% Python_3.7.1.
% Sklearn_0.21.2.
% NumPy_1.18.1.
% SciPy_1.2.1.
% Tue Aug 11 15:17:22 2020
% Created by run_task()
@RELATION openml_task_15_predictions

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

@DATA
0,0,0,665,0.9542080814877494,0.04579191851225061,benign,benign
0,0,0,447,0.9330514963583104,0.06694850364168953,benign,benign
0,0,0,593,0.9218996263744473,0.0781003736255524,benign,benign
0,0,0,8,0.9140222140884857,0.08597778591151443,benign,benign
0,0,0,148,0.8805007472637816,0.11949925273621838,benign,benign
0,0,0,180,0.9588584235658929,0.04114157643410717,benign,benign
0,0,0,415,0.5442347128299386,0.4557652871700615,malignant,benign
0,0,0,500,0.883984907095366,0.11601509290463398,benign,benign
0,0,0,131,0.8976945872791552,0.10230541272084506,benign,benign
0,0,0,156,0.8971715624466441,0.102828437553356,benign,benign
0,0,0,545,0.9032828850881749,0.09671711491182515,benign,benign
0,0,0,595,0.9032828850881749,0.09671711491182515,benign,benign
0,0,0,259,0.547169804308738,0.4528301956912618,malignant,benign
0,0,0,433,0.8379745131331433,0.16202548686685686,benign,benign
0,0,0,426,0.8637152561983947,0.13628474380160543,benign,benign
0,0,0,322,0.8808004216290763,0.11919957837092386,benign,benign
0,0,0,616,0.905521270672621,0.09447872932737897,benign,benign
0,0,0,219,0.8402699243267223,0.1597300756732774,benign,benign
0,0,0,618,0.8998784268293979,0.10012157317060208,benign,benign
0,0,0,287,0.8516717244425438,0.14832827555745617,benign,benign
0,0,0,528,0.8998573532027331,0.10014264679726678,benign,benign
0,0,0,649,0.905521270672621,0.09447872932737897,benign,benign
0,0,0,538,0.8998784268293979,0.10012157317060208,benign,benign
0,0,0,343,0.9542080814877494,0.04579191851225061,benign,benign
0,0,0,48,0.8239199730736719,0.17608002692632824,benign,benign
0,0,0,695,0.9401396541818426,0.05986034581815729,benign,benign
0,0,0,441,0.6112968087633048,0.38870319123669506,malignant,benign
0,0,0,393,0.978047293621458,0.02195270637854193,benign,benign
0,0,0,275,0.8642458740949107,0.13575412590508942,benign,benign
0,0,0,464,0.9292421466576963,0.0707578533423038,benign,benign
0,0,0,290,0.9542080814877494,0.04579191851225061,benign,benign
0,0,0,687,0.8394231944343151,0.16057680556568515,benign,benign
0,0,0,542,0.8863340930606662,0.1136659069393339,benign,benign
0,0,0,376,0.9365963726374916,0.06340362736250842,benign,benign
0,0,0,462,0.905406043469503,0.09459395653049678,benign,benign
0,0,0,97,0.8735918797986358,0.12640812020136405,benign,benign
0,0,0,94,0.8976945872791552,0.10230541272084506,benign,benign
0,0,0,77,0.8087019212827852,0.19129807871721505,benign,benign
0,0,0,27,0.9032828850881749,0.09671711491182515,benign,benign
0,0,0,256,0.9328580460620379,0.06714195393796209,benign,benign
0,0,0,277,0.9365963726374916,0.06340362736250842,benign,benign
0,0,0,138,0.8809245305138858,0.1190754694861142,benign,benign
0,0,0,562,0.9196898922497032,0.08031010775029712,benign,benign
0,0,0,242,0.8976945872791552,0.10230541272084506,benign,benign
0,0,0,64,0.9365963726374916,0.06340362736250842,benign,benign
0,0,0,624,0.9316541050727348,0.06834589492726517,benign,benign
0,0,0,334,0.27401008530064974,0.7259899146993504,malignant,malignant
0,0,0,414,0.17403413048585173,0.8259658695141481,malignant,malignant
0,0,0,54,0.14151693328806722,0.8584830667119329,malignant,malignant
0,0,0,339,0.2842644387999325,0.7157355612000674,malignant,malignant
0,0,0,357,6.268807073881945e-14,0.9999999999999374,malignant,malignant
0,0,0,123,0.19028217397010452,0.8097178260298955,malignant,malignant
0,0,0,292,0.011706595523255535,0.9882934044767443,malignant,malignant
0,0,0,50,0.05279611263212258,0.9472038873678775,malignant,malignant
0,0,0,160,0.07432273298117169,0.9256772670188281,malignant,malignant
0,0,0,215,0.23937651432826207,0.7606234856717379,malignant,malignant
0,0,0,213,1.7000018840505703e-13,0.99999999999983,malignant,malignant
0,0,0,293,0.20323202121369205,0.7967679787863079,malignant,malignant
0,0,0,41,0.2720443629970864,0.7279556370029134,malignant,malignant
0,0,0,488,0.2742049193171703,0.7257950806828297,malignant,malignant
0,0,0,668,0.012462783687344657,0.9875372163126552,malignant,malignant
0,0,0,530,0.7789914369142599,0.2210085630857399,benign,malignant
0,0,0,46,0.8282962089951513,0.17170379100484884,benign,malignant
0,0,0,223,0.38110345824457104,0.6188965417554291,malignant,malignant
0,0,0,227,0.03320009798219174,0.9667999020178082,malignant,malignant
0,0,0,680,1.568639518982577e-06,0.999998431360481,malignant,malignant
0,0,0,63,0.7995339796537497,0.20046602034625022,benign,malignant
0,0,0,128,0.6997634275164938,0.30023657248350627,benign,malignant
0,0,0,493,4.4127752284930056e-07,0.9999995587224773,malignant,malignant
0,0,0,285,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,1,0,561,0.8890690883371072,0.11093091166289304,benign,benign
0,1,0,521,0.8901128026499393,0.10988719735006049,benign,benign
0,1,0,419,0.7902940197148176,0.20970598028518234,benign,benign
0,1,0,485,0.7020127604968075,0.29798723950319256,benign,benign
