% Python_3.7.1.
% Sklearn_0.21.2.
% NumPy_1.18.1.
% SciPy_1.2.1.
% Tue Aug 11 15:18:40 2020
% Created by run_task()
@RELATION openml_task_15_predictions

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

@DATA
0,0,0,665,0.9968157909439173,0.0031842090560826723,benign,benign
0,0,0,447,0.9842952166647536,0.015704783335246348,benign,benign
0,0,0,593,0.9784538272907464,0.02154617270925363,benign,benign
0,0,0,8,0.9821438931783667,0.017856106821633314,benign,benign
0,0,0,148,0.7347841470054465,0.26521585299455347,benign,benign
0,0,0,180,0.9951500602354508,0.0048499397645491845,benign,benign
0,0,0,415,0.8677811810041328,0.13221881899586718,benign,benign
0,0,0,500,0.9541360856909421,0.04586391430905801,benign,benign
0,0,0,131,0.9911048367541587,0.008895163245841333,benign,benign
0,0,0,156,0.9939116315400275,0.006088368459972624,benign,benign
0,0,0,545,0.9783313554754921,0.021668644524507882,benign,benign
0,0,0,595,0.9783313554754921,0.021668644524507882,benign,benign
0,0,0,259,0.12209035240595124,0.8779096475940488,malignant,benign
0,0,0,433,0.9881179514121391,0.011882048587860952,benign,benign
0,0,0,426,0.9279023051453115,0.0720976948546884,benign,benign
0,0,0,322,0.9867749854636654,0.013225014536334567,benign,benign
0,0,0,616,0.9904782575857535,0.009521742414246524,benign,benign
0,0,0,219,0.918982140546513,0.0810178594534868,benign,benign
0,0,0,618,0.9857035869962044,0.01429641300379554,benign,benign
0,0,0,287,0.9879783745247358,0.012021625475264131,benign,benign
0,0,0,528,0.951001245310322,0.048998754689678,benign,benign
0,0,0,649,0.9904782575857535,0.009521742414246524,benign,benign
0,0,0,538,0.9857035869962044,0.01429641300379554,benign,benign
0,0,0,343,0.9968157909439173,0.0031842090560826723,benign,benign
0,0,0,48,0.9759210321195063,0.024078967880493646,benign,benign
0,0,0,695,0.9953369989072726,0.004663001092727482,benign,benign
0,0,0,441,0.919866083698145,0.08013391630185496,benign,benign
0,0,0,393,0.9974310844933906,0.0025689155066093076,benign,benign
0,0,0,275,0.9818913595050993,0.018108640494900675,benign,benign
0,0,0,464,0.989631850243392,0.01036814975660806,benign,benign
0,0,0,290,0.9968157909439173,0.0031842090560826723,benign,benign
0,0,0,687,0.9866310974402768,0.013368902559723247,benign,benign
0,0,0,542,0.9839212417892906,0.01607875821070932,benign,benign
0,0,0,376,0.9956306367868715,0.004369363213128671,benign,benign
0,0,0,462,0.9712938616950106,0.028706138304989307,benign,benign
0,0,0,97,0.9699004336817854,0.03009956631821457,benign,benign
0,0,0,94,0.9911048367541587,0.008895163245841333,benign,benign
0,0,0,77,0.9756384450090463,0.024361554990953625,benign,benign
0,0,0,27,0.9783313554754921,0.021668644524507882,benign,benign
0,0,0,256,0.9930860440270181,0.006913955972981928,benign,benign
0,0,0,277,0.9956306367868715,0.004369363213128671,benign,benign
0,0,0,138,0.9803211743835174,0.019678825616482574,benign,benign
0,0,0,562,0.9939467077896386,0.006053292210361488,benign,benign
0,0,0,242,0.9911048367541587,0.008895163245841333,benign,benign
0,0,0,64,0.9956306367868715,0.004369363213128671,benign,benign
0,0,0,624,0.9809668257287565,0.019033174271243455,benign,benign
0,0,0,334,0.02133662691721708,0.9786633730827827,malignant,malignant
0,0,0,414,0.011120910170695884,0.9888790898293041,malignant,malignant
0,0,0,54,0.0052139753037846875,0.9947860246962152,malignant,malignant
0,0,0,339,0.042993518468374015,0.9570064815316259,malignant,malignant
0,0,0,357,2.3021770110905153e-07,0.9999997697822988,malignant,malignant
0,0,0,123,0.032267164707967075,0.9677328352920328,malignant,malignant
0,0,0,292,0.12159097072794095,0.8784090292720591,malignant,malignant
0,0,0,50,0.11500193270607588,0.8849980672939242,malignant,malignant
0,0,0,160,0.0027279781455229685,0.9972720218544769,malignant,malignant
0,0,0,215,0.016559591968643466,0.9834404080313566,malignant,malignant
0,0,0,213,6.467082699492128e-07,0.9999993532917301,malignant,malignant
0,0,0,293,0.04719061026097892,0.9528093897390211,malignant,malignant
0,0,0,41,0.10293870267126408,0.8970612973287361,malignant,malignant
0,0,0,488,0.7341304057500055,0.26586959424999435,benign,malignant
0,0,0,668,0.18679052090950082,0.8132094790904995,malignant,malignant
0,0,0,530,0.014637003271669639,0.9853629967283302,malignant,malignant
0,0,0,46,0.0834509347756532,0.9165490652243469,malignant,malignant
0,0,0,223,0.02823278312028718,0.9717672168797126,malignant,malignant
0,0,0,227,0.019328070959005073,0.9806719290409949,malignant,malignant
0,0,0,680,9.48337709528555e-08,0.999999905166229,malignant,malignant
0,0,0,63,0.48199652795969494,0.5180034720403052,malignant,malignant
0,0,0,128,0.0313617850644995,0.9686382149355006,malignant,malignant
0,0,0,493,0.005718195310462162,0.9942818046895379,malignant,malignant
0,0,0,285,5.964941429987643e-07,0.999999403505857,malignant,malignant
0,1,0,561,0.9764061458860743,0.023593854113925755,benign,benign
0,1,0,521,0.9924279136356764,0.007572086364323759,benign,benign
0,1,0,419,0.9963834503288662,0.0036165496711337633,benign,benign
0,1,0,485,0.9950073750725175,0.00499262492748265,benign,benign
0,1,0,647,0.9975222479460979,0.0024777520539021485,benign,benign
0,1,0,82,0.9753867006881137,0.02461329931188625,benign,benign
0,1,0,527,0.9856150767882175,0.014384923211782473,benign,benign
0,1,0,324,0.9965699890252353,0.003430010974764727,benign,benign
0,1,0,157,0.9945247804890689,0.005475219510931192,benign,benign
0,1,0,389,0.969242096627929,0.03075790337207094,benign,benign
0,1,0,176,0.9945247804890689,0.005475219510931192,benign,benign
0,1,0,434,0.037038574232090365,0.9629614257679094,malignant,benign
0,1,0,556,0.9714157141606231,0.0285842858393769,benign,benign
0,1,0,495,0.9940800101285008,0.0059199898714991555,benign,benign
0,1,0,172,0.9975850839147857,0.002414916085214194,benign,benign
