% Python_3.6.4. % Sklearn_0.19.1. % NumPy_1.14.1. % SciPy_1.0.0. % Fri Mar 30 20:19:28 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 0,0,0,665,0.9999808326388637,1.916736113627305e-05,benign,benign 0,0,0,447,0.999866546924578,0.00013345307542198735,benign,benign 0,0,0,593,0.9986853197307193,0.00131468026928076,benign,benign 0,0,0,8,0.8882442279942278,0.11175577200577204,benign,benign 0,0,0,148,0.6401926094865242,0.3598073905134758,benign,benign 0,0,0,180,0.9985947535550075,0.0014052464449926419,benign,benign 0,0,0,415,0.5574450351874981,0.4425549648125014,benign,benign 0,0,0,500,0.9725874800270198,0.02741251997298063,benign,benign 0,0,0,131,0.9997777797874263,0.00022222021257367621,benign,benign 0,0,0,156,0.9977429620883618,0.002257037911638402,benign,benign 0,0,0,545,0.9996874795402476,0.0003125204597525295,benign,benign 0,0,0,595,0.9996874795402476,0.0003125204597525295,benign,benign 0,0,0,259,0.173509190553692,0.8264908094463083,malignant,benign 0,0,0,433,0.9920992567204018,0.007900743279598563,benign,benign 0,0,0,426,0.7625751484661976,0.2374248515338029,benign,benign 0,0,0,322,0.9997777797874263,0.00022222021257367621,benign,benign 0,0,0,616,0.9999347322875003,6.526771249978232e-05,benign,benign 0,0,0,219,0.9387556508987348,0.0612443491012655,benign,benign 0,0,0,618,0.9997827176354858,0.0002172823645144343,benign,benign 0,0,0,287,0.997822890534482,0.0021771094655180056,benign,benign 0,0,0,528,0.9496868388311073,0.05031316116889293,benign,benign 0,0,0,649,0.9999347322875003,6.526771249978232e-05,benign,benign 0,0,0,538,0.9997827176354858,0.0002172823645144343,benign,benign 0,0,0,343,0.9999808326388637,1.916736113627305e-05,benign,benign 0,0,0,48,0.9772124843836429,0.02278751561635715,benign,benign 0,0,0,695,0.9999808326388637,1.916736113627305e-05,benign,benign 0,0,0,441,0.7621915350701653,0.23780846492983396,benign,benign 0,0,0,393,0.9990723442312245,0.0009276557687754781,benign,benign 0,0,0,275,0.9801067871170904,0.019893212882909704,benign,benign 0,0,0,464,0.999961785019816,3.82149801838921e-05,benign,benign 0,0,0,290,0.9999808326388637,1.916736113627305e-05,benign,benign 0,0,0,687,0.9524836598769852,0.0475163401230149,benign,benign 0,0,0,542,0.9786671933369893,0.021332806663010864,benign,benign 0,0,0,376,0.9999347322875003,6.526771249978232e-05,benign,benign 0,0,0,462,0.9742598106229834,0.02574018937701679,benign,benign 0,0,0,97,0.9987686222782688,0.0012313777217311855,benign,benign 0,0,0,94,0.9997777797874263,0.00022222021257367621,benign,benign 0,0,0,77,0.9707696800258513,0.029230319974149068,benign,benign 0,0,0,27,0.9996874795402476,0.0003125204597525295,benign,benign 0,0,0,256,0.9999808326388637,1.916736113627305e-05,benign,benign 0,0,0,277,0.9999347322875003,6.526771249978232e-05,benign,benign 0,0,0,138,0.9997228284208595,0.0002771715791404911,benign,benign 0,0,0,562,0.9997777797874263,0.00022222021257367621,benign,benign 0,0,0,242,0.9997777797874263,0.00022222021257367621,benign,benign 0,0,0,64,0.9999347322875003,6.526771249978232e-05,benign,benign 0,0,0,624,0.982580260500253,0.01741973949974726,benign,benign 0,0,0,334,0.04927405515021612,0.9507259448497841,malignant,malignant 0,0,0,414,0.039691667390580436,0.9603083326094196,malignant,malignant 0,0,0,54,0.043671745346157115,0.956328254653843,malignant,malignant 0,0,0,339,0.08286463132595857,0.9171353686740411,malignant,malignant 0,0,0,357,0.003054112554112554,0.9969458874458876,malignant,malignant 0,0,0,123,0.1828437051510582,0.8171562948489424,malignant,malignant 0,0,0,292,0.13827491530918648,0.8617250846908132,malignant,malignant 0,0,0,50,0.33507536355375234,0.6649246364462476,malignant,malignant 0,0,0,160,0.011431596181596181,0.9885684038184039,malignant,malignant 0,0,0,215,0.02212429017342811,0.9778757098265721,malignant,malignant 0,0,0,213,0.0017198717948717949,0.9982801282051282,malignant,malignant 0,0,0,293,0.1863713714812282,0.8136286285187722,malignant,malignant 0,0,0,41,0.1859684123208421,0.814031587679158,malignant,malignant 0,0,0,488,0.32064117740097803,0.6793588225990221,malignant,malignant 0,0,0,668,0.1804225671387438,0.8195774328612564,malignant,malignant 0,0,0,530,0.08377682366652958,0.9162231763334711,malignant,malignant 0,0,0,46,0.10349880201497856,0.8965011979850217,malignant,malignant 0,0,0,223,0.04934213510947257,0.9506578648905274,malignant,malignant 0,0,0,227,0.05861212733626524,0.941387872663735,malignant,malignant 0,0,0,680,0.00015384615384615385,0.9998461538461538,malignant,malignant 0,0,0,63,0.4918080425548508,0.5081919574451493,malignant,malignant 0,0,0,128,0.182081419071125,0.8179185809288753,malignant,malignant 0,0,0,493,0.016713149595502533,0.9832868504044975,malignant,malignant 0,0,0,285,0.002742424242424243,0.9972575757575758,malignant,malignant 0,1,0,561,0.9992853996006373,0.000714600399362489,benign,benign 0,1,0,521,0.9938530176914439,0.0061469823085561455,benign,benign 0,1,0,419,0.8817070386688858,0.11829296133111458,benign,benign 0,1,0,485,0.9392486150268122,0.060751384973187626,benign,benign 0,1,0,647,0.991813407034669,0.008186592965331104,benign,benign 0,1,0,82,0.9883946912430867,0.011605308756913383,benign,benign 0,1,0,527,0.9997933348168847,0.0002066651831152523,benign,benign 0,1,0,324,0.9999130013586154,8.69986413846063e-05,benign,benign 0,1,0,157,0.9999130013586154,8.69986413846063e-05,benign,benign 0,1,0,389,0.9706683892131263,0.029331610786873942,benign,benign 0,1,0,176,0.9999130013586154,8.69986413846063e-05,benign,benign 0,1,0,434,0.075415514917248,0.9245844850827518,malignant,benign 0,1,0,556,0.9890330387286042,0.010966961271396077,benign,benign 0,1,0,495,0.9978113233540584,0.002188676645941368,benign,benign 0,1,0,172,0.9999517792302106,4.822076978939724e-05,benign,benign 