0,1,0,647,0.8227941933265194,0.17720580667348076,benign,benign
0,1,0,82,0.8583619482299835,0.1416380517700164,benign,benign
0,1,0,527,0.8724458166144262,0.12755418338557378,benign,benign
0,1,0,324,0.8602951292378508,0.13970487076214927,benign,benign
0,1,0,157,0.8561772480330517,0.14382275196694833,benign,benign
0,1,0,389,0.7741970669173388,0.2258029330826613,benign,benign
0,1,0,176,0.8561772480330517,0.14382275196694833,benign,benign
0,1,0,434,0.39363626024199927,0.6063637397580007,malignant,benign
0,1,0,556,0.9035524593030008,0.09644754069699903,benign,benign
0,1,0,495,0.9316270947688576,0.06837290523114245,benign,benign
0,1,0,172,0.8771268218666931,0.12287317813330699,benign,benign
0,1,0,181,0.910007115081957,0.08999288491804276,benign,benign
0,1,0,313,0.910007115081957,0.08999288491804276,benign,benign
0,1,0,2,0.804013385791416,0.19598661420858404,benign,benign
0,1,0,185,0.9057345489927875,0.09426545100721252,benign,benign
0,1,0,198,0.910007115081957,0.08999288491804276,benign,benign
0,1,0,503,0.8724458166144262,0.12755418338557378,benign,benign
0,1,0,88,0.8724458166144262,0.12755418338557378,benign,benign
0,1,0,61,0.8367767923023788,0.16322320769762116,benign,benign
0,1,0,430,0.8386800801300293,0.16131991986997068,benign,benign
0,1,0,66,0.8724458166144262,0.12755418338557378,benign,benign
0,1,0,651,0.7620562196097779,0.23794378039022213,benign,benign
0,1,0,154,0.910007115081957,0.08999288491804276,benign,benign
0,1,0,153,0.8318078014525421,0.16819219854745784,benign,benign
0,1,0,532,0.9046150428876742,0.09538495711232581,benign,benign
0,1,0,639,0.9220658479582244,0.0779341520417756,benign,benign
0,1,0,573,0.8771268218666931,0.12287317813330699,benign,benign
0,1,0,420,0.6543811091113754,0.3456188908886246,benign,benign
0,1,0,9,0.8773576101775226,0.12264238982247734,benign,benign
0,1,0,321,0.8607056766282634,0.13929432337173667,benign,benign
0,1,0,258,0.8607056766282634,0.13929432337173667,benign,benign
0,1,0,4,0.8059626506965293,0.1940373493034704,benign,benign
0,1,0,19,0.9079320635922179,0.09206793640778195,benign,benign
0,1,0,217,0.8602951292378508,0.13970487076214927,benign,benign
0,1,0,362,0.6943186952586048,0.30568130474139493,benign,benign
0,1,0,475,0.9215113568269083,0.07848864317309154,benign,benign
0,1,0,476,0.9224809632436991,0.07751903675630079,benign,benign
0,1,0,686,0.910007115081957,0.08999288491804276,benign,benign
0,1,0,307,0.8602951292378508,0.13970487076214927,benign,benign
0,1,0,659,0.910007115081957,0.08999288491804276,benign,benign
0,1,0,40,0.09306451592040212,0.9069354840795979,malignant,benign
0,1,0,409,0.8678592707502233,0.13214072924977677,benign,benign
0,1,0,305,0.18145508108885475,0.8185449189111453,malignant,malignant
0,1,0,267,0.5256272754934853,0.47437272450651474,malignant,malignant
0,1,0,565,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,1,0,340,8.01184376878408e-06,0.9999919881562312,malignant,malignant
0,1,0,268,5.823627888370607e-12,0.9999999999941763,malignant,malignant
0,1,0,633,0.7818095149783035,0.21819048502169633,benign,malignant
0,1,0,175,0.8554196770791509,0.14458032292084907,benign,malignant
0,1,0,260,0.48851768535607804,0.511482314643922,malignant,malignant
0,1,0,218,6.301006991673606e-11,0.99999999993699,malignant,malignant
0,1,0,312,0.07733349622478045,0.9226665037752194,malignant,malignant
0,1,0,328,0.6525938927777329,0.3474061072222669,benign,malignant
0,1,0,224,0.25987108343330867,0.7401289165666911,malignant,malignant
0,1,0,112,0.18140547433575988,0.8185945256642401,malignant,malignant
0,1,0,302,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,1,0,55,0.576968979075271,0.4230310209247291,malignant,malignant
0,1,0,151,0.2400698305234073,0.7599301694765926,malignant,malignant
0,1,0,166,0.9257944774612469,0.07420552253875304,benign,malignant
0,1,0,20,0.8810729042400998,0.11892709575989999,benign,malignant
0,1,0,205,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,1,0,103,0.74088278434207,0.25911721565793017,benign,malignant
0,1,0,289,0.7716153052620879,0.22838469473791218,benign,malignant
0,1,0,582,0.035055752439481516,0.9649442475605183,malignant,malignant
0,1,0,457,2.686221167970794e-06,0.999997313778832,malignant,malignant
0,1,0,594,0.46244223713269916,0.5375577628673008,malignant,malignant
0,2,0,269,0.9496408410688045,0.05035915893119549,benign,benign
0,2,0,168,0.9141284644226547,0.08587153557734545,benign,benign
0,2,0,559,0.9309443298298619,0.0690556701701379,benign,benign
0,2,0,195,0.9033117848466674,0.09668821515333245,benign,benign
0,2,0,79,0.9044382659732743,0.0955617340267258,benign,benign
0,2,0,517,0.9845560889445037,0.015443911055496255,benign,benign
0,2,0,615,0.876140612911547,0.12385938708845311,benign,benign
0,2,0,338,0.9845560889445037,0.015443911055496255,benign,benign
0,2,0,511,0.9309443298298619,0.0690556701701379,benign,benign
0,2,0,404,0.8866108776450861,0.1133891223549139,benign,benign
0,2,0,403,0.8030562993227384,0.19694370067726166,benign,benign
0,2,0,547,0.9856992267395356,0.014300773260464479,benign,benign
