% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Fri Mar 30 20:21:11 2018
% 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
0,0,0,665,0.9935937242140884,0.006406275785911233,benign,benign
0,0,0,447,0.9843934197537563,0.015606580246244063,benign,benign
0,0,0,593,0.9733190478130008,0.026680952186999698,benign,benign
0,0,0,8,0.9042311929557612,0.09576880704423847,benign,benign
0,0,0,148,0.6173029053354796,0.3826970946645206,benign,benign
0,0,0,180,0.9882363303202587,0.011763669679740789,benign,benign
0,0,0,415,0.5700680531533014,0.42993194684669916,benign,benign
0,0,0,500,0.9201059598358212,0.07989404016417923,benign,benign
0,0,0,131,0.9896710117361535,0.010328988263846142,benign,benign
0,0,0,156,0.9755111531460484,0.024488846853951578,benign,benign
0,0,0,545,0.9839938605965536,0.016006139403446806,benign,benign
0,0,0,595,0.9839938605965536,0.016006139403446806,benign,benign
0,0,0,259,0.23089292111876225,0.7691070788812376,malignant,benign
0,0,0,433,0.9416632162518591,0.05833678374814086,benign,benign
0,0,0,426,0.7479022438507578,0.25209775614924224,benign,benign
0,0,0,322,0.9891126880445482,0.010887311955451505,benign,benign
0,0,0,616,0.9931216667370699,0.006878333262929741,benign,benign
0,0,0,219,0.8595547195201519,0.1404452804798478,benign,benign
0,0,0,618,0.9904047730097947,0.009595226990205121,benign,benign
0,0,0,287,0.9422152051447451,0.05778479485525484,benign,benign
0,0,0,528,0.8624174153926005,0.13758258460739944,benign,benign
0,0,0,649,0.9931216667370699,0.006878333262929741,benign,benign
0,0,0,538,0.9904047730097947,0.009595226990205121,benign,benign
0,0,0,343,0.9935937242140884,0.006406275785911233,benign,benign
0,0,0,48,0.9423256493274338,0.05767435067256632,benign,benign
0,0,0,695,0.9934908117948968,0.006509188205102723,benign,benign
0,0,0,441,0.7271935886032711,0.27280641139672945,benign,benign
0,0,0,393,0.992031902811186,0.007968097188813748,benign,benign
0,0,0,275,0.9137472949480274,0.08625270505197205,benign,benign
0,0,0,464,0.9908754862962537,0.009124513703746189,benign,benign
0,0,0,290,0.9935937242140884,0.006406275785911233,benign,benign
0,0,0,687,0.8730502829925586,0.12694971700744148,benign,benign
0,0,0,542,0.8895869852716928,0.11041301472830822,benign,benign
0,0,0,376,0.9934530765847589,0.006546923415240823,benign,benign
0,0,0,462,0.9000089691972268,0.09999103080277376,benign,benign
0,0,0,97,0.9737420537212912,0.026257946278709116,benign,benign
0,0,0,94,0.9896710117361535,0.010328988263846142,benign,benign
0,0,0,77,0.8797605094584112,0.12023949054159006,benign,benign
0,0,0,27,0.9839938605965536,0.016006139403446806,benign,benign
0,0,0,256,0.9932623143663997,0.006737685633600152,benign,benign
0,0,0,277,0.9934530765847589,0.006546923415240823,benign,benign
0,0,0,138,0.9845857291226474,0.015414270877352561,benign,benign
0,0,0,562,0.9897226421040629,0.010277357895936702,benign,benign
0,0,0,242,0.9896710117361535,0.010328988263846142,benign,benign
0,0,0,64,0.9934530765847589,0.006546923415240823,benign,benign
0,0,0,624,0.972576855087794,0.027423144912206557,benign,benign
0,0,0,334,0.12419190922834936,0.875808090771651,malignant,malignant
0,0,0,414,0.07939898589807329,0.9206010141019266,malignant,malignant
0,0,0,54,0.07646058772381475,0.9235394122761856,malignant,malignant
0,0,0,339,0.15463637392427695,0.8453636260757231,malignant,malignant
0,0,0,357,0.012388566118618884,0.9876114338813814,malignant,malignant
0,0,0,123,0.2420283982666393,0.7579716017333611,malignant,malignant
0,0,0,292,0.26980140803599095,0.7301985919640085,malignant,malignant
0,0,0,50,0.43886428007710043,0.5611357199228997,malignant,malignant
0,0,0,160,0.023426480714518912,0.976573519285481,malignant,malignant
0,0,0,215,0.03573092078390899,0.9642690792160908,malignant,malignant
0,0,0,213,0.003421010017159925,0.9965789899828402,malignant,malignant
0,0,0,293,0.2560654440341186,0.7439345559658814,malignant,malignant
0,0,0,41,0.25913249869500427,0.740867501304996,malignant,malignant
0,0,0,488,0.35401255136826654,0.6459874486317337,malignant,malignant
0,0,0,668,0.24599697939908033,0.7540030206009204,malignant,malignant
0,0,0,530,0.10980411863178237,0.8901958813682171,malignant,malignant
0,0,0,46,0.12010135858255075,0.8798986414174491,malignant,malignant
0,0,0,223,0.08166230802373739,0.9183376919762624,malignant,malignant
0,0,0,227,0.07318547263382824,0.9268145273661719,malignant,malignant
0,0,0,680,0.0020849417223232345,0.9979150582776767,malignant,malignant
0,0,0,63,0.46747450256444706,0.5325254974355526,malignant,malignant
