thu Mar 23 05:16:15 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,0.6614267996015345,0.3385732003984656
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,0.5542323534515212,0.4457676465484787
0,0,0,415,benign,benign,0.5118506352512726,0.4881493647487274
0,0,0,500,benign,benign,0.5581985356315474,0.44180146436845263
0,0,0,131,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,156,benign,benign,0.5576904059338175,0.4423095940661825
0,0,0,545,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,595,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,259,malignant,benign,0.4666407338672048,0.5333592661327952
0,0,0,433,benign,benign,0.6313181178664574,0.3686818821335426
0,0,0,426,benign,benign,0.6063634740233299,0.39363652597667004
0,0,0,322,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,616,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,219,benign,benign,0.5484283847302586,0.45157161526974143
0,0,0,618,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,287,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,528,benign,benign,0.639496830345078,0.360503169654922
0,0,0,649,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,538,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,343,benign,benign,0.6614267996015345,0.3385732003984656
0,0,0,48,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,695,benign,benign,0.6449427777050878,0.3550572222949122
0,0,0,441,benign,benign,0.6033319002669634,0.39666809973303657
0,0,0,393,benign,benign,0.6448882120390406,0.35511178796095944
0,0,0,275,benign,benign,0.5323448686195823,0.46765513138041775
0,0,0,464,benign,benign,0.6449427777050878,0.3550572222949122
0,0,0,290,benign,benign,0.6614267996015345,0.3385732003984656
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,0.5721921742352701,0.42780782576473
0,0,0,462,benign,benign,0.6485592609908616,0.35144073900913836
0,0,0,97,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,94,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,77,benign,benign,0.5318152469267502,0.46818475307324986
0,0,0,27,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,256,benign,benign,0.6449427777050878,0.3550572222949122
0,0,0,277,benign,benign,0.5721921742352701,0.42780782576473
0,0,0,138,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,562,benign,benign,0.5721921742352701,0.42780782576473
0,0,0,242,benign,benign,0.5542912215127805,0.4457087784872195
0,0,0,64,benign,benign,0.5721921742352701,0.42780782576473
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,0.4473014214848473,0.5526985785151527
0,0,0,54,malignant,malignant,0.2583867800850759,0.7416132199149241
0,0,0,339,malignant,malignant,0.46595688224654724,0.5340431177534527
0,0,0,357,malignant,malignant,0.22951869977299233,0.7704813002270077
0,0,0,123,malignant,malignant,0.4432902203422056,0.5567097796577943
0,0,0,292,malignant,malignant,0.3225269748532906,0.6774730251467093
0,0,0,50,malignant,malignant,0.2556218643972475,0.7443781356027525
0,0,0,160,malignant,malignant,0.29913638708500734,0.7008636129149927
0,0,0,215,malignant,malignant,0.3001033190985738,0.6998966809014261
0,0,0,213,malignant,malignant,0.071759136135343,0.9282408638646571
0,0,0,293,malignant,malignant,0.2958282288228772,0.7041717711771229
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,0.3483510075737979,0.651648992426202
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,0.5262524270536306,0.4737475729463694
0,0,0,680,malignant,malignant,0.03616937901511816,0.9638306209848819
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,0.3008090225889559,0.699190977411044
0,0,0,285,malignant,malignant,0.16058318306701444,0.8394168169329856
0,1,0,561,benign,benign,0.5633223002715978,0.4366776997284022
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,0.5916514731553312,0.40834852684466877
0,1,0,82,benign,benign,0.5538883446750329,0.44611165532496716
0,1,0,527,benign,benign,0.5633223002715978,0.4366776997284022
0,1,0,324,benign,benign,0.5792717682578262,0.4207282317421738
0,1,0,157,benign,benign,0.5633223002715978,0.4366776997284022
0,1,0,389,benign,benign,0.5447213850627884,0.4552786149372116
0,1,0,176,benign,benign,0.5633223002715978,0.4366776997284022
0,1,0,434,malignant,benign,0.3303012625162597,0.6696987374837403
0,1,0,556,benign,benign,0.5130162264576393,0.4869837735423606
0,1,0,495,benign,benign,0.5364061406283924,0.4635938593716076
0,1,0,172,benign,benign,0.5792717682578262,0.4207282317421738
0,1,0,181,benign,benign,0.5975087208160114,0.40249127918398864
0,1,0,313,benign,benign,0.5975087208160114,0.40249127918398864
0,1,0,2,benign,benign,0.5447213850627884,0.4552786149372116
