% Python_3.7.1.
% Sklearn_0.21.2.
% NumPy_1.16.4.
% SciPy_1.2.1.
% Thu Sep 26 13:32:19 2019
% 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
0,0,0,665,0.6154150217137916,0.3845849782862083,malignant,benign
0,0,0,447,0.7142014572488287,0.2857985427511713,benign,benign
0,0,0,593,0.753099383510686,0.24690061648931388,benign,benign
0,0,0,8,0.38416126940804773,0.6158387305919523,malignant,benign
0,0,0,148,0.6612484885557737,0.3387515114442263,malignant,benign
0,0,0,180,0.6550669136794389,0.34493308632056113,malignant,benign
0,0,0,415,0.9183596862155442,0.08164031378445562,benign,benign
0,0,0,500,0.8074030216681771,0.19259697833182288,benign,benign
0,0,0,131,0.7446273044563838,0.25537269554361613,benign,benign
0,0,0,156,0.7470015197709207,0.2529984802290795,benign,benign
0,0,0,545,0.7728906748115225,0.22710932518847743,benign,benign
0,0,0,595,0.7728906748115225,0.22710932518847743,benign,benign
0,0,0,259,0.8752271754303652,0.12477282456963457,benign,benign
0,0,0,433,0.8000723503507119,0.19992764964928836,benign,benign
0,0,0,426,0.832647720468559,0.16735227953144086,benign,benign
0,0,0,322,0.7798172944539811,0.22018270554601868,benign,benign
0,0,0,616,0.7488851695429287,0.2511148304570713,benign,benign
0,0,0,219,0.8570003457770156,0.1429996542229845,benign,benign
0,0,0,618,0.7673217303659928,0.23267826963400734,benign,benign
0,0,0,287,0.767441845038639,0.23255815496136112,benign,benign
0,0,0,528,0.8050833397084612,0.19491666029153876,benign,benign
0,0,0,649,0.7488851695429287,0.2511148304570713,benign,benign
0,0,0,538,0.7673217303659928,0.23267826963400734,benign,benign
0,0,0,343,0.6154150217137916,0.3845849782862083,malignant,benign
0,0,0,48,0.8348397255535009,0.16516027444649897,benign,benign
0,0,0,695,0.6625110498030586,0.3374889501969414,malignant,benign
0,0,0,441,0.891128700902012,0.108871299097988,benign,benign
0,0,0,393,0.5856522309309787,0.4143477690690214,malignant,benign
0,0,0,275,0.8069150833614833,0.19308491663851654,benign,benign
0,0,0,464,0.7128306480464983,0.2871693519535018,benign,benign
0,0,0,290,0.6154150217137916,0.3845849782862083,malignant,benign
0,0,0,687,0.7983440226333344,0.20165597736666588,benign,benign
0,0,0,542,0.7993047015814314,0.20069529841856854,benign,benign
0,0,0,376,0.6616200549749817,0.33837994502501834,malignant,benign
0,0,0,462,0.7609847256554876,0.23901527434451245,benign,benign
0,0,0,97,0.8094026746769509,0.19059732532304888,benign,benign
0,0,0,94,0.7446273044563838,0.25537269554361613,benign,benign
0,0,0,77,0.8624192344353694,0.1375807655646306,benign,benign
0,0,0,27,0.7728906748115225,0.22710932518847743,benign,benign
0,0,0,256,0.6970623512433598,0.3029376487566402,benign,benign
0,0,0,277,0.6616200549749817,0.33837994502501834,malignant,benign
0,0,0,138,0.8006519362027831,0.19934806379721698,benign,benign
0,0,0,562,0.6913844079272302,0.30861559207277,benign,benign
0,0,0,242,0.7446273044563838,0.25537269554361613,benign,benign
0,0,0,64,0.6616200549749817,0.33837994502501834,malignant,benign
0,0,0,624,0.7671902263820958,0.23280977361790428,benign,benign
0,0,0,334,0.7928031427659662,0.20719685723403375,benign,malignant
0,0,0,414,0.7193458714113175,0.28065412858868266,benign,malignant
0,0,0,54,0.8964743495582305,0.10352565044176981,benign,malignant
0,0,0,339,0.804232333400874,0.19576766659912603,benign,malignant
0,0,0,357,0.1715683621208805,0.8284316378791198,malignant,malignant
0,0,0,123,0.7922774127247063,0.2077225872752936,benign,malignant
0,0,0,292,0.22528111826411404,0.7747188817358861,malignant,malignant
0,0,0,50,0.7701924450202603,0.2298075549797398,benign,malignant
0,0,0,160,0.707311527782388,0.2926884722176119,benign,malignant
0,0,0,215,0.7577067671498251,0.24229323285017473,benign,malignant
0,0,0,213,0.06619584587028793,0.9338041541297121,malignant,malignant
0,0,0,293,0.6296400894780508,0.3703599105219491,malignant,malignant
0,0,0,41,0.9402295426937528,0.05977045730624714,benign,malignant
0,0,0,488,0.7171244566419652,0.28287554335803505,benign,malignant
0,0,0,668,0.4646918289673519,0.535308171032648,malignant,malignant
0,0,0,530,0.5866715750400922,0.413328424959908,malignant,malignant
0,0,0,46,0.6023473956534642,0.3976526043465357,malignant,malignant
0,0,0,223,0.9185906137502269,0.08140938624977288,benign,malignant
0,0,0,227,0.7463516066818692,0.25364839331813077,benign,malignant
0,0,0,680,0.024464474805770655,0.9755355251942297,malignant,malignant
0,0,0,63,0.8228652479224188,0.1771347520775812,benign,malignant
0,0,0,128,0.778955436374038,0.22104456362596211,benign,malignant
0,0,0,493,0.08749473397731461,0.9125052660226854,malignant,malignant
0,0,0,285,0.07097107305667419,0.9290289269433258,malignant,malignant
0,1,0,561,0.8059946976231517,0.19400530237684843,benign,benign
0,1,0,521,0.7398558513811069,0.2601441486188931,benign,benign
0,1,0,419,0.7390454530412576,0.2609545469587423,benign,benign
0,1,0,485,0.7320820258543497,0.26791797414565044,benign,benign
0,1,0,647,0.6209745797222699,0.37902542027773023,malignant,benign
0,1,0,82,0.8443552994708192,0.15564470052918083,benign,benign
0,1,0,527,0.7975510843608812,0.20244891563911888,benign,benign
0,1,0,324,0.6974106507677384,0.3025893492322612,benign,benign
0,1,0,157,0.7458237952885345,0.2541762047114657,benign,benign
0,1,0,389,0.8701733255272344,0.12982667447276558,benign,benign
0,1,0,176,0.7458237952885345,0.2541762047114657,benign,benign
0,1,0,434,0.7834204581588817,0.2165795418411184,benign,benign
0,1,0,556,0.8369192283509398,0.16308077164906026,benign,benign
0,1,0,495,0.71280588763509,0.28719411236490994,benign,benign
0,1,0,172,0.6685339204683457,0.3314660795316544,malignant,benign
0,1,0,181,0.6249353904777647,0.37506460952223525,malignant,benign