0,2,0,540,0.8657329673032153,0.13426703269678453,benign,benign
0,2,0,516,0.9903601368120354,0.009639863187964589,benign,benign
0,2,0,623,0.9767691702093323,0.023230829790667703,benign,benign
0,2,0,451,0.9573986389755635,0.04260136102443641,benign,benign
0,2,0,606,0.9349559483495578,0.06504405165044225,benign,benign
0,2,0,439,0.9573986389755635,0.04260136102443641,benign,benign
0,2,0,350,0.9211599350365379,0.0788400649634619,benign,benign
0,2,0,257,0.9365488889901737,0.06345111100982613,benign,benign
0,2,0,578,0.9631292361052021,0.036870763894797924,benign,benign
0,2,0,614,0.9765115083819186,0.023488491618081454,benign,benign
0,2,0,642,0.9365488889901737,0.06345111100982613,benign,benign
0,2,0,567,0.7957520369523836,0.20424796304761647,benign,benign
0,2,0,468,0.9547988829299042,0.04520111707009591,benign,benign
0,2,0,178,0.9033117848466674,0.09668821515333245,benign,benign
0,2,0,394,0.9042102561430532,0.0957897438569469,benign,benign
0,2,0,92,0.9033117848466674,0.09668821515333245,benign,benign
0,2,0,137,0.9583715901968948,0.04162840980310516,benign,benign
0,2,0,240,0.6349537009639659,0.365046299036034,benign,benign
0,2,0,424,0.9583715901968948,0.04162840980310516,benign,benign
0,2,0,526,0.9547988829299042,0.04520111707009591,benign,benign
0,2,0,463,0.9299293305869673,0.07007066941303275,benign,benign
0,2,0,688,0.9547988829299042,0.04520111707009591,benign,benign
0,2,0,461,0.7213546185225098,0.2786453814774903,benign,benign
0,2,0,139,0.9845560889445037,0.015443911055496255,benign,benign
0,2,0,678,0.9767691702093323,0.023230829790667703,benign,benign
0,2,0,622,0.8954053626283216,0.10459463737167858,benign,benign
0,2,0,171,0.9496408410688045,0.05035915893119549,benign,benign
0,2,0,629,0.9547988829299042,0.04520111707009591,benign,benign
0,2,0,93,0.9631292361052021,0.036870763894797924,benign,benign
0,2,0,380,0.9767691702093323,0.023230829790667703,benign,benign
0,2,0,208,0.979277456751502,0.02072254324849801,benign,benign
0,2,0,564,0.8655212863112751,0.13447871368872516,benign,benign
0,2,0,281,0.9041415678781589,0.095858432121841,benign,benign
0,2,0,525,0.9376918257462507,0.06230817425374916,benign,benign
0,2,0,100,0.013361500140101913,0.9866384998598983,malignant,malignant
0,2,0,344,0.002983911394267383,0.9970160886057325,malignant,malignant
0,2,0,608,0.9999998999999902,1.0000000994736041e-07,benign,malignant
0,2,0,288,0.953740708220785,0.04625929177921501,benign,malignant
0,2,0,42,0.005589197652822023,0.9944108023471779,malignant,malignant
0,2,0,658,0.07021594137089733,0.9297840586291028,malignant,malignant
0,2,0,111,0.4839928264791326,0.5160071735208673,malignant,malignant
0,2,0,348,0.7100903611011449,0.2899096388988552,benign,malignant
0,2,0,237,0.04125116749964597,0.9587488325003539,malignant,malignant
0,2,0,358,5.381134935159538e-06,0.9999946188650648,malignant,malignant
0,2,0,391,5.67813955420019e-08,0.9999999432186044,malignant,malignant
0,2,0,435,0.009218804677427557,0.9907811953225725,malignant,malignant
0,2,0,191,3.94660430375389e-09,0.9999999960533957,malignant,malignant
0,2,0,336,0.2398510496433474,0.7601489503566528,malignant,malignant
0,2,0,51,0.5165982185737408,0.48340178142625917,malignant,malignant
0,2,0,14,0.01507550865498065,0.9849244913450192,malignant,malignant
0,2,0,174,0.17103794230353955,0.8289620576964605,malignant,malignant
0,2,0,421,0.10310510774577734,0.8968948922542227,malignant,malignant
0,2,0,262,5.697727399550272e-06,0.9999943022726004,malignant,malignant
0,2,0,99,0.2742281153377748,0.7257718846622252,malignant,malignant
0,2,0,270,0.21067992841830704,0.7893200715816927,malignant,malignant
0,2,0,132,0.22970642703350033,0.7702935729664997,malignant,malignant
0,2,0,251,0.14207761505628005,0.8579223849437198,malignant,malignant
0,2,0,233,0.3290093511558836,0.6709906488441163,malignant,malignant
0,3,0,654,0.8552222096913915,0.14477779030860854,benign,benign
0,3,0,657,0.5918474527910228,0.40815254720897726,malignant,benign
0,3,0,645,0.882963151540172,0.1170368484598279,benign,benign
0,3,0,248,0.7392665018561471,0.2607334981438529,benign,benign
0,3,0,296,0.5254664418237436,0.47453355817625653,malignant,benign
0,3,0,494,0.7113633795622725,0.2886366204377275,benign,benign
0,3,0,164,0.8365287469244299,0.16347125307556998,benign,benign
0,3,0,638,0.9109776198891921,0.08902238011080799,benign,benign
0,3,0,121,0.7470538557561467,0.2529461442438534,benign,benign
0,3,0,432,0.8413739563609381,0.15862604363906196,benign,benign
0,3,0,471,0.8975986985659257,0.10240130143407432,benign,benign
0,3,0,249,0.8552222096913915,0.14477779030860854,benign,benign
0,3,0,387,0.6504104003808694,0.34958959961913055,benign,benign
0,3,0,399,0.8974768332235739,0.10252316677642626,benign,benign
0,3,0,351,0.876412093399147,0.12358790660085271,benign,benign
0,3,0,469,0.8989220288341918,0.10107797116580804,benign,benign
0,3,0,481,0.7750563990009726,0.22494360099902755,benign,benign
0,3,0,327,0.9223316099532136,0.0776683900467864,benign,benign
0,3,0,235,0.7704974648249331,0.22950253517506683,benign,benign
