% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Fri Mar 30 20:19:19 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
0,0,0,665,1.0,0.0,benign,benign
0,0,0,447,1.0,0.0,benign,benign
0,0,0,593,1.0,0.0,benign,benign
0,0,0,8,0.9973070707070707,0.002692929292929293,benign,benign
0,0,0,148,0.6331382950382953,0.36686170496170645,benign,benign
0,0,0,180,1.0,0.0,benign,benign
0,0,0,415,0.5591951270951272,0.44080487290487286,benign,benign
0,0,0,500,0.907792929292931,0.09220707070707074,benign,benign
0,0,0,131,1.0,0.0,benign,benign
0,0,0,156,1.0,0.0,benign,benign
0,0,0,545,1.0,0.0,benign,benign
0,0,0,595,1.0,0.0,benign,benign
0,0,0,259,0.2617331446331446,0.7382668553668553,malignant,benign
0,0,0,433,0.9994,0.0006000000000000001,benign,benign
0,0,0,426,0.8622196026196035,0.13778039738039738,benign,benign
0,0,0,322,1.0,0.0,benign,benign
0,0,0,616,1.0,0.0,benign,benign
0,0,0,219,0.978306421356422,0.021693578643578654,benign,benign
0,0,0,618,1.0,0.0,benign,benign
0,0,0,287,1.0,0.0,benign,benign
0,0,0,528,0.9954141414141413,0.004585858585858586,benign,benign
0,0,0,649,1.0,0.0,benign,benign
0,0,0,538,1.0,0.0,benign,benign
0,0,0,343,1.0,0.0,benign,benign
0,0,0,48,0.9970014652014654,0.002998534798534798,benign,benign
0,0,0,695,1.0,0.0,benign,benign
0,0,0,441,0.5311891663891679,0.4688108336108319,benign,benign
0,0,0,393,1.0,0.0,benign,benign
0,0,0,275,0.9692597402597397,0.03074025974025974,benign,benign
0,0,0,464,1.0,0.0,benign,benign
0,0,0,290,1.0,0.0,benign,benign
0,0,0,687,0.9978505050505051,0.0021494949494949497,benign,benign
0,0,0,542,0.9663000000000007,0.03370000000000001,benign,benign
0,0,0,376,1.0,0.0,benign,benign
0,0,0,462,0.907792929292931,0.09220707070707074,benign,benign
0,0,0,97,1.0,0.0,benign,benign
0,0,0,94,1.0,0.0,benign,benign
0,0,0,77,0.9654111111111119,0.03458888888888889,benign,benign
0,0,0,27,1.0,0.0,benign,benign
0,0,0,256,1.0,0.0,benign,benign
0,0,0,277,1.0,0.0,benign,benign
0,0,0,138,1.0,0.0,benign,benign
0,0,0,562,1.0,0.0,benign,benign
0,0,0,242,1.0,0.0,benign,benign
0,0,0,64,1.0,0.0,benign,benign
0,0,0,624,0.999095238095238,0.0009047619047619047,benign,benign
0,0,0,334,0.001,0.9989999999999999,malignant,malignant
0,0,0,414,0.0,1.0,malignant,malignant
0,0,0,54,0.005725457875457874,0.9942745421245421,malignant,malignant
0,0,0,339,0.020607492507492504,0.9793925074925073,malignant,malignant
0,0,0,357,0.0,1.0,malignant,malignant
0,0,0,123,0.09034975579975583,0.9096502442002427,malignant,malignant
0,0,0,292,0.09573934398934396,0.9042606560106558,malignant,malignant
0,0,0,50,0.2946911921411922,0.705308807858808,malignant,malignant
0,0,0,160,0.0,1.0,malignant,malignant
0,0,0,215,0.0,1.0,malignant,malignant
0,0,0,213,0.0,1.0,malignant,malignant
0,0,0,293,0.07875021645021643,0.9212497835497839,malignant,malignant
0,0,0,41,0.30017970917970915,0.6998202908202902,malignant,malignant
0,0,0,488,0.3953250804750811,0.6046749195249196,malignant,malignant
0,0,0,668,0.17427972582972606,0.8257202741702748,malignant,malignant
0,0,0,530,0.14520777555777567,0.8547922244422247,malignant,malignant
0,0,0,46,0.08483589743589749,0.9151641025641023,malignant,malignant
0,0,0,223,0.012120251970251968,0.9878797480297481,malignant,malignant
0,0,0,227,0.021302331002331,0.978697668997669,malignant,malignant
0,0,0,680,0.0,1.0,malignant,malignant
0,0,0,63,0.7135039904539913,0.2864960095460101,benign,malignant
0,0,0,128,0.06820822510822508,0.9317917748917751,malignant,malignant