0,1,0,313,0.6249353904777647,0.37506460952223525,malignant,benign
0,1,0,2,0.827135382646087,0.17286461735391276,benign,benign
0,1,0,185,0.711141081402636,0.28885891859736396,benign,benign
0,1,0,198,0.6249353904777647,0.37506460952223525,malignant,benign
0,1,0,503,0.7975510843608812,0.20244891563911888,benign,benign
0,1,0,88,0.7975510843608812,0.20244891563911888,benign,benign
0,1,0,61,0.7454920608275106,0.2545079391724894,benign,benign
0,1,0,430,0.7954160395873897,0.20458396041261026,benign,benign
0,1,0,66,0.7975510843608812,0.20244891563911888,benign,benign
0,1,0,651,0.7193700165245617,0.280629983475438,benign,benign
0,1,0,154,0.6249353904777647,0.37506460952223525,malignant,benign
0,1,0,153,0.8098900472376279,0.19010995276237191,benign,benign
0,1,0,532,0.6619384852809432,0.3380615147190567,malignant,benign
0,1,0,639,0.7714566647030234,0.22854333529697654,benign,benign
0,1,0,573,0.6685339204683457,0.3314660795316544,malignant,benign
0,1,0,420,0.9125564705763278,0.08744352942367202,benign,benign
0,1,0,9,0.811598283135976,0.18840171686402388,benign,benign
0,1,0,321,0.7781897915341747,0.22181020846582544,benign,benign
0,1,0,258,0.7781897915341747,0.22181020846582544,benign,benign
0,1,0,4,0.8309353703531149,0.16906462964688532,benign,benign
0,1,0,19,0.804482358738634,0.1955176412613657,benign,benign
0,1,0,217,0.6974106507677384,0.3025893492322612,benign,benign
0,1,0,362,0.895364938911553,0.10463506108844692,benign,benign
0,1,0,475,0.7017223848123814,0.2982776151876187,benign,benign
0,1,0,476,0.7576560175568696,0.2423439824431301,benign,benign
0,1,0,686,0.6249353904777647,0.37506460952223525,malignant,benign
0,1,0,307,0.6974106507677384,0.3025893492322612,benign,benign
0,1,0,659,0.6249353904777647,0.37506460952223525,malignant,benign
0,1,0,40,0.7960654683454715,0.20393453165452846,benign,benign
0,1,0,409,0.7873841295204397,0.21261587047956032,benign,benign
0,1,0,305,0.2758642144723388,0.7241357855276613,malignant,malignant
0,1,0,267,0.692763774675144,0.30723622532485595,benign,malignant
0,1,0,565,0.0050621313554533535,0.9949378686445467,malignant,malignant
0,1,0,340,0.3915565506461006,0.6084434493538995,malignant,malignant
0,1,0,268,0.4175291569675962,0.5824708430324038,malignant,malignant
0,1,0,633,0.8575506971363371,0.142449302863663,benign,malignant
0,1,0,175,0.1273741301942501,0.8726258698057497,malignant,malignant
0,1,0,260,0.6148383933595444,0.38516160664045573,malignant,malignant
0,1,0,218,0.29938076542119585,0.700619234578804,malignant,malignant
0,1,0,312,0.8269162538951171,0.17308374610488292,benign,malignant
0,1,0,328,0.6927366753231626,0.3072633246768375,benign,malignant
0,1,0,224,0.4789200878845607,0.5210799121154391,malignant,malignant
0,1,0,112,0.6292365289087613,0.37076347109123886,malignant,malignant
0,1,0,302,0.01145098139638609,0.9885490186036139,malignant,malignant
0,1,0,55,0.9427337451610915,0.05726625483890855,benign,malignant
0,1,0,151,0.812182651924377,0.18781734807562292,benign,malignant
0,1,0,166,0.15522738786810888,0.8447726121318911,malignant,malignant
0,1,0,20,0.6896889757725115,0.3103110242274885,benign,malignant
0,1,0,205,0.01490211726571201,0.9850978827342878,malignant,malignant
0,1,0,103,0.9446251554362767,0.05537484456372321,benign,malignant
0,1,0,289,0.2574386695552143,0.7425613304447857,malignant,malignant
0,1,0,582,0.12207940187137677,0.877920598128623,malignant,malignant
0,1,0,457,0.39035841688211814,0.6096415831178819,malignant,malignant
0,1,0,594,0.5571403899679279,0.44285961003207214,malignant,malignant
0,2,0,269,0.6773952649063598,0.3226047350936403,benign,benign
0,2,0,168,0.7721566137403929,0.22784338625960718,benign,benign
0,2,0,559,0.7694398848194779,0.23056011518052213,benign,benign
0,2,0,195,0.7942680329303073,0.20573196706969268,benign,benign
0,2,0,79,0.7241230978652726,0.2758769021347274,benign,benign
0,2,0,517,0.6185331956628112,0.38146680433718877,malignant,benign
0,2,0,615,0.8213063339332708,0.17869366606672915,benign,benign
0,2,0,338,0.6185331956628112,0.38146680433718877,malignant,benign
0,2,0,511,0.7694398848194779,0.23056011518052213,benign,benign
0,2,0,404,0.6919687873003152,0.308031212699685,benign,benign
0,2,0,403,0.8106652688688861,0.18933473113111376,benign,benign
0,2,0,547,0.6224627985549701,0.3775372014450299,malignant,benign
0,2,0,540,0.8139413314739499,0.1860586685260502,benign,benign
0,2,0,516,0.5739531689987696,0.42604683100123036,malignant,benign
0,2,0,623,0.6067493373110918,0.3932506626889082,malignant,benign
0,2,0,451,0.7135273734972687,0.28647262650273125,benign,benign
0,2,0,606,0.7362815069316463,0.2637184930683539,benign,benign
0,2,0,439,0.7135273734972687,0.28647262650273125,benign,benign
0,2,0,350,0.7586912777192116,0.24130872228078817,benign,benign
0,2,0,257,0.7436318090562368,0.25636819094376306,benign,benign
0,2,0,578,0.6509250921626463,0.34907490783735357,malignant,benign
0,2,0,614,0.6687501913013388,0.3312498086986612,benign,benign
0,2,0,642,0.7436318090562368,0.25636819094376306,benign,benign
0,2,0,567,0.8383038028453468,0.1616961971546532,benign,benign
0,2,0,468,0.7114991068284,0.2885008931716,benign,benign
0,2,0,178,0.7942680329303073,0.20573196706969268,benign,benign
0,2,0,394,0.7630578052802552,0.23694219471974454,benign,benign
0,2,0,92,0.7942680329303073,0.20573196706969268,benign,benign
0,2,0,137,0.6942545133833974,0.3057454866166025,benign,benign
0,2,0,240,0.9191957599281904,0.08080424007180943,benign,benign
0,2,0,424,0.6942545133833974,0.3057454866166025,benign,benign
0,2,0,526,0.7114991068284,0.2885008931716,benign,benign
0,2,0,463,0.7531252738824411,0.24687472611755884,benign,benign
0,2,0,688,0.7114991068284,0.2885008931716,benign,benign