0,1,0,181,0.9982853774558956,0.001714622544104402,benign,benign
0,1,0,313,0.9982853774558956,0.001714622544104402,benign,benign
0,1,0,2,0.9870949817583329,0.012905018241667116,benign,benign
0,1,0,185,0.9947813890145172,0.005218610985482809,benign,benign
0,1,0,198,0.9982853774558956,0.001714622544104402,benign,benign
0,1,0,503,0.9856150767882175,0.014384923211782473,benign,benign
0,1,0,88,0.9856150767882175,0.014384923211782473,benign,benign
0,1,0,61,0.9964793994960313,0.003520600503968667,benign,benign
0,1,0,430,0.9968113215430986,0.003188678456901384,benign,benign
0,1,0,66,0.9856150767882175,0.014384923211782473,benign,benign
0,1,0,651,0.9963392196217973,0.0036607803782027683,benign,benign
0,1,0,154,0.9982853774558956,0.001714622544104402,benign,benign
0,1,0,153,0.9847411141279727,0.015258885872027287,benign,benign
0,1,0,532,0.9967248743228444,0.003275125677155645,benign,benign
0,1,0,639,0.983544123296395,0.016455876703605123,benign,benign
0,1,0,573,0.9975850839147857,0.002414916085214194,benign,benign
0,1,0,420,0.958874296914742,0.04112570308525782,benign,benign
0,1,0,9,0.9894584729167379,0.010541527083261979,benign,benign
0,1,0,321,0.9911659787981946,0.008834021201805523,benign,benign
0,1,0,258,0.9911659787981946,0.008834021201805523,benign,benign
0,1,0,4,0.9798302708390018,0.02016972916099835,benign,benign
0,1,0,19,0.9611387534078144,0.03886124659218559,benign,benign
0,1,0,217,0.9965699890252353,0.003430010974764727,benign,benign
0,1,0,362,0.9769122074508954,0.02308779254910471,benign,benign
0,1,0,475,0.9956007844034335,0.004399215596566479,benign,benign
0,1,0,476,0.989451380598932,0.010548619401067884,benign,benign
0,1,0,686,0.9982853774558956,0.001714622544104402,benign,benign
0,1,0,307,0.9965699890252353,0.003430010974764727,benign,benign
0,1,0,659,0.9982853774558956,0.001714622544104402,benign,benign
0,1,0,40,0.0473781704537982,0.9526218295462019,malignant,benign
0,1,0,409,0.9908180749603562,0.009181925039643893,benign,benign
0,1,0,305,1.797382018253392e-05,0.9999820261798176,malignant,malignant
0,1,0,267,0.11908325273432382,0.8809167472656761,malignant,malignant
0,1,0,565,3.3188680792892653e-07,0.9999996681131921,malignant,malignant
0,1,0,340,0.005634441025893964,0.9943655589741061,malignant,malignant
0,1,0,268,6.898835679171129e-07,0.9999993101164321,malignant,malignant
0,1,0,633,0.06778956274238712,0.9322104372576128,malignant,malignant
0,1,0,175,0.008720395051945504,0.9912796049480546,malignant,malignant
0,1,0,260,1.3400384346022126e-06,0.9999986599615655,malignant,malignant
0,1,0,218,0.006985444646751037,0.9930145553532492,malignant,malignant
0,1,0,312,0.16307612638869268,0.8369238736113074,malignant,malignant
0,1,0,328,0.1707396776515604,0.8292603223484396,malignant,malignant
0,1,0,224,1.5209651185816791e-06,0.9999984790348814,malignant,malignant
0,1,0,112,1.0585536206660471e-05,0.9999894144637933,malignant,malignant
0,1,0,302,3.0477416391794984e-09,0.9999999969522584,malignant,malignant
0,1,0,55,0.029574449277293975,0.9704255507227061,malignant,malignant
0,1,0,151,0.019261102806546058,0.980738897193454,malignant,malignant
0,1,0,166,0.006239075655183694,0.9937609243448163,malignant,malignant
0,1,0,20,0.01021356107112974,0.9897864389288704,malignant,malignant
0,1,0,205,3.337409106342625e-07,0.9999996662590893,malignant,malignant
0,1,0,103,0.2567343773607091,0.7432656226392907,malignant,malignant
0,1,0,289,0.004389924803868608,0.9956100751961314,malignant,malignant
0,1,0,582,0.007598937292123806,0.9924010627078762,malignant,malignant
0,1,0,457,1.0974767460170817e-05,0.9999890252325399,malignant,malignant
0,1,0,594,0.03953466844894677,0.9604653315510533,malignant,malignant
0,2,0,269,0.996400285728647,0.003599714271352952,benign,benign
0,2,0,168,0.9899758135806436,0.010024186419356379,benign,benign
0,2,0,559,0.9790677855779315,0.02093221442206845,benign,benign
0,2,0,195,0.9829176574649559,0.01708234253504411,benign,benign
0,2,0,79,0.9953616958837423,0.004638304116257634,benign,benign
0,2,0,517,0.9975956322567573,0.002404367743242784,benign,benign
0,2,0,615,0.9779181259355064,0.022081874064493533,benign,benign
0,2,0,338,0.9975956322567573,0.002404367743242784,benign,benign
0,2,0,511,0.9790677855779315,0.02093221442206845,benign,benign
0,2,0,404,0.9971555685428063,0.0028444314571937804,benign,benign
0,2,0,403,0.9841909426544415,0.015809057345558514,benign,benign
0,2,0,547,0.9971327393582202,0.0028672606417798,benign,benign
0,2,0,540,0.9697779721698633,0.030222027830136663,benign,benign
0,2,0,516,0.9982562233848217,0.0017437766151783927,benign,benign
0,2,0,623,0.998146932651852,0.0018530673481480374,benign,benign
0,2,0,451,0.984953974499621,0.015046025500379184,benign,benign
0,2,0,606,0.9903040690290403,0.009695930970959584,benign,benign
0,2,0,439,0.984953974499621,0.015046025500379184,benign,benign
0,2,0,350,0.9814464103221905,0.018553589677809512,benign,benign
0,2,0,257,0.9928732426458754,0.007126757354124558,benign,benign
0,2,0,578,0.9974351397585066,0.0025648602414934897,benign,benign
0,2,0,614,0.9960390388730989,0.003960961126901267,benign,benign
0,2,0,642,0.9928732426458754,0.007126757354124558,benign,benign
0,2,0,567,0.9744462956790751,0.02555370432092489,benign,benign
0,2,0,468,0.9912691382034204,0.008730861796579607,benign,benign
0,2,0,178,0.9829176574649559,0.01708234253504411,benign,benign
0,2,0,394,0.9950947142011132,0.004905285798886868,benign,benign
0,2,0,92,0.9829176574649559,0.01708234253504411,benign,benign
0,2,0,137,0.9948690438931905,0.005130956106809304,benign,benign
0,2,0,240,0.9207576541622129,0.07924234583778715,benign,benign
0,2,0,424,0.9948690438931905,0.005130956106809304,benign,benign
0,2,0,526,0.9912691382034204,0.008730861796579607,benign,benign
0,2,0,463,0.9901141852283507,0.009885814771649284,benign,benign