0,0,0,493,0.0,1.0,malignant,malignant
0,0,0,285,0.0,1.0,malignant,malignant
0,1,0,561,1.0,0.0,benign,benign
0,1,0,521,0.9991111111111111,0.0008888888888888888,benign,benign
0,1,0,419,0.9773162393162392,0.02268376068376068,benign,benign
0,1,0,485,0.9923558441558444,0.007644155844155845,benign,benign
0,1,0,647,0.9987272727272729,0.001272727272727273,benign,benign
0,1,0,82,0.9956025641025642,0.004397435897435898,benign,benign
0,1,0,527,1.0,0.0,benign,benign
0,1,0,324,1.0,0.0,benign,benign
0,1,0,157,1.0,0.0,benign,benign
0,1,0,389,0.9782389832389835,0.021761016761016754,benign,benign
0,1,0,176,1.0,0.0,benign,benign
0,1,0,434,0.11326129981130004,0.8867387001886989,malignant,benign
0,1,0,556,0.9955692307692309,0.004430769230769231,benign,benign
0,1,0,495,1.0,0.0,benign,benign
0,1,0,172,1.0,0.0,benign,benign
0,1,0,181,1.0,0.0,benign,benign
0,1,0,313,1.0,0.0,benign,benign
0,1,0,2,1.0,0.0,benign,benign
0,1,0,185,1.0,0.0,benign,benign
0,1,0,198,1.0,0.0,benign,benign
0,1,0,503,1.0,0.0,benign,benign
0,1,0,88,1.0,0.0,benign,benign
0,1,0,61,1.0,0.0,benign,benign
0,1,0,430,0.964328515928518,0.03567148407148402,benign,benign
0,1,0,66,1.0,0.0,benign,benign
0,1,0,651,0.9992727272727272,0.0007272727272727273,benign,benign
0,1,0,154,1.0,0.0,benign,benign
0,1,0,153,0.9394181152181161,0.0605818847818847,benign,benign
0,1,0,532,1.0,0.0,benign,benign
0,1,0,639,1.0,0.0,benign,benign
0,1,0,573,1.0,0.0,benign,benign
0,1,0,420,0.9735217171717172,0.026478282828282827,benign,benign
0,1,0,9,0.9998333333333334,0.00016666666666666666,benign,benign
0,1,0,321,1.0,0.0,benign,benign
0,1,0,258,1.0,0.0,benign,benign
0,1,0,4,0.9975000000000002,0.0024999999999999996,benign,benign
0,1,0,19,0.9998333333333332,0.00016666666666666666,benign,benign
0,1,0,217,1.0,0.0,benign,benign
0,1,0,362,0.9756870851370851,0.024312914862914863,benign,benign
0,1,0,475,1.0,0.0,benign,benign
0,1,0,476,1.0,0.0,benign,benign
0,1,0,686,1.0,0.0,benign,benign
0,1,0,307,1.0,0.0,benign,benign
0,1,0,659,1.0,0.0,benign,benign
0,1,0,40,0.07086198801198798,0.9291380119880123,malignant,benign
0,1,0,409,1.0,0.0,benign,benign
0,1,0,305,0.009304373404373404,0.9906956265956269,malignant,malignant
0,1,0,267,0.03480838605838604,0.9651916139416129,malignant,malignant
0,1,0,565,0.0,1.0,malignant,malignant
0,1,0,340,0.16687417027417054,0.8331258297258287,malignant,malignant
0,1,0,268,0.0002857142857142857,0.9997142857142858,malignant,malignant
0,1,0,633,0.04885153180153174,0.9511484681984683,malignant,malignant
0,1,0,175,0.0,1.0,malignant,malignant
0,1,0,260,0.0,1.0,malignant,malignant
0,1,0,218,0.0019444444444444444,0.9980555555555556,malignant,malignant
0,1,0,312,0.1053452769452772,0.8946547230547239,malignant,malignant
0,1,0,328,0.16971257631257616,0.8302874236874238,malignant,malignant
0,1,0,224,0.0,1.0,malignant,malignant
0,1,0,112,0.11381139971139977,0.8861886002886001,malignant,malignant
0,1,0,302,0.0,1.0,malignant,malignant
0,1,0,55,0.021068875568875566,0.9789311244311248,malignant,malignant
0,1,0,151,0.1804457431457437,0.8195542568542558,malignant,malignant
0,1,0,166,0.10174031524031536,0.8982596847596835,malignant,malignant
0,1,0,20,0.06726143856143858,0.9327385614385614,malignant,malignant
0,1,0,205,0.0,1.0,malignant,malignant
0,1,0,103,0.6804563991564012,0.31954360084360034,benign,malignant
0,1,0,289,0.07148585858585871,0.9285141414141399,malignant,malignant