0,0,0,128,0.18008812722942105,0.8199118727705789,malignant,malignant
0,0,0,493,0.03761446054215858,0.9623855394578414,malignant,malignant
0,0,0,285,0.006065815962303068,0.9939341840376974,malignant,malignant
0,1,0,561,0.9782037790846771,0.02179622091532204,benign,benign
0,1,0,521,0.9308469370882572,0.06915306291174236,benign,benign
0,1,0,419,0.8185802064975636,0.18141979350243587,benign,benign
0,1,0,485,0.9256684710961752,0.07433152890382423,benign,benign
0,1,0,647,0.9484877546759389,0.05151224532406046,benign,benign
0,1,0,82,0.9581756646533426,0.041824335346656534,benign,benign
0,1,0,527,0.9858988735315489,0.01410112646845044,benign,benign
0,1,0,324,0.9900044318305096,0.009995568169489884,benign,benign
0,1,0,157,0.9899150074396152,0.010084992560384129,benign,benign
0,1,0,389,0.8969430723795092,0.10305692762049033,benign,benign
0,1,0,176,0.9899150074396152,0.010084992560384129,benign,benign
0,1,0,434,0.1324796828423147,0.8675203171576854,malignant,benign
0,1,0,556,0.9555420269857013,0.0444579730142982,benign,benign
0,1,0,495,0.9911442264368018,0.008855773563198091,benign,benign
0,1,0,172,0.9939656982326494,0.006034301767350207,benign,benign
0,1,0,181,0.9943462536749414,0.005653746325058107,benign,benign
0,1,0,313,0.9943462536749414,0.005653746325058107,benign,benign
0,1,0,2,0.9757225177053305,0.02427748229466871,benign,benign
0,1,0,185,0.9884338471774151,0.011566152822584554,benign,benign
0,1,0,198,0.9943462536749414,0.005653746325058107,benign,benign
0,1,0,503,0.9858988735315489,0.01410112646845044,benign,benign
0,1,0,88,0.9858988735315489,0.01410112646845044,benign,benign
0,1,0,61,0.9848007020755319,0.015199297924467394,benign,benign
0,1,0,430,0.899267626179385,0.10073237382061426,benign,benign
0,1,0,66,0.9858988735315489,0.01410112646845044,benign,benign
0,1,0,651,0.9368448001036629,0.06315519989633613,benign,benign
0,1,0,154,0.9943462536749414,0.005653746325058107,benign,benign
0,1,0,153,0.9638905745114047,0.03610942548859482,benign,benign
0,1,0,532,0.9885232715683095,0.01147672843169031,benign,benign
0,1,0,639,0.9395743568245671,0.06042564317543204,benign,benign
0,1,0,573,0.9939656982326494,0.006034301767350207,benign,benign
0,1,0,420,0.8764864708485376,0.12351352915146131,benign,benign
0,1,0,9,0.9803814847519575,0.019618515248041497,benign,benign
0,1,0,321,0.9523091371809741,0.0476908628190255,benign,benign
0,1,0,258,0.989391032327105,0.010608967672894482,benign,benign
0,1,0,4,0.9327867470332826,0.06721325296671654,benign,benign
0,1,0,19,0.924171099990989,0.07582890000901053,benign,benign
0,1,0,217,0.9900044318305096,0.009995568169489884,benign,benign
0,1,0,362,0.8606889312851518,0.1393110687148477,benign,benign
0,1,0,475,0.9939488657736243,0.006051134226375152,benign,benign
0,1,0,476,0.9868429799334649,0.01315702006653467,benign,benign
0,1,0,686,0.9943462536749414,0.005653746325058107,benign,benign
0,1,0,307,0.9900044318305096,0.009995568169489884,benign,benign
0,1,0,659,0.9943462536749414,0.005653746325058107,benign,benign
0,1,0,40,0.11279054618605393,0.8872094538139463,malignant,benign
0,1,0,409,0.9895994443450327,0.010400555654966956,benign,benign
0,1,0,305,0.10014515179103223,0.8998548482089687,malignant,malignant
0,1,0,267,0.33421147873324397,0.6657885212667572,malignant,malignant
0,1,0,565,0.02287636321767298,0.9771236367823272,malignant,malignant
0,1,0,340,0.3200002619517283,0.679999738048272,malignant,malignant
0,1,0,268,0.07409575576326873,0.9259042442367316,malignant,malignant
0,1,0,633,0.1307402844731516,0.8692597155268487,malignant,malignant
0,1,0,175,0.05125915028351701,0.9487408497164831,malignant,malignant
0,1,0,260,0.05452322506047809,0.9454767749395225,malignant,malignant
0,1,0,218,0.04196704198553505,0.9580329580144649,malignant,malignant
0,1,0,312,0.22046793044665444,0.7795320695533448,malignant,malignant
0,1,0,328,0.26155140134965604,0.7384485986503446,malignant,malignant
0,1,0,224,0.03739224675001533,0.962607753249985,malignant,malignant
0,1,0,112,0.23019144354358223,0.7698085564564182,malignant,malignant
0,1,0,302,0.0018761816592109196,0.998123818340789,malignant,malignant
0,1,0,55,0.13968263923685717,0.8603173607631431,malignant,malignant
0,1,0,151,0.22070424781161013,0.7792957521883905,malignant,malignant
0,1,0,166,0.1205920403171773,0.8794079596828225,malignant,malignant
0,1,0,20,0.21102676723996525,0.7889732327600344,malignant,malignant
0,1,0,205,0.018593863161240693,0.9814061368387589,malignant,malignant
0,1,0,103,0.502050410391194,0.4979495896088061,benign,malignant