0,2,0,461,0.8123044428736633,0.18769555712633665,benign,benign
0,2,0,139,0.6185331956628112,0.38146680433718877,malignant,benign
0,2,0,678,0.6067493373110918,0.3932506626889082,malignant,benign
0,2,0,622,0.8404279419296201,0.15957205807037972,benign,benign
0,2,0,171,0.6773952649063598,0.3226047350936403,benign,benign
0,2,0,629,0.7114991068284,0.2885008931716,benign,benign
0,2,0,93,0.6509250921626463,0.34907490783735357,malignant,benign
0,2,0,380,0.6067493373110918,0.3932506626889082,malignant,benign
0,2,0,208,0.640910449264443,0.359089550735557,malignant,benign
0,2,0,564,0.8255177466401196,0.17448225335988046,benign,benign
0,2,0,281,0.749016334015187,0.250983665984813,benign,benign
0,2,0,525,0.713307787420467,0.28669221257953326,benign,benign
0,2,0,100,0.6447939144280095,0.35520608557199057,malignant,malignant
0,2,0,344,0.47301850063855294,0.526981499361447,malignant,malignant
0,2,0,608,0.003785640003421932,0.9962143599965781,malignant,malignant
0,2,0,288,0.7453521877346032,0.25464781226539657,benign,malignant
0,2,0,42,0.24819594582411725,0.7518040541758827,malignant,malignant
0,2,0,658,0.7087486050111396,0.29125139498886055,benign,malignant
0,2,0,111,0.8291835608332467,0.17081643916675335,benign,malignant
0,2,0,348,0.5847769148324764,0.41522308516752365,malignant,malignant
0,2,0,237,0.765176397589945,0.23482360241005518,benign,malignant
0,2,0,358,0.6882649107480376,0.31173508925196236,benign,malignant
0,2,0,391,0.20073619767946974,0.7992638023205301,malignant,malignant
0,2,0,435,0.12642364236439768,0.8735763576356024,malignant,malignant
0,2,0,191,0.1012439456698004,0.8987560543301997,malignant,malignant
0,2,0,336,0.7331649612485661,0.2668350387514337,benign,malignant
0,2,0,51,0.9580930513699861,0.041906948630013895,benign,malignant
0,2,0,14,0.8040435156435698,0.19595648435643032,benign,malignant
0,2,0,174,0.7548187062917493,0.24518129370825084,benign,malignant
0,2,0,421,0.07819920563274688,0.9218007943672529,malignant,malignant
0,2,0,262,0.2766847654900597,0.7233152345099405,malignant,malignant
0,2,0,99,0.5091553596441127,0.4908446403558873,malignant,malignant
0,2,0,270,0.3095911549090346,0.6904088450909655,malignant,malignant
0,2,0,132,0.10054986794698519,0.8994501320530149,malignant,malignant
0,2,0,251,0.690569732755262,0.30943026724473804,benign,malignant
0,2,0,233,0.7044078295239216,0.2955921704760783,benign,malignant
0,3,0,654,0.766430217876145,0.23356978212385499,benign,benign
0,3,0,657,0.8810701873489318,0.11892981265106803,benign,benign
0,3,0,645,0.7403834347679671,0.25961656523203314,benign,benign
0,3,0,248,0.772939021368453,0.2270609786315469,benign,benign
0,3,0,296,0.9408421992523273,0.05915780074767273,benign,benign
0,3,0,494,0.5934737130739133,0.40652628692608667,malignant,benign
0,3,0,164,0.7964097687393119,0.20359023126068826,benign,benign
0,3,0,638,0.7124341185321805,0.28756588146781936,benign,benign
0,3,0,121,0.8591261193513501,0.1408738806486499,benign,benign
0,3,0,432,0.7986558521798001,0.20134414782019985,benign,benign
0,3,0,471,0.755835176740772,0.2441648232592281,benign,benign
0,3,0,249,0.766430217876145,0.23356978212385499,benign,benign
0,3,0,387,0.9087308715019786,0.09126912849802134,benign,benign
0,3,0,399,0.7178698775823288,0.28213012241767127,benign,benign
0,3,0,351,0.7331943019519396,0.2668056980480606,benign,benign
0,3,0,469,0.6967299671942909,0.3032700328057091,benign,benign
0,3,0,481,0.838244909563229,0.1617550904367711,benign,benign
0,3,0,327,0.6582115711595377,0.34178842884046245,malignant,benign
0,3,0,235,0.8280650895984489,0.17193491040155096,benign,benign
0,3,0,634,0.6950919210140579,0.304908078985942,benign,benign
0,3,0,550,0.7403834347679671,0.25961656523203314,benign,benign
0,3,0,601,0.6253606273172873,0.3746393726827126,malignant,benign
0,3,0,473,0.7124341185321805,0.28756588146781936,benign,benign
0,3,0,398,0.8083049178651345,0.19169508213486547,benign,benign
0,3,0,89,0.7358967603514305,0.26410323964856947,benign,benign
0,3,0,311,0.6163963970959131,0.3836036029040868,malignant,benign
0,3,0,385,0.8198962424396776,0.18010375756032226,benign,benign
0,3,0,536,0.7964097687393119,0.20359023126068826,benign,benign
0,3,0,335,0.6163963970959131,0.3836036029040868,malignant,benign
0,3,0,318,0.6837223303765562,0.3162776696234439,benign,benign
0,3,0,144,0.7084444665158086,0.29155553348419133,benign,benign
0,3,0,539,0.7632026041515159,0.2367973958484842,benign,benign
0,3,0,537,0.8243047223621631,0.17569527763783674,benign,benign
0,3,0,628,0.6609856011149572,0.33901439888504287,benign,benign
0,3,0,325,0.8381076068841723,0.1618923931158277,benign,benign
0,3,0,91,0.7102656016184183,0.2897343983815817,benign,benign
0,3,0,161,0.81486234977668,0.1851376502233201,benign,benign
0,3,0,291,0.6843529440404036,0.3156470559595965,benign,benign
0,3,0,664,0.7573485133246874,0.24265148667531247,benign,benign
0,3,0,150,0.6461560962197763,0.3538439037802238,malignant,benign
0,3,0,443,0.6945097169893895,0.3054902830106104,benign,benign
0,3,0,116,0.9048408084249125,0.0951591915750874,benign,benign
0,3,0,513,0.703446333057747,0.2965536669422531,benign,benign
0,3,0,428,0.6582115711595377,0.34178842884046245,malignant,benign
0,3,0,115,0.7863265520298526,0.21367344797014734,benign,benign
0,3,0,10,0.6461560962197763,0.3538439037802238,malignant,benign
0,3,0,201,0.17055772465593352,0.8294422753440666,malignant,malignant
0,3,0,52,0.7619867132636261,0.238013286736374,benign,malignant
0,3,0,386,0.6172323034862963,0.3827676965137038,malignant,malignant
0,3,0,436,0.2667411526613382,0.7332588473386618,malignant,malignant
0,3,0,177,0.1846728117414848,0.815327188258515,malignant,malignant
0,3,0,155,0.7341297609287045,0.26587023907129553,benign,malignant