0,1,0,582,0.0004484848484848485,0.9995515151515151,malignant,malignant
0,1,0,457,0.0019166666666666663,0.9980833333333331,malignant,malignant
0,1,0,594,0.0006,0.9994,malignant,malignant
0,2,0,269,1.0,0.0,benign,benign
0,2,0,168,1.0,0.0,benign,benign
0,2,0,559,1.0,0.0,benign,benign
0,2,0,195,1.0,0.0,benign,benign
0,2,0,79,1.0,0.0,benign,benign
0,2,0,517,1.0,0.0,benign,benign
0,2,0,615,1.0,0.0,benign,benign
0,2,0,338,1.0,0.0,benign,benign
0,2,0,511,1.0,0.0,benign,benign
0,2,0,404,0.9944000000000001,0.0056,benign,benign
0,2,0,403,0.9833247863247858,0.016675213675213685,benign,benign
0,2,0,547,1.0,0.0,benign,benign
0,2,0,540,0.9993846153846153,0.0006153846153846154,benign,benign
0,2,0,516,1.0,0.0,benign,benign
0,2,0,623,1.0,0.0,benign,benign
0,2,0,451,1.0,0.0,benign,benign
0,2,0,606,1.0,0.0,benign,benign
0,2,0,439,1.0,0.0,benign,benign
0,2,0,350,0.9994545454545455,0.0005454545454545454,benign,benign
0,2,0,257,1.0,0.0,benign,benign
0,2,0,578,1.0,0.0,benign,benign
0,2,0,614,1.0,0.0,benign,benign
0,2,0,642,1.0,0.0,benign,benign
0,2,0,567,0.971932600732601,0.028067399267399262,benign,benign
0,2,0,468,1.0,0.0,benign,benign
0,2,0,178,1.0,0.0,benign,benign
0,2,0,394,0.9896557831057834,0.010344216894216893,benign,benign
0,2,0,92,1.0,0.0,benign,benign
0,2,0,137,1.0,0.0,benign,benign
0,2,0,240,0.9753405316905319,0.024659468309468316,benign,benign
0,2,0,424,1.0,0.0,benign,benign
0,2,0,526,1.0,0.0,benign,benign
0,2,0,463,1.0,0.0,benign,benign
0,2,0,688,1.0,0.0,benign,benign
0,2,0,461,0.8363050172050149,0.16369498279498326,benign,benign
0,2,0,139,0.9968,0.0031999999999999997,benign,benign
0,2,0,678,1.0,0.0,benign,benign
0,2,0,622,0.6284684704184716,0.371531529581529,benign,benign
0,2,0,171,1.0,0.0,benign,benign
0,2,0,629,1.0,0.0,benign,benign
0,2,0,93,1.0,0.0,benign,benign
0,2,0,380,1.0,0.0,benign,benign
0,2,0,208,1.0,0.0,benign,benign
0,2,0,564,1.0,0.0,benign,benign
0,2,0,281,1.0,0.0,benign,benign
0,2,0,525,1.0,0.0,benign,benign
0,2,0,100,0.09163971583971613,0.9083602841602828,malignant,malignant
0,2,0,344,0.0005454545454545454,0.9994545454545456,malignant,malignant
0,2,0,608,0.0,1.0,malignant,malignant
0,2,0,288,0.651683205683206,0.34831679431679374,benign,malignant
0,2,0,42,0.012763320013320013,0.98723667998668,malignant,malignant
0,2,0,658,0.0,1.0,malignant,malignant
0,2,0,111,0.013300799200799199,0.9866992007992009,malignant,malignant
0,2,0,348,0.536758735708736,0.4632412642912641,benign,malignant
0,2,0,237,0.012819841269841271,0.9871801587301592,malignant,malignant
0,2,0,358,0.012188811188811191,0.9878111888111891,malignant,malignant
0,2,0,391,0.0,1.0,malignant,malignant
0,2,0,435,0.0015,0.9985,malignant,malignant
0,2,0,191,0.0,1.0,malignant,malignant
0,2,0,336,0.09125852480852475,0.908741475191475,malignant,malignant
0,2,0,51,0.5098376900876893,0.49016230991231063,benign,malignant
0,2,0,14,0.0,1.0,malignant,malignant
0,2,0,174,0.00014285714285714284,0.9998571428571429,malignant,malignant
0,2,0,421,0.0,1.0,malignant,malignant
0,2,0,262,0.0,1.0,malignant,malignant
0,2,0,99,0.0002857142857142857,0.9997142857142858,malignant,malignant
0,2,0,270,0.05524855144855136,0.9447514485514463,malignant,malignant
0,2,0,132,0.08687538017538013,0.9131246198246195,malignant,malignant
0,2,0,251,0.0026003330003330004,0.9973996669996672,malignant,malignant
0,2,0,233,0.015277056277056264,0.9847229437229443,malignant,malignant
0,3,0,654,1.0,0.0,benign,benign
0,3,0,657,0.49372104007103973,0.5062789599289602,malignant,benign