0,3,0,634,0.917081112754941,0.08291888724505903,benign,benign
0,3,0,550,0.882963151540172,0.1170368484598279,benign,benign
0,3,0,601,0.9586569312710896,0.0413430687289104,benign,benign
0,3,0,473,0.9109776198891921,0.08902238011080799,benign,benign
0,3,0,398,0.8138652543688618,0.18613474563113816,benign,benign
0,3,0,89,0.8150187125276585,0.18498128747234177,benign,benign
0,3,0,311,0.9429259648988549,0.057074035101145025,benign,benign
0,3,0,385,0.6526444311999172,0.3473555688000828,benign,benign
0,3,0,536,0.8365287469244299,0.16347125307556998,benign,benign
0,3,0,335,0.9429259648988549,0.057074035101145025,benign,benign
0,3,0,318,0.7365259181117003,0.26347408188829957,benign,benign
0,3,0,144,0.9000217885415572,0.09997821145844268,benign,benign
0,3,0,539,0.8731488669042645,0.12685113309573562,benign,benign
0,3,0,537,0.807079600654932,0.19292039934506797,benign,benign
0,3,0,628,0.929153798369822,0.07084620163017791,benign,benign
0,3,0,325,0.753678507003751,0.2463214929962491,benign,benign
0,3,0,91,0.8965861525594584,0.10341384744054158,benign,benign
0,3,0,161,0.8082101538176314,0.19178984618236863,benign,benign
0,3,0,291,0.9036083763255397,0.09639162367446044,benign,benign
0,3,0,664,0.8406406964860011,0.15935930351399882,benign,benign
0,3,0,150,0.9474637044127114,0.05253629558728852,benign,benign
0,3,0,443,0.9191261218894661,0.08087387811053376,benign,benign
0,3,0,116,0.5700286828705075,0.42997131712949244,malignant,benign
0,3,0,513,0.9345583558093693,0.06544164419063057,benign,benign
0,3,0,428,0.9223316099532136,0.0776683900467864,benign,benign
0,3,0,115,0.8136063628335154,0.18639363716648433,benign,benign
0,3,0,10,0.9474637044127114,0.05253629558728852,benign,benign
0,3,0,201,1.388392352707006e-06,0.9999986116076472,malignant,malignant
0,3,0,52,0.3649977022110897,0.6350022977889104,malignant,malignant
0,3,0,386,0.24183521213042966,0.75816478786957,malignant,malignant
0,3,0,436,0.8838680966740144,0.11613190332598569,benign,malignant
0,3,0,177,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,3,0,155,0.6555558588909088,0.3444441411090911,benign,malignant
0,3,0,317,0.013121515473613383,0.9868784845263866,malignant,malignant
0,3,0,113,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,3,0,611,5.111320990155611e-09,0.999999994888679,malignant,malignant
0,3,0,300,0.3542993956890052,0.645700604310995,malignant,malignant
0,3,0,465,0.12659919931738423,0.8734008006826159,malignant,malignant
0,3,0,183,0.027436799834773543,0.9725632001652265,malignant,malignant
0,3,0,626,0.029994326737426222,0.9700056732625737,malignant,malignant
0,3,0,610,0.05954795449473548,0.9404520455052644,malignant,malignant
0,3,0,323,0.2998222126605915,0.7001777873394086,malignant,malignant
0,3,0,36,0.002688653162791605,0.9973113468372082,malignant,malignant
0,3,0,612,2.607557539860524e-11,0.9999999999739244,malignant,malignant
0,3,0,279,5.99291889969372e-09,0.9999999940070811,malignant,malignant
0,3,0,591,0.19102019390025898,0.8089798060997409,malignant,malignant
0,3,0,261,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,3,0,254,0.13455065742346378,0.8654493425765362,malignant,malignant
0,3,0,159,0.894653780413235,0.10534621958676511,benign,malignant
0,3,0,206,0.13294139725775012,0.86705860274225,malignant,malignant
0,3,0,286,0.9907695336799638,0.009230466320036117,benign,malignant
0,4,0,641,0.8915112423084129,0.10848875769158728,benign,benign
0,4,0,585,0.9464930669974702,0.053506933002529934,benign,benign
0,4,0,635,0.8602959957954219,0.13970400420457812,benign,benign
0,4,0,298,0.7820553547580765,0.21794464524192336,benign,benign
0,4,0,341,0.9149845506099562,0.08501544939004396,benign,benign
0,4,0,228,0.9513737453729239,0.048626254627076274,benign,benign
0,4,0,437,0.9151922957637951,0.0848077042362051,benign,benign
0,4,0,17,0.8557086278463956,0.1442913721536045,benign,benign
0,4,0,598,0.8915112423084129,0.10848875769158728,benign,benign
0,4,0,147,0.8620992076903639,0.1379007923096361,benign,benign
0,4,0,423,0.846479253306057,0.15352074669394294,benign,benign
0,4,0,225,0.9304016906160287,0.06959830938397121,benign,benign
0,4,0,271,0.8527807141347863,0.1472192858652137,benign,benign
0,4,0,583,0.9197935668432206,0.08020643315677936,benign,benign
0,4,0,337,0.9149845506099562,0.08501544939004396,benign,benign
0,4,0,656,0.8843157648339471,0.11568423516605289,benign,benign
0,4,0,119,0.7853421488942167,0.21465785110578334,benign,benign
0,4,0,579,0.9149845506099562,0.08501544939004396,benign,benign
0,4,0,459,0.8887959427187768,0.11120405728122329,benign,benign
0,4,0,363,0.6411325046706092,0.3588674953293908,benign,benign
0,4,0,6,0.6648961464189522,0.3351038535810479,benign,benign
0,4,0,76,0.8524380695396203,0.14756193046037966,benign,benign
0,4,0,26,0.9130998817336109,0.08690011826638917,benign,benign
0,4,0,72,0.682808913417692,0.3171910865823078,benign,benign
0,4,0,694,0.8324724945269555,0.16752750547304443,benign,benign
0,4,0,544,0.8314968351102013,0.1685031648897985,benign,benign
0,4,0,346,0.729196159060031,0.270803840939969,benign,benign