0,2,0,688,0.9912691382034204,0.008730861796579607,benign,benign
0,2,0,461,0.9768332508803108,0.023166749119689113,benign,benign
0,2,0,139,0.9975956322567573,0.002404367743242784,benign,benign
0,2,0,678,0.998146932651852,0.0018530673481480374,benign,benign
0,2,0,622,0.9054869434431134,0.0945130565568866,benign,benign
0,2,0,171,0.996400285728647,0.003599714271352952,benign,benign
0,2,0,629,0.9912691382034204,0.008730861796579607,benign,benign
0,2,0,93,0.9974351397585066,0.0025648602414934897,benign,benign
0,2,0,380,0.998146932651852,0.0018530673481480374,benign,benign
0,2,0,208,0.9966382276382626,0.0033617723617374745,benign,benign
0,2,0,564,0.9806922599057223,0.019307740094277704,benign,benign
0,2,0,281,0.9933587065379792,0.006641293462020673,benign,benign
0,2,0,525,0.9942753478430233,0.005724652156976798,benign,benign
0,2,0,100,0.017133558251617838,0.9828664417483823,malignant,malignant
0,2,0,344,3.9263166112932905e-06,0.9999960736833887,malignant,malignant
0,2,0,608,2.909673045475691e-06,0.9999970903269545,malignant,malignant
0,2,0,288,0.24578714930182796,0.7542128506981721,malignant,malignant
0,2,0,42,1.4492773039319412e-05,0.9999855072269607,malignant,malignant
0,2,0,658,0.002879596299693134,0.9971204037003069,malignant,malignant
0,2,0,111,0.06347835593997751,0.9365216440600225,malignant,malignant
0,2,0,348,0.8494769754825794,0.15052302451742042,benign,malignant
0,2,0,237,0.012096648433022487,0.9879033515669775,malignant,malignant
0,2,0,358,0.0259328618736016,0.9740671381263982,malignant,malignant
0,2,0,391,4.842233146916967e-06,0.9999951577668531,malignant,malignant
0,2,0,435,0.0032735026701841245,0.996726497329816,malignant,malignant
0,2,0,191,5.2163406112192405e-06,0.9999947836593888,malignant,malignant
0,2,0,336,0.04961297972680297,0.9503870202731971,malignant,malignant
0,2,0,51,0.7384837932473592,0.2615162067526407,benign,malignant
0,2,0,14,1.914209408492192e-05,0.999980857905915,malignant,malignant
0,2,0,174,0.015083451647024487,0.9849165483529754,malignant,malignant
0,2,0,421,2.1722094684534515e-07,0.9999997827790532,malignant,malignant
0,2,0,262,1.1561731692397516e-05,0.9999884382683076,malignant,malignant
0,2,0,99,4.780885451547038e-06,0.9999952191145485,malignant,malignant
0,2,0,270,0.01108736321538305,0.988912636784617,malignant,malignant
0,2,0,132,0.007882689986305301,0.9921173100136947,malignant,malignant
0,2,0,251,0.003162562796945672,0.9968374372030542,malignant,malignant
0,2,0,233,0.008028876900640202,0.9919711230993598,malignant,malignant
0,3,0,654,0.9880269793058126,0.011973020694187488,benign,benign
0,3,0,657,0.5,0.5,malignant,benign
0,3,0,645,0.991269497539509,0.008730502460491105,benign,benign
0,3,0,248,0.9519450039253516,0.048054996074648415,benign,benign
0,3,0,296,0.2847366840315453,0.7152633159684546,malignant,benign
0,3,0,494,0.5521553798836594,0.44784462011634063,malignant,benign
0,3,0,164,0.9716930141982985,0.028306985801701344,benign,benign
0,3,0,638,0.9902208053179056,0.009779194682094386,benign,benign
0,3,0,121,0.97386367550314,0.026136324496859976,benign,benign
0,3,0,432,0.9751064823304918,0.02489351766950836,benign,benign
0,3,0,471,0.9676604980298886,0.0323395019701115,benign,benign
0,3,0,249,0.9880269793058126,0.011973020694187488,benign,benign
0,3,0,387,0.9160996863068771,0.08390031369312279,benign,benign
0,3,0,399,0.9938592606633355,0.0061407393366645895,benign,benign
0,3,0,351,0.9921307660680032,0.007869233931996686,benign,benign
0,3,0,469,0.9943838961242829,0.005616103875717262,benign,benign
0,3,0,481,0.9621247323692153,0.037875267630784776,benign,benign
0,3,0,327,0.996182306991608,0.003817693008392048,benign,benign
0,3,0,235,0.9620233937872642,0.03797660621273588,benign,benign
0,3,0,634,0.9936060612295062,0.006393938770493707,benign,benign
0,3,0,550,0.991269497539509,0.008730502460491105,benign,benign
0,3,0,601,0.9969036298196607,0.0030963701803394016,benign,benign
0,3,0,473,0.9902208053179056,0.009779194682094386,benign,benign
0,3,0,398,0.9892615669209353,0.010738433079064743,benign,benign
0,3,0,89,0.9914782351221115,0.008521764877888423,benign,benign
0,3,0,311,0.9971920807168889,0.0028079192831111186,benign,benign
0,3,0,385,0.9695576800510654,0.030442319948934638,benign,benign
0,3,0,536,0.9716930141982985,0.028306985801701344,benign,benign
0,3,0,335,0.9971920807168889,0.0028079192831111186,benign,benign
0,3,0,318,0.9896508987730258,0.01034910122697413,benign,benign
0,3,0,144,0.9942539565099534,0.005746043490046586,benign,benign
0,3,0,539,0.9680538112773542,0.0319461887226458,benign,benign
0,3,0,537,0.9585085628340417,0.04149143716595842,benign,benign
0,3,0,628,0.9957834640549909,0.004216535945009126,benign,benign
0,3,0,325,0.9809891667045465,0.01901083329545343,benign,benign
0,3,0,91,0.9923744194689289,0.0076255805310709015,benign,benign
0,3,0,161,0.9778715614066067,0.022128438593393238,benign,benign
0,3,0,291,0.9947808675011329,0.005219132498867028,benign,benign
0,3,0,664,0.9876058859534469,0.012394114046553072,benign,benign
0,3,0,150,0.9957725983605542,0.0042274016394458725,benign,benign
0,3,0,443,0.9960707948242324,0.003929205175767491,benign,benign
0,3,0,116,0.7197302913275792,0.2802697086724209,benign,benign
0,3,0,513,0.9929408584592424,0.00705914154075766,benign,benign
0,3,0,428,0.996182306991608,0.003817693008392048,benign,benign
0,3,0,115,0.9892228750229058,0.010777124977094063,benign,benign
0,3,0,10,0.9957725983605542,0.0042274016394458725,benign,benign
0,3,0,201,5.503187673860907e-06,0.9999944968123261,malignant,malignant
0,3,0,52,0.016642822296272907,0.9833571777037271,malignant,malignant
0,3,0,386,0.034994498449350375,0.9650055015506496,malignant,malignant
0,3,0,436,0.054940305430200835,0.9450596945697992,malignant,malignant
0,3,0,177,0.045330317961507625,0.9546696820384923,malignant,malignant