0,3,0,645,1.0,0.0,benign,benign
0,3,0,248,0.8487120046620047,0.15128799533799533,benign,benign
0,3,0,296,0.16354398379398433,0.8364560162060172,malignant,benign
0,3,0,494,0.48938210123210135,0.5106178987678985,malignant,benign
0,3,0,164,0.9445158008658009,0.055484199134199136,benign,benign
0,3,0,638,1.0,0.0,benign,benign
0,3,0,121,0.9990476190476191,0.0009523809523809524,benign,benign
0,3,0,432,1.0,0.0,benign,benign
0,3,0,471,0.9138553113553131,0.08614468864468865,benign,benign
0,3,0,249,0.9998181818181818,0.00018181818181818183,benign,benign
0,3,0,387,0.662688500388501,0.33731149961149953,benign,benign
0,3,0,399,0.9878280608280615,0.012171939171939162,benign,benign
0,3,0,351,1.0,0.0,benign,benign
0,3,0,469,1.0,0.0,benign,benign
0,3,0,481,0.9715748196248198,0.028425180375180364,benign,benign
0,3,0,327,1.0,0.0,benign,benign
0,3,0,235,0.9307106837606852,0.06928931623931621,benign,benign
0,3,0,634,1.0,0.0,benign,benign
0,3,0,550,1.0,0.0,benign,benign
0,3,0,601,1.0,0.0,benign,benign
0,3,0,473,1.0,0.0,benign,benign
0,3,0,398,1.0,0.0,benign,benign
0,3,0,89,1.0,0.0,benign,benign
0,3,0,311,1.0,0.0,benign,benign
0,3,0,385,0.9524214785214791,0.047578521478521485,benign,benign
0,3,0,536,1.0,0.0,benign,benign
0,3,0,335,1.0,0.0,benign,benign
0,3,0,318,0.869597802197805,0.13040219780219756,benign,benign
0,3,0,144,1.0,0.0,benign,benign
0,3,0,539,0.9138553113553131,0.08614468864468865,benign,benign
0,3,0,537,1.0,0.0,benign,benign
0,3,0,628,1.0,0.0,benign,benign
0,3,0,325,0.9963286713286714,0.0036713286713286717,benign,benign
0,3,0,91,1.0,0.0,benign,benign
0,3,0,161,1.0,0.0,benign,benign
0,3,0,291,1.0,0.0,benign,benign
0,3,0,664,0.9975387945387946,0.0024612054612054616,benign,benign
0,3,0,150,1.0,0.0,benign,benign
0,3,0,443,1.0,0.0,benign,benign
0,3,0,116,0.2836204462204472,0.7163795537795543,malignant,benign
0,3,0,513,1.0,0.0,benign,benign
0,3,0,428,1.0,0.0,benign,benign
0,3,0,115,0.8819880175380167,0.11801198246198245,benign,benign
0,3,0,10,1.0,0.0,benign,benign
0,3,0,201,0.0007728937728937729,0.9992271062271062,malignant,malignant
0,3,0,52,0.035896858696858665,0.9641031413031417,malignant,malignant
0,3,0,386,0.0005538461538461539,0.9994461538461539,malignant,malignant
0,3,0,436,0.047261294261294266,0.9527387057387052,malignant,malignant
0,3,0,177,0.07756243756243755,0.9224375624375624,malignant,malignant
0,3,0,155,0.10439992784992773,0.8956000721500714,malignant,malignant
0,3,0,317,0.02770147630147629,0.972298523698524,malignant,malignant
0,3,0,113,0.009980341880341883,0.9900196581196582,malignant,malignant
0,3,0,611,0.11497953712953707,0.8850204628704629,malignant,malignant
0,3,0,300,0.10730416805416826,0.8926958319458339,malignant,malignant
0,3,0,465,0.0002222222222222222,0.9997777777777779,malignant,malignant
0,3,0,183,0.0,1.0,malignant,malignant
0,3,0,626,0.1432634865134867,0.8567365134865134,malignant,malignant
0,3,0,610,0.003057142857142857,0.9969428571428571,malignant,malignant
0,3,0,323,0.026859657009657,0.9731403429903428,malignant,malignant
0,3,0,36,0.00501098901098901,0.9949890109890107,malignant,malignant
0,3,0,612,0.0,1.0,malignant,malignant
0,3,0,279,0.007324242424242423,0.9926757575757577,malignant,malignant
0,3,0,591,0.0006153846153846154,0.9993846153846153,malignant,malignant
0,3,0,261,0.0006190476190476191,0.9993809523809524,malignant,malignant
0,3,0,254,0.01336062271062271,0.9866393772893773,malignant,malignant