0,4,0,396,0.8681745280136467,0.1318254719863531,benign,benign
0,4,0,690,0.9157172505607707,0.08428274943922925,benign,benign
0,4,0,182,0.8586069340399719,0.14139306596002824,benign,benign
0,4,0,438,0.8427211032393815,0.15727889676061854,benign,benign
0,4,0,278,0.9149845506099562,0.08501544939004396,benign,benign
0,4,0,384,0.931944132943889,0.06805586705611098,benign,benign
0,4,0,405,0.9304016906160287,0.06959830938397121,benign,benign
0,4,0,301,0.9149845506099562,0.08501544939004396,benign,benign
0,4,0,450,0.8944947811425509,0.10550521885744918,benign,benign
0,4,0,660,0.9304016906160287,0.06959830938397121,benign,benign
0,4,0,667,0.8681745280136467,0.1318254719863531,benign,benign
0,4,0,402,0.782989603709215,0.217010396290785,benign,benign
0,4,0,484,0.9050553579296715,0.09494464207032836,benign,benign
0,4,0,204,0.9149845506099562,0.08501544939004396,benign,benign
0,4,0,557,0.8941944735042407,0.10580552649575933,benign,benign
0,4,0,370,0.751590136542819,0.2484098634571809,benign,benign
0,4,0,234,0.6656210288294244,0.3343789711705756,benign,benign
0,4,0,207,0.9513737453729239,0.048626254627076274,benign,benign
0,4,0,671,0.8098891669641671,0.1901108330358329,benign,benign
0,4,0,295,0.04523638397449737,0.9547636160255025,malignant,malignant
0,4,0,57,0.2699633064644597,0.7300366935355401,malignant,malignant
0,4,0,38,0.21442662553305855,0.7855733744669414,malignant,malignant
0,4,0,273,0.5851595812898575,0.41484041871014243,malignant,malignant
0,4,0,308,0.028138818202600935,0.971861181797399,malignant,malignant
0,4,0,23,0.5694514245798425,0.4305485754201575,malignant,malignant
0,4,0,67,0.9399376982538331,0.060062301746166856,benign,malignant
0,4,0,247,0.389565575066692,0.6104344249333079,malignant,malignant
0,4,0,698,0.30058111089564604,0.6994188891043539,malignant,malignant
0,4,0,68,0.9807521705374956,0.01924782946250441,benign,malignant
0,4,0,282,0.8760705440942661,0.12392945590573375,benign,malignant
0,4,0,381,0.896964105080209,0.10303589491979095,benign,malignant
0,4,0,187,0.9996026386946034,0.0003973613053964745,benign,malignant
0,4,0,246,3.267551368677018e-08,0.9999999673244863,malignant,malignant
0,4,0,648,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,4,0,18,0.3942155003264674,0.6057844996735327,malignant,malignant
0,4,0,188,0.31630378820559896,0.6836962117944012,malignant,malignant
0,4,0,49,0.3736093646459621,0.6263906353540379,malignant,malignant
0,4,0,669,7.572706469557647e-11,0.999999999924273,malignant,malignant
0,4,0,605,0.17634755136817526,0.8236524486318249,malignant,malignant
0,4,0,366,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,4,0,32,1.4793246278831011e-06,0.9999985206753721,malignant,malignant
0,4,0,98,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,4,0,569,0.016180416481415365,0.9838195835185849,malignant,malignant
0,5,0,535,0.7979501595236618,0.20204984047633792,benign,benign
0,5,0,575,0.776345886888968,0.22365411311103203,benign,benign
0,5,0,512,0.8777385977854755,0.12226140221452464,benign,benign
0,5,0,442,0.8651200274333768,0.13487997256662307,benign,benign
0,5,0,165,0.7215398596003408,0.27846014039965933,benign,benign
0,5,0,75,0.7705635266651579,0.229436473334842,benign,benign
0,5,0,379,0.6805128268226996,0.3194871731773002,benign,benign
0,5,0,534,0.8810636776883023,0.11893632231169761,benign,benign
0,5,0,158,0.8942544842327734,0.1057455157672266,benign,benign
0,5,0,431,0.6504613843772563,0.34953861562274374,benign,benign
0,5,0,118,0.8341770396767948,0.16582296032320507,benign,benign
0,5,0,524,0.8549010787335549,0.14509892126644514,benign,benign
0,5,0,169,0.9526201649694023,0.04737983503059777,benign,benign
0,5,0,501,0.8351278073093735,0.16487219269062653,benign,benign
0,5,0,245,0.7204547528995707,0.2795452471004292,benign,benign
0,5,0,16,0.8351278073093735,0.16487219269062653,benign,benign
0,5,0,478,0.8584021700592309,0.14159782994076914,benign,benign
0,5,0,498,0.8351278073093735,0.16487219269062653,benign,benign
0,5,0,90,0.879659087014878,0.12034091298512209,benign,benign
0,5,0,390,0.8831533643602264,0.11684663563977378,benign,benign
0,5,0,672,0.8460798565351139,0.15392014346488606,benign,benign
0,5,0,372,0.8271781986640147,0.17282180133598543,benign,benign
0,5,0,520,0.9101876288661043,0.08981237113389574,benign,benign
0,5,0,31,0.8460798565351139,0.15392014346488606,benign,benign
0,5,0,371,0.915924949879695,0.08407505012030503,benign,benign
0,5,0,454,0.8617541293650672,0.13824587063493302,benign,benign
0,5,0,499,0.8351278073093735,0.16487219269062653,benign,benign
0,5,0,684,0.9394470504513792,0.06055294954862082,benign,benign
0,5,0,676,0.8907839503758067,0.10921604962419322,benign,benign
0,5,0,382,0.7166769704336943,0.28332302956630584,benign,benign
0,5,0,354,0.9093084082658984,0.09069159173410163,benign,benign
0,5,0,627,0.8514847145479941,0.14851528545200582,benign,benign
0,5,0,643,0.9394470504513792,0.06055294954862082,benign,benign
0,5,0,533,0.8549010787335549,0.14509892126644514,benign,benign
0,5,0,589,0.8777385977854755,0.12226140221452464,benign,benign