0,3,0,155,0.1548468771935855,0.8451531228064145,malignant,malignant
0,3,0,317,0.007708314391414785,0.9922916856085852,malignant,malignant
0,3,0,113,8.564035052034485e-06,0.999991435964948,malignant,malignant
0,3,0,611,0.033238348295135035,0.9667616517048649,malignant,malignant
0,3,0,300,0.006469700886059668,0.9935302991139405,malignant,malignant
0,3,0,465,0.0033887592425800965,0.9966112407574199,malignant,malignant
0,3,0,183,0.007801854578247154,0.9921981454217527,malignant,malignant
0,3,0,626,0.030895419066580807,0.969104580933419,malignant,malignant
0,3,0,610,0.009189049939898952,0.9908109500601011,malignant,malignant
0,3,0,323,0.06090268514769843,0.9390973148523015,malignant,malignant
0,3,0,36,0.00667858400933095,0.9933214159906689,malignant,malignant
0,3,0,612,2.43160720046982e-07,0.9999997568392799,malignant,malignant
0,3,0,279,0.006784657451780187,0.9932153425482199,malignant,malignant
0,3,0,591,0.040580605560122524,0.9594193944398773,malignant,malignant
0,3,0,261,3.1818773906977776e-06,0.9999968181226092,malignant,malignant
0,3,0,254,0.00933546622759927,0.9906645337724009,malignant,malignant
0,3,0,159,7.351151259012572e-07,0.9999992648848741,malignant,malignant
0,3,0,206,0.018362691485061134,0.9816373085149387,malignant,malignant
0,3,0,286,4.2132375076218853e-07,0.9999995786762492,malignant,malignant
0,4,0,641,0.9891495844280809,0.010850415571919113,benign,benign
0,4,0,585,0.9956540254477901,0.004345974552209778,benign,benign
0,4,0,635,0.9823852345024088,0.017614765497591174,benign,benign
0,4,0,298,0.8985178066844343,0.1014821933155657,benign,benign
0,4,0,341,0.9930813076161407,0.006918692383859431,benign,benign
0,4,0,228,0.9938985784201305,0.006101421579869527,benign,benign
0,4,0,437,0.9874592756291469,0.012540724370852976,benign,benign
0,4,0,17,0.9801291303410569,0.019870869658943146,benign,benign
0,4,0,598,0.9891495844280809,0.010850415571919113,benign,benign
0,4,0,147,0.9907480672113385,0.009251932788661597,benign,benign
0,4,0,423,0.9634695044654937,0.036530495534506324,benign,benign
0,4,0,225,0.9945589923292044,0.005441007670795478,benign,benign
0,4,0,271,0.970961618787034,0.029038381212966004,benign,benign
0,4,0,583,0.9913267182122942,0.008673281787705727,benign,benign
0,4,0,337,0.9930813076161407,0.006918692383859431,benign,benign
0,4,0,656,0.9770454008220004,0.022954599177999687,benign,benign
0,4,0,119,0.9776857211506018,0.022314278849398187,benign,benign
0,4,0,579,0.9930813076161407,0.006918692383859431,benign,benign
0,4,0,459,0.9708943460625629,0.02910565393743722,benign,benign
0,4,0,363,0.9074881942812908,0.0925118057187093,benign,benign
0,4,0,6,0.7868666691143731,0.21313333088562683,benign,benign
0,4,0,76,0.9887356628378554,0.011264337162144472,benign,benign
0,4,0,26,0.989577079488801,0.010422920511198835,benign,benign
0,4,0,72,0.9454460505569511,0.0545539494430489,benign,benign
0,4,0,694,0.9852452613701448,0.01475473862985508,benign,benign
0,4,0,544,0.9858130520759494,0.014186947924050614,benign,benign
0,4,0,346,0.9582694225554125,0.041730577444587566,benign,benign
0,4,0,396,0.9862263612129529,0.013773638787047252,benign,benign
0,4,0,690,0.9941339459426173,0.005866054057382758,benign,benign
0,4,0,182,0.9571151291018484,0.04288487089815154,benign,benign
0,4,0,438,0.9735743743274479,0.026425625672552182,benign,benign
0,4,0,278,0.9930813076161407,0.006918692383859431,benign,benign
0,4,0,384,0.9939099097320941,0.006090090267905954,benign,benign
0,4,0,405,0.9945589923292044,0.005441007670795478,benign,benign
0,4,0,301,0.9930813076161407,0.006918692383859431,benign,benign
0,4,0,450,0.9819513944854872,0.01804860551451286,benign,benign
0,4,0,660,0.9945589923292044,0.005441007670795478,benign,benign
0,4,0,667,0.9862263612129529,0.013773638787047252,benign,benign
0,4,0,402,0.9566620091271131,0.04333799087288676,benign,benign
0,4,0,484,0.9769087916598523,0.02309120834014766,benign,benign
0,4,0,204,0.9930813076161407,0.006918692383859431,benign,benign
0,4,0,557,0.9760620216265298,0.023937978373470278,benign,benign
0,4,0,370,0.9725202850598411,0.027479714940158863,benign,benign
0,4,0,234,0.9525143578116843,0.04748564218831579,benign,benign
0,4,0,207,0.9938985784201305,0.006101421579869527,benign,benign
0,4,0,671,0.9826774272866498,0.01732257271335034,benign,benign
0,4,0,295,0.012896447177040509,0.9871035528229594,malignant,malignant
0,4,0,57,0.2805380311824491,0.719461968817551,malignant,malignant
0,4,0,38,0.047872957377401555,0.9521270426225984,malignant,malignant
0,4,0,273,0.6013866343756329,0.39861336562436706,benign,malignant
0,4,0,308,0.015763122044873287,0.9842368779551266,malignant,malignant
0,4,0,23,0.4514246474958716,0.5485753525041284,malignant,malignant
0,4,0,67,0.05713279369085262,0.9428672063091472,malignant,malignant
0,4,0,247,0.13164379869985537,0.8683562013001446,malignant,malignant
0,4,0,698,0.04439104329162001,0.9556089567083796,malignant,malignant
0,4,0,68,1.3617910656536605e-06,0.9999986382089344,malignant,malignant
0,4,0,282,0.12583146163104136,0.8741685383689586,malignant,malignant
0,4,0,381,1.3806152159654576e-05,0.9999861938478404,malignant,malignant
0,4,0,187,1.2503909351906754e-07,0.9999998749609064,malignant,malignant
0,4,0,246,1.2215382621778693e-05,0.9999877846173781,malignant,malignant
0,4,0,648,1.064494455281551e-06,0.9999989355055448,malignant,malignant
0,4,0,18,0.007468062018407756,0.992531937981592,malignant,malignant
0,4,0,188,0.010815657069386087,0.9891843429306139,malignant,malignant
0,4,0,49,0.03862209789173094,0.961377902108269,malignant,malignant
0,4,0,669,0.016807531743475275,0.9831924682565244,malignant,malignant
0,4,0,605,1.0443620789378714e-05,0.9999895563792106,malignant,malignant
0,4,0,366,4.2201446242353457e-07,0.9999995779855376,malignant,malignant
0,4,0,32,0.006624555370324271,0.9933754446296755,malignant,malignant