0,3,0,159,0.0,1.0,malignant,malignant
0,3,0,206,0.008004562104562105,0.991995437895438,malignant,malignant
0,3,0,286,0.0,1.0,malignant,malignant
0,4,0,641,1.0,0.0,benign,benign
0,4,0,585,1.0,0.0,benign,benign
0,4,0,635,0.9967692307692309,0.003230769230769231,benign,benign
0,4,0,298,0.9178947163947176,0.08210528360528362,benign,benign
0,4,0,341,1.0,0.0,benign,benign
0,4,0,228,1.0,0.0,benign,benign
0,4,0,437,1.0,0.0,benign,benign
0,4,0,17,1.0,0.0,benign,benign
0,4,0,598,1.0,0.0,benign,benign
0,4,0,147,1.0,0.0,benign,benign
0,4,0,423,1.0,0.0,benign,benign
0,4,0,225,1.0,0.0,benign,benign
0,4,0,271,1.0,0.0,benign,benign
0,4,0,583,1.0,0.0,benign,benign
0,4,0,337,1.0,0.0,benign,benign
0,4,0,656,1.0,0.0,benign,benign
0,4,0,119,1.0,0.0,benign,benign
0,4,0,579,1.0,0.0,benign,benign
0,4,0,459,1.0,0.0,benign,benign
0,4,0,363,0.6987657675657679,0.30123423243423253,benign,benign
0,4,0,6,0.2762772727272725,0.723722727272727,malignant,benign
0,4,0,76,0.9967692307692309,0.003230769230769231,benign,benign
0,4,0,26,1.0,0.0,benign,benign
0,4,0,72,0.8019574370074376,0.19804256299256318,benign,benign
0,4,0,694,1.0,0.0,benign,benign
0,4,0,544,0.9888000000000005,0.011200000000000005,benign,benign
0,4,0,346,0.9956870629370629,0.004312937062937064,benign,benign
0,4,0,396,1.0,0.0,benign,benign
0,4,0,690,0.9998181818181817,0.00018181818181818183,benign,benign
0,4,0,182,0.9389194638694655,0.061080536130536156,benign,benign
0,4,0,438,0.9867896103896109,0.013210389610389617,benign,benign
0,4,0,278,1.0,0.0,benign,benign
0,4,0,384,1.0,0.0,benign,benign
0,4,0,405,1.0,0.0,benign,benign
0,4,0,301,1.0,0.0,benign,benign
0,4,0,450,0.9936767454767454,0.006323254523254524,benign,benign
0,4,0,660,1.0,0.0,benign,benign
0,4,0,667,1.0,0.0,benign,benign
0,4,0,402,0.8920604007104018,0.10793959928959944,benign,benign
0,4,0,484,1.0,0.0,benign,benign
0,4,0,204,1.0,0.0,benign,benign
0,4,0,557,0.9987523809523812,0.0012476190476190473,benign,benign
0,4,0,370,0.9949689754689752,0.005031024531024529,benign,benign
0,4,0,234,0.9054623654123648,0.0945376345876346,benign,benign
0,4,0,207,1.0,0.0,benign,benign
0,4,0,671,1.0,0.0,benign,benign
0,4,0,295,0.0005714285714285714,0.9994285714285713,malignant,malignant
0,4,0,57,0.7014069486069476,0.29859305139305137,benign,malignant
0,4,0,38,0.1322834998334997,0.8677165001665009,malignant,malignant
0,4,0,273,0.7054541902541908,0.2945458097458096,benign,malignant
0,4,0,308,0.005406959706959706,0.9945930402930402,malignant,malignant
0,4,0,23,0.401756521256522,0.598243478743478,malignant,malignant
0,4,0,67,0.285454462204463,0.7145455377955385,malignant,malignant
0,4,0,247,0.21121542346542396,0.7887845765345781,malignant,malignant
0,4,0,698,0.15470783660783657,0.8452921633921647,malignant,malignant
0,4,0,68,0.018200865800865797,0.9817991341991348,malignant,malignant
0,4,0,282,0.13506154401154394,0.8649384559884565,malignant,malignant
0,4,0,381,0.004346320346320346,0.9956536796536798,malignant,malignant
0,4,0,187,0.0,1.0,malignant,malignant
0,4,0,246,0.0,1.0,malignant,malignant
0,4,0,648,0.013959373959373966,0.9860406260406256,malignant,malignant
0,4,0,18,0.0003333333333333333,0.9996666666666667,malignant,malignant
0,4,0,188,0.09366839826839837,0.9063316017316034,malignant,malignant
0,4,0,49,0.039803796203796205,0.9601962037962039,malignant,malignant
0,4,0,669,0.046675174825174796,0.9533248251748258,malignant,malignant
0,4,0,605,0.0,1.0,malignant,malignant