0,3,0,317,0.41477283313220603,0.5852271668677941,malignant,malignant
0,3,0,113,0.12842537550110633,0.8715746244988936,malignant,malignant
0,3,0,611,0.32167384054446946,0.6783261594555305,malignant,malignant
0,3,0,300,0.8256314885566245,0.17436851144337556,benign,malignant
0,3,0,465,0.8020253925844685,0.19797460741553166,benign,malignant
0,3,0,183,0.2267422284753107,0.7732577715246893,malignant,malignant
0,3,0,626,0.8877609706010522,0.11223902939894773,benign,malignant
0,3,0,610,0.5204658831449607,0.47953411685503927,malignant,malignant
0,3,0,323,0.4379121890644578,0.5620878109355422,malignant,malignant
0,3,0,36,0.5887626981190741,0.41123730188092605,malignant,malignant
0,3,0,612,0.043311704310953096,0.9566882956890467,malignant,malignant
0,3,0,279,0.7855437156514035,0.21445628434859623,benign,malignant
0,3,0,591,0.4735741609510161,0.526425839048984,malignant,malignant
0,3,0,261,0.07366492322797205,0.926335076772028,malignant,malignant
0,3,0,254,0.12236319248392337,0.8776368075160765,malignant,malignant
0,3,0,159,0.13517369125404638,0.8648263087459537,malignant,malignant
0,3,0,206,0.694348097779571,0.30565190222042904,benign,malignant
0,3,0,286,0.026655058180031454,0.9733449418199683,malignant,malignant
0,4,0,641,0.7320411907100088,0.2679588092899911,benign,benign
0,4,0,585,0.624526814658402,0.37547318534159807,malignant,benign
0,4,0,635,0.7773263189788727,0.2226736810211271,benign,benign
0,4,0,298,0.7488854749877013,0.2511145250122985,benign,benign
0,4,0,341,0.6615939963345864,0.33840600366541357,malignant,benign
0,4,0,228,0.6293054291938337,0.3706945708061663,malignant,benign
0,4,0,437,0.7106390994930506,0.2893609005069491,benign,benign
0,4,0,17,0.7736608420611811,0.22633915793881884,benign,benign
0,4,0,598,0.7320411907100088,0.2679588092899911,benign,benign
0,4,0,147,0.7378399610157997,0.26216003898420037,benign,benign
0,4,0,423,0.8160494962662357,0.18395050373376443,benign,benign
0,4,0,225,0.6513678117453563,0.3486321882546437,malignant,benign
0,4,0,271,0.7845303464866228,0.21546965351337738,benign,benign
0,4,0,583,0.6962917554974558,0.30370824450254447,benign,benign
0,4,0,337,0.6615939963345864,0.33840600366541357,malignant,benign
0,4,0,656,0.7571207596340742,0.24287924036592587,benign,benign
0,4,0,119,0.8391832519780924,0.16081674802190768,benign,benign
0,4,0,579,0.6615939963345864,0.33840600366541357,malignant,benign
0,4,0,459,0.7753808296514811,0.2246191703485189,benign,benign
0,4,0,363,0.9269901060448873,0.07300989395511265,benign,benign
0,4,0,6,0.524782897902038,0.47521710209796186,malignant,benign
0,4,0,76,0.7476038171769765,0.2523961828230235,benign,benign
0,4,0,26,0.7477551896734947,0.25224481032650525,benign,benign
0,4,0,72,0.7544226997263523,0.24557730027364752,benign,benign
0,4,0,694,0.7733101724080429,0.2266898275919572,benign,benign
0,4,0,544,0.7886552383823484,0.21134476161765162,benign,benign
0,4,0,346,0.8745829808374961,0.12541701916250375,benign,benign
0,4,0,396,0.7515086211505938,0.2484913788494062,benign,benign
0,4,0,690,0.636196361920199,0.36380363807980104,malignant,benign
0,4,0,182,0.785190215295941,0.21480978470405893,benign,benign
0,4,0,438,0.8149482979861105,0.1850517020138899,benign,benign
0,4,0,278,0.6615939963345864,0.33840600366541357,malignant,benign
0,4,0,384,0.6652892384702934,0.3347107615297065,benign,benign
0,4,0,405,0.6513678117453563,0.3486321882546437,malignant,benign
0,4,0,301,0.6615939963345864,0.33840600366541357,malignant,benign
0,4,0,450,0.7636996867610191,0.23630031323898115,benign,benign
0,4,0,660,0.6513678117453563,0.3486321882546437,malignant,benign
0,4,0,667,0.7515086211505938,0.2484913788494062,benign,benign
0,4,0,402,0.8621826589499948,0.13781734105000537,benign,benign
0,4,0,484,0.7498173327676033,0.2501826672323966,benign,benign
0,4,0,204,0.6615939963345864,0.33840600366541357,malignant,benign
0,4,0,557,0.7670106810130422,0.23298931898695774,benign,benign
0,4,0,370,0.8555976311752111,0.1444023688247889,benign,benign
0,4,0,234,0.8402288312483375,0.15977116875166242,benign,benign
0,4,0,207,0.6293054291938337,0.3706945708061663,malignant,benign
0,4,0,671,0.8132988942185232,0.18670110578147675,benign,benign
0,4,0,295,0.5943352494357139,0.40566475056428614,malignant,malignant
0,4,0,57,0.9401263301592813,0.05987366984071862,benign,malignant
0,4,0,38,0.5106187874245526,0.4893812125754474,malignant,malignant
0,4,0,273,0.941604383718836,0.05839561628116412,benign,malignant
0,4,0,308,0.8858450305497603,0.11415496945023987,benign,malignant
0,4,0,23,0.9301712039859181,0.06982879601408186,benign,malignant
0,4,0,67,0.44967751970366016,0.5503224802963398,malignant,malignant
0,4,0,247,0.7953565978705629,0.2046434021294372,benign,malignant
0,4,0,698,0.7594215602821586,0.24057843971784126,benign,malignant
0,4,0,68,0.4170913193886117,0.5829086806113882,malignant,malignant
0,4,0,282,0.12515583218174642,0.8748441678182535,malignant,malignant
0,4,0,381,0.7201866774529025,0.2798133225470978,benign,malignant
0,4,0,187,0.32496783185135003,0.67503216814865,malignant,malignant
0,4,0,246,0.0789279987675589,0.9210720012324412,malignant,malignant
0,4,0,648,0.012119386744698285,0.9878806132553017,malignant,malignant
0,4,0,18,0.6390601202470401,0.3609398797529599,malignant,malignant
0,4,0,188,0.07788920629587141,0.9221107937041286,malignant,malignant
0,4,0,49,0.6849916472353111,0.3150083527646888,benign,malignant
0,4,0,669,0.06866492732474896,0.9313350726752511,malignant,malignant
0,4,0,605,0.7787416067728863,0.22125839322711366,benign,malignant
0,4,0,366,0.016630566310550127,0.9833694336894501,malignant,malignant
0,4,0,32,0.9746872088189319,0.025312791181068144,benign,malignant