0,4,0,98,5.075699335796245e-06,0.9999949243006642,malignant,malignant
0,4,0,569,0.0027697997823085243,0.9972302002176915,malignant,malignant
0,5,0,535,0.9905084831410153,0.009491516858984726,benign,benign
0,5,0,575,0.9602174576398459,0.039782542360154084,benign,benign
0,5,0,512,0.9876903919084252,0.012309608091574649,benign,benign
0,5,0,442,0.995069672512452,0.004930327487547988,benign,benign
0,5,0,165,0.972229348429981,0.027770651570019088,benign,benign
0,5,0,75,0.9858756728439408,0.0141243271560591,benign,benign
0,5,0,379,0.8895022102780072,0.11049778972199256,benign,benign
0,5,0,534,0.9957926571229578,0.004207342877042033,benign,benign
0,5,0,158,0.9971312831444431,0.0028687168555567547,benign,benign
0,5,0,431,0.9456496071642541,0.05435039283574586,benign,benign
0,5,0,118,0.9953856033549079,0.00461439664509204,benign,benign
0,5,0,524,0.9931852441840535,0.006814755815946491,benign,benign
0,5,0,169,0.9981458533385971,0.0018541466614029579,benign,benign
0,5,0,501,0.9888401450402852,0.011159854959714732,benign,benign
0,5,0,245,0.9555132394133282,0.04448676058667173,benign,benign
0,5,0,16,0.9888401450402852,0.011159854959714732,benign,benign
0,5,0,478,0.9866261424946344,0.013373857505365454,benign,benign
0,5,0,498,0.9888401450402852,0.011159854959714732,benign,benign
0,5,0,90,0.9960590235861193,0.003940976413880678,benign,benign
0,5,0,390,0.9969157610414238,0.0030842389585762388,benign,benign
0,5,0,672,0.9936822204282763,0.006317779571723745,benign,benign
0,5,0,372,0.9839823883459984,0.016017611654001607,benign,benign
0,5,0,520,0.9979906362586677,0.0020093637413321416,benign,benign
0,5,0,31,0.9936822204282763,0.006317779571723745,benign,benign
0,5,0,371,0.9963748328047719,0.003625167195228112,benign,benign
0,5,0,454,0.9961803202531109,0.003819679746889112,benign,benign
0,5,0,499,0.9888401450402852,0.011159854959714732,benign,benign
0,5,0,684,0.9982307833638513,0.0017692166361488076,benign,benign
0,5,0,676,0.9962316346081983,0.0037683653918017274,benign,benign
0,5,0,382,0.9784358808632715,0.021564119136728472,benign,benign
0,5,0,354,0.997370011650133,0.002629988349866919,benign,benign
0,5,0,627,0.9886258722911159,0.01137412770888408,benign,benign
0,5,0,643,0.9982307833638513,0.0017692166361488076,benign,benign
0,5,0,533,0.9931852441840535,0.006814755815946491,benign,benign
0,5,0,589,0.9876903919084252,0.012309608091574649,benign,benign
0,5,0,274,0.9879971917196123,0.012002808280387536,benign,benign
0,5,0,331,0.9622953010079547,0.037704698992045295,benign,benign
0,5,0,96,0.9966967126173439,0.003303287382656141,benign,benign
0,5,0,241,0.987812401092399,0.01218759890760104,benign,benign
0,5,0,303,0.9960590235861193,0.003940976413880678,benign,benign
0,5,0,232,0.27808864924002363,0.7219113507599764,malignant,benign
0,5,0,418,0.9005662111829736,0.09943378881702641,benign,benign
0,5,0,411,0.9976682357231834,0.0023317642768165333,benign,benign
0,5,0,250,0.9972486710130535,0.002751328986946545,benign,benign
0,5,0,140,0.9954385603548339,0.004561439645166186,benign,benign
0,5,0,632,0.9982307833638513,0.0017692166361488076,benign,benign
0,5,0,359,0.018323108498561717,0.9816768915014382,malignant,malignant
0,5,0,106,0.0031251624178709773,0.9968748375821289,malignant,malignant
0,5,0,456,3.915216244289953e-06,0.9999960847837557,malignant,malignant
0,5,0,44,0.004482240977072329,0.9955177590229277,malignant,malignant
0,5,0,329,0.0026020369688065726,0.9973979630311933,malignant,malignant
0,5,0,53,0.005046033267846498,0.9949539667321535,malignant,malignant
0,5,0,86,0.22400983241751832,0.7759901675824817,malignant,malignant
0,5,0,73,0.004937571319257406,0.9950624286807424,malignant,malignant
0,5,0,400,1.8856294854950955e-05,0.999981143705145,malignant,malignant
0,5,0,681,0.004188228402987229,0.9958117715970128,malignant,malignant
0,5,0,697,0.049498977251721775,0.9505010227482781,malignant,malignant
0,5,0,453,0.005919855522169666,0.9940801444778303,malignant,malignant
0,5,0,440,8.799542390678678e-06,0.9999912004576094,malignant,malignant
0,5,0,229,4.049774913672712e-07,0.9999995950225087,malignant,malignant
0,5,0,487,1.3467501673623287e-07,0.9999998653249833,malignant,malignant
0,5,0,85,0.01960490163430761,0.9803950983656925,malignant,malignant
0,5,0,222,0.9481136094663539,0.051886390533646055,benign,malignant
0,5,0,519,0.012734500769259539,0.9872654992307406,malignant,malignant
0,5,0,304,0.03194857995237333,0.9680514200476267,malignant,malignant
0,5,0,253,0.0029610456449118117,0.9970389543550882,malignant,malignant
0,5,0,84,0.003829326362246527,0.9961706736377535,malignant,malignant
0,5,0,255,0.08741692865971463,0.9125830713402855,malignant,malignant
0,5,0,184,0.014924166742660078,0.98507583325734,malignant,malignant
0,5,0,326,0.03553647741129782,0.9644635225887023,malignant,malignant
0,6,0,552,0.9661070487554669,0.03389295124453304,benign,benign
0,6,0,141,0.9953979058756399,0.004602094124360126,benign,benign
0,6,0,143,0.9871319319784769,0.012868068021522985,benign,benign
0,6,0,429,0.9935142731643551,0.006485726835644832,benign,benign
0,6,0,587,0.9752775428972511,0.024722457102748834,benign,benign
0,6,0,621,0.6257600417550382,0.37423995824496176,benign,benign
0,6,0,529,0.9871851263718203,0.012814873628179638,benign,benign
0,6,0,209,0.9720981940228528,0.02790180597714716,benign,benign
0,6,0,345,0.996874639526337,0.0031253604736630443,benign,benign
0,6,0,136,0.9852969948660625,0.014703005133937418,benign,benign
0,6,0,599,0.9725612370234549,0.027438762976545034,benign,benign
0,6,0,368,0.9953024195042302,0.004697580495769873,benign,benign
0,6,0,202,0.9937336792871946,0.006266320712805232,benign,benign
0,6,0,693,0.9853857512136568,0.01461424878634316,benign,benign
0,6,0,373,0.9745696362617039,0.025430363738296092,benign,benign
0,6,0,29,0.9953024195042302,0.004697580495769873,benign,benign