0,1,0,185,benign,benign,0.5364061406283924,0.4635938593716076
0,1,0,198,benign,benign,0.5975087208160114,0.40249127918398864
0,1,0,503,benign,benign,0.5633223002715978,0.4366776997284022
0,1,0,88,benign,benign,0.5633223002715978,0.4366776997284022
0,1,0,61,benign,benign,0.5608205746129147,0.4391794253870853
0,1,0,430,benign,benign,0.569919313476898,0.430080686523102
0,1,0,66,benign,benign,0.5633223002715978,0.4366776997284022
0,1,0,651,benign,benign,0.5639535716591284,0.4360464283408717
0,1,0,154,benign,benign,0.5975087208160114,0.40249127918398864
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,0.5633223002715978,0.4366776997284022
0,1,0,4,benign,benign,0.5573361257967074,0.4426638742032925
0,1,0,19,benign,benign,0.5633223002715978,0.4366776997284022
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,0.5975087208160114,0.40249127918398864
0,1,0,307,benign,benign,0.5792717682578262,0.4207282317421738
0,1,0,659,benign,benign,0.5975087208160114,0.40249127918398864
0,1,0,40,malignant,benign,0.4704762810320413,0.5295237189679587
0,1,0,409,benign,benign,0.5496144812440958,0.4503855187559041
0,1,0,305,malignant,malignant,0.15967414708604136,0.8403258529139587
0,1,0,267,malignant,malignant,0.48261897794826375,0.5173810220517363
0,1,0,565,malignant,malignant,0.16231137203281684,0.8376886279671832
0,1,0,340,malignant,malignant,0.30201964813899285,0.697980351861007
0,1,0,268,malignant,malignant,0.17063372740420574,0.8293662725957943
0,1,0,633,malignant,malignant,0.31588160749620914,0.6841183925037909
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,0.09286141250050459,0.9071385874994954
0,1,0,312,malignant,malignant,0.4377854839924527,0.5622145160075472
0,1,0,328,malignant,malignant,0.18853889325135428,0.8114611067486457
0,1,0,224,malignant,malignant,0.2884604050434232,0.7115395949565768
0,1,0,112,malignant,malignant,0.2709279015122253,0.7290720984877748
0,1,0,302,malignant,malignant,0.06217093686614934,0.9378290631338506
0,1,0,55,malignant,malignant,0.3096234166687879,0.6903765833312121
0,1,0,151,malignant,malignant,0.4524091085090352,0.5475908914909647
0,1,0,166,malignant,malignant,0.2664576102325098,0.7335423897674902
0,1,0,20,malignant,malignant,0.4086292605804633,0.5913707394195368
0,1,0,205,malignant,malignant,0.14869071428363492,0.8513092857163651
0,1,0,103,malignant,malignant,0.495870956181529,0.5041290438184711
0,1,0,289,malignant,malignant,0.2535996698336776,0.7464003301663223
0,1,0,582,malignant,malignant,0.1890168266698014,0.8109831733301986
0,1,0,457,malignant,malignant,0.18461535150723551,0.8153846484927646
0,1,0,594,malignant,malignant,0.48864217891300876,0.5113578210869912
0,2,0,269,benign,benign,0.5774975354346108,0.4225024645653893
0,2,0,168,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,559,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,195,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,79,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,517,benign,benign,0.5597497420193079,0.4402502579806921
0,2,0,615,benign,benign,0.5518159164984736,0.44818408350152644
0,2,0,338,benign,benign,0.5597497420193079,0.4402502579806921
0,2,0,511,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,404,benign,benign,0.578308378971001,0.42169162102899904
0,2,0,403,benign,benign,0.5457430464086613,0.45425695359133855
0,2,0,547,benign,benign,0.5591043571088341,0.4408956428911659
0,2,0,540,benign,benign,0.5397170874367431,0.46028291256325693
0,2,0,516,benign,benign,0.5783879775566471,0.4216120224433529
0,2,0,623,benign,benign,0.5959268034343322,0.40407319656566776
0,2,0,451,benign,benign,0.576858500126862,0.423141499873138
0,2,0,606,benign,benign,0.576858500126862,0.423141499873138
0,2,0,439,benign,benign,0.576858500126862,0.423141499873138
0,2,0,350,benign,benign,0.5724978451679252,0.4275021548320748
0,2,0,257,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,578,benign,benign,0.5774975354346108,0.4225024645653893
0,2,0,614,benign,benign,0.5402912031029221,0.45970879689707783
0,2,0,642,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,567,benign,benign,0.535609811472073,0.4643901885279271
0,2,0,468,benign,benign,0.576858500126862,0.423141499873138
0,2,0,178,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,394,benign,benign,0.5576903746915078,0.44230962530849216
0,2,0,92,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,137,benign,benign,0.576858500126862,0.423141499873138
0,2,0,240,benign,benign,0.5246842560945065,0.47531574390549347
0,2,0,424,benign,benign,0.576858500126862,0.423141499873138
0,2,0,526,benign,benign,0.576858500126862,0.423141499873138
