% Python_3.9.16.
% Sklearn_1.2.2.
% NumPy_1.22.4.
% SciPy_1.10.1.
% Tue Mar 28 14:42:49 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,0.9978120781192261,0.00218792188077387
0,0,0,447,benign,benign,0.9938196787359496,0.006180321264050398
0,0,0,593,benign,benign,0.9886002489535592,0.01139975104644072
0,0,0,8,benign,benign,0.9816212097234492,0.018378790276550726
0,0,0,148,benign,benign,0.9741371676705444,0.02586283232945568
0,0,0,180,benign,benign,0.9947690599733681,0.005230940026631967
0,0,0,415,benign,benign,0.7600620486038896,0.23993795139611035
0,0,0,500,benign,benign,0.9864815701732913,0.013518429826708754
0,0,0,131,benign,benign,0.9947235756732572,0.005276424326742851
0,0,0,156,benign,benign,0.9911839733591419,0.00881602664085814
0,0,0,545,benign,benign,0.9923117217580905,0.007688278241909572
0,0,0,595,benign,benign,0.9923117217580905,0.007688278241909572
0,0,0,259,malignant,benign,0.06520053886704091,0.9347994611329591
0,0,0,433,benign,benign,0.9777197309260467,0.022280269073953283
0,0,0,426,benign,benign,0.9095558779537402,0.09044412204625984
0,0,0,322,benign,benign,0.9934402688868212,0.006559731113178712
0,0,0,616,benign,benign,0.9954528953246603,0.0045471046753396485
0,0,0,219,benign,benign,0.9533426379351886,0.046657362064811386
0,0,0,618,benign,benign,0.994311729024872,0.005688270975128007
0,0,0,287,benign,benign,0.9948393334790655,0.005160666520934456
0,0,0,528,benign,benign,0.9851072484754078,0.01489275152459221
0,0,0,649,benign,benign,0.9954528953246603,0.0045471046753396485
0,0,0,538,benign,benign,0.994311729024872,0.005688270975128007
0,0,0,343,benign,benign,0.9978120781192261,0.00218792188077387
0,0,0,48,benign,benign,0.9935648189734855,0.006435181026514473
0,0,0,695,benign,benign,0.9969432016226804,0.0030567983773196815
0,0,0,441,benign,benign,0.8733959446301456,0.12660405536985447
0,0,0,393,benign,benign,0.9961994249172502,0.003800575082749735
0,0,0,275,benign,benign,0.9215152349762719,0.07848476502372811
0,0,0,464,benign,benign,0.9956041710808744,0.004395828919125632
0,0,0,290,benign,benign,0.9978120781192261,0.00218792188077387
0,0,0,687,benign,benign,0.9925408558591843,0.0074591441408157445
0,0,0,542,benign,benign,0.9808894800508818,0.019110519949118134
0,0,0,376,benign,benign,0.9969452905590891,0.003054709440910923
0,0,0,462,benign,benign,0.9956471499680657,0.004352850031934295
0,0,0,97,benign,benign,0.9897282911451516,0.010271708854848441
0,0,0,94,benign,benign,0.9947235756732572,0.005276424326742851
0,0,0,77,benign,benign,0.9788102835982803,0.021189716401719766
0,0,0,27,benign,benign,0.9923117217580905,0.007688278241909572
0,0,0,256,benign,benign,0.9964964460444157,0.003503553955584344
0,0,0,277,benign,benign,0.9969452905590891,0.003054709440910923
0,0,0,138,benign,benign,0.9890147334200117,0.010985266579988376
0,0,0,562,benign,benign,0.9959866682980703,0.004013331701929737
0,0,0,242,benign,benign,0.9947235756732572,0.005276424326742851
0,0,0,64,benign,benign,0.9969452905590891,0.003054709440910923
0,0,0,624,benign,benign,0.9934645916882389,0.006535408311761129
0,0,0,334,malignant,malignant,0.005205924953274099,0.9947940750467259