0,6,0,388,0.9928857788597595,0.007114221140240497,benign,benign
0,6,0,35,0.9935142731643551,0.006485726835644832,benign,benign
0,6,0,13,0.9873762307942532,0.012623769205746671,benign,benign
0,6,0,560,0.9677844944444735,0.0322155055555267,benign,benign
0,6,0,120,0.9911053380747089,0.008894661925291076,benign,benign
0,6,0,194,0.9861211272447968,0.013878872755203268,benign,benign
0,6,0,613,0.9919608813368046,0.00803911866319555,benign,benign
0,6,0,554,0.993127113179083,0.006872886820917,benign,benign
0,6,0,378,0.9812007423697434,0.01879925763025642,benign,benign
0,6,0,566,0.982994810563433,0.01700518943656713,benign,benign
0,6,0,130,0.9664667571961016,0.0335332428038982,benign,benign
0,6,0,355,0.981348729430064,0.018651270569936016,benign,benign
0,6,0,244,0.9937336792871946,0.006266320712805232,benign,benign
0,6,0,507,0.9910219893404727,0.00897801065952735,benign,benign
0,6,0,422,0.9542717898980493,0.04572821010195071,benign,benign
0,6,0,572,0.9902956882848947,0.009704311715105406,benign,benign
0,6,0,125,0.9956053403260018,0.004394659673998135,benign,benign
0,6,0,199,0.9902956882848947,0.009704311715105406,benign,benign
0,6,0,265,0.9390386403438409,0.06096135965615923,benign,benign
0,6,0,11,0.9935142731643551,0.006485726835644832,benign,benign
0,6,0,576,0.9774778706993495,0.022522129300650392,benign,benign
0,6,0,243,0.9463450663003352,0.05365493369966478,benign,benign
0,6,0,474,0.9840839678139985,0.015916032186001402,benign,benign
0,6,0,663,0.9933711845212184,0.006628815478781696,benign,benign
0,6,0,108,0.9946659705024947,0.005334029497505345,benign,benign
0,6,0,192,0.9774778706993495,0.022522129300650392,benign,benign
0,6,0,548,0.9939659571448588,0.006034042855141144,benign,benign
0,6,0,553,0.8714569000098557,0.12854309999014432,benign,benign
0,6,0,445,0.9953979058756399,0.004602094124360126,benign,benign
0,6,0,310,0.9924951622719479,0.007504837728052103,benign,benign
0,6,0,87,0.02210100418190989,0.9778989958180901,malignant,malignant
0,6,0,25,0.4935491024939767,0.5064508975060233,malignant,malignant
0,6,0,299,0.008498884191923892,0.991501115808076,malignant,malignant
0,6,0,574,0.035234632968597475,0.9647653670314026,malignant,malignant
0,6,0,56,0.07575888071585461,0.9242411192841453,malignant,malignant
0,6,0,272,0.15663540895510258,0.8433645910448975,malignant,malignant
0,6,0,59,0.3437681290446083,0.6562318709553918,malignant,malignant
0,6,0,186,0.08183264413334689,0.918167355866653,malignant,malignant
0,6,0,190,1.207122412277282e-05,0.9999879287758773,malignant,malignant
0,6,0,122,4.296180662768713e-06,0.9999957038193373,malignant,malignant
0,6,0,353,0.011293572678787854,0.9887064273212122,malignant,malignant
0,6,0,670,0.03733834187847836,0.9626616581215217,malignant,malignant
0,6,0,5,3.5027873072602004e-06,0.9999964972126927,malignant,malignant
0,6,0,60,0.4686392535714205,0.5313607464285796,malignant,malignant
0,6,0,12,0.7766081198030744,0.2233918801969256,benign,malignant
0,6,0,356,0.7234667728955104,0.2765332271044893,benign,malignant
0,6,0,109,0.016114282585828327,0.9838857174141717,malignant,malignant
0,6,0,124,0.016893081492951868,0.9831069185070481,malignant,malignant
0,6,0,696,0.02896349739255945,0.9710365026074405,malignant,malignant
0,6,0,152,0.005656276930184915,0.9943437230698152,malignant,malignant
0,6,0,173,6.203012223997517e-08,0.9999999379698779,malignant,malignant
0,6,0,211,0.006537265079093842,0.9934627349209061,malignant,malignant
0,6,0,590,0.13077253986711695,0.869227460132883,malignant,malignant
0,6,0,636,0.002667659738961058,0.9973323402610391,malignant,malignant
0,7,0,577,0.9954827967474486,0.004517203252551399,benign,benign
0,7,0,203,0.9719588186125481,0.028041181387452048,benign,benign
0,7,0,407,0.9954827967474486,0.004517203252551399,benign,benign
0,7,0,365,0.9935059981705016,0.006494001829498537,benign,benign
0,7,0,470,0.9923388507868433,0.0076611492131567205,benign,benign
0,7,0,352,0.4126676155579332,0.5873323844420667,malignant,benign
0,7,0,620,0.9905711584784175,0.009428841521582477,benign,benign
0,7,0,496,0.9972808168872668,0.0027191831127332663,benign,benign
0,7,0,332,0.9566847424884259,0.04331525751157397,benign,benign
0,7,0,508,0.9851224573514732,0.014877542648526686,benign,benign
0,7,0,163,0.9384625211084382,0.061537478891561706,benign,benign
0,7,0,197,0.9547240080397128,0.045275991960287094,benign,benign
0,7,0,69,0.9923255319345651,0.007674468065434921,benign,benign
0,7,0,666,0.9622685762578617,0.03773142374213837,benign,benign
0,7,0,392,0.9905711584784175,0.009428841521582477,benign,benign
0,7,0,383,0.9952224724545929,0.004777527545407035,benign,benign
0,7,0,563,0.9905711584784175,0.009428841521582477,benign,benign
0,7,0,377,0.9963234978740352,0.0036765021259648452,benign,benign
0,7,0,95,0.9938381683645593,0.006161831635440656,benign,benign
0,7,0,655,0.9905711584784175,0.009428841521582477,benign,benign
0,7,0,674,0.9954827967474486,0.004517203252551399,benign,benign
0,7,0,625,0.9534087750619353,0.046591224938064696,benign,benign
0,7,0,80,0.9612042339317052,0.03879576606829474,benign,benign
0,7,0,315,0.2773396249287211,0.7226603750712791,malignant,benign
0,7,0,220,0.992634665378313,0.007365334621686801,benign,benign
0,7,0,22,0.9905711584784175,0.009428841521582477,benign,benign
0,7,0,196,0.010535693980661245,0.9894643060193389,malignant,benign
0,7,0,7,0.987394062030902,0.012605937969097883,benign,benign
0,7,0,410,0.9954827967474486,0.004517203252551399,benign,benign
0,7,0,0,0.9719588186125481,0.028041181387452048,benign,benign
0,7,0,486,0.9923388507868433,0.0076611492131567205,benign,benign
0,7,0,170,0.9930843315830087,0.006915668416991238,benign,benign
0,7,0,401,0.9930843315830087,0.006915668416991238,benign,benign
0,7,0,375,0.9966656821012138,0.0033343178987863703,benign,benign
0,7,0,47,0.9954827967474486,0.004517203252551399,benign,benign