0,1,0,289,0.046175835444960296,0.9538241645550394,malignant,malignant
0,1,0,582,0.048548730524089666,0.9514512694759109,malignant,malignant
0,1,0,457,0.07259689168143965,0.9274031083185603,malignant,malignant
0,1,0,594,0.17470919402718757,0.8252908059728135,malignant,malignant
0,2,0,269,0.9906858373418023,0.009314162658197143,benign,benign
0,2,0,168,0.9904198487093087,0.009580151290690762,benign,benign
0,2,0,559,0.9850066642682231,0.014993335731776386,benign,benign
0,2,0,195,0.9862331599604063,0.013766840039592998,benign,benign
0,2,0,79,0.944204664619187,0.05579533538081261,benign,benign
0,2,0,517,0.9916597547034018,0.008340245296597657,benign,benign
0,2,0,615,0.9485076233371452,0.05149237666285436,benign,benign
0,2,0,338,0.9916597547034018,0.008340245296597657,benign,benign
0,2,0,511,0.9850066642682231,0.014993335731776386,benign,benign
0,2,0,404,0.9363317314600196,0.06366826853998037,benign,benign
0,2,0,403,0.880255880821143,0.11974411917885647,benign,benign
0,2,0,547,0.9919031317225905,0.00809686827740902,benign,benign
0,2,0,540,0.9746203496115707,0.025379650388428727,benign,benign
0,2,0,516,0.9919939856603194,0.00800601433968008,benign,benign
0,2,0,623,0.9939569346049425,0.006043065395056918,benign,benign
0,2,0,451,0.9862037780446525,0.013796221955347139,benign,benign
0,2,0,606,0.9846208918100102,0.015379108189989284,benign,benign
0,2,0,439,0.9862037780446525,0.013796221955347139,benign,benign
0,2,0,350,0.9469993560887846,0.0530006439112157,benign,benign
0,2,0,257,0.9935095741298046,0.006490425870194887,benign,benign
0,2,0,578,0.9936240008961723,0.00637599910382703,benign,benign
0,2,0,614,0.991568900765673,0.008431099234326596,benign,benign
0,2,0,642,0.9935095741298046,0.006490425870194887,benign,benign
0,2,0,567,0.9658077823879974,0.03419221761200197,benign,benign
0,2,0,468,0.9911350562351562,0.008864943764843173,benign,benign
0,2,0,178,0.9862331599604063,0.013766840039592998,benign,benign
0,2,0,394,0.92688978925732,0.07311021074267977,benign,benign
0,2,0,92,0.9862331599604063,0.013766840039592998,benign,benign
0,2,0,137,0.9938425078385746,0.006157492161424775,benign,benign
0,2,0,240,0.7388005896698131,0.2611994103301874,benign,benign
0,2,0,424,0.9938425078385746,0.006157492161424775,benign,benign
0,2,0,526,0.9911350562351562,0.008864943764843173,benign,benign
0,2,0,463,0.9782697836712507,0.021730216328748945,benign,benign
0,2,0,688,0.9911350562351562,0.008864943764843173,benign,benign
0,2,0,461,0.8714676256558275,0.12853237434417236,benign,benign
0,2,0,139,0.9611390090007276,0.038860990999271976,benign,benign
0,2,0,678,0.9939569346049425,0.006043065395056918,benign,benign
0,2,0,622,0.788188529836031,0.21181147016396892,benign,benign
0,2,0,171,0.9906858373418023,0.009314162658197143,benign,benign
0,2,0,629,0.9911350562351562,0.008864943764843173,benign,benign
0,2,0,93,0.9936240008961723,0.00637599910382703,benign,benign
0,2,0,380,0.9939569346049425,0.006043065395056918,benign,benign
0,2,0,208,0.9890351192875597,0.010964880712439631,benign,benign
0,2,0,564,0.9730315713318132,0.02696842866818616,benign,benign
0,2,0,281,0.9825303578710295,0.017469642128969686,benign,benign
0,2,0,525,0.9879573029596297,0.012042697040369959,benign,benign
0,2,0,100,0.22146522966061968,0.7785347703393803,malignant,malignant
0,2,0,344,0.029814534931870064,0.9701854650681297,malignant,malignant
0,2,0,608,0.1094444501946194,0.8905555498053803,malignant,malignant
0,2,0,288,0.41625729037640224,0.5837427096235981,malignant,malignant
0,2,0,42,0.07629455526416498,0.9237054447358347,malignant,malignant
0,2,0,658,0.07147675767031335,0.9285232423296869,malignant,malignant
0,2,0,111,0.23370446580674317,0.7662955341932569,malignant,malignant
0,2,0,348,0.41219760844468434,0.5878023915553158,malignant,malignant
0,2,0,237,0.08464427852241123,0.9153557214775886,malignant,malignant
0,2,0,358,0.067822677560391,0.9321773224396093,malignant,malignant
0,2,0,391,0.027984755401730708,0.9720152445982693,malignant,malignant
0,2,0,435,0.13683011511386559,0.8631698848861348,malignant,malignant
0,2,0,191,0.021120453935340452,0.9788795460646594,malignant,malignant
0,2,0,336,0.17025758755518242,0.8297424124448175,malignant,malignant
0,2,0,51,0.4711299539709267,0.5288700460290734,malignant,malignant
0,2,0,14,0.019664016349651092,0.9803359836503492,malignant,malignant
0,2,0,174,0.09300109775667001,0.9069989022433301,malignant,malignant
0,2,0,421,0.0661128342228114,0.9338871657771886,malignant,malignant
0,2,0,262,0.025697984626608793,0.9743020153733911,malignant,malignant