0,1,0,181,1.0,0.0,benign,benign 0,1,0,313,1.0,0.0,benign,benign 0,1,0,2,0.9987200526406668,0.0012799473593333244,benign,benign 0,1,0,185,0.9985235426334604,0.0014764573665394267,benign,benign 0,1,0,198,1.0,0.0,benign,benign 0,1,0,503,0.9997933348168847,0.0002066651831152523,benign,benign 0,1,0,88,0.9997933348168847,0.0002066651831152523,benign,benign 0,1,0,61,0.999733830512262,0.00026616948773811516,benign,benign 0,1,0,430,0.9867285233570368,0.013271476642963189,benign,benign 0,1,0,66,0.9997933348168847,0.0002066651831152523,benign,benign 0,1,0,651,0.9798436422533353,0.020156357746664508,benign,benign 0,1,0,154,1.0,0.0,benign,benign 0,1,0,153,0.992833378617068,0.0071666213829320626,benign,benign 0,1,0,532,0.9985235426334604,0.0014764573665394267,benign,benign 0,1,0,639,0.988859239023958,0.011140760976041992,benign,benign 0,1,0,573,0.9999517792302106,4.822076978939724e-05,benign,benign 0,1,0,420,0.9435336106667481,0.05646638933325207,benign,benign 0,1,0,9,0.9973655701376026,0.0026344298623973894,benign,benign 0,1,0,321,0.9916949821555961,0.00830501784440381,benign,benign 0,1,0,258,0.9999130013586154,8.69986413846063e-05,benign,benign 0,1,0,4,0.9716704462915814,0.028329553708418633,benign,benign 0,1,0,19,0.9791201764079375,0.02087982359206246,benign,benign 0,1,0,217,0.9999130013586154,8.69986413846063e-05,benign,benign 0,1,0,362,0.9117230197792787,0.08827698022072174,benign,benign 0,1,0,475,1.0,0.0,benign,benign 0,1,0,476,0.9988943631880525,0.0011056368119474916,benign,benign 0,1,0,686,1.0,0.0,benign,benign 0,1,0,307,0.9999130013586154,8.69986413846063e-05,benign,benign 0,1,0,659,1.0,0.0,benign,benign 0,1,0,40,0.0980635836385837,0.9019364163614166,malignant,benign 0,1,0,409,0.9999475308641974,5.246913580246913e-05,benign,benign 0,1,0,305,0.04615164055556772,0.9538483594444326,malignant,malignant 0,1,0,267,0.22526875216286993,0.7747312478371304,malignant,malignant 0,1,0,565,0.008287404150072815,0.9917125958499272,malignant,malignant 0,1,0,340,0.2197416321696401,0.7802583678303601,malignant,malignant 0,1,0,268,0.04290822510822508,0.9570917748917752,malignant,malignant 0,1,0,633,0.09563753272870927,0.904362467271291,malignant,malignant 0,1,0,175,0.028184607904173122,0.9718153920958271,malignant,malignant 0,1,0,260,0.014956475336257947,0.9850435246637419,malignant,malignant 0,1,0,218,0.022177235509588455,0.9778227644904116,malignant,malignant 0,1,0,312,0.16147800244131527,0.8385219975586852,malignant,malignant 0,1,0,328,0.16524179219473348,0.8347582078052672,malignant,malignant 0,1,0,224,0.02211136585636586,0.9778886341436345,malignant,malignant 0,1,0,112,0.15685427068115929,0.8431457293188414,malignant,malignant 0,1,0,302,0.00016666666666666666,0.9998333333333332,malignant,malignant 0,1,0,55,0.08228491227181163,0.9177150877281889,malignant,malignant 0,1,0,151,0.11029090860120279,0.8897090913987976,malignant,malignant 0,1,0,166,0.0722868656455344,0.9277131343544658,malignant,malignant 0,1,0,20,0.1483766428016428,0.8516233571983577,malignant,malignant 0,1,0,205,0.0012555555555555555,0.9987444444444445,malignant,malignant 0,1,0,103,0.426673052589605,0.5733269474103948,malignant,malignant 0,1,0,289,0.014975685571738201,0.985024314428262,malignant,malignant 0,1,0,582,0.023790653790653787,0.9762093462093464,malignant,malignant 0,1,0,457,0.03525112469230115,0.9647488753076988,malignant,malignant 0,1,0,594,0.0721373491116054,0.9278626508883944,malignant,malignant 0,2,0,269,0.9999082314049587,9.176859504132232e-05,benign,benign 0,2,0,168,0.9999082314049587,9.176859504132232e-05,benign,benign 0,2,0,559,0.9998833996263616,0.00011660037363840962,benign,benign 0,2,0,195,0.9996956090836406,0.0003043909163592958,benign,benign 0,2,0,79,0.998107731938838,0.0018922680611621692,benign,benign 0,2,0,517,0.9971835295794418,0.0028164704205583054,benign,benign 0,2,0,615,0.9972091180804866,0.002790881919513499,benign,benign 0,2,0,338,0.9971835295794418,0.0028164704205583054,benign,benign 0,2,0,511,0.9998833996263616,0.00011660037363840962,benign,benign 0,2,0,404,0.991967733763099,0.008032266236901234,benign,benign 0,2,0,403,0.9618953670852349,0.03810463291476534,benign,benign 0,2,0,547,0.9983723052893659,0.0016276947106341466,benign,benign 0,2,0,540,0.9988595901025521,0.0011404098974479332,benign,benign 0,2,0,516,0.9986580195750803,0.0013419804249198608,benign,benign 0,2,0,623,0.9999620670519347,3.793294806536798e-05,benign,benign 0,2,0,451,0.9999403279214999,5.9672078500150594e-05,benign,benign 0,2,0,606,0.9993975928787648,0.0006024071212351932,benign,benign 0,2,0,439,0.9999403279214999,5.9672078500150594e-05,benign,benign 0,2,0,350,0.990885466621286,0.009114533378714125,benign,benign 0,2,0,257,0.9999421757938335,5.7824206166589965e-05,benign,benign 0,2,0,578,0.9999421757938335,5.7824206166589965e-05,benign,benign 0,2,0,614,0.9968978152937275,0.0031021847062725908,benign,benign 0,2,0,642,0.9999421757938335,5.7824206166589965e-05,benign,benign 0,2,0,567,0.9918548608551914,0.008145139144808761,benign,benign 0,2,0,468,0.9999403279214999,5.9672078500150594e-05,benign,benign 0,2,0,178,0.9996956090836406,0.0003043909163592958,benign,benign 0,2,0,394,0.9881688502167831,0.011831149783216855,benign,benign 0,2,0,92,0.9996956090836406,0.0003043909163592958,benign,benign 0,2,0,137,0.9999620670519347,3.793294806536798e-05,benign,benign 0,2,0,240,0.8311534961966142,0.16884650380338634,benign,benign 0,2,0,424,0.9999620670519347,3.793294806536798e-05,benign,benign 0,2,0,526,0.9999403279214999,5.9672078500150594e-05,benign,benign 0,2,0,463,0.9999715010141987,2.849898580121704e-05,benign,benign 0,2,0,688,0.9999403279214999,5.9672078500150594e-05,benign,benign 0,2,0,461,0.920216687431555,0.079783312568445,benign,benign 