0,7,0,505,0.9925287337083241,0.007471266291676055,benign,benign
0,7,0,652,0.97465431692233,0.025345683077670066,benign,benign
0,7,0,417,0.9954827967474486,0.004517203252551399,benign,benign
0,7,0,650,0.9720944251018429,0.027905574898157058,benign,benign
0,7,0,480,0.9878977724206265,0.012102227579373475,benign,benign
0,7,0,70,0.9596036421844056,0.04039635781559439,benign,benign
0,7,0,477,0.989897077030216,0.010102922969784052,benign,benign
0,7,0,675,0.9718020628022589,0.028197937197741222,benign,benign
0,7,0,646,0.9951096858202839,0.004890314179716096,benign,benign
0,7,0,689,0.9439926914458677,0.05600730855413217,benign,benign
0,7,0,555,0.883315217292021,0.11668478270797897,benign,benign
0,7,0,238,4.665126119968187e-07,0.999999533487388,malignant,malignant
0,7,0,167,0.0026214457185029533,0.997378554281497,malignant,malignant
0,7,0,239,0.01999178086560016,0.9800082191343998,malignant,malignant
0,7,0,210,9.962032879099883e-08,0.9999999003796711,malignant,malignant
0,7,0,568,0.037837535815605186,0.9621624641843948,malignant,malignant
0,7,0,581,0.004605397873849983,0.9953946021261497,malignant,malignant
0,7,0,571,1.4897695707821045e-06,0.9999985102304292,malignant,malignant
0,7,0,284,0.012224249594880103,0.9877757504051199,malignant,malignant
0,7,0,266,0.013279402046800745,0.9867205979531992,malignant,malignant
0,7,0,479,0.010622751127126748,0.9893772488728731,malignant,malignant
0,7,0,361,0.03978447121688773,0.9602155287831122,malignant,malignant
0,7,0,489,0.7665021344107222,0.23349786558927763,benign,malignant
0,7,0,236,1.6675616041228112e-07,0.9999998332438397,malignant,malignant
0,7,0,455,0.4464486180262005,0.5535513819737996,malignant,malignant
0,7,0,523,0.01262843868573145,0.9873715613142685,malignant,malignant
0,7,0,149,2.716373116540347e-07,0.9999997283626882,malignant,malignant
0,7,0,546,9.533950898123924e-06,0.9999904660491019,malignant,malignant
0,7,0,15,0.285008500127636,0.714991499872364,malignant,malignant
0,7,0,21,0.004248291763772516,0.9957517082362275,malignant,malignant
0,7,0,71,0.006063733848116343,0.9939362661518838,malignant,malignant
0,7,0,221,2.9651829702490983e-06,0.9999970348170297,malignant,malignant
0,7,0,349,0.0968592374311194,0.9031407625688807,malignant,malignant
0,7,0,483,2.8505997372989337e-06,0.9999971494002626,malignant,malignant
0,7,0,466,8.31487531539903e-06,0.9999916851246845,malignant,malignant
0,8,0,81,0.9865426588702502,0.013457341129749719,benign,benign
0,8,0,518,0.9939219849941726,0.00607801500582748,benign,benign
0,8,0,685,0.9987674407641879,0.0012325592358120847,benign,benign
0,8,0,30,0.9937739756885622,0.00622602431143794,benign,benign
0,8,0,662,0.9971016586446563,0.002898341355343873,benign,benign
0,8,0,452,0.9939960854262511,0.0060039145737490265,benign,benign
0,8,0,276,0.9939598250765124,0.006040174923487621,benign,benign
0,8,0,502,0.9865426588702502,0.013457341129749719,benign,benign
0,8,0,600,0.9939598250765124,0.006040174923487621,benign,benign
0,8,0,531,0.986030721669286,0.013969278330714168,benign,benign
0,8,0,580,0.9741008098849424,0.025899190115057633,benign,benign
0,8,0,127,0.990771255904621,0.009228744095379066,benign,benign
0,8,0,395,0.9939598250765124,0.006040174923487621,benign,benign
0,8,0,34,0.9924522699072323,0.007547730092767498,benign,benign
0,8,0,448,0.9987155197986611,0.001284480201338977,benign,benign
0,8,0,596,0.9860857644463816,0.013914235553618232,benign,benign
0,8,0,472,0.9737057957300651,0.026294204269934875,benign,benign
0,8,0,135,0.9387736633248741,0.061226336675125996,benign,benign
0,8,0,631,0.9792479727315376,0.0207520272684624,benign,benign
0,8,0,252,0.03335920908315531,0.9666407909168447,malignant,benign
0,8,0,78,0.9802536616461555,0.01974633835384441,benign,benign
0,8,0,682,0.9627126119106837,0.037287388089316344,benign,benign
0,8,0,342,0.9977950688688811,0.002204931131118911,benign,benign
0,8,0,640,0.9890589385925496,0.010941061407450397,benign,benign
0,8,0,162,0.990771255904621,0.009228744095379066,benign,benign
0,8,0,644,0.9977950688688811,0.002204931131118911,benign,benign
0,8,0,319,0.3297090798550625,0.6702909201449372,malignant,benign
0,8,0,673,0.9829996040255436,0.017000395974456385,benign,benign
0,8,0,83,0.9251727300678754,0.07482726993212475,benign,benign
0,8,0,609,0.9862883975908642,0.01371160240913581,benign,benign
0,8,0,24,0.9971862986984444,0.002813701301555558,benign,benign
0,8,0,653,0.9888621678747956,0.011137832125204281,benign,benign
0,8,0,497,0.9925915968135037,0.007408403186496296,benign,benign
0,8,0,607,0.9987674407641879,0.0012325592358120847,benign,benign
0,8,0,114,0.9752804423550436,0.02471955764495642,benign,benign
0,8,0,369,0.9969819826505834,0.0030180173494166913,benign,benign
0,8,0,661,0.9829652805834425,0.017034719416557487,benign,benign
0,8,0,216,0.9981509653501356,0.0018490346498644277,benign,benign
0,8,0,683,0.9987674407641879,0.0012325592358120847,benign,benign
0,8,0,490,0.9987674407641879,0.0012325592358120847,benign,benign
0,8,0,145,0.9971016586446563,0.002898341355343873,benign,benign
0,8,0,133,0.9928912680995922,0.007108731900407835,benign,benign
0,8,0,584,0.9618321333306827,0.03816786666931735,benign,benign
0,8,0,602,0.9888621678747956,0.011137832125204281,benign,benign
0,8,0,677,0.9862883975908642,0.01371160240913581,benign,benign
0,8,0,506,1.999448606921985e-06,0.9999980005513932,malignant,malignant
0,8,0,179,0.3333600871936243,0.6666399128063758,malignant,malignant
0,8,0,117,1.5783819509753747e-06,0.999998421618049,malignant,malignant
0,8,0,283,0.005272549910188617,0.9947274500898116,malignant,malignant
0,8,0,104,8.044313956731219e-08,0.9999999195568605,malignant,malignant
0,8,0,263,7.979721335073464e-06,0.9999920202786649,malignant,malignant
0,8,0,482,2.039479882776646e-09,0.9999999979605201,malignant,malignant