0,0,0,414,malignant,malignant,0.0013612585155221568,0.9986387414844778
0,0,0,54,malignant,malignant,0.004292301555229305,0.9957076984447707
0,0,0,339,malignant,malignant,0.0043891893629404155,0.9956108106370596
0,0,0,357,malignant,malignant,8.181508461668763e-05,0.9999181849153833
0,0,0,123,malignant,malignant,0.023987492599749638,0.9760125074002504
0,0,0,292,malignant,malignant,0.04593376368258373,0.9540662363174163
0,0,0,50,malignant,malignant,0.018309994412902042,0.981690005587098
0,0,0,160,malignant,malignant,0.0019508814396311802,0.9980491185603688
0,0,0,215,malignant,malignant,0.02004625307064889,0.9799537469293511
0,0,0,213,malignant,malignant,0.0002225881308408617,0.9997774118691591
0,0,0,293,malignant,malignant,0.011534379134391926,0.9884656208656081
0,0,0,41,malignant,malignant,0.11706876518195541,0.8829312348180446
0,0,0,488,malignant,malignant,0.07707347297115441,0.9229265270288456
0,0,0,668,malignant,malignant,0.18273834460862037,0.8172616553913796
0,0,0,530,malignant,malignant,0.005675351227046543,0.9943246487729535
0,0,0,46,malignant,malignant,0.08522672928878139,0.9147732707112186
0,0,0,223,malignant,malignant,0.008571697330625572,0.9914283026693744
0,0,0,227,malignant,malignant,0.01611845560886549,0.9838815443911345
0,0,0,680,malignant,malignant,1.881579718132631e-05,0.9999811842028187
0,0,0,63,benign,malignant,0.5402226876832461,0.45977731231675384
0,0,0,128,malignant,malignant,0.09421917615778697,0.905780823842213
0,0,0,493,malignant,malignant,0.0014172946339233716,0.9985827053660766
0,0,0,285,malignant,malignant,0.000285953350475765,0.9997140466495242
0,1,0,561,benign,benign,0.9932312221775127,0.006768777822487315
0,1,0,521,benign,benign,0.9963814237611941,0.0036185762388058905
0,1,0,419,benign,benign,0.9935235492290388,0.006476450770961151
0,1,0,485,benign,benign,0.9867439829043213,0.013256017095678651
0,1,0,647,benign,benign,0.9956378071043483,0.0043621928956516605
0,1,0,82,benign,benign,0.9863260499983029,0.013673950001697115
0,1,0,527,benign,benign,0.9946180259493488,0.005381974050651205
0,1,0,324,benign,benign,0.9966094692071054,0.003390530792894689
0,1,0,157,benign,benign,0.9960685589558529,0.00393144104414708
0,1,0,389,benign,benign,0.9845170674164038,0.015482932583596265
0,1,0,176,benign,benign,0.9960685589558529,0.00393144104414708
0,1,0,434,malignant,benign,0.0049626725193685495,0.9950373274806315
0,1,0,556,benign,benign,0.9797098721662519,0.020290127833748017
0,1,0,495,benign,benign,0.9948593824244953,0.005140617575504637
0,1,0,172,benign,benign,0.9970290384004381,0.002970961599561936
0,1,0,181,benign,benign,0.9975731100588716,0.002426889941128376
0,1,0,313,benign,benign,0.9975731100588716,0.002426889941128376
0,1,0,2,benign,benign,0.9901691298183853,0.00983087018161471
0,1,0,185,benign,benign,0.9948677555226235,0.005132244477376478
0,1,0,198,benign,benign,0.9975731100588716,0.002426889941128376
0,1,0,503,benign,benign,0.9946180259493488,0.005381974050651205
0,1,0,88,benign,benign,0.9946180259493488,0.005381974050651205
0,1,0,61,benign,benign,0.9952714974368185,0.0047285025631814736