0,2,0,139,0.9801339913399034,0.01986600866009654,benign,benign 0,2,0,678,0.9999620670519347,3.793294806536798e-05,benign,benign 0,2,0,622,0.8131837468153855,0.18681625318461417,benign,benign 0,2,0,171,0.9999082314049587,9.176859504132232e-05,benign,benign 0,2,0,629,0.9999403279214999,5.9672078500150594e-05,benign,benign 0,2,0,93,0.9999421757938335,5.7824206166589965e-05,benign,benign 0,2,0,380,0.9999620670519347,3.793294806536798e-05,benign,benign 0,2,0,208,0.9978382863213521,0.002161713678647995,benign,benign 0,2,0,564,0.9995321630288903,0.00046783697110969836,benign,benign 0,2,0,281,0.9996988296955569,0.00030117030444303173,benign,benign 0,2,0,525,0.9997526653425329,0.0002473346574670774,benign,benign 0,2,0,100,0.09803032980091805,0.9019696701990817,malignant,malignant 0,2,0,344,0.023386036186036185,0.9766139638139638,malignant,malignant 0,2,0,608,0.05587607567870724,0.9441239243212928,malignant,malignant 0,2,0,288,0.4089258031886839,0.5910741968113156,malignant,malignant 0,2,0,42,0.033266328116328125,0.9667336718836723,malignant,malignant 0,2,0,658,0.03659905094905094,0.9634009490509493,malignant,malignant 0,2,0,111,0.15219938842048364,0.8478006115795167,malignant,malignant 0,2,0,348,0.45476865794955035,0.5452313420504493,malignant,malignant 0,2,0,237,0.04014004884004884,0.9598599511599513,malignant,malignant 0,2,0,358,0.038666783216783206,0.9613332167832169,malignant,malignant 0,2,0,391,0.010977525252525254,0.9890224747474751,malignant,malignant 0,2,0,435,0.08834928145774792,0.9116507185422521,malignant,malignant 0,2,0,191,0.005822360972360972,0.994177639027639,malignant,malignant 0,2,0,336,0.1293861047743051,0.8706138952256951,malignant,malignant 0,2,0,51,0.4496323577222348,0.5503676422777655,malignant,malignant 0,2,0,14,0.012174958374958376,0.9878250416250416,malignant,malignant 0,2,0,174,0.023942620245251813,0.9760573797547485,malignant,malignant 0,2,0,421,0.040837392140023715,0.9591626078599762,malignant,malignant 0,2,0,262,0.013943550893550895,0.9860564491064493,malignant,malignant 0,2,0,99,0.0105764418587948,0.9894235581412054,malignant,malignant 0,2,0,270,0.09352434477287419,0.9064756552271259,malignant,malignant 0,2,0,132,0.07001642810594425,0.9299835718940558,malignant,malignant 0,2,0,251,0.058886105784480405,0.9411138942155195,malignant,malignant 0,2,0,233,0.07386889032020613,0.9261311096797938,malignant,malignant 0,3,0,654,0.9997629891927355,0.00023701080726449427,benign,benign 0,3,0,657,0.38492388972344643,0.6150761102765535,malignant,benign 0,3,0,645,0.9999326988487703,6.730115122972266e-05,benign,benign 0,3,0,248,0.8534763098851765,0.14652369011482339,benign,benign 0,3,0,296,0.1911394240749504,0.8088605759250495,malignant,benign 0,3,0,494,0.615441813644631,0.3845581863553691,benign,benign 0,3,0,164,0.9738825444387758,0.02611745556122443,benign,benign 0,3,0,638,0.9999199254412661,8.007455873402314e-05,benign,benign 0,3,0,121,0.9936913170157519,0.006308682984248297,benign,benign 0,3,0,432,0.9993938650050185,0.0006061349949815993,benign,benign 0,3,0,471,0.9652541032303484,0.03474589676965173,benign,benign 0,3,0,249,0.995057241606988,0.0049427583930120806,benign,benign 0,3,0,387,0.8074504841889271,0.1925495158110726,benign,benign 0,3,0,399,0.9831481467376515,0.01685185326234845,benign,benign 0,3,0,351,0.9997004891927355,0.0002995108072644943,benign,benign 0,3,0,469,0.9995852324263039,0.00041476757369614514,benign,benign 0,3,0,481,0.8079765216523455,0.19202347834765504,benign,benign 0,3,0,327,0.9999326988487703,6.730115122972266e-05,benign,benign 0,3,0,235,0.8761679094864459,0.12383209051355448,benign,benign 0,3,0,634,0.9999791666666668,2.0833333333333333e-05,benign,benign 0,3,0,550,0.9999326988487703,6.730115122972266e-05,benign,benign 0,3,0,601,0.9979469410876942,0.002053058912305673,benign,benign 0,3,0,473,0.9999199254412661,8.007455873402314e-05,benign,benign 0,3,0,398,0.9989281306200641,0.0010718693799358823,benign,benign 0,3,0,89,0.9891062082525318,0.010893791747468217,benign,benign 0,3,0,311,0.9999791666666668,2.0833333333333333e-05,benign,benign 0,3,0,385,0.7575432783447495,0.24245672165525106,benign,benign 0,3,0,536,0.9992381901655979,0.0007618098344022311,benign,benign 0,3,0,335,0.9999791666666668,2.0833333333333333e-05,benign,benign 0,3,0,318,0.9040654038415786,0.09593459615842129,benign,benign 0,3,0,144,0.9998701988487703,0.00012980115122972267,benign,benign 0,3,0,539,0.9726183253786107,0.02738167462138934,benign,benign 0,3,0,537,0.9989312457211534,0.0010687542788466752,benign,benign 0,3,0,628,0.9999166666666668,8.333333333333333e-05,benign,benign 0,3,0,325,0.9353501454516376,0.06464985454836224,benign,benign 0,3,0,91,0.9999185606060607,8.143939393939394e-05,benign,benign 0,3,0,161,0.9997252533436789,0.0002747466563210981,benign,benign 0,3,0,291,0.9997629891927355,0.00023701080726449427,benign,benign 0,3,0,664,0.9850558129728213,0.014944187027178915,benign,benign 0,3,0,150,0.998655360548919,0.0013446394510808924,benign,benign 0,3,0,443,0.9998125000000001,0.0001875,benign,benign 0,3,0,116,0.5836335434074632,0.41636645659253674,benign,benign 0,3,0,513,0.9976136077543608,0.002386392245639006,benign,benign 0,3,0,428,0.9999326988487703,6.730115122972266e-05,benign,benign 0,3,0,115,0.9310035977910975,0.06899640220890223,benign,benign 0,3,0,10,0.998655360548919,0.0013446394510808924,benign,benign 0,3,0,201,0.02015150123628385,0.9798484987637164,malignant,malignant 0,3,0,52,0.07961378840457789,0.9203862115954227,malignant,malignant 0,3,0,386,0.10363863797868375,0.8963613620213164,malignant,malignant 0,3,0,436,0.24936774701906286,0.7506322529809375,malignant,malignant 0,3,0,177,0.09018714063714063,0.9098128593628593,malignant,malignant 