0,4,0,366,0.0014395604395604391,0.9985604395604397,malignant,malignant
0,4,0,32,0.0021089466089466093,0.9978910533910533,malignant,malignant
0,4,0,98,0.008654395604395605,0.9913456043956046,malignant,malignant
0,4,0,569,0.0004,0.9996,malignant,malignant
0,5,0,535,0.9804486846486851,0.01955131535131535,benign,benign
0,5,0,575,1.0,0.0,benign,benign
0,5,0,512,1.0,0.0,benign,benign
0,5,0,442,0.9986666666666667,0.0013333333333333333,benign,benign
0,5,0,165,1.0,0.0,benign,benign
0,5,0,75,0.9487738650238664,0.051226134976134916,benign,benign
0,5,0,379,0.7687341824841826,0.23126581751581773,benign,benign
0,5,0,534,1.0,0.0,benign,benign
0,5,0,158,0.9971038461538463,0.002896153846153846,benign,benign
0,5,0,431,0.9840355089355092,0.01596449106449107,benign,benign
0,5,0,118,0.9933538461538464,0.0066461538461538485,benign,benign
0,5,0,524,1.0,0.0,benign,benign
0,5,0,169,1.0,0.0,benign,benign
0,5,0,501,1.0,0.0,benign,benign
0,5,0,245,1.0,0.0,benign,benign
0,5,0,16,1.0,0.0,benign,benign
0,5,0,478,0.9969285714285715,0.0030714285714285713,benign,benign
0,5,0,498,1.0,0.0,benign,benign
0,5,0,90,1.0,0.0,benign,benign
0,5,0,390,1.0,0.0,benign,benign
0,5,0,672,1.0,0.0,benign,benign
0,5,0,372,1.0,0.0,benign,benign
0,5,0,520,1.0,0.0,benign,benign
0,5,0,31,1.0,0.0,benign,benign
0,5,0,371,1.0,0.0,benign,benign
0,5,0,454,0.9994476190476191,0.0005523809523809523,benign,benign
0,5,0,499,1.0,0.0,benign,benign
0,5,0,684,1.0,0.0,benign,benign
0,5,0,676,1.0,0.0,benign,benign
0,5,0,382,0.9985,0.0015,benign,benign
0,5,0,354,1.0,0.0,benign,benign
0,5,0,627,0.9465415917415912,0.053458408258408176,benign,benign
0,5,0,643,1.0,0.0,benign,benign
0,5,0,533,1.0,0.0,benign,benign
0,5,0,589,1.0,0.0,benign,benign
0,5,0,274,1.0,0.0,benign,benign
0,5,0,331,0.9462031746031759,0.05379682539682533,benign,benign
0,5,0,96,1.0,0.0,benign,benign
0,5,0,241,1.0,0.0,benign,benign
0,5,0,303,1.0,0.0,benign,benign
0,5,0,232,0.15439663669663684,0.8456033633033633,malignant,benign
0,5,0,418,0.9403936507936521,0.05960634920634913,benign,benign
0,5,0,411,1.0,0.0,benign,benign
0,5,0,250,1.0,0.0,benign,benign
0,5,0,140,1.0,0.0,benign,benign
0,5,0,632,1.0,0.0,benign,benign
0,5,0,359,0.03658296148296145,0.9634170385170377,malignant,malignant
0,5,0,106,0.0013714285714285712,0.9986285714285715,malignant,malignant
0,5,0,456,0.0005,0.9995,malignant,malignant
0,5,0,44,0.0002,0.9997999999999999,malignant,malignant
0,5,0,329,0.006104761904761904,0.9938952380952378,malignant,malignant
0,5,0,53,0.14202813852813873,0.8579718614718622,malignant,malignant
0,5,0,86,0.2243155122655124,0.7756844877344866,malignant,malignant
0,5,0,73,0.02164126984126984,0.97835873015873,malignant,malignant
0,5,0,400,0.0019152236652236656,0.9980847763347764,malignant,malignant
0,5,0,681,0.0,1.0,malignant,malignant
0,5,0,697,0.15672015762015773,0.8432798423798427,malignant,malignant
0,5,0,453,0.01393890553890554,0.9860610944610948,malignant,malignant
0,5,0,440,0.013695004995004997,0.9863049950049947,malignant,malignant
0,5,0,229,0.0,1.0,malignant,malignant
0,5,0,487,0.0,1.0,malignant,malignant
0,5,0,85,0.27503433788433757,0.7249656621156625,malignant,malignant
0,5,0,222,0.945208258408258,0.054791741591741515,benign,malignant
0,5,0,519,0.008144272394272394,0.9918557276057276,malignant,malignant
0,5,0,304,0.05565992340992338,0.9443400765900766,malignant,malignant
0,5,0,253,0.009862887112887112,0.990137112887113,malignant,malignant