0,2,0,99,0.015284042075208,0.9847159579247917,malignant,malignant
0,2,0,270,0.1764582057224116,0.8235417942775882,malignant,malignant
0,2,0,132,0.12201003285978057,0.8779899671402195,malignant,malignant
0,2,0,251,0.1313187524198802,0.8686812475801194,malignant,malignant
0,2,0,233,0.12040059994339206,0.8795994000566079,malignant,malignant
0,3,0,654,0.9891328646977028,0.010867135302297121,benign,benign
0,3,0,657,0.4325232844994227,0.5674767155005781,malignant,benign
0,3,0,645,0.9936761412651268,0.006323858734873226,benign,benign
0,3,0,248,0.8375488455945032,0.16245115440549623,benign,benign
0,3,0,296,0.2483531860629606,0.7516468139370394,malignant,benign
0,3,0,494,0.6394604297396054,0.36053957026039407,benign,benign
0,3,0,164,0.9392926644610402,0.060707335538959635,benign,benign
0,3,0,638,0.9915306205501767,0.008469379449822904,benign,benign
0,3,0,121,0.9522700925956459,0.04772990740435365,benign,benign
0,3,0,432,0.9705540942938453,0.02944590570615479,benign,benign
0,3,0,471,0.903824560748875,0.09617543925112583,benign,benign
0,3,0,249,0.9537554173199422,0.04624458268005813,benign,benign
0,3,0,387,0.6672282859034072,0.33277171409659323,benign,benign
0,3,0,399,0.9237247880869651,0.0762752119130351,benign,benign
0,3,0,351,0.9896464497171427,0.010353550282857032,benign,benign
0,3,0,469,0.9891160216497754,0.010883978350224567,benign,benign
0,3,0,481,0.7467105923354145,0.2532894076645847,benign,benign
0,3,0,327,0.9936389618215772,0.006361038178422959,benign,benign
0,3,0,235,0.8315358594057228,0.1684641405942778,benign,benign
0,3,0,634,0.9939843047970365,0.0060156952029634244,benign,benign
0,3,0,550,0.9936761412651268,0.006323858734873226,benign,benign
0,3,0,601,0.9914325441539473,0.008567455846052821,benign,benign
0,3,0,473,0.9915306205501767,0.008469379449822904,benign,benign
0,3,0,398,0.9655484579750205,0.034451542024979624,benign,benign
0,3,0,89,0.9210917300453402,0.0789082699546602,benign,benign
0,3,0,311,0.9939471253534867,0.006052874646513158,benign,benign
0,3,0,385,0.7036707018996159,0.2963292981003841,benign,benign
0,3,0,536,0.9755173357761111,0.02448266422388839,benign,benign
0,3,0,335,0.9939471253534867,0.006052874646513158,benign,benign
0,3,0,318,0.8975122950177948,0.102487704982205,benign,benign
0,3,0,144,0.993649833912349,0.006350166087651167,benign,benign
0,3,0,539,0.9342271838370553,0.06577281616294521,benign,benign
0,3,0,537,0.9653278630131701,0.03467213698682947,benign,benign
0,3,0,628,0.9939579974442586,0.006042002555741365,benign,benign
0,3,0,325,0.842862144348113,0.1571378556518866,benign,benign
0,3,0,91,0.9877451888527735,0.012254811147226482,benign,benign
0,3,0,161,0.9699256984776149,0.03007430152238482,benign,benign
0,3,0,291,0.989578434769228,0.010421565230771682,benign,benign
0,3,0,664,0.9623040203091294,0.03769597969087071,benign,benign
0,3,0,150,0.9877453434737186,0.012254656526281205,benign,benign
0,3,0,443,0.9873056580627709,0.012694341937228964,benign,benign
0,3,0,116,0.6107466113749556,0.3892533886250446,benign,benign
0,3,0,513,0.9914697235974971,0.00853027640250309,benign,benign
0,3,0,428,0.9936389618215772,0.006361038178422959,benign,benign
0,3,0,115,0.8729137851863218,0.12708621481367888,benign,benign
0,3,0,10,0.9877453434737186,0.012254656526281205,benign,benign
0,3,0,201,0.062416459093495594,0.9375835409065043,malignant,malignant
0,3,0,52,0.1371386333045044,0.862861366695496,malignant,malignant
0,3,0,386,0.223068866448452,0.7769311335515475,malignant,malignant
0,3,0,436,0.30392772302493376,0.6960722769750662,malignant,malignant
0,3,0,177,0.16816746742031183,0.8318325325796885,malignant,malignant
0,3,0,155,0.2808607367128787,0.7191392632871221,malignant,malignant
0,3,0,317,0.06602119083791327,0.9339788091620866,malignant,malignant
0,3,0,113,0.09418076631838536,0.905819233681614,malignant,malignant
0,3,0,611,0.15807716255959814,0.8419228374404027,malignant,malignant
0,3,0,300,0.08074945393790971,0.91925054606209,malignant,malignant
0,3,0,465,0.026460443756624444,0.9735395562433754,malignant,malignant
0,3,0,183,0.0486146919451136,0.9513853080548864,malignant,malignant
0,3,0,626,0.11033824562291344,0.889661754377087,malignant,malignant
0,3,0,610,0.14503795992418886,0.854962040075811,malignant,malignant
0,3,0,323,0.26267732638900537,0.7373226736109947,malignant,malignant
0,3,0,36,0.10303874064599723,0.8969612593540032,malignant,malignant
0,3,0,612,0.001589904686699838,0.9984100953132999,malignant,malignant
0,3,0,279,0.13366992735328412,0.866330072646717,malignant,malignant
0,3,0,591,0.09059302046494858,0.9094069795350515,malignant,malignant