0,3,0,155,0.20814770869538687,0.7918522913046134,malignant,malignant 0,3,0,317,0.05958685481185479,0.9404131451881452,malignant,malignant 0,3,0,113,0.03814779568257829,0.9618522043174218,malignant,malignant 0,3,0,611,0.0742254782254782,0.9257745217745221,malignant,malignant 0,3,0,300,0.0907294527110317,0.9092705472889687,malignant,malignant 0,3,0,465,0.013494538794538793,0.9865054612054613,malignant,malignant 0,3,0,183,0.02107537277537277,0.9789246272246274,malignant,malignant 0,3,0,626,0.07343897213897212,0.9265610278610278,malignant,malignant 0,3,0,610,0.06932426824383345,0.9306757317561668,malignant,malignant 0,3,0,323,0.1601806316659863,0.8398193683340138,malignant,malignant 0,3,0,36,0.054592871017871,0.9454071289821293,malignant,malignant 0,3,0,612,0.0002857142857142857,0.9997142857142857,malignant,malignant 0,3,0,279,0.055453546522277145,0.9445464534777228,malignant,malignant 0,3,0,591,0.034273287823287826,0.9657267121767122,malignant,malignant 0,3,0,261,0.010259396159396162,0.9897406038406037,malignant,malignant 0,3,0,254,0.11118842356473936,0.8888115764352609,malignant,malignant 0,3,0,159,0.0034492285492285484,0.9965507714507715,malignant,malignant 0,3,0,206,0.07987078272604592,0.9201292172739542,malignant,malignant 0,3,0,286,0.0021686147186147186,0.9978313852813854,malignant,malignant 0,4,0,641,0.9999679515912148,3.204840878529807e-05,benign,benign 0,4,0,585,1.0,0.0,benign,benign 0,4,0,635,0.927148055308206,0.07285194469179389,benign,benign 0,4,0,298,0.7116922059966181,0.28830779400338213,benign,benign 0,4,0,341,0.999831615940894,0.00016838405910594485,benign,benign 0,4,0,228,0.9988023975183679,0.0011976024816319414,benign,benign 0,4,0,437,0.9999767441860465,2.325581395348837e-05,benign,benign 0,4,0,17,0.999594812480557,0.0004051875194429005,benign,benign 0,4,0,598,0.9999679515912148,3.204840878529807e-05,benign,benign 0,4,0,147,0.9910261441480119,0.00897385585198809,benign,benign 0,4,0,423,0.9938181596859377,0.006181840314062388,benign,benign 0,4,0,225,0.9999679515912148,3.204840878529807e-05,benign,benign 0,4,0,271,0.9991653253010698,0.0008346746989300799,benign,benign 0,4,0,583,1.0,0.0,benign,benign 0,4,0,337,0.999831615940894,0.00016838405910594485,benign,benign 0,4,0,656,0.9995671976745545,0.0004328023254455914,benign,benign 0,4,0,119,0.9977188291467118,0.0022811708532880877,benign,benign 0,4,0,579,0.999831615940894,0.00016838405910594485,benign,benign 0,4,0,459,0.9941162593264101,0.005883740673589866,benign,benign 0,4,0,363,0.6688546452186239,0.33114535478137597,benign,benign 0,4,0,6,0.7133628537788294,0.28663714622117037,benign,benign 0,4,0,76,0.9229187263038772,0.07708127369612289,benign,benign 0,4,0,26,0.9973383709702539,0.0026616290297461864,benign,benign 0,4,0,72,0.7290330878065832,0.2709669121934168,benign,benign 0,4,0,694,0.9910142365128412,0.008985763487158837,benign,benign 0,4,0,544,0.9851288495140001,0.014871150485999678,benign,benign 0,4,0,346,0.8590306510809452,0.14096934891905488,benign,benign 0,4,0,396,0.999831615940894,0.00016838405910594485,benign,benign 0,4,0,690,0.994007612473348,0.005992387526651965,benign,benign 0,4,0,182,0.9765959605315907,0.023404039468409264,benign,benign 0,4,0,438,0.960960039973482,0.03903996002651786,benign,benign 0,4,0,278,0.999831615940894,0.00016838405910594485,benign,benign 0,4,0,384,0.9999428571428571,5.714285714285714e-05,benign,benign 0,4,0,405,0.9999679515912148,3.204840878529807e-05,benign,benign 0,4,0,301,0.999831615940894,0.00016838405910594485,benign,benign 0,4,0,450,0.9349405281825348,0.06505947181746563,benign,benign 0,4,0,660,0.9999679515912148,3.204840878529807e-05,benign,benign 0,4,0,667,0.999831615940894,0.00016838405910594485,benign,benign 0,4,0,402,0.9426169039013702,0.05738309609863018,benign,benign 0,4,0,484,0.9990590971272231,0.0009409028727770178,benign,benign 0,4,0,204,0.999831615940894,0.00016838405910594485,benign,benign 0,4,0,557,0.9891123437050283,0.010887656294971348,benign,benign 0,4,0,370,0.9433638898566473,0.056636110143352694,benign,benign 0,4,0,234,0.7942243132933605,0.20577568670663926,benign,benign 0,4,0,207,0.9988023975183679,0.0011976024816319414,benign,benign 0,4,0,671,0.997330154295743,0.0026698457042569107,benign,benign 0,4,0,295,0.04031062485519889,0.9596893751448013,malignant,malignant 0,4,0,57,0.2529434557272793,0.7470565442727204,malignant,malignant 0,4,0,38,0.12064374063844656,0.8793562593615535,malignant,malignant 0,4,0,273,0.37786667297321075,0.6221333270267897,malignant,malignant 0,4,0,308,0.0456732029082029,0.954326797091797,malignant,malignant 0,4,0,23,0.2715552874307461,0.7284447125692538,malignant,malignant 0,4,0,67,0.2199545575597433,0.7800454424402565,malignant,malignant 0,4,0,247,0.23477633004997744,0.7652236699500228,malignant,malignant 0,4,0,698,0.08481098248157076,0.9151890175184298,malignant,malignant 0,4,0,68,0.051287974306395326,0.9487120256936048,malignant,malignant 0,4,0,282,0.15396454036159926,0.8460354596384014,malignant,malignant 0,4,0,381,0.029465063204769087,0.9705349367952313,malignant,malignant 0,4,0,187,0.009133141858141859,0.990866858141858,malignant,malignant 0,4,0,246,0.010602630702630702,0.9893973692973694,malignant,malignant 0,4,0,648,0.0402042780748663,0.9597957219251338,malignant,malignant 0,4,0,18,0.026688115289728184,0.9733118847102721,malignant,malignant 0,4,0,188,0.06641522823581644,0.933584771764184,malignant,malignant 0,4,0,49,0.0764354348266113,0.9235645651733891,malignant,malignant 0,4,0,669,0.0452432074461486,0.9547567925538518,malignant,malignant 0,4,0,605,0.018999528249528247,0.9810004717504719,malignant,malignant 0,4,0,366,0.005266666666666667,0.9947333333333332,malignant,malignant 0,4,0,32,0.02359000721500721,0.9764099927849927,malignant,malignant 