0,4,0,98,0.057639544905418165,0.942360455094582,malignant,malignant
0,4,0,569,0.8074186314388212,0.19258136856117863,benign,malignant
0,5,0,535,0.7597556850792623,0.24024431492073778,benign,benign
0,5,0,575,0.827685350560856,0.17231464943914376,benign,benign
0,5,0,512,0.7180019403489258,0.2819980596510743,benign,benign
0,5,0,442,0.7234972093053027,0.27650279069469735,benign,benign
0,5,0,165,0.8517598900138555,0.1482401099861444,benign,benign
0,5,0,75,0.8048900134215637,0.1951099865784362,benign,benign
0,5,0,379,0.9052464483532434,0.09475355164675683,benign,benign
0,5,0,534,0.7073287410666533,0.29267125893334667,benign,benign
0,5,0,158,0.6632083362126162,0.33679166378738384,benign,benign
0,5,0,431,0.8842966671829027,0.1157033328170974,benign,benign
0,5,0,118,0.723286068128301,0.2767139318716991,benign,benign
0,5,0,524,0.7401718173195528,0.25982818268044705,benign,benign
0,5,0,169,0.5968078120707005,0.40319218792929956,malignant,benign
0,5,0,501,0.7599186183166111,0.24008138168338894,benign,benign
0,5,0,245,0.8540348230942214,0.14596517690577868,benign,benign
0,5,0,16,0.7599186183166111,0.24008138168338894,benign,benign
0,5,0,478,0.7642015744117675,0.23579842558823247,benign,benign
0,5,0,498,0.7599186183166111,0.24008138168338894,benign,benign
0,5,0,90,0.6820422999491932,0.3179577000508067,benign,benign
0,5,0,390,0.6627632354434501,0.33723676455654994,benign,benign
0,5,0,672,0.7323342508626172,0.2676657491373829,benign,benign
0,5,0,372,0.7920765480779994,0.20792345192200049,benign,benign
0,5,0,520,0.6217377886711737,0.3782622113288263,malignant,benign
0,5,0,31,0.7323342508626172,0.2676657491373829,benign,benign
0,5,0,371,0.6889839671578812,0.3110160328421188,benign,benign
0,5,0,454,0.7556403690577169,0.2443596309422831,benign,benign
0,5,0,499,0.7599186183166111,0.24008138168338894,benign,benign
0,5,0,684,0.6154389756452454,0.3845610243547544,malignant,benign
0,5,0,676,0.6995786658922368,0.30042133410776306,benign,benign
0,5,0,382,0.8649997393358948,0.13500026066410523,benign,benign
0,5,0,354,0.6562841528984243,0.34371584710157566,malignant,benign
0,5,0,627,0.7849304098754589,0.21506959012454124,benign,benign
0,5,0,643,0.6154389756452454,0.3845610243547544,malignant,benign
0,5,0,533,0.7401718173195528,0.25982818268044705,benign,benign
0,5,0,589,0.7180019403489258,0.2819980596510743,benign,benign
0,5,0,274,0.7976367510939241,0.2023632489060761,benign,benign
0,5,0,331,0.7915146948667364,0.20848530513326374,benign,benign
0,5,0,96,0.6713380406693595,0.32866195933064046,benign,benign
0,5,0,241,0.760255079373778,0.23974492062622205,benign,benign
0,5,0,303,0.6820422999491932,0.3179577000508067,benign,benign
0,5,0,232,0.9505033594693738,0.049496640530626294,benign,benign
0,5,0,418,0.9122917644827815,0.08770823551721839,benign,benign
0,5,0,411,0.6315164453717138,0.36848355462828636,malignant,benign
0,5,0,250,0.7042998410467352,0.29570015895326446,benign,benign
0,5,0,140,0.6947881050455388,0.30521189495446127,benign,benign
0,5,0,632,0.6154389756452454,0.3845610243547544,malignant,benign
0,5,0,359,0.9207385224512044,0.0792614775487957,benign,malignant
0,5,0,106,0.14138286788673102,0.8586171321132688,malignant,malignant
0,5,0,456,0.724874442999378,0.2751255570006218,benign,malignant
0,5,0,44,0.23181459187549555,0.7681854081245042,malignant,malignant
0,5,0,329,0.7264013006647743,0.2735986993352257,benign,malignant
0,5,0,53,0.6637349373502325,0.3362650626497677,benign,malignant
0,5,0,86,0.9084497048752019,0.09155029512479818,benign,malignant
0,5,0,73,0.6059891087444313,0.39401089125556865,malignant,malignant
0,5,0,400,0.19113446431042405,0.8088655356895758,malignant,malignant
0,5,0,681,0.11708020634445421,0.8829197936555457,malignant,malignant
0,5,0,697,0.6693102218939058,0.33068977810609423,benign,malignant
0,5,0,453,0.25761603920656295,0.7423839607934369,malignant,malignant
0,5,0,440,0.43170040924601666,0.5682995907539834,malignant,malignant
0,5,0,229,0.020096774490234774,0.9799032255097654,malignant,malignant
0,5,0,487,0.23625508641632353,0.7637449135836766,malignant,malignant
0,5,0,85,0.030929153618894666,0.9690708463811055,malignant,malignant
0,5,0,222,0.8331474895555738,0.16685251044442614,benign,malignant
0,5,0,519,0.39740411830316325,0.6025958816968368,malignant,malignant
0,5,0,304,0.695450303466502,0.30454969653349806,benign,malignant
0,5,0,253,0.2562660011825284,0.7437339988174714,malignant,malignant
0,5,0,84,0.1717770814237426,0.8282229185762574,malignant,malignant
0,5,0,255,0.7629319218261372,0.23706807817386305,benign,malignant
0,5,0,184,0.7246383609524104,0.2753616390475895,benign,malignant
0,5,0,326,0.3795517832157597,0.6204482167842404,malignant,malignant
0,6,0,552,0.875609160670982,0.12439083932901793,benign,benign
0,6,0,141,0.6656955987131205,0.33430440128687955,benign,benign
0,6,0,143,0.7972201662757075,0.20277983372429223,benign,benign
0,6,0,429,0.710699764761489,0.289300235238511,benign,benign
0,6,0,587,0.8012214674334559,0.19877853256654407,benign,benign
0,6,0,621,0.9500784979412197,0.049921502058780286,benign,benign
0,6,0,529,0.7190856776056165,0.28091432239438374,benign,benign
0,6,0,209,0.7582739093533278,0.24172609064667208,benign,benign
0,6,0,345,0.6267128599576313,0.3732871400423686,malignant,benign
0,6,0,136,0.7592576406171394,0.2407423593828607,benign,benign
0,6,0,599,0.7960845868073134,0.20391541319268658,benign,benign
0,6,0,368,0.712351959981999,0.28764804001800104,benign,benign
0,6,0,202,0.6865635889420103,0.31343641105798964,benign,benign
0,6,0,693,0.7232679771974379,0.2767320228025622,benign,benign
0,6,0,373,0.7961004135731959,0.20389958642680395,benign,benign
0,6,0,29,0.712351959981999,0.28764804001800104,benign,benign