0,5,0,274,0.7864357807701803,0.2135642192298197,benign,benign
0,5,0,331,0.6960910222419942,0.30390897775800557,benign,benign
0,5,0,96,0.8980122782404854,0.10198772175951457,benign,benign
0,5,0,241,0.8300872844785385,0.1699127155214614,benign,benign
0,5,0,303,0.879659087014878,0.12034091298512209,benign,benign
0,5,0,232,0.5437460124601471,0.4562539875398529,malignant,benign
0,5,0,418,0.6252795108380136,0.37472048916198636,benign,benign
0,5,0,411,0.9442284782366348,0.05577152176336513,benign,benign
0,5,0,250,0.9204230711483479,0.07957692885165228,benign,benign
0,5,0,140,0.9006528653968345,0.09934713460316537,benign,benign
0,5,0,632,0.9394470504513792,0.06055294954862082,benign,benign
0,5,0,359,0.4307353765974256,0.5692646234025744,malignant,malignant
0,5,0,106,0.48753467293178415,0.5124653270682159,malignant,malignant
0,5,0,456,0.23283994908267386,0.7671600509173262,malignant,malignant
0,5,0,44,0.00868638985365197,0.9913136101463478,malignant,malignant
0,5,0,329,0.2707329442488006,0.7292670557511994,malignant,malignant
0,5,0,53,0.5213378464242271,0.47866215357577285,malignant,malignant
0,5,0,86,0.5573710057183602,0.4426289942816396,malignant,malignant
0,5,0,73,0.684737044050942,0.31526295594905795,benign,malignant
0,5,0,400,0.9737450218858523,0.02625497811414758,benign,malignant
0,5,0,681,8.250587362726386e-09,0.9999999917494126,malignant,malignant
0,5,0,697,0.3140417928190352,0.685958207180965,malignant,malignant
0,5,0,453,0.06815738769940663,0.9318426123005934,malignant,malignant
0,5,0,440,0.9927587728758422,0.007241227124157762,benign,malignant
0,5,0,229,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,5,0,487,0.004071849763338148,0.9959281502366618,malignant,malignant
0,5,0,85,1.5583951471801012e-05,0.9999844160485282,malignant,malignant
0,5,0,222,0.7567988491701877,0.24320115082981228,benign,malignant
0,5,0,519,0.5467618575653111,0.45323814243468896,malignant,malignant
0,5,0,304,0.29755477542052716,0.702445224579473,malignant,malignant
0,5,0,253,0.558603828895292,0.44139617110470797,malignant,malignant
0,5,0,84,0.7191285027030982,0.28087149729690175,benign,malignant
0,5,0,255,0.5901528696312531,0.4098471303687468,malignant,malignant
0,5,0,184,0.47494142170622244,0.5250585782937777,malignant,malignant
0,5,0,326,0.01933489349035074,0.9806651065096493,malignant,malignant
0,6,0,552,0.7221028652053162,0.2778971347946839,benign,benign
0,6,0,141,0.9302673197713346,0.06973268022866554,benign,benign
0,6,0,143,0.8188121297232437,0.18118787027675623,benign,benign
0,6,0,429,0.9001864066232965,0.09981359337670362,benign,benign
0,6,0,587,0.8541218611712067,0.1458781388287934,benign,benign
0,6,0,621,0.5986919219535806,0.40130807804641955,malignant,benign
0,6,0,529,0.9254104401540866,0.07458955984591359,benign,benign
0,6,0,209,0.9002452735478086,0.09975472645219136,benign,benign
0,6,0,345,0.94134660133245,0.05865339866755001,benign,benign
0,6,0,136,0.8795864530623476,0.12041354693765226,benign,benign
0,6,0,599,0.9238000542270715,0.07619994577292857,benign,benign
0,6,0,368,0.9140007386833378,0.08599926131666208,benign,benign
0,6,0,202,0.903874223534162,0.09612577646583821,benign,benign
0,6,0,693,0.8682347849348504,0.13176521506514963,benign,benign
0,6,0,373,0.8730454019149532,0.12695459808504675,benign,benign
0,6,0,29,0.9140007386833378,0.08599926131666208,benign,benign
0,6,0,388,0.8621966395845818,0.13780336041541827,benign,benign
0,6,0,35,0.9001864066232965,0.09981359337670362,benign,benign
0,6,0,13,0.8549200739455539,0.145079926054446,benign,benign
0,6,0,560,0.8401220940415933,0.15987790595840654,benign,benign
0,6,0,120,0.8555112806125655,0.1444887193874345,benign,benign
0,6,0,194,0.8571539933069674,0.14284600669303266,benign,benign
0,6,0,613,0.8498475114883511,0.15015248851164903,benign,benign
0,6,0,554,0.9220628079206744,0.07793719207932563,benign,benign
0,6,0,378,0.7771281767610841,0.222871823238916,benign,benign
0,6,0,566,0.8322012293033013,0.1677987706966985,benign,benign
0,6,0,130,0.8500346059592578,0.14996539404074208,benign,benign
0,6,0,355,0.7958650843311368,0.2041349156688633,benign,benign
0,6,0,244,0.903874223534162,0.09612577646583821,benign,benign
0,6,0,507,0.8582572667680426,0.14174273323195738,benign,benign
0,6,0,422,0.6849836328105113,0.3150163671894886,benign,benign
0,6,0,572,0.8857981528600529,0.11420184713994717,benign,benign
0,6,0,125,0.9205758401007157,0.0794241598992844,benign,benign
0,6,0,199,0.8857981528600529,0.11420184713994717,benign,benign
0,6,0,265,0.7483126896757679,0.251687310324232,benign,benign
0,6,0,11,0.9001864066232965,0.09981359337670362,benign,benign
0,6,0,576,0.881831103835385,0.11816889616461512,benign,benign
0,6,0,243,0.8438305815860323,0.15616941841396803,benign,benign
0,6,0,474,0.9257326200164339,0.0742673799835662,benign,benign
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0,6,0,445,0.9302673197713346,0.06973268022866554,benign,benign
0,6,0,310,0.8606949391532829,0.1393050608467171,benign,benign