0,5,0,84,0.003491452991452991,0.9965085470085471,malignant,malignant
0,5,0,255,0.15906028416028425,0.8409397158397167,malignant,malignant
0,5,0,184,0.0,1.0,malignant,malignant
0,5,0,326,0.3814567876567859,0.6185432123432119,malignant,malignant
0,6,0,552,0.9316829836829832,0.06831701631701623,benign,benign
0,6,0,141,1.0,0.0,benign,benign
0,6,0,143,0.8243132478632493,0.17568675213675225,benign,benign
0,6,0,429,1.0,0.0,benign,benign
0,6,0,587,1.0,0.0,benign,benign
0,6,0,621,0.5605655011655015,0.43943449883449853,benign,benign
0,6,0,529,0.9996666666666666,0.0003333333333333333,benign,benign
0,6,0,209,0.9996666666666666,0.0003333333333333333,benign,benign
0,6,0,345,1.0,0.0,benign,benign
0,6,0,136,1.0,0.0,benign,benign
0,6,0,599,0.9901112221112224,0.009888777888777891,benign,benign
0,6,0,368,1.0,0.0,benign,benign
0,6,0,202,1.0,0.0,benign,benign
0,6,0,693,0.9950634920634923,0.004936507936507938,benign,benign
0,6,0,373,1.0,0.0,benign,benign
0,6,0,29,1.0,0.0,benign,benign
0,6,0,388,1.0,0.0,benign,benign
0,6,0,35,1.0,0.0,benign,benign
0,6,0,13,1.0,0.0,benign,benign
0,6,0,560,1.0,0.0,benign,benign
0,6,0,120,1.0,0.0,benign,benign
0,6,0,194,1.0,0.0,benign,benign
0,6,0,613,1.0,0.0,benign,benign
0,6,0,554,1.0,0.0,benign,benign
0,6,0,378,0.999304761904762,0.0006952380952380952,benign,benign
0,6,0,566,1.0,0.0,benign,benign
0,6,0,130,0.9985,0.0015,benign,benign
0,6,0,355,1.0,0.0,benign,benign
0,6,0,244,1.0,0.0,benign,benign
0,6,0,507,0.8785799145299158,0.12142008547008548,benign,benign
0,6,0,422,0.9369768564768567,0.0630231435231435,benign,benign
0,6,0,572,1.0,0.0,benign,benign
0,6,0,125,1.0,0.0,benign,benign
0,6,0,199,1.0,0.0,benign,benign
0,6,0,265,0.9841348484848489,0.01586515151515152,benign,benign
0,6,0,11,1.0,0.0,benign,benign
0,6,0,576,1.0,0.0,benign,benign
0,6,0,243,0.7160866910866923,0.28391330891330907,benign,benign
0,6,0,474,1.0,0.0,benign,benign
0,6,0,663,1.0,0.0,benign,benign
0,6,0,108,1.0,0.0,benign,benign
0,6,0,192,1.0,0.0,benign,benign
0,6,0,548,1.0,0.0,benign,benign
0,6,0,553,0.4418446053946052,0.5581553946053944,malignant,benign
0,6,0,445,1.0,0.0,benign,benign
0,6,0,310,1.0,0.0,benign,benign
0,6,0,87,0.0003333333333333333,0.9996666666666667,malignant,malignant
0,6,0,25,0.39167234987234895,0.6083276501276523,malignant,malignant
0,6,0,299,0.3354380952380947,0.6645619047619057,malignant,malignant
0,6,0,574,0.008839926739926741,0.9911600732600732,malignant,malignant
0,6,0,56,0.014260939060939061,0.9857390609390613,malignant,malignant
0,6,0,272,0.017616616716616715,0.982383383283383,malignant,malignant
0,6,0,59,0.24815719280719295,0.7518428071928079,malignant,malignant
0,6,0,186,0.03415175380175378,0.9658482461982468,malignant,malignant
0,6,0,190,0.0008,0.9992000000000001,malignant,malignant
0,6,0,122,0.00025,0.99975,malignant,malignant
0,6,0,353,0.0017534798534798535,0.9982465201465202,malignant,malignant
0,6,0,670,0.04020644355644354,0.959793556443557,malignant,malignant
0,6,0,5,0.0,1.0,malignant,malignant
0,6,0,60,0.6431008047508052,0.3568991952491953,benign,malignant
0,6,0,12,0.8407203740703756,0.15927962592962613,benign,malignant
0,6,0,356,0.7232329781329782,0.2767670218670222,benign,malignant
0,6,0,109,0.07781911421911414,0.9221808857808867,malignant,malignant
0,6,0,124,0.03297171717171717,0.9670282828282829,malignant,malignant
0,6,0,696,0.06177124542124538,0.9382287545787551,malignant,malignant
0,6,0,152,0.0002,0.9997999999999999,malignant,malignant