0,6,0,388,0.7456347282857735,0.2543652717142264,benign,benign
0,6,0,35,0.710699764761489,0.289300235238511,benign,benign
0,6,0,13,0.7948740082298933,0.20512599177010668,benign,benign
0,6,0,560,0.7986077920117115,0.20139220798828847,benign,benign
0,6,0,120,0.745808586483433,0.25419141351656693,benign,benign
0,6,0,194,0.7658468461316577,0.23415315386834226,benign,benign
0,6,0,613,0.7870071734240447,0.2129928265759552,benign,benign
0,6,0,554,0.696584433015415,0.3034155669845852,benign,benign
0,6,0,378,0.8111972704369018,0.1888027295630983,benign,benign
0,6,0,566,0.8028641511731742,0.19713584882682605,benign,benign
0,6,0,130,0.8273790959863436,0.1726209040136564,benign,benign
0,6,0,355,0.814939088448044,0.1850609115519559,benign,benign
0,6,0,244,0.6865635889420103,0.31343641105798964,benign,benign
0,6,0,507,0.785391273851914,0.21460872614808613,benign,benign
0,6,0,422,0.9031199104253229,0.09688008957467702,benign,benign
0,6,0,572,0.7407242807755481,0.25927571922445203,benign,benign
0,6,0,125,0.6640550967163316,0.33594490328366855,benign,benign
0,6,0,199,0.7407242807755481,0.25927571922445203,benign,benign
0,6,0,265,0.8840329701952174,0.1159670298047825,benign,benign
0,6,0,11,0.710699764761489,0.289300235238511,benign,benign
0,6,0,576,0.7677085876559476,0.23229141234405207,benign,benign
0,6,0,243,0.8026558155550821,0.19734418444491791,benign,benign
0,6,0,474,0.7170426354246155,0.2829573645753846,benign,benign
0,6,0,663,0.7475318236018682,0.25246817639813174,benign,benign
0,6,0,108,0.7182096197363564,0.2817903802636436,benign,benign
0,6,0,192,0.7677085876559476,0.23229141234405207,benign,benign
0,6,0,548,0.6539595944452917,0.3460404055547081,malignant,benign
0,6,0,553,0.9203277523594185,0.07967224764058131,benign,benign
0,6,0,445,0.6656955987131205,0.33430440128687955,benign,benign
0,6,0,310,0.7284135338797039,0.27158646612029613,benign,benign
0,6,0,87,0.5,0.5,malignant,malignant
0,6,0,25,0.9185873329056721,0.081412667094328,benign,malignant
0,6,0,299,0.7522671383594184,0.2477328616405817,benign,malignant
0,6,0,574,0.8699068401053162,0.13009315989468376,benign,malignant
0,6,0,56,0.1395732982771314,0.8604267017228685,malignant,malignant
0,6,0,272,0.6640550476645778,0.33594495233542204,malignant,malignant
0,6,0,59,0.9428491173391661,0.05715088266083401,benign,malignant
0,6,0,186,0.1176952973103187,0.8823047026896813,malignant,malignant
0,6,0,190,0.09310031268608585,0.9068996873139141,malignant,malignant
0,6,0,122,0.12372066618111578,0.8762793338188841,malignant,malignant
0,6,0,353,0.026518287697755334,0.9734817123022448,malignant,malignant
0,6,0,670,0.27737739002005807,0.722622609979942,malignant,malignant
0,6,0,5,0.051349617474776024,0.948650382525224,malignant,malignant
0,6,0,60,0.7677328970819173,0.23226710291808284,benign,malignant
0,6,0,12,0.9550607764117134,0.04493922358828653,benign,malignant
0,6,0,356,0.9399271456197793,0.060072854380220676,benign,malignant
0,6,0,109,0.7756977086308351,0.2243022913691649,benign,malignant
0,6,0,124,0.40138309046041465,0.5986169095395852,malignant,malignant
0,6,0,696,0.10261084467946717,0.8973891553205329,malignant,malignant
0,6,0,152,0.3821175623879524,0.6178824376120474,malignant,malignant
0,6,0,173,0.007472918597671462,0.9925270814023285,malignant,malignant
0,6,0,211,0.4186914784678038,0.5813085215321961,malignant,malignant
0,6,0,590,0.49150824181526426,0.5084917581847357,malignant,malignant
0,6,0,636,0.5270931586010108,0.4729068413989892,malignant,malignant
0,7,0,577,0.6688368019937624,0.3311631980062375,malignant,benign
0,7,0,203,0.8065722787832922,0.1934277212167077,benign,benign
0,7,0,407,0.6688368019937624,0.3311631980062375,malignant,benign
0,7,0,365,0.7206032167582761,0.27939678324172396,benign,benign
0,7,0,470,0.7132023027287616,0.28679769727123827,benign,benign
0,7,0,352,0.9285538174605839,0.07144618253941609,benign,benign
0,7,0,620,0.7520098589864624,0.24799014101353758,benign,benign
0,7,0,496,0.5971943469223305,0.40280565307766947,malignant,benign
0,7,0,332,0.8982049098792593,0.1017950901207408,benign,benign
0,7,0,508,0.721521420219824,0.2784785797801759,benign,benign
0,7,0,163,0.017255226297997146,0.9827447737020026,malignant,benign
0,7,0,197,0.8614804478959636,0.1385195521040364,benign,benign
0,7,0,69,0.7409113354007447,0.2590886645992555,benign,benign
0,7,0,666,0.823125417406757,0.17687458259324285,benign,benign
0,7,0,392,0.7520098589864624,0.24799014101353758,benign,benign
0,7,0,383,0.671977281934891,0.32802271806510913,benign,benign
0,7,0,563,0.7520098589864624,0.24799014101353758,benign,benign
0,7,0,377,0.6378037167719233,0.3621962832280766,malignant,benign
0,7,0,95,0.6952433433165973,0.3047566566834026,benign,benign
0,7,0,655,0.7520098589864624,0.24799014101353758,benign,benign
0,7,0,674,0.6688368019937624,0.3311631980062375,malignant,benign
0,7,0,625,0.8818882011511687,0.11811179884883127,benign,benign
0,7,0,80,0.7235363588193571,0.27646364118064276,benign,benign
0,7,0,315,0.5675373110703822,0.43246268892961787,malignant,benign
0,7,0,220,0.7124254721355638,0.2875745278644365,benign,benign
0,7,0,22,0.7520098589864624,0.24799014101353758,benign,benign
0,7,0,196,0.9351819030962623,0.06481809690373767,benign,benign
0,7,0,7,0.7836659714056741,0.21633402859432602,benign,benign
0,7,0,410,0.6688368019937624,0.3311631980062375,malignant,benign
0,7,0,0,0.8065722787832922,0.1934277212167077,benign,benign
0,7,0,486,0.7132023027287616,0.28679769727123827,benign,benign
0,7,0,170,0.7054629958673158,0.2945370041326841,benign,benign
0,7,0,401,0.7054629958673158,0.2945370041326841,benign,benign
0,7,0,375,0.6274700322266448,0.3725299677733552,malignant,benign
0,7,0,47,0.6688368019937624,0.3311631980062375,malignant,benign