0,4,0,98,0.0652939060939061,0.9347060939060942,malignant,malignant 0,4,0,569,0.035535269328372775,0.9644647306716275,malignant,malignant 0,5,0,535,0.9796194066676,0.020380593332400134,benign,benign 0,5,0,575,0.9976415916769238,0.002358408323076143,benign,benign 0,5,0,512,0.9999219543369402,7.804566305984523e-05,benign,benign 0,5,0,442,0.9903441896066896,0.009655810393310395,benign,benign 0,5,0,165,0.9987655115811078,0.001234488418892183,benign,benign 0,5,0,75,0.8989117291947951,0.10108827080520465,benign,benign 0,5,0,379,0.6917546197520437,0.30824538024795634,benign,benign 0,5,0,534,0.9998510479041917,0.00014895209580838322,benign,benign 0,5,0,158,0.9499291323676211,0.05007086763237908,benign,benign 0,5,0,431,0.8726733437391835,0.12732665626081613,benign,benign 0,5,0,118,0.9379592799977687,0.062040720002231445,benign,benign 0,5,0,524,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,169,1.0,0.0,benign,benign 0,5,0,501,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,245,0.9880047833484176,0.011995216651582399,benign,benign 0,5,0,16,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,478,0.9953016078091567,0.004698392190843444,benign,benign 0,5,0,498,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,90,0.9996271992121352,0.0003728007878649296,benign,benign 0,5,0,390,1.0,0.0,benign,benign 0,5,0,672,0.9996271992121352,0.0003728007878649296,benign,benign 0,5,0,372,0.9997981053648033,0.00020189463519670574,benign,benign 0,5,0,520,0.9944012080696968,0.0055987919303033895,benign,benign 0,5,0,31,0.9996271992121352,0.0003728007878649296,benign,benign 0,5,0,371,0.9965300930296379,0.0034699069703622086,benign,benign 0,5,0,454,0.9725211304240114,0.027478869575989027,benign,benign 0,5,0,499,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,684,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,676,0.9997981053648033,0.00020189463519670574,benign,benign 0,5,0,382,0.99440934698318,0.0055906530168201895,benign,benign 0,5,0,354,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,627,0.9725506903498097,0.0274493096501907,benign,benign 0,5,0,643,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,533,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,589,0.9999219543369402,7.804566305984523e-05,benign,benign 0,5,0,274,0.9993210671366635,0.0006789328633366276,benign,benign 0,5,0,331,0.8995316998284777,0.10046830017152221,benign,benign 0,5,0,96,0.999875,0.000125,benign,benign 0,5,0,241,0.9864076966144887,0.01359230338551124,benign,benign 0,5,0,303,0.9996271992121352,0.0003728007878649296,benign,benign 0,5,0,232,0.18455812619165882,0.8154418738083409,malignant,benign 0,5,0,418,0.8574634417188538,0.14253655828114656,benign,benign 0,5,0,411,0.9983427145708584,0.0016572854291417168,benign,benign 0,5,0,250,0.9976603131248372,0.0023396868751628585,benign,benign 0,5,0,140,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,632,0.9999760479041917,2.3952095808383234e-05,benign,benign 0,5,0,359,0.10838384034266389,0.8916161596573359,malignant,malignant 0,5,0,106,0.0673473546416641,0.9326526453583361,malignant,malignant 0,5,0,456,0.016242312915842324,0.9837576870841575,malignant,malignant 0,5,0,44,0.04462048675961719,0.955379513240383,malignant,malignant 0,5,0,329,0.04488225358981374,0.9551177464101861,malignant,malignant 0,5,0,53,0.03588912362147655,0.9641108763785232,malignant,malignant 0,5,0,86,0.20356775206107083,0.7964322479389297,malignant,malignant 0,5,0,73,0.0572454684204684,0.9427545315795317,malignant,malignant 0,5,0,400,0.0356209817959818,0.9643790182040183,malignant,malignant 0,5,0,681,0.013359218559218561,0.9866407814407818,malignant,malignant 0,5,0,697,0.14133457562912408,0.8586654243708759,malignant,malignant 0,5,0,453,0.0682157164730694,0.9317842835269308,malignant,malignant 0,5,0,440,0.0847884395618142,0.9152115604381856,malignant,malignant 0,5,0,229,0.008265318015318017,0.9917346819846818,malignant,malignant 0,5,0,487,0.012041106554264446,0.9879588934457357,malignant,malignant 0,5,0,85,0.10092864678894096,0.8990713532110594,malignant,malignant 0,5,0,222,0.935886708293713,0.06411329170628706,benign,malignant 0,5,0,519,0.07756355424094999,0.9224364457590503,malignant,malignant 0,5,0,304,0.11279467754467762,0.887205322455323,malignant,malignant 0,5,0,253,0.035610034410034394,0.9643899655899654,malignant,malignant 0,5,0,84,0.02696297313797314,0.973037026862027,malignant,malignant 0,5,0,255,0.1793079024833669,0.8206920975166332,malignant,malignant 0,5,0,184,0.02015797258297258,0.9798420274170275,malignant,malignant 0,5,0,326,0.42409988740302024,0.5759001125969795,malignant,malignant 0,6,0,552,0.9018588886102143,0.09814111138978562,benign,benign 0,6,0,141,0.9998801171986413,0.00011988280135879577,benign,benign 0,6,0,143,0.9034572306024791,0.09654276939752131,benign,benign 0,6,0,429,0.9998014847200088,0.00019851527999127443,benign,benign 0,6,0,587,0.9995404923717536,0.000459507628246531,benign,benign 0,6,0,621,0.5426889564829362,0.457311043517064,benign,benign 0,6,0,529,0.9798501386127804,0.02014986138721974,benign,benign 0,6,0,209,0.9877830638432535,0.012216936156746622,benign,benign 0,6,0,345,0.9999467838653079,5.321613469212912e-05,benign,benign 0,6,0,136,0.9990490465675707,0.0009509534324294267,benign,benign 0,6,0,599,0.9079872404863599,0.09201275951364031,benign,benign 0,6,0,368,0.9983724153959256,0.0016275846040743945,benign,benign 0,6,0,202,0.9998349677674575,0.00016503223254243611,benign,benign 0,6,0,693,0.9245475979978558,0.0754524020021443,benign,benign 0,6,0,373,0.9992618157380907,0.0007381842619093688,benign,benign 0,6,0,29,0.9983724153959256,0.0016275846040743945,benign,benign 0,6,0,388,0.9998321494621814,0.00016785053781858894,benign,benign 