0,3,0,261,0.03402108003643078,0.9659789199635692,malignant,malignant
0,3,0,254,0.15405899022113256,0.8459410097788681,malignant,malignant
0,3,0,159,0.013155016454952968,0.9868449835450469,malignant,malignant
0,3,0,206,0.1358627968455926,0.8641372031544083,malignant,malignant
0,3,0,286,0.009663266241958787,0.9903367337580411,malignant,malignant
0,4,0,641,0.9930869910245964,0.006913008975403257,benign,benign
0,4,0,585,0.994004748749684,0.005995251250315527,benign,benign
0,4,0,635,0.8850160093321529,0.1149839906678465,benign,benign
0,4,0,298,0.7488353015955117,0.25116469840448863,benign,benign
0,4,0,341,0.9898569648541212,0.010143035145878209,benign,benign
0,4,0,228,0.9883826714004471,0.011617328599552198,benign,benign
0,4,0,437,0.9912480378840144,0.008751962115985177,benign,benign
0,4,0,17,0.9848589858632555,0.015141014136743744,benign,benign
0,4,0,598,0.9930869910245964,0.006913008975403257,benign,benign
0,4,0,147,0.9265590476869232,0.07344095231307649,benign,benign
0,4,0,423,0.9219406173983933,0.07805938260160603,benign,benign
0,4,0,225,0.9936575541749155,0.0063424458250839096,benign,benign
0,4,0,271,0.9764533855924291,0.023546614407570162,benign,benign
0,4,0,583,0.9934341855993647,0.006565814400634875,benign,benign
0,4,0,337,0.9898569648541212,0.010143035145878209,benign,benign
0,4,0,656,0.9853335449242258,0.014666455075773787,benign,benign
0,4,0,119,0.9597943553067545,0.040205644693245134,benign,benign
0,4,0,579,0.9898569648541212,0.010143035145878209,benign,benign
0,4,0,459,0.9231773119728369,0.0768226880271628,benign,benign
0,4,0,363,0.6647056391948374,0.33529436080516173,benign,benign
0,4,0,6,0.82228989275242,0.17771010724757974,benign,benign
0,4,0,76,0.8844302468304442,0.11556975316955485,benign,benign
0,4,0,26,0.9781584887521182,0.021841511247881622,benign,benign
0,4,0,72,0.6428472716066077,0.35715272839339246,benign,benign
0,4,0,694,0.9257760841262276,0.0742239158737721,benign,benign
0,4,0,544,0.9144217755001425,0.085578224499857,benign,benign
0,4,0,346,0.7695928673403387,0.2304071326596609,benign,benign
0,4,0,396,0.9887198419890068,0.011280158010992566,benign,benign
0,4,0,690,0.955022428768663,0.044977571231336486,benign,benign
0,4,0,182,0.9378845082934459,0.0621154917065537,benign,benign
0,4,0,438,0.8759829502557308,0.1240170497442689,benign,benign
0,4,0,278,0.9898569648541212,0.010143035145878209,benign,benign
0,4,0,384,0.9937082580870125,0.006291741912987118,benign,benign
0,4,0,405,0.9936575541749155,0.0063424458250839096,benign,benign
0,4,0,301,0.9898569648541212,0.010143035145878209,benign,benign
0,4,0,450,0.9469131779807878,0.05308682201921177,benign,benign
0,4,0,660,0.9936575541749155,0.0063424458250839096,benign,benign
0,4,0,667,0.9887198419890068,0.011280158010992566,benign,benign
0,4,0,402,0.8145928563998727,0.18540714360012703,benign,benign
0,4,0,484,0.9761576782751556,0.023842321724844,benign,benign
0,4,0,204,0.9898569648541212,0.010143035145878209,benign,benign
0,4,0,557,0.9443549938382967,0.05564500616170301,benign,benign
0,4,0,370,0.8232328379342622,0.17676716206573742,benign,benign
0,4,0,234,0.6953679350265111,0.3046320649734885,benign,benign
0,4,0,207,0.9883826714004471,0.011617328599552198,benign,benign
0,4,0,671,0.9626506730090237,0.03734932699097605,benign,benign
0,4,0,295,0.06257661178573014,0.9374233882142701,malignant,malignant
0,4,0,57,0.3384744963540964,0.6615255036459036,malignant,malignant
0,4,0,38,0.2211815566386582,0.7788184433613415,malignant,malignant
0,4,0,273,0.4174032551490756,0.5825967448509243,malignant,malignant
0,4,0,308,0.08817243378536156,0.9118275662146382,malignant,malignant
0,4,0,23,0.32459545506303145,0.6754045449369691,malignant,malignant
0,4,0,67,0.25952477933780904,0.7404752206621914,malignant,malignant
0,4,0,247,0.3160174471045185,0.6839825528954814,malignant,malignant
0,4,0,698,0.13460575155733762,0.8653942484426623,malignant,malignant
0,4,0,68,0.07309383676165068,0.9269061632383503,malignant,malignant
0,4,0,282,0.17666567552083418,0.8233343244791659,malignant,malignant
0,4,0,381,0.061408194376655914,0.9385918056233437,malignant,malignant
0,4,0,187,0.013414671244709093,0.9865853287552908,malignant,malignant
0,4,0,246,0.014782656096575739,0.9852173439034246,malignant,malignant
0,4,0,648,0.10435623291130747,0.8956437670886924,malignant,malignant
0,4,0,18,0.06798934787245473,0.9320106521275449,malignant,malignant
0,4,0,188,0.09419673472298823,0.9058032652770112,malignant,malignant
0,4,0,49,0.14021389403639145,0.8597861059636087,malignant,malignant