0,6,0,87,0.24075887381922714,0.7592411261807727,malignant,malignant
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0,6,0,299,0.7866635537843898,0.2133364462156102,benign,malignant
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0,6,0,56,0.8809607697974042,0.11903923020259578,benign,malignant
0,6,0,272,0.42866996771582244,0.5713300322841776,malignant,malignant
0,6,0,59,0.7095089602050754,0.29049103979492474,benign,malignant
0,6,0,186,0.7966430588684342,0.20335694113156563,benign,malignant
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0,6,0,122,1.5696137986832473e-06,0.9999984303862013,malignant,malignant
0,6,0,353,3.00000089999998e-14,0.9999999999999699,malignant,malignant
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0,6,0,5,1.5301943834738893e-10,0.9999999998469805,malignant,malignant
0,6,0,60,0.7180934887638359,0.28190651123616417,benign,malignant
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0,6,0,356,0.6222025291171389,0.3777974708828611,benign,malignant
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0,6,0,124,0.9999629460289219,3.705397107805311e-05,benign,malignant
0,6,0,696,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,6,0,152,0.06192014372842224,0.938079856271578,malignant,malignant
0,6,0,173,3.00000089999998e-14,0.9999999999999699,malignant,malignant
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0,6,0,636,3.9326766270268494e-07,0.9999996067323372,malignant,malignant
0,7,0,577,0.8943412367126896,0.10565876328731041,benign,benign
0,7,0,203,0.8358423784504828,0.1641576215495172,benign,benign
0,7,0,407,0.8943412367126896,0.10565876328731041,benign,benign
0,7,0,365,0.8718406724363646,0.1281593275636353,benign,benign
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0,7,0,352,0.6373360063322862,0.3626639936677138,benign,benign
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0,7,0,508,0.8928449633519907,0.10715503664800956,benign,benign
0,7,0,163,0.7088423423457617,0.29115765765423846,benign,benign
0,7,0,197,0.7782993768382322,0.221700623161768,benign,benign
0,7,0,69,0.8478421909303022,0.15215780906969764,benign,benign
0,7,0,666,0.8112346091894391,0.18876539081056082,benign,benign
0,7,0,392,0.8575329274830146,0.14246707251698534,benign,benign
0,7,0,383,0.8966383295515362,0.10336167044846366,benign,benign
0,7,0,563,0.8575329274830146,0.14246707251698534,benign,benign
0,7,0,377,0.934004448949238,0.06599555105076205,benign,benign
0,7,0,95,0.8777336566438002,0.12226634335619965,benign,benign
0,7,0,655,0.8575329274830146,0.14246707251698534,benign,benign
0,7,0,674,0.8943412367126896,0.10565876328731041,benign,benign
0,7,0,625,0.722181254980069,0.27781874501993087,benign,benign
0,7,0,80,0.8178107339072836,0.18218926609271627,benign,benign
0,7,0,315,0.6218238336642252,0.37817616633577483,malignant,benign
0,7,0,220,0.8570404005596373,0.14295959944036254,benign,benign
0,7,0,22,0.8575329274830146,0.14246707251698534,benign,benign
0,7,0,196,0.4266130010226329,0.5733869989773672,malignant,benign
0,7,0,7,0.8281081562946992,0.17189184370530058,benign,benign
0,7,0,410,0.8943412367126896,0.10565876328731041,benign,benign
0,7,0,0,0.8358423784504828,0.1641576215495172,benign,benign
0,7,0,486,0.9042596547835737,0.09574034521642595,benign,benign
0,7,0,170,0.886090353779837,0.11390964622016313,benign,benign
0,7,0,401,0.886090353779837,0.11390964622016313,benign,benign
0,7,0,375,0.9144012745630096,0.08559872543699026,benign,benign
0,7,0,47,0.8943412367126896,0.10565876328731041,benign,benign
0,7,0,505,0.8495554199494896,0.15044458005051034,benign,benign
0,7,0,652,0.8326206763560585,0.1673793236439416,benign,benign
0,7,0,417,0.8943412367126896,0.10565876328731041,benign,benign
0,7,0,650,0.7097914529265352,0.2902085470734647,benign,benign
0,7,0,480,0.9349898459848313,0.06501015401516878,benign,benign
0,7,0,70,0.8220604005269474,0.17793959947305252,benign,benign
0,7,0,477,0.8848695454348057,0.11513045456519423,benign,benign
0,7,0,675,0.843732335619652,0.15626766438034773,benign,benign
0,7,0,646,0.8843293575998141,0.11567064240018597,benign,benign
0,7,0,689,0.011423202864059862,0.98857679713594,malignant,benign
0,7,0,555,0.5282413723313041,0.4717586276686957,malignant,benign
0,7,0,238,0.18763343844729255,0.8123665615527076,malignant,malignant
0,7,0,167,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,7,0,239,0.2471557063513317,0.7528442936486682,malignant,malignant
0,7,0,210,4.413029576728356e-13,0.9999999999995587,malignant,malignant
0,7,0,568,0.32816627087392514,0.671833729126075,malignant,malignant
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0,7,0,571,1.825551647993352e-05,0.99998174448352,malignant,malignant
0,7,0,284,0.1125940435367895,0.8874059564632106,malignant,malignant
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0,7,0,479,1.689664008526947e-05,0.9999831033599147,malignant,malignant
0,7,0,361,0.5538811476375585,0.44611885236244164,malignant,malignant
0,7,0,489,0.6366682047816171,0.3633317952183829,benign,malignant
0,7,0,236,3.3166409530321245e-06,0.9999966833590469,malignant,malignant