0,2,0,463,benign,benign,0.576858500126862,0.423141499873138
0,2,0,688,benign,benign,0.576858500126862,0.423141499873138
0,2,0,461,benign,benign,0.5457430464086613,0.45425695359133855
0,2,0,139,benign,benign,0.5371687607243817,0.4628312392756182
0,2,0,678,benign,benign,0.5959268034343322,0.40407319656566776
0,2,0,622,benign,benign,0.5288152596221256,0.4711847403778744
0,2,0,171,benign,benign,0.5774975354346108,0.4225024645653893
0,2,0,629,benign,benign,0.576858500126862,0.423141499873138
0,2,0,93,benign,benign,0.5774975354346108,0.4225024645653893
0,2,0,380,benign,benign,0.5959268034343322,0.40407319656566776
0,2,0,208,benign,benign,0.5597497420193079,0.4402502579806921
0,2,0,564,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,281,benign,benign,0.5582042969116938,0.4417957030883062
0,2,0,525,benign,benign,0.576858500126862,0.423141499873138
0,2,0,100,malignant,malignant,0.15012971586188012,0.8498702841381198
0,2,0,344,malignant,malignant,0.2394848935899866,0.7605151064100135
0,2,0,608,malignant,malignant,0.07860060017255344,0.9213993998274465
0,2,0,288,malignant,malignant,0.3222869938657221,0.6777130061342779
0,2,0,42,malignant,malignant,0.16846128786151518,0.8315387121384848
0,2,0,658,malignant,malignant,0.45798297003507604,0.542017029964924
0,2,0,111,malignant,malignant,0.4619408326030438,0.5380591673969561
0,2,0,348,benign,malignant,0.5274878988163357,0.4725121011836642
0,2,0,237,malignant,malignant,0.17133930677811535,0.8286606932218847
0,2,0,358,malignant,malignant,0.15947574746908713,0.8405242525309128
0,2,0,391,malignant,malignant,0.284851121897557,0.715148878102443
0,2,0,435,malignant,malignant,0.17332347276747037,0.8266765272325296
0,2,0,191,malignant,malignant,0.12321830676830127,0.8767816932316986
0,2,0,336,malignant,malignant,0.48195956616233887,0.5180404338376612
0,2,0,51,malignant,malignant,0.4980594604937055,0.5019405395062946
0,2,0,14,malignant,malignant,0.42465703615812794,0.5753429638418721
0,2,0,174,malignant,malignant,0.452821932102917,0.547178067897083
0,2,0,421,malignant,malignant,0.03998996463170553,0.9600100353682945
0,2,0,262,malignant,malignant,0.298020172416461,0.701979827583539
0,2,0,99,malignant,malignant,0.38748054020045347,0.6125194597995466
0,2,0,270,malignant,malignant,0.46603696447592124,0.5339630355240788
0,2,0,132,malignant,malignant,0.29311622443573626,0.7068837755642636
0,2,0,251,malignant,malignant,0.278959397437636,0.7210406025623639
0,2,0,233,malignant,malignant,0.308654509164658,0.691345490835342
0,3,0,654,benign,benign,0.5581481875750856,0.44185181242491445
0,3,0,657,benign,benign,0.5254425583151056,0.4745574416848944
0,3,0,645,benign,benign,0.5581481875750856,0.44185181242491445
0,3,0,248,benign,benign,0.5468068782109693,0.45319312178903065
0,3,0,296,malignant,benign,0.4789567015767755,0.5210432984232245
0,3,0,494,malignant,benign,0.34688121040687825,0.6531187895931218
0,3,0,164,benign,benign,0.534806081545493,0.46519391845450697
0,3,0,638,benign,benign,0.5828576492217776,0.41714235077822226
0,3,0,121,benign,benign,0.5435348781757957,0.4564651218242043
0,3,0,432,benign,benign,0.5581481875750856,0.44185181242491445
0,3,0,471,benign,benign,0.5828576492217776,0.41714235077822226
0,3,0,249,benign,benign,0.534806081545493,0.46519391845450697
0,3,0,387,benign,benign,0.5270546563947097,0.4729453436052903
0,3,0,399,benign,benign,0.6581535087829158,0.3418464912170842
0,3,0,351,benign,benign,0.5581481875750856,0.44185181242491445
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0,9,0,592,malignant,malignant,0.310667587480472,0.6893324125195279
0,9,0,226,malignant,malignant,0.15465983892740784,0.8453401610725922
0,9,0,604,malignant,malignant,0.320123785321261,0.6798762146787389
0,9,0,105,malignant,malignant,0.4745410126356394,0.5254589873643606
0,9,0,264,malignant,malignant,0.46577848268434796,0.5342215173156519
0,9,0,231,malignant,malignant,0.31174737258201257,0.6882526274179874
0,9,0,43,benign,malignant,0.5345976916332235,0.46540230836677643
0,9,0,449,malignant,malignant,0.08837385151571078,0.9116261484842891
0,9,0,491,malignant,malignant,0.3012511303939702,0.6987488696060298
0,9,0,74,malignant,malignant,0.30942295824864047,0.6905770417513596
0,9,0,367,malignant,malignant,0.0786267878172524,0.9213732121827476
0,9,0,467,malignant,malignant,0.476576401910818,0.5234235980891819
0,9,0,62,malignant,malignant,0.09707604937338375,0.9029239506266162
0,9,0,58,malignant,malignant,0.4742383688480707,0.5257616311519293
0,9,0,333,malignant,malignant,0.490821035694623,0.509178964305377
0,9,0,126,malignant,malignant,0.4392383694290949,0.5607616305709051
0,9,0,549,malignant,malignant,0.48710506850244245,0.5128949314975576