0,4,0,669,0.08513538054772742,0.9148646194522726,malignant,malignant
0,4,0,605,0.03248160171792753,0.967518398282073,malignant,malignant
0,4,0,366,0.01469015651233513,0.9853098434876649,malignant,malignant
0,4,0,32,0.05083338030661773,0.9491666196933829,malignant,malignant
0,4,0,98,0.1269042827146912,0.8730957172853091,malignant,malignant
0,4,0,569,0.04939736090089074,0.9506026390991097,malignant,malignant
0,5,0,535,0.9118916157453498,0.08810838425465076,benign,benign
0,5,0,575,0.9662060604704387,0.03379393952956178,benign,benign
0,5,0,512,0.9883308523520884,0.011669147647911972,benign,benign
0,5,0,442,0.9442717682657044,0.055728231734296016,benign,benign
0,5,0,165,0.9592559045063254,0.04074409549367472,benign,benign
0,5,0,75,0.82981673833918,0.17018326166081982,benign,benign
0,5,0,379,0.6320387904430331,0.3679612095569667,benign,benign
0,5,0,534,0.9945144655405254,0.00548553445947488,benign,benign
0,5,0,158,0.8861959795711886,0.11380402042881128,benign,benign
0,5,0,431,0.8305083300016529,0.16949166999834697,benign,benign
0,5,0,118,0.8817468431621569,0.1182531568378433,benign,benign
0,5,0,524,0.9943444431665074,0.005655556833492893,benign,benign
0,5,0,169,0.9881921983474204,0.01180780165257995,benign,benign
0,5,0,501,0.9943432753109428,0.005656724689057566,benign,benign
0,5,0,245,0.9498521760143859,0.05014782398561452,benign,benign
0,5,0,16,0.9943432753109428,0.005656724689057566,benign,benign
0,5,0,478,0.9676856973034055,0.032314302696595104,benign,benign
0,5,0,498,0.9943432753109428,0.005656724689057566,benign,benign
0,5,0,90,0.989424251089478,0.010575748910522677,benign,benign
0,5,0,390,0.9871495518630108,0.012850448136989663,benign,benign
0,5,0,672,0.9892093005434052,0.010790699456595295,benign,benign
0,5,0,372,0.9866549870027584,0.013345012997241723,benign,benign
0,5,0,520,0.9295534059492268,0.07044659405077348,benign,benign
0,5,0,31,0.9892093005434052,0.010790699456595295,benign,benign
0,5,0,371,0.9542562645108069,0.045743735489193665,benign,benign
0,5,0,454,0.8495251423398525,0.15047485766014757,benign,benign
0,5,0,499,0.9943432753109428,0.005656724689057566,benign,benign
0,5,0,684,0.9947947755129865,0.0052052244870139045,benign,benign
0,5,0,676,0.9877242047014907,0.012275795298509497,benign,benign
0,5,0,382,0.9374608605018181,0.06253913949818206,benign,benign
0,5,0,354,0.9948063391635212,0.005193660836479185,benign,benign
0,5,0,627,0.8922641261103433,0.10773587388965636,benign,benign
0,5,0,643,0.9947947755129865,0.0052052244870139045,benign,benign
0,5,0,533,0.9943444431665074,0.005655556833492893,benign,benign
0,5,0,589,0.9883308523520884,0.011669147647911972,benign,benign
0,5,0,274,0.9714718507517278,0.028528149248272183,benign,benign
0,5,0,331,0.887158638754772,0.11284136124522845,benign,benign
0,5,0,96,0.987691435116619,0.012308564883381366,benign,benign
0,5,0,241,0.9570205622144182,0.0429794377855822,benign,benign
0,5,0,303,0.989424251089478,0.010575748910522677,benign,benign
0,5,0,232,0.23682057635622605,0.7631794236437739,malignant,benign
0,5,0,418,0.807745970297604,0.1922540297023964,benign,benign
0,5,0,411,0.9659646051687131,0.03403539483128699,benign,benign
0,5,0,250,0.9708461448366827,0.029153855163317838,benign,benign
0,5,0,140,0.9943328795159726,0.005667120484027612,benign,benign
0,5,0,632,0.9947947755129865,0.0052052244870139045,benign,benign
0,5,0,359,0.16934138872451843,0.8306586112754817,malignant,malignant
0,5,0,106,0.17874026911187546,0.8212597308881247,malignant,malignant
0,5,0,456,0.024464748338780117,0.9755352516612198,malignant,malignant
0,5,0,44,0.09764992132343356,0.9023500786765666,malignant,malignant
0,5,0,329,0.09246887659839469,0.9075311234016051,malignant,malignant
0,5,0,53,0.07387468490855716,0.9261253150914429,malignant,malignant
0,5,0,86,0.25127498140638493,0.7487250185936151,malignant,malignant
0,5,0,73,0.07344183950710023,0.9265581604928995,malignant,malignant
0,5,0,400,0.053995522946113185,0.9460044770538864,malignant,malignant
0,5,0,681,0.040761291359802485,0.9592387086401973,malignant,malignant
0,5,0,697,0.18334604461096127,0.8166539553890387,malignant,malignant
0,5,0,453,0.0866240176470526,0.9133759823529474,malignant,malignant
0,5,0,440,0.14621789808819155,0.8537821019118084,malignant,malignant
0,5,0,229,0.01632308851655472,0.9836769114834454,malignant,malignant
0,5,0,487,0.047663166573940534,0.9523368334260593,malignant,malignant
0,5,0,85,0.16185016388606374,0.8381498361139363,malignant,malignant
0,5,0,222,0.8651855211266489,0.13481447887335074,benign,malignant