0,7,0,505,0.8071815223046402,0.1928184776953597,benign,benign
0,7,0,652,0.817511812213358,0.18248818778664172,benign,benign
0,7,0,417,0.6688368019937624,0.3311631980062375,malignant,benign
0,7,0,650,0.8557947149902635,0.14420528500973645,benign,benign
0,7,0,480,0.6678065470427007,0.3321934529572992,malignant,benign
0,7,0,70,0.8324478839173151,0.16755211608268492,benign,benign
0,7,0,477,0.7203442726141805,0.2796557273858192,benign,benign
0,7,0,675,0.8045663875798448,0.1954336124201552,benign,benign
0,7,0,646,0.7325821623590159,0.26741783764098426,benign,benign
0,7,0,689,6.943498399802196e-06,0.9999930565016002,malignant,benign
0,7,0,555,0.7068222773316062,0.29317772266839376,benign,benign
0,7,0,238,1.1453350716283395e-06,0.9999988546649283,malignant,malignant
0,7,0,167,0.0851207815020021,0.9148792184979981,malignant,malignant
0,7,0,239,0.7764541859255404,0.22354581407445956,benign,malignant
0,7,0,210,0.010825249348851058,0.9891747506511489,malignant,malignant
0,7,0,568,0.7741342149010085,0.2258657850989914,benign,malignant
0,7,0,581,0.33577455240737497,0.664225447592625,malignant,malignant
0,7,0,571,0.056843443067262966,0.943156556932737,malignant,malignant
0,7,0,284,0.2616016116891488,0.738398388310851,malignant,malignant
0,7,0,266,0.5443102759774222,0.455689724022578,malignant,malignant
0,7,0,479,0.09760113965650302,0.902398860343497,malignant,malignant
0,7,0,361,0.042245012373927526,0.9577549876260726,malignant,malignant
0,7,0,489,0.9473736632164949,0.05262633678350508,benign,malignant
0,7,0,236,0.007164371818347953,0.9928356281816518,malignant,malignant
0,7,0,455,0.6562579286352889,0.3437420713647112,malignant,malignant
0,7,0,523,0.5543666054508701,0.44563339454912976,malignant,malignant
0,7,0,149,0.21595688323183906,0.784043116768161,malignant,malignant
0,7,0,546,7.911418779082139e-06,0.9999920885812209,malignant,malignant
0,7,0,15,0.9776208101096849,0.022379189890315083,benign,malignant
0,7,0,21,0.7084257616941548,0.29157423830584517,benign,malignant
0,7,0,71,4.322607212915007e-06,0.999995677392787,malignant,malignant
0,7,0,221,0.14129512962879126,0.8587048703712089,malignant,malignant
0,7,0,349,0.8721201482048968,0.12787985179510275,benign,malignant
0,7,0,483,0.07254547498674459,0.9274545250132552,malignant,malignant
0,7,0,466,0.3767673028073565,0.6232326971926437,malignant,malignant
0,8,0,81,0.7978471652319838,0.20215283476801627,benign,benign
0,8,0,518,0.7674312582794959,0.23256874172050418,benign,benign
0,8,0,685,0.6212345051382869,0.37876549486171307,malignant,benign
0,8,0,30,0.7194667772555023,0.2805332227444977,benign,benign
0,8,0,662,0.7448866439248194,0.25511335607518065,benign,benign
0,8,0,452,0.7356685787151137,0.2643314212848864,benign,benign
0,8,0,276,0.7497634007538899,0.2502365992461101,benign,benign
0,8,0,502,0.7978471652319838,0.20215283476801627,benign,benign
0,8,0,600,0.7497634007538899,0.2502365992461101,benign,benign
0,8,0,531,0.8349405965937484,0.16505940340625158,benign,benign
0,8,0,580,0.8136513047656031,0.18634869523439707,benign,benign
0,8,0,127,0.7782980562098136,0.22170194379018648,benign,benign
0,8,0,395,0.7497634007538899,0.2502365992461101,benign,benign
0,8,0,34,0.7873480876727383,0.2126519123272616,benign,benign
0,8,0,448,0.596344740694859,0.4036552593051409,malignant,benign
0,8,0,596,0.8054896025758966,0.19451039742410342,benign,benign
0,8,0,472,0.6703511646200683,0.32964883537993184,benign,benign
0,8,0,135,0.8860311530740996,0.11396884692590036,benign,benign
0,8,0,631,0.7789625441252296,0.22103745587477058,benign,benign
0,8,0,252,0.8459954819110346,0.1540045180889653,benign,benign
0,8,0,78,0.8511659321810282,0.14883406781897182,benign,benign
0,8,0,682,0.8435091754210866,0.15649082457891322,benign,benign
0,8,0,342,0.665574083619807,0.334425916380193,malignant,benign
0,8,0,640,0.7643177765757965,0.23568222342420367,benign,benign
0,8,0,162,0.7782980562098136,0.22170194379018648,benign,benign
0,8,0,644,0.665574083619807,0.334425916380193,malignant,benign
0,8,0,319,0.9508403387455331,0.049159661254466934,benign,benign
0,8,0,673,0.8349740837965659,0.16502591620343396,benign,benign
0,8,0,83,0.7731996841488615,0.22680031585113858,benign,benign
0,8,0,609,0.7228354660445164,0.27716453395548335,benign,benign
0,8,0,24,0.6913775078577655,0.30862249214223464,benign,benign
0,8,0,653,0.76994354935631,0.23005645064368974,benign,benign
0,8,0,497,0.7601457975692304,0.2398542024307695,benign,benign
0,8,0,607,0.6212345051382869,0.37876549486171307,malignant,benign
0,8,0,114,0.9096974031336791,0.09030259686632104,benign,benign
0,8,0,369,0.7208127010265037,0.2791872989734961,benign,benign
0,8,0,661,0.8008913359070903,0.19910866409290984,benign,benign
0,8,0,216,0.6647457884765299,0.33525421152347,malignant,benign
0,8,0,683,0.6212345051382869,0.37876549486171307,malignant,benign
0,8,0,490,0.6212345051382869,0.37876549486171307,malignant,benign
0,8,0,145,0.7448866439248194,0.25511335607518065,benign,benign
0,8,0,133,0.7871159582628727,0.21288404173712694,benign,benign
0,8,0,584,0.7666420158464201,0.23335798415357986,benign,benign
0,8,0,602,0.76994354935631,0.23005645064368974,benign,benign
0,8,0,677,0.7228354660445164,0.27716453395548335,benign,benign
0,8,0,506,0.24658018050397057,0.7534198194960295,malignant,malignant
0,8,0,179,0.7667989165075726,0.23320108349242738,benign,malignant
0,8,0,117,0.2802727500183082,0.7197272499816921,malignant,malignant
0,8,0,283,0.5381558607431285,0.46184413925687146,malignant,malignant
0,8,0,104,0.22046831789519972,0.7795316821048002,malignant,malignant
0,8,0,263,0.698958617621953,0.3010413823780469,benign,malignant
0,8,0,482,0.02271092261830919,0.9772890773816909,malignant,malignant