0,6,0,35,0.9998014847200088,0.00019851527999127443,benign,benign 0,6,0,13,0.9947657221381715,0.0052342778618286335,benign,benign 0,6,0,560,0.9989029915190636,0.001097008480936595,benign,benign 0,6,0,120,0.9995191794409194,0.00048082055908056653,benign,benign 0,6,0,194,0.9998349677674575,0.00016503223254243611,benign,benign 0,6,0,613,0.9871653676623342,0.012834632337665705,benign,benign 0,6,0,554,0.9999467838653079,5.321613469212912e-05,benign,benign 0,6,0,378,0.9124559022186238,0.08754409778137613,benign,benign 0,6,0,566,0.9995241710090154,0.00047582899098456933,benign,benign 0,6,0,130,0.9914487793499895,0.008551220650010702,benign,benign 0,6,0,355,0.9904364823812191,0.009563517618780777,benign,benign 0,6,0,244,0.9998349677674575,0.00016503223254243611,benign,benign 0,6,0,507,0.9557329271281753,0.04426707287182473,benign,benign 0,6,0,422,0.8712520115453222,0.12874798845467814,benign,benign 0,6,0,572,0.9998681513866754,0.00013184861332460776,benign,benign 0,6,0,125,0.9998681513866754,0.00013184861332460776,benign,benign 0,6,0,199,0.9998681513866754,0.00013184861332460776,benign,benign 0,6,0,265,0.8893784887840102,0.11062151121599023,benign,benign 0,6,0,11,0.9998014847200088,0.00019851527999127443,benign,benign 0,6,0,576,0.999446335566089,0.00055366443391128,benign,benign 0,6,0,243,0.7905886848678664,0.20941131513213357,benign,benign 0,6,0,474,0.9998237542258606,0.00017624577413967901,benign,benign 0,6,0,663,0.9978424290424099,0.0021575709575901597,benign,benign 0,6,0,108,0.9604242507492509,0.039575749250749234,benign,benign 0,6,0,192,0.999446335566089,0.00055366443391128,benign,benign 0,6,0,548,0.9992852607479024,0.0007147392520975995,benign,benign 0,6,0,553,0.5960216793641928,0.4039783206358068,benign,benign 0,6,0,445,0.9998801171986413,0.00011988280135879577,benign,benign 0,6,0,310,0.9964537584369875,0.0035462415630126633,benign,benign 0,6,0,87,0.04277622589828471,0.9572237741017156,malignant,malignant 0,6,0,25,0.449254187624776,0.5507458123752239,malignant,malignant 0,6,0,299,0.29078464755059186,0.7092153524494085,malignant,malignant 0,6,0,574,0.13050844841433085,0.869491551585669,malignant,malignant 0,6,0,56,0.12834419355154653,0.8716558064484539,malignant,malignant 0,6,0,272,0.2315012385876938,0.7684987614123066,malignant,malignant 0,6,0,59,0.28941731046731056,0.7105826895326898,malignant,malignant 0,6,0,186,0.07813139083139084,0.9218686091686094,malignant,malignant 0,6,0,190,0.010334432234432233,0.9896655677655679,malignant,malignant 0,6,0,122,0.005572655122655123,0.994427344877345,malignant,malignant 0,6,0,353,0.05485883724119018,0.9451411627588098,malignant,malignant 0,6,0,670,0.06175184815184814,0.9382481518481518,malignant,malignant 0,6,0,5,0.012461299811299812,0.9875387001887004,malignant,malignant 0,6,0,60,0.34558350768897267,0.6544164923110276,malignant,malignant 0,6,0,12,0.6276804827028611,0.3723195172971388,benign,malignant 0,6,0,356,0.6022116326174044,0.39778836738259554,benign,malignant 0,6,0,109,0.08494129432658841,0.9150587056734119,malignant,malignant 0,6,0,124,0.0935631691837575,0.9064368308162428,malignant,malignant 0,6,0,696,0.09131492837228132,0.9086850716277185,malignant,malignant 0,6,0,152,0.01840805583305583,0.981591944166944,malignant,malignant 0,6,0,173,0.0020334776334776333,0.9979665223665225,malignant,malignant 0,6,0,211,0.021736580086580085,0.9782634199134197,malignant,malignant 0,6,0,590,0.2335235573605141,0.7664764426394862,malignant,malignant 0,6,0,636,0.045763228438228436,0.9542367715617718,malignant,malignant 0,7,0,577,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,203,0.9988584511066997,0.00114154889330033,benign,benign 0,7,0,407,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,365,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,470,0.998259377263892,0.0017406227361079069,benign,benign 0,7,0,352,0.273158934728244,0.7268410652717563,malignant,benign 0,7,0,620,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,496,0.9993715086108059,0.0006284913891939512,benign,benign 0,7,0,332,0.9958871190921714,0.004112880907828621,benign,benign 0,7,0,508,0.9996690017325087,0.0003309982674912958,benign,benign 0,7,0,163,0.8382378171608683,0.16176218283913152,benign,benign 0,7,0,197,0.8755611670954426,0.12443883290455775,benign,benign 0,7,0,69,0.999654958710361,0.00034504128963900384,benign,benign 0,7,0,666,0.9321464037617503,0.06785359623824982,benign,benign 0,7,0,392,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,383,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,563,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,377,0.998259377263892,0.0017406227361079069,benign,benign 0,7,0,95,0.9998600869154892,0.00013991308451079875,benign,benign 0,7,0,655,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,674,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,625,0.8687823231201879,0.13121767687981248,benign,benign 0,7,0,80,0.8403473128178701,0.15965268718212958,benign,benign 0,7,0,315,0.1641928338001868,0.8358071661998131,malignant,benign 0,7,0,220,0.9989856563885615,0.0010143436114385508,benign,benign 0,7,0,22,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,196,0.026966938290467708,0.9730330617095324,malignant,benign 0,7,0,7,0.9998600869154892,0.00013991308451079875,benign,benign 0,7,0,410,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,0,0.9988584511066997,0.00114154889330033,benign,benign 0,7,0,486,0.998259377263892,0.0017406227361079069,benign,benign 0,7,0,170,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,401,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,375,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,47,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,505,0.9902145758756391,0.009785424124360955,benign,benign 