0,5,0,519,0.17853967160124692,0.8214603283987535,malignant,malignant
0,5,0,304,0.1878800554180941,0.812119944581906,malignant,malignant
0,5,0,253,0.07309851580929362,0.9269014841907064,malignant,malignant
0,5,0,84,0.04653095123786472,0.9534690487621353,malignant,malignant
0,5,0,255,0.23424566204318853,0.7657543379568117,malignant,malignant
0,5,0,184,0.07733242612735121,0.9226675738726487,malignant,malignant
0,5,0,326,0.49588604879280623,0.5041139512071938,malignant,malignant
0,6,0,552,0.8340613270920916,0.16593867290790956,benign,benign
0,6,0,141,0.9926926386019713,0.0073073613980286795,benign,benign
0,6,0,143,0.8521956780197871,0.1478043219802131,benign,benign
0,6,0,429,0.9922023769065785,0.007797623093421398,benign,benign
0,6,0,587,0.9692393804197421,0.03076061958025801,benign,benign
0,6,0,621,0.5165013457881316,0.48349865421186855,benign,benign
0,6,0,529,0.9872332745786779,0.012766725421322156,benign,benign
0,6,0,209,0.9775613213129711,0.02243867868702883,benign,benign
0,6,0,345,0.9930195391892943,0.006980460810705783,benign,benign
0,6,0,136,0.9897746663910865,0.010225333608913291,benign,benign
0,6,0,599,0.851974403060659,0.1480255969393404,benign,benign
0,6,0,368,0.9512195806407558,0.04878041935924367,benign,benign
0,6,0,202,0.9887081052756524,0.011291894724347452,benign,benign
0,6,0,693,0.9076140475067541,0.09238595249324558,benign,benign
0,6,0,373,0.9784976114485261,0.021502388551473614,benign,benign
0,6,0,29,0.9512195806407558,0.04878041935924367,benign,benign
0,6,0,388,0.975385918655081,0.02461408134491946,benign,benign
0,6,0,35,0.9922023769065785,0.007797623093421398,benign,benign
0,6,0,13,0.9680171970906887,0.03198280290931118,benign,benign
0,6,0,560,0.979357298277267,0.020642701722732783,benign,benign
0,6,0,120,0.9751257962463146,0.024874203753685587,benign,benign
0,6,0,194,0.9882889474997251,0.011711052500274703,benign,benign
0,6,0,613,0.9082262811224949,0.09177371887750521,benign,benign
0,6,0,554,0.9924615945297524,0.007538405470247505,benign,benign
0,6,0,378,0.816445937879817,0.18355406212018374,benign,benign
0,6,0,566,0.9810911977194132,0.01890880228058681,benign,benign
0,6,0,130,0.9420624971610938,0.05793750283890563,benign,benign
0,6,0,355,0.9194128929562698,0.08058710704373018,benign,benign
0,6,0,244,0.9887081052756524,0.011291894724347452,benign,benign
0,6,0,507,0.857809044769996,0.14219095523000422,benign,benign
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0,6,0,199,0.9919713328343597,0.008028667165640225,benign,benign
0,6,0,265,0.8411982902355789,0.15880170976442098,benign,benign
0,6,0,11,0.9922023769065785,0.007797623093421398,benign,benign
0,6,0,576,0.9858523052004549,0.014147694799544853,benign,benign
0,6,0,243,0.7278436682936827,0.272156331706318,benign,benign
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0,6,0,310,0.9358486665864238,0.06415133341357615,benign,benign
0,6,0,87,0.062429565893413246,0.9375704341065864,malignant,malignant
0,6,0,25,0.5237063567618552,0.4762936432381447,benign,malignant
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0,6,0,12,0.5736464320893977,0.4263535679106025,benign,malignant
0,6,0,356,0.5412973388626967,0.45870266113730324,benign,malignant
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0,7,0,577,0.9924191572929436,0.007580842707057011,benign,benign
0,7,0,203,0.9790376098959775,0.02096239010402337,benign,benign
0,7,0,407,0.9924191572929436,0.007580842707057011,benign,benign
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0,7,0,470,0.9894776404791921,0.010522359520808572,benign,benign
0,7,0,352,0.2860531778713364,0.7139468221286637,malignant,benign
0,7,0,620,0.9920337111122016,0.007966288887798894,benign,benign
0,7,0,496,0.9910113451781505,0.008988654821849872,benign,benign
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0,7,0,666,0.8820925853721323,0.11790741462786769,benign,benign
0,7,0,392,0.9920337111122016,0.007966288887798894,benign,benign
0,7,0,383,0.9928939887142897,0.007106011285710559,benign,benign
0,7,0,563,0.9920337111122016,0.007966288887798894,benign,benign
0,7,0,377,0.9898630866599339,0.010136913340066687,benign,benign
0,7,0,95,0.9894488829876541,0.0105511170123466,benign,benign
0,7,0,655,0.9920337111122016,0.007966288887798894,benign,benign
0,7,0,674,0.9924191572929436,0.007580842707057011,benign,benign
0,7,0,625,0.7581710498577864,0.2418289501422138,benign,benign
0,7,0,80,0.8439134044732296,0.1560865955267703,benign,benign
0,7,0,315,0.17199409874020824,0.8280059012597927,malignant,benign