0,8,0,416,0.49481479510756515,0.5051852048924347,malignant,malignant
0,8,0,522,0.9717196926864148,0.028280307313585083,benign,malignant
0,8,0,603,0.45281729613825494,0.547182703861745,malignant,malignant
0,8,0,427,0.6043879752946516,0.39561202470534845,malignant,malignant
0,8,0,101,0.9219668135586884,0.07803318644131162,benign,malignant
0,8,0,230,0.9185419527880421,0.08145804721195786,benign,malignant
0,8,0,425,0.0051272344030644035,0.9948727655969356,malignant,malignant
0,8,0,39,0.8671613228606057,0.1328386771393945,benign,malignant
0,8,0,691,0.7493109899081322,0.25068901009186784,benign,malignant
0,8,0,316,0.8548380236551218,0.14516197634487812,benign,malignant
0,8,0,330,0.7892574411520227,0.21074255884797738,benign,malignant
0,8,0,360,1.7986671748203585e-05,0.9999820133282519,malignant,malignant
0,8,0,107,0.026954905277879745,0.9730450947221201,malignant,malignant
0,8,0,412,0.8234728810974793,0.17652711890252057,benign,malignant
0,8,0,65,0.20361582638489342,0.7963841736151066,malignant,malignant
0,8,0,214,0.036221690354383294,0.9637783096456168,malignant,malignant
0,8,0,146,0.8883971772395458,0.11160282276045404,benign,malignant
0,8,0,320,0.8156354546038145,0.18436454539618538,benign,malignant
0,9,0,37,0.7789684386619805,0.2210315613380193,benign,benign
0,9,0,397,0.7289602672688296,0.27103973273117055,benign,benign
0,9,0,619,0.7934932430394653,0.20650675696053486,benign,benign
0,9,0,408,0.9042450334392009,0.09575496656079907,benign,benign
0,9,0,347,0.63864012808326,0.36135987191674,malignant,benign
0,9,0,1,0.7053436354829882,0.294656364517012,benign,benign
0,9,0,212,0.695151867201406,0.30484813279859413,benign,benign
0,9,0,406,0.8580074474837461,0.14199255251625376,benign,benign
0,9,0,3,0.7496907974503623,0.25030920254963773,benign,benign
0,9,0,45,0.6388963700887078,0.36110362991129225,malignant,benign
0,9,0,460,0.7861317358830289,0.21386826411697102,benign,benign
0,9,0,189,0.8151300760886089,0.18486992391139107,benign,benign
0,9,0,446,0.6016490516861758,0.3983509483138242,malignant,benign
0,9,0,692,0.7048636350847086,0.2951363649152915,benign,benign
0,9,0,679,0.6605524649608971,0.33944753503910297,benign,benign
0,9,0,541,0.7048636350847086,0.2951363649152915,benign,benign
0,9,0,597,0.8804553627117317,0.11954463728826828,benign,benign
0,9,0,543,0.783634597228187,0.21636540277181315,benign,benign
0,9,0,129,0.07155664955859475,0.9284433504414051,malignant,benign
0,9,0,297,0.9314249936054367,0.06857500639456332,benign,benign
0,9,0,458,0.7831629988714327,0.21683700112856708,benign,benign
0,9,0,28,0.7212550002059779,0.27874499979402195,benign,benign
0,9,0,637,0.9347651850062962,0.06523481499370375,benign,benign
0,9,0,558,0.7212550002059779,0.27874499979402195,benign,benign
0,9,0,617,0.5672398359424373,0.43276016405756296,malignant,benign
0,9,0,492,0.73900909221929,0.2609909077807099,benign,benign
0,9,0,504,0.6016490516861758,0.3983509483138242,malignant,benign
0,9,0,309,0.8799515097584206,0.1200484902415793,benign,benign
0,9,0,551,0.695151867201406,0.30484813279859413,benign,benign
0,9,0,306,0.695151867201406,0.30484813279859413,benign,benign
0,9,0,280,0.7911661023389841,0.20883389766101568,benign,benign
0,9,0,364,0.7529627928181791,0.24703720718182104,benign,benign
0,9,0,374,0.8033059446598232,0.196694055340177,benign,benign
0,9,0,630,0.8435563616816064,0.1564436383183935,benign,benign
0,9,0,110,0.8827804246902177,0.1172195753097822,benign,benign
0,9,0,510,0.6016490516861758,0.3983509483138242,malignant,benign
0,9,0,509,0.6605524649608971,0.33944753503910297,benign,benign
0,9,0,193,0.695151867201406,0.30484813279859413,benign,benign
0,9,0,444,0.8197967435013759,0.18020325649862404,benign,benign
0,9,0,134,0.7785992911682312,0.22140070883176866,benign,benign
0,9,0,413,0.8584590254239358,0.14154097457606435,benign,benign
0,9,0,33,0.7667466556330466,0.23325334436695339,benign,benign
0,9,0,294,0.6593774435005988,0.3406225564994012,malignant,benign
0,9,0,102,0.8495110399285734,0.15048896007142687,benign,benign
0,9,0,314,0.624646238729509,0.3753537612704912,malignant,benign
0,9,0,200,0.5900112196065755,0.4099887803934243,malignant,malignant
0,9,0,570,0.31607951269925844,0.6839204873007416,malignant,malignant
0,9,0,514,0.04195154958474272,0.9580484504152572,malignant,malignant
0,9,0,142,0.9874488654455065,0.012551134554493538,benign,malignant
0,9,0,586,1.1738286574014346e-05,0.999988261713426,malignant,malignant
0,9,0,588,0.918396231246497,0.08160376875350293,benign,malignant
0,9,0,515,0.013647220277489356,0.9863527797225109,malignant,malignant
0,9,0,592,0.6667221989869947,0.3332778010130052,benign,malignant
0,9,0,226,0.25348871151050767,0.7465112884894923,malignant,malignant
0,9,0,604,0.4071577842434633,0.5928422157565367,malignant,malignant
0,9,0,105,0.9503190117914783,0.04968098820852179,benign,malignant
0,9,0,264,0.7129987276113453,0.28700127238865497,benign,malignant
0,9,0,231,0.4883908145995986,0.5116091854004015,malignant,malignant
0,9,0,43,0.6445960486322115,0.3554039513677885,malignant,malignant
0,9,0,449,0.028511814113888822,0.9714881858861112,malignant,malignant
0,9,0,491,0.33894000863869994,0.6610599913613001,malignant,malignant
0,9,0,74,0.9385176258960529,0.06148237410394715,benign,malignant
0,9,0,367,0.021351447542511514,0.9786485524574885,malignant,malignant
0,9,0,467,0.7720481950602601,0.22795180493973988,benign,malignant
0,9,0,62,0.06400774016263999,0.9359922598373599,malignant,malignant
0,9,0,58,0.6261000277100944,0.37389997228990557,malignant,malignant
0,9,0,333,0.8332591245022555,0.16674087549774438,benign,malignant
0,9,0,126,0.859339723664881,0.14066027633511874,benign,malignant
0,9,0,549,0.9114930115670821,0.08850698843291809,benign,malignant