0,7,0,652,0.9982820553455624,0.0017179446544376825,benign,benign 0,7,0,417,0.9999893617021277,1.0638297872340426e-05,benign,benign 0,7,0,650,0.9126824158391863,0.0873175841608139,benign,benign 0,7,0,480,0.9921653622054006,0.007834637794599341,benign,benign 0,7,0,70,0.9931873893719705,0.006812610628029612,benign,benign 0,7,0,477,0.9997230489924384,0.00027695100756168294,benign,benign 0,7,0,675,0.9381313716443614,0.06186862835563836,benign,benign 0,7,0,646,0.9999248455730954,7.515442690459848e-05,benign,benign 0,7,0,689,0.8523678128261668,0.14763218717383297,benign,benign 0,7,0,555,0.7292350259754806,0.2707649740245193,benign,benign 0,7,0,238,0.017593657867187276,0.9824063421328126,malignant,malignant 0,7,0,167,0.10713208022913911,0.8928679197708613,malignant,malignant 0,7,0,239,0.09501956344309287,0.9049804365569069,malignant,malignant 0,7,0,210,0.0002857142857142857,0.9997142857142858,malignant,malignant 0,7,0,568,0.1268389653260397,0.8731610346739606,malignant,malignant 0,7,0,581,0.020440660646543,0.9795593393534572,malignant,malignant 0,7,0,571,0.006465173715173714,0.9935348262848263,malignant,malignant 0,7,0,284,0.078741663473444,0.9212583365265564,malignant,malignant 0,7,0,266,0.04451330058830058,0.9554866994116996,malignant,malignant 0,7,0,479,0.019663053613053608,0.9803369463869465,malignant,malignant 0,7,0,361,0.1126226624327648,0.8873773375672352,malignant,malignant 0,7,0,489,0.6633844931294368,0.33661550687056296,benign,malignant 0,7,0,236,0.010119086469086467,0.9898809135309137,malignant,malignant 0,7,0,455,0.5984445983754807,0.40155540162451947,benign,malignant 0,7,0,523,0.025055894105894108,0.974944105894106,malignant,malignant 0,7,0,149,0.004060457516339869,0.9959395424836601,malignant,malignant 0,7,0,546,0.027934792984792983,0.9720652070152072,malignant,malignant 0,7,0,15,0.2343868778881936,0.765613122111807,malignant,malignant 0,7,0,21,0.025889654789654788,0.9741103452103453,malignant,malignant 0,7,0,71,0.20674568385862502,0.7932543161413749,malignant,malignant 0,7,0,221,0.029672321795851192,0.9703276782041487,malignant,malignant 0,7,0,349,0.2712890216177684,0.7287109783822314,malignant,malignant 0,7,0,483,0.0063341713841713835,0.9936658286158286,malignant,malignant 0,7,0,466,0.016851934176934175,0.9831480658230658,malignant,malignant 0,8,0,81,0.9984008191737546,0.0015991808262453564,benign,benign 0,8,0,518,0.9992658068575024,0.0007341931424976407,benign,benign 0,8,0,685,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,30,0.9984630989342219,0.001536901065778025,benign,benign 0,8,0,662,0.998686358528054,0.00131364147194597,benign,benign 0,8,0,452,0.9932200627228892,0.006779937277110694,benign,benign 0,8,0,276,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,502,0.9984008191737546,0.0015991808262453564,benign,benign 0,8,0,600,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,531,0.9977856457491717,0.00221435425082812,benign,benign 0,8,0,580,0.9994516222518282,0.0005483777481719189,benign,benign 0,8,0,127,0.9999761304322327,2.3869567767286373e-05,benign,benign 0,8,0,395,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,34,0.9998551485502922,0.0001448514497076721,benign,benign 0,8,0,448,0.9995079993718506,0.0004920006281493925,benign,benign 0,8,0,596,0.9997089205675739,0.0002910794324261832,benign,benign 0,8,0,472,0.9779052425411556,0.022094757458844233,benign,benign 0,8,0,135,0.9171428345278296,0.08285716547217048,benign,benign 0,8,0,631,0.9995223087367967,0.0004776912632032133,benign,benign 0,8,0,252,0.12532418059492362,0.8746758194050765,malignant,benign 0,8,0,78,0.9924055010616033,0.007594498938396658,benign,benign 0,8,0,682,0.998621657076258,0.0013783429237418795,benign,benign 0,8,0,342,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,640,0.9854536786201179,0.014546321379881943,benign,benign 0,8,0,162,0.9999761304322327,2.3869567767286373e-05,benign,benign 0,8,0,644,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,319,0.21879596345683297,0.7812040365431671,malignant,benign 0,8,0,673,0.9350291041284221,0.06497089587157803,benign,benign 0,8,0,83,0.8504749417249418,0.1495250582750583,benign,benign 0,8,0,609,0.9997805815374424,0.00021941846255753135,benign,benign 0,8,0,24,0.9999761304322327,2.3869567767286373e-05,benign,benign 0,8,0,653,0.9997796070525424,0.0002203929474574777,benign,benign 0,8,0,497,0.9980578597846044,0.0019421402153956939,benign,benign 0,8,0,607,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,114,0.9330129223216607,0.06698707767833949,benign,benign 0,8,0,369,0.9978484754857749,0.002151524514225002,benign,benign 0,8,0,661,0.9998410892725492,0.00015891072745083097,benign,benign 0,8,0,216,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,683,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,490,0.999993079584775,6.920415224913495e-06,benign,benign 0,8,0,145,0.9804418530335484,0.01955814696645146,benign,benign 0,8,0,133,1.0,0.0,benign,benign 0,8,0,584,0.8697421923263313,0.13025780767366907,benign,benign 0,8,0,602,0.9997796070525424,0.0002203929474574777,benign,benign 0,8,0,677,0.9997805815374424,0.00021941846255753135,benign,benign 0,8,0,506,0.02944923964923965,0.9705507603507607,malignant,malignant 0,8,0,179,0.43077705640158565,0.5692229435984143,malignant,malignant 0,8,0,117,0.017308674658674666,0.9826913253413253,malignant,malignant 0,8,0,283,0.10194841836336448,0.8980515816366356,malignant,malignant 0,8,0,104,0.03118185703185702,0.9688181429681428,malignant,malignant 0,8,0,263,0.04226784963402609,0.9577321503659739,malignant,malignant 0,8,0,482,0.005954440004440004,0.9940455599955602,malignant,malignant 0,8,0,416,0.06321322559793147,0.9367867744020686,malignant,malignant 