0,7,0,220,0.9815468303645092,0.01845316963549116,benign,benign
0,7,0,22,0.9920337111122016,0.007966288887798894,benign,benign
0,7,0,196,0.05379325342426636,0.9462067465757342,malignant,benign
0,7,0,7,0.9868477985201481,0.013152201479852209,benign,benign
0,7,0,410,0.9924191572929436,0.007580842707057011,benign,benign
0,7,0,0,0.9790376098959775,0.02096239010402337,benign,benign
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0,7,0,375,0.9932452090021635,0.006754790997836839,benign,benign
0,7,0,47,0.9924191572929436,0.007580842707057011,benign,benign
0,7,0,505,0.8974580536740713,0.10254194632592906,benign,benign
0,7,0,652,0.9689102703874937,0.031089729612507028,benign,benign
0,7,0,417,0.9924191572929436,0.007580842707057011,benign,benign
0,7,0,650,0.8144567201932535,0.18554327980674643,benign,benign
0,7,0,480,0.9861585602838829,0.013841439716117431,benign,benign
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0,7,0,477,0.9915059315837753,0.008494068416225036,benign,benign
0,7,0,675,0.8693766826079213,0.13062331739207855,benign,benign
0,7,0,646,0.9837640072240273,0.016235992775972787,benign,benign
0,7,0,689,0.9029372010573807,0.09706279894261967,benign,benign
0,7,0,555,0.62658726248371,0.37341273751628934,benign,benign
0,7,0,238,0.05409793677557989,0.9459020632244202,malignant,malignant
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0,7,0,489,0.5740210818030459,0.4259789181969541,benign,malignant
0,7,0,236,0.03356872624809292,0.9664312737519073,malignant,malignant
0,7,0,455,0.6622196091473762,0.3377803908526231,benign,malignant
0,7,0,523,0.03588583722684442,0.9641141627731561,malignant,malignant
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0,7,0,466,0.04189547477358748,0.9581045252264123,malignant,malignant
0,8,0,81,0.9839897253548686,0.016010274645131727,benign,benign
0,8,0,518,0.9856761166046163,0.014323883395384275,benign,benign
0,8,0,685,0.9942270777994135,0.005772922200586928,benign,benign
0,8,0,30,0.9909862199351903,0.009013780064810137,benign,benign
0,8,0,662,0.9558282466933713,0.044171753306629306,benign,benign
0,8,0,452,0.9591581890777329,0.04084181092226694,benign,benign
0,8,0,276,0.9931972257766468,0.00680277422335363,benign,benign
0,8,0,502,0.9839897253548686,0.016010274645131727,benign,benign
0,8,0,600,0.9931972257766468,0.00680277422335363,benign,benign
0,8,0,531,0.9743535137933304,0.025646486206670486,benign,benign
0,8,0,580,0.9782851577062017,0.021714842293799407,benign,benign
0,8,0,127,0.9906576727920942,0.009342327207906408,benign,benign
0,8,0,395,0.9931972257766468,0.00680277422335363,benign,benign
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0,8,0,252,0.25367882195456626,0.7463211780454332,malignant,benign
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0,9,0,102,0.9764421714223067,0.023557828577693198,benign,benign
0,9,0,314,0.9902297020690483,0.009770297930951797,benign,benign
0,9,0,200,0.01645745821537411,0.9835425417846261,malignant,malignant
0,9,0,570,0.1164941044960712,0.8835058955039296,malignant,malignant
0,9,0,514,0.04823724031321997,0.9517627596867806,malignant,malignant
0,9,0,142,0.08891792732930515,0.9110820726706947,malignant,malignant
0,9,0,586,0.009921677394982772,0.9900783226050174,malignant,malignant
0,9,0,588,0.1751088967485949,0.8248911032514048,malignant,malignant
0,9,0,515,0.08776577082575758,0.9122342291742436,malignant,malignant
0,9,0,592,0.21599337888048573,0.7840066211195142,malignant,malignant
0,9,0,226,0.021534538332911062,0.9784654616670893,malignant,malignant
0,9,0,604,0.35098357589698476,0.6490164241030155,malignant,malignant
0,9,0,105,0.37293116290633976,0.6270688370936599,malignant,malignant
0,9,0,264,0.10579942680238252,0.8942005731976179,malignant,malignant
0,9,0,231,0.061041160464391564,0.9389588395356087,malignant,malignant
0,9,0,43,0.40820015616687083,0.5917998438331294,malignant,malignant
0,9,0,449,0.030600978270848313,0.969399021729152,malignant,malignant
0,9,0,491,0.15193450389294172,0.8480654961070588,malignant,malignant
0,9,0,74,0.26871360454652565,0.731286395453475,malignant,malignant
0,9,0,367,0.018509874160731268,0.9814901258392691,malignant,malignant
0,9,0,467,0.06176579239591257,0.9382342076040879,malignant,malignant
0,9,0,62,0.14222805859010618,0.8577719414098943,malignant,malignant
0,9,0,58,0.4920396519864201,0.5079603480135799,malignant,malignant
0,9,0,333,0.14953924652104975,0.8504607534789507,malignant,malignant
0,9,0,126,0.06906530393536334,0.9309346960646369,malignant,malignant
0,9,0,549,0.11077340612027488,0.8892265938797255,malignant,malignant