0,7,0,455,0.6192612453591675,0.38073875464083246,malignant,malignant
0,7,0,523,0.08358931172977357,0.9164106882702263,malignant,malignant
0,7,0,149,0.1895966468197613,0.8104033531802386,malignant,malignant
0,7,0,546,7.314182641316357e-11,0.9999999999268583,malignant,malignant
0,7,0,15,0.6638103153229388,0.3361896846770612,benign,malignant
0,7,0,21,0.5861998130851638,0.4138001869148362,malignant,malignant
0,7,0,71,3.00000089999998e-14,0.9999999999999699,malignant,malignant
0,7,0,221,0.008408581261199824,0.9915914187388003,malignant,malignant
0,7,0,349,0.524915980678834,0.4750840193211658,malignant,malignant
0,7,0,483,0.013367151929532906,0.9866328480704671,malignant,malignant
0,7,0,466,0.007890730641696335,0.9921092693583037,malignant,malignant
0,8,0,81,0.8539307584572298,0.14606924154277037,benign,benign
0,8,0,518,0.8786891187171156,0.12131088128288453,benign,benign
0,8,0,685,0.941066987153549,0.05893301284645093,benign,benign
0,8,0,30,0.933565653318494,0.06643434668150601,benign,benign
0,8,0,662,0.873192201331064,0.1268077986689362,benign,benign
0,8,0,452,0.8786489090895245,0.12135109091047551,benign,benign
0,8,0,276,0.8843569471108989,0.1156430528891009,benign,benign
0,8,0,502,0.8539307584572298,0.14606924154277037,benign,benign
0,8,0,600,0.8843569471108989,0.1156430528891009,benign,benign
0,8,0,531,0.8279613694259244,0.17203863057407556,benign,benign
0,8,0,580,0.8631947039902985,0.13680529600970137,benign,benign
0,8,0,127,0.8545176914847208,0.14548230851527919,benign,benign
0,8,0,395,0.8843569471108989,0.1156430528891009,benign,benign
0,8,0,34,0.8622968628640404,0.13770313713595975,benign,benign
0,8,0,448,0.9689560653254276,0.03104393467457235,benign,benign
0,8,0,596,0.8576523007577621,0.14234769924223808,benign,benign
0,8,0,472,0.9701040468503337,0.029895953149666265,benign,benign
0,8,0,135,0.7153075296685933,0.2846924703314069,benign,benign
0,8,0,631,0.8824004854199975,0.11759951458000269,benign,benign
0,8,0,252,0.5058779426026535,0.4941220573973466,malignant,benign
0,8,0,78,0.7455288785661348,0.2544711214338652,benign,benign
0,8,0,682,0.813031812898206,0.1869681871017943,benign,benign
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0,8,0,644,0.928447635795502,0.07155236420449795,benign,benign
0,8,0,319,0.4354689914650415,0.5645310085349586,malignant,benign
0,8,0,673,0.8002723713338872,0.19972762866611302,benign,benign
0,8,0,83,0.822176284234691,0.177823715765309,benign,benign
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0,8,0,683,0.941066987153549,0.05893301284645093,benign,benign
0,8,0,490,0.941066987153549,0.05893301284645093,benign,benign
0,8,0,145,0.873192201331064,0.1268077986689362,benign,benign
0,8,0,133,0.8502588154804023,0.14974118451959745,benign,benign
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0,8,0,602,0.8783961283729298,0.12160387162707016,benign,benign
0,8,0,677,0.9222999526348825,0.07770004736511735,benign,benign
0,8,0,506,3.00000089999998e-14,0.9999999999999699,malignant,malignant
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0,8,0,425,3.00000089999998e-14,0.9999999999999699,malignant,malignant
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0,8,0,360,3.00000089999998e-14,0.9999999999999699,malignant,malignant
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0,9,0,37,0.8375534704344129,0.16244652956558736,benign,benign
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0,9,0,314,0.9691775219677633,0.03082247803223673,benign,benign
0,9,0,200,0.05440685196906668,0.9455931480309334,malignant,malignant
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0,9,0,586,1.0893950356934055e-09,0.999999998910605,malignant,malignant
0,9,0,588,0.19232072762022978,0.8076792723797702,malignant,malignant
0,9,0,515,0.004756081213293324,0.9952439187867067,malignant,malignant
0,9,0,592,0.22562834316516583,0.7743716568348341,malignant,malignant
0,9,0,226,0.31080768423094884,0.6891923157690513,malignant,malignant
0,9,0,604,0.41734084967372936,0.5826591503262706,malignant,malignant
0,9,0,105,0.02359368249844778,0.9764063175015522,malignant,malignant
0,9,0,264,3.578470014118721e-09,0.99999999642153,malignant,malignant
0,9,0,231,0.006941881661997334,0.9930581183380025,malignant,malignant
0,9,0,43,0.06894806414554738,0.9310519358544528,malignant,malignant
0,9,0,449,0.007600245909841307,0.9923997540901586,malignant,malignant
0,9,0,491,0.2620844107525422,0.7379155892474579,malignant,malignant
0,9,0,74,0.3383223836106337,0.6616776163893661,malignant,malignant
0,9,0,367,1.0811708411920573e-08,0.9999999891882916,malignant,malignant
0,9,0,467,0.0843877127049496,0.9156122872950504,malignant,malignant
0,9,0,62,0.5232197980498653,0.47678020195013465,malignant,malignant
0,9,0,58,0.34538152348682266,0.6546184765131773,malignant,malignant
0,9,0,333,0.34359376913029616,0.6564062308697038,malignant,malignant
0,9,0,126,0.3991955422791193,0.6008044577208806,malignant,malignant
0,9,0,549,0.5200168543621293,0.4799831456378707,malignant,malignant