0,8,0,522,0.07974505037446207,0.9202549496255379,malignant,malignant 0,8,0,603,0.18353032082296797,0.816469679177032,malignant,malignant 0,8,0,427,0.08493570612394144,0.9150642938760586,malignant,malignant 0,8,0,101,0.4416515843924854,0.5583484156075148,malignant,malignant 0,8,0,230,0.0698335763909293,0.9301664236090706,malignant,malignant 0,8,0,425,0.004155230880230881,0.9958447691197692,malignant,malignant 0,8,0,39,0.19322579566975862,0.8067742043302418,malignant,malignant 0,8,0,691,0.13133797836150787,0.868662021638493,malignant,malignant 0,8,0,316,0.16033606470928452,0.8396639352907155,malignant,malignant 0,8,0,330,0.12927241391030117,0.8707275860896989,malignant,malignant 0,8,0,360,0.0009285714285714286,0.9990714285714287,malignant,malignant 0,8,0,107,0.10117011266511264,0.8988298873348876,malignant,malignant 0,8,0,412,0.02823569763569763,0.9717643023643026,malignant,malignant 0,8,0,65,0.3409544666118196,0.6590455333881812,malignant,malignant 0,8,0,214,0.008357306582306582,0.9916426934176934,malignant,malignant 0,8,0,146,0.2660930623453179,0.7339069376546817,malignant,malignant 0,8,0,320,0.03978850397968045,0.9602114960203199,malignant,malignant 0,9,0,37,0.7892661953897236,0.210733804610276,benign,benign 0,9,0,397,0.999860062645748,0.00013993735425204564,benign,benign 0,9,0,619,0.9991964751285283,0.0008035248714717956,benign,benign 0,9,0,408,0.9495666281452393,0.05043337185476088,benign,benign 0,9,0,347,0.9535694412210021,0.046430558778997634,benign,benign 0,9,0,1,0.27315731835759727,0.7268426816424027,malignant,benign 0,9,0,212,0.9998085131112743,0.00019148688872580678,benign,benign 0,9,0,406,0.9977134478590329,0.0022865521409672226,benign,benign 0,9,0,3,0.17755206307046442,0.8224479369295353,malignant,benign 0,9,0,45,0.9335607095071382,0.06643929049286161,benign,benign 0,9,0,460,0.9916293381413908,0.008370661858609253,benign,benign 0,9,0,189,0.9685652834118409,0.031434716588158905,benign,benign 0,9,0,446,0.9999717057820899,2.8294217910056377e-05,benign,benign 0,9,0,692,0.9999717057820899,2.8294217910056377e-05,benign,benign 0,9,0,679,0.9998883724487565,0.0001116275512433897,benign,benign 0,9,0,541,0.9999717057820899,2.8294217910056377e-05,benign,benign 0,9,0,597,0.9763346896911426,0.023665310308857764,benign,benign 0,9,0,543,0.9995945529803587,0.00040544701964140815,benign,benign 0,9,0,129,0.8629166469922482,0.13708335300775149,benign,benign 0,9,0,297,0.5955444367723781,0.404455563227622,benign,benign 0,9,0,458,0.9994608225108227,0.0005391774891774892,benign,benign 0,9,0,28,0.9997475793366551,0.0002524206633447704,benign,benign 0,9,0,637,0.8624520144245978,0.1375479855754022,benign,benign 0,9,0,558,0.9997475793366551,0.0002524206633447704,benign,benign 0,9,0,617,0.9849964135570966,0.015003586442903406,benign,benign 0,9,0,492,0.9848152525263572,0.015184747473642984,benign,benign 0,9,0,504,0.9999717057820899,2.8294217910056377e-05,benign,benign 0,9,0,309,0.7926801394435381,0.20731986055646215,benign,benign 0,9,0,551,0.9998085131112743,0.00019148688872580678,benign,benign 0,9,0,306,0.9998085131112743,0.00019148688872580678,benign,benign 0,9,0,280,0.9998085131112743,0.00019148688872580678,benign,benign 0,9,0,364,0.9997251797779408,0.00027482022205914007,benign,benign 0,9,0,374,0.9997742930759904,0.0002257069240096719,benign,benign 0,9,0,630,0.9470111331751037,0.05298886682489622,benign,benign 0,9,0,110,0.6672273027110486,0.33277269728895115,benign,benign 0,9,0,510,0.9999717057820899,2.8294217910056377e-05,benign,benign 0,9,0,509,0.9998883724487565,0.0001116275512433897,benign,benign 0,9,0,193,0.9998085131112743,0.00019148688872580678,benign,benign 0,9,0,444,0.8801172590110246,0.11988274098897493,benign,benign 0,9,0,134,0.994083399200324,0.005916600799675937,benign,benign 0,9,0,413,0.9993547314685373,0.0006452685314630396,benign,benign 0,9,0,33,0.9996343996360969,0.00036560036390311174,benign,benign 0,9,0,294,0.9929851734242493,0.007014826575750683,benign,benign 0,9,0,102,0.9995959465752695,0.0004040534247306915,benign,benign 0,9,0,314,0.999128668493043,0.0008713315069567398,benign,benign 0,9,0,200,0.01457570762570763,0.9854242923742924,malignant,malignant 0,9,0,570,0.08325854925088672,0.9167414507491135,malignant,malignant 0,9,0,514,0.03596138306138305,0.9640386169386173,malignant,malignant 0,9,0,142,0.06767253579753581,0.932327464202464,malignant,malignant 0,9,0,586,0.0029816683316683315,0.9970183316683319,malignant,malignant 0,9,0,588,0.11719241331690623,0.882807586683094,malignant,malignant 0,9,0,515,0.05705712343212343,0.9429428765678768,malignant,malignant 0,9,0,592,0.15211794795847428,0.8478820520415253,malignant,malignant 0,9,0,226,0.008679634254634253,0.9913203657453658,malignant,malignant 0,9,0,604,0.2717586972189604,0.7282413027810399,malignant,malignant 0,9,0,105,0.3682558945023232,0.6317441054976767,malignant,malignant 0,9,0,264,0.05051149177619764,0.9494885082238025,malignant,malignant 0,9,0,231,0.04818455572205572,0.9518154442779443,malignant,malignant 0,9,0,43,0.3483223164421035,0.6516776835578963,malignant,malignant 0,9,0,449,0.013339325489325485,0.9866606745106747,malignant,malignant 0,9,0,491,0.08619024889206381,0.9138097511079365,malignant,malignant 0,9,0,74,0.19380597452656287,0.8061940254734369,malignant,malignant 0,9,0,367,0.004292135642135642,0.9957078643578645,malignant,malignant 0,9,0,467,0.06088648712398711,0.9391135128760131,malignant,malignant 0,9,0,62,0.08600782352252948,0.913992176477471,malignant,malignant 0,9,0,58,0.3361954753523127,0.663804524647688,malignant,malignant 0,9,0,333,0.09816364781732433,0.9018363521826761,malignant,malignant 0,9,0,126,0.02435523643023643,0.9756447635697643,malignant,malignant 0,9,0,549,0.09046147361410518,0.909538526385895,malignant,malignant