0,1,0,430,benign,benign,0.9879490270962608,0.012050972903739195
0,1,0,66,benign,benign,0.9946180259493488,0.005381974050651205
0,1,0,651,benign,benign,0.9859732321603845,0.014026767839615574
0,1,0,154,benign,benign,0.9975731100588716,0.002426889941128376
0,1,0,153,benign,benign,0.9766808139892688,0.023319186010731227
0,1,0,532,benign,benign,0.99546838093248,0.0045316190675200076
0,1,0,639,benign,benign,0.997515271454101,0.002484728545898942
0,1,0,573,benign,benign,0.9970290384004381,0.002970961599561936
0,1,0,420,benign,benign,0.908848214520939,0.09115178547906098
0,1,0,9,benign,benign,0.9911146042539941,0.00888539574600588
0,1,0,321,benign,benign,0.9644072381078063,0.03559276189219373
0,1,0,258,benign,benign,0.9954733925295427,0.0045266074704573556
0,1,0,4,benign,benign,0.996459466348329,0.003540533651670991
0,1,0,19,benign,benign,0.9910342612279859,0.00896573877201417
0,1,0,217,benign,benign,0.9966094692071054,0.003390530792894689
0,1,0,362,benign,benign,0.9652778774108669,0.034722122589133146
0,1,0,475,benign,benign,0.9967566247132096,0.003243375286790399
0,1,0,476,benign,benign,0.9920641293243301,0.007935870675669926
0,1,0,686,benign,benign,0.9975731100588716,0.002426889941128376
0,1,0,307,benign,benign,0.9966094692071054,0.003390530792894689
0,1,0,659,benign,benign,0.9975731100588716,0.002426889941128376
0,1,0,40,malignant,benign,0.019133553518331348,0.9808664464816687
0,1,0,409,benign,benign,0.9920063063910244,0.007993693608975661
0,1,0,305,malignant,malignant,0.00407820196315356,0.9959217980368464
0,1,0,267,malignant,malignant,0.0348693466440787,0.9651306533559213
0,1,0,565,malignant,malignant,7.709180920356662e-05,0.9999229081907964
0,1,0,340,malignant,malignant,0.000498091798185607,0.9995019082018144
0,1,0,268,malignant,malignant,6.167440130233626e-05,0.9999383255986977
0,1,0,633,malignant,malignant,0.1045063493183026,0.8954936506816974
0,1,0,175,malignant,malignant,0.007714038281505742,0.9922859617184943
0,1,0,260,malignant,malignant,0.00011794871934811546,0.9998820512806519
0,1,0,218,malignant,malignant,0.006122757019064506,0.9938772429809355
0,1,0,312,malignant,malignant,0.27190920948933495,0.728090790510665
0,1,0,328,malignant,malignant,0.16979100401930236,0.8302089959806976
0,1,0,224,malignant,malignant,0.0011416649106783527,0.9988583350893216
0,1,0,112,malignant,malignant,0.003463671508094124,0.9965363284919059
0,1,0,302,malignant,malignant,2.0121983692611423e-06,0.9999979878016307
0,1,0,55,malignant,malignant,0.05025703597594544,0.9497429640240546
0,1,0,151,malignant,malignant,0.01462375561098006,0.9853762443890199
0,1,0,166,malignant,malignant,0.04270430082842269,0.9572956991715773
0,1,0,20,malignant,malignant,0.19135243613176522,0.8086475638682348
0,1,0,205,malignant,malignant,0.0002987524580367884,0.9997012475419632
0,1,0,103,benign,malignant,0.7161919739346163,0.28380802606538363
0,1,0,289,malignant,malignant,0.036267201077076816,0.9637327989229232
0,1,0,582,malignant,malignant,0.01218590737461478,0.9878140926253852
0,1,0,457,malignant,malignant,0.0038174580907132105,0.9961825419092868
0,1,0,594,malignant,malignant,0.006406622707767151,0.9935933772922328