0,8,0,416,0.004665266573076417,0.9953347334269236,malignant,malignant
0,8,0,522,0.009775156942110591,0.9902248430578894,malignant,malignant
0,8,0,603,0.07268414203905742,0.9273158579609427,malignant,malignant
0,8,0,427,0.06502465297961033,0.9349753470203896,malignant,malignant
0,8,0,101,0.9027985658449257,0.09720143415507437,benign,malignant
0,8,0,230,0.013087042931627902,0.9869129570683721,malignant,malignant
0,8,0,425,1.5025459638523695e-07,0.9999998497454036,malignant,malignant
0,8,0,39,0.47192174968465267,0.5280782503153474,malignant,malignant
0,8,0,691,0.19847486774662687,0.8015251322533729,malignant,malignant
0,8,0,316,0.17002954668821482,0.8299704533117851,malignant,malignant
0,8,0,330,0.006684211968977374,0.9933157880310227,malignant,malignant
0,8,0,360,1.1499915712926e-08,0.9999999885000842,malignant,malignant
0,8,0,107,0.09471837633597424,0.9052816236640259,malignant,malignant
0,8,0,412,0.002909941814233013,0.9970900581857668,malignant,malignant
0,8,0,65,0.003907215044781845,0.9960927849552179,malignant,malignant
0,8,0,214,3.533968336020283e-08,0.9999999646603167,malignant,malignant
0,8,0,146,0.6489398779261243,0.3510601220738757,benign,malignant
0,8,0,320,1.02336597632543e-05,0.9999897663402367,malignant,malignant
0,9,0,37,0.7780767589356017,0.2219232410643984,benign,benign
0,9,0,397,0.993403778841635,0.0065962211583650504,benign,benign
0,9,0,619,0.9825881351453148,0.017411864854685197,benign,benign
0,9,0,408,0.9856550401134971,0.014344959886502959,benign,benign
0,9,0,347,0.998133123062761,0.0018668769372389331,benign,benign
0,9,0,1,0.09752114714180328,0.9024788528581968,malignant,benign
0,9,0,212,0.9969049268638602,0.0030950731361398687,benign,benign
0,9,0,406,0.9851082587693684,0.014891741230631568,benign,benign
0,9,0,3,0.1484934609690078,0.851506539030992,malignant,benign
0,9,0,45,0.997176508397563,0.0028234916024370603,benign,benign
0,9,0,460,0.986006323324398,0.013993676675602142,benign,benign
0,9,0,189,0.9935784539748848,0.006421546025115284,benign,benign
0,9,0,446,0.9986550252237458,0.0013449747762541119,benign,benign
0,9,0,692,0.9961666104300817,0.0038333895699183772,benign,benign
0,9,0,679,0.997744824920882,0.0022551750791179187,benign,benign
0,9,0,541,0.9961666104300817,0.0038333895699183772,benign,benign
0,9,0,597,0.948960813726612,0.051039186273387833,benign,benign
0,9,0,543,0.9899949985918037,0.010005001408196134,benign,benign
0,9,0,129,0.9975058145606287,0.002494185439371423,benign,benign
0,9,0,297,0.9438018882122099,0.05619811178779003,benign,benign
0,9,0,458,0.9841045874423698,0.015895412557630287,benign,benign
0,9,0,28,0.9965908613082258,0.0034091386917742147,benign,benign
0,9,0,637,0.9459408883097797,0.05405911169022026,benign,benign
0,9,0,558,0.9965908613082258,0.0034091386917742147,benign,benign
0,9,0,617,0.9986731072749703,0.0013268927250296998,benign,benign
0,9,0,492,0.9902424015068834,0.009757598493116686,benign,benign
0,9,0,504,0.9986550252237458,0.0013449747762541119,benign,benign
0,9,0,309,0.8881056495403251,0.11189435045967483,benign,benign
0,9,0,551,0.9969049268638602,0.0030950731361398687,benign,benign
0,9,0,306,0.9969049268638602,0.0030950731361398687,benign,benign
0,9,0,280,0.9911158988200325,0.008884101179967362,benign,benign
0,9,0,364,0.994789734137598,0.0052102658624020885,benign,benign
0,9,0,374,0.9919385778530689,0.008061422146931164,benign,benign
0,9,0,630,0.9588819892894729,0.04111801071052714,benign,benign
0,9,0,110,0.972180195808493,0.027819804191507095,benign,benign
0,9,0,510,0.9986550252237458,0.0013449747762541119,benign,benign
0,9,0,509,0.997744824920882,0.0022551750791179187,benign,benign
0,9,0,193,0.9969049268638602,0.0030950731361398687,benign,benign
0,9,0,444,0.9688414691523362,0.031158530847663884,benign,benign
0,9,0,134,0.9939944483771548,0.006005551622845312,benign,benign
0,9,0,413,0.9631214135911347,0.03687858640886543,benign,benign
0,9,0,33,0.9942576977666695,0.005742302233330428,benign,benign
0,9,0,294,0.9979714957894946,0.002028504210505346,benign,benign
0,9,0,102,0.9787438031007453,0.021256196899254676,benign,benign
0,9,0,314,0.9979989353873566,0.002001064612643223,benign,benign
0,9,0,200,4.616309653044954e-07,0.9999995383690348,malignant,malignant
0,9,0,570,0.0031310585822476762,0.9968689414177522,malignant,malignant
0,9,0,514,3.6178191424437886e-06,0.9999963821808576,malignant,malignant
0,9,0,142,0.027684896111140184,0.97231510388886,malignant,malignant
0,9,0,586,1.1174986791738259e-07,0.9999998882501322,malignant,malignant
0,9,0,588,0.03452672802382355,0.9654732719761764,malignant,malignant
0,9,0,515,0.006385071001204912,0.9936149289987951,malignant,malignant
0,9,0,592,0.007786246291403677,0.9922137537085963,malignant,malignant
0,9,0,226,2.7432157575514076e-07,0.9999997256784242,malignant,malignant
0,9,0,604,0.02201969087594955,0.9779803091240504,malignant,malignant
0,9,0,105,0.12520385028189104,0.8747961497181089,malignant,malignant
0,9,0,264,0.05828109624870425,0.9417189037512957,malignant,malignant
0,9,0,231,0.003120829098929389,0.9968791709010704,malignant,malignant
0,9,0,43,0.7255766627958646,0.27442333720413536,benign,malignant
0,9,0,449,7.736124946238384e-06,0.9999922638750537,malignant,malignant
0,9,0,491,0.007275238386106629,0.9927247616138934,malignant,malignant
0,9,0,74,0.06664200325059925,0.9333579967494008,malignant,malignant
0,9,0,367,3.1464562058855214e-06,0.9999968535437941,malignant,malignant
0,9,0,467,0.00373166660298389,0.996268333397016,malignant,malignant
0,9,0,62,0.006708012665160032,0.9932919873348399,malignant,malignant
0,9,0,58,0.10777979142013056,0.8922202085798695,malignant,malignant
0,9,0,333,0.03578016013323334,0.9642198398667667,malignant,malignant
0,9,0,126,1.7037707449131425e-05,0.9999829622925509,malignant,malignant
0,9,0,549,0.024143957256763125,0.975856042743237,malignant,malignant