0,6,0,173,0.0003333333333333333,0.9996666666666666,malignant,malignant
0,6,0,211,0.01707886002886002,0.9829211399711401,malignant,malignant
0,6,0,590,0.08497730602730609,0.915022693972695,malignant,malignant
0,6,0,636,0.00187012987012987,0.9981298701298701,malignant,malignant
0,7,0,577,1.0,0.0,benign,benign
0,7,0,203,1.0,0.0,benign,benign
0,7,0,407,1.0,0.0,benign,benign
0,7,0,365,1.0,0.0,benign,benign
0,7,0,470,1.0,0.0,benign,benign
0,7,0,352,0.3043230214230215,0.6956769785769792,malignant,benign
0,7,0,620,1.0,0.0,benign,benign
0,7,0,496,1.0,0.0,benign,benign
0,7,0,332,1.0,0.0,benign,benign
0,7,0,508,1.0,0.0,benign,benign
0,7,0,163,0.9872174603174607,0.012782539682539685,benign,benign
0,7,0,197,0.9990285714285715,0.0009714285714285713,benign,benign
0,7,0,69,1.0,0.0,benign,benign
0,7,0,666,0.9962222222222225,0.0037777777777777788,benign,benign
0,7,0,392,1.0,0.0,benign,benign
0,7,0,383,1.0,0.0,benign,benign
0,7,0,563,1.0,0.0,benign,benign
0,7,0,377,1.0,0.0,benign,benign
0,7,0,95,1.0,0.0,benign,benign
0,7,0,655,1.0,0.0,benign,benign
0,7,0,674,1.0,0.0,benign,benign
0,7,0,625,0.7211244588744593,0.2788755411255417,benign,benign
0,7,0,80,0.7391677655677684,0.2608322344322352,benign,benign
0,7,0,315,0.1274804695304697,0.8725195304695305,malignant,benign
0,7,0,220,1.0,0.0,benign,benign
0,7,0,22,1.0,0.0,benign,benign
0,7,0,196,0.012095554445554445,0.9879044455544457,malignant,benign
0,7,0,7,1.0,0.0,benign,benign
0,7,0,410,1.0,0.0,benign,benign
0,7,0,0,1.0,0.0,benign,benign
0,7,0,486,1.0,0.0,benign,benign
0,7,0,170,1.0,0.0,benign,benign
0,7,0,401,1.0,0.0,benign,benign
0,7,0,375,1.0,0.0,benign,benign
0,7,0,47,1.0,0.0,benign,benign
0,7,0,505,1.0,0.0,benign,benign
0,7,0,652,1.0,0.0,benign,benign
0,7,0,417,1.0,0.0,benign,benign
0,7,0,650,0.9421953879453888,0.05780461205461201,benign,benign
0,7,0,480,1.0,0.0,benign,benign
0,7,0,70,1.0,0.0,benign,benign
0,7,0,477,1.0,0.0,benign,benign
0,7,0,675,0.9962782106782107,0.0037217893217893223,benign,benign
0,7,0,646,1.0,0.0,benign,benign
0,7,0,689,0.9962222222222225,0.0037777777777777788,benign,benign
0,7,0,555,0.7795577811077807,0.22044221889221888,benign,benign
0,7,0,238,0.0005064935064935065,0.9994935064935065,malignant,malignant
0,7,0,167,0.02926998556998554,0.9707300144300133,malignant,malignant
0,7,0,239,0.0116013986013986,0.988398601398601,malignant,malignant
0,7,0,210,0.0,1.0,malignant,malignant
0,7,0,568,0.020042612942612937,0.9799573870573871,malignant,malignant
0,7,0,581,0.0,1.0,malignant,malignant
0,7,0,571,0.0,1.0,malignant,malignant
0,7,0,284,0.015255677655677657,0.9847443223443225,malignant,malignant
0,7,0,266,0.0003333333333333333,0.9996666666666666,malignant,malignant
0,7,0,479,0.0,1.0,malignant,malignant
0,7,0,361,0.020577777777777775,0.9794222222222219,malignant,malignant
0,7,0,489,0.5707951270951278,0.42920487290487275,benign,malignant
0,7,0,236,0.0,1.0,malignant,malignant
0,7,0,455,0.6142516650016635,0.38574833499833605,benign,malignant
0,7,0,523,0.0,1.0,malignant,malignant
0,7,0,149,0.0,1.0,malignant,malignant
0,7,0,546,0.031124358974358977,0.968875641025641,malignant,malignant
0,7,0,15,0.37087099012098956,0.6291290098790118,malignant,malignant
0,7,0,21,0.0026316350316350316,0.997368364968365,malignant,malignant
0,7,0,71,0.4822984182484188,0.517701581751581,malignant,malignant
0,7,0,221,0.0011047619047619048,0.9988952380952381,malignant,malignant
0,7,0,349,0.21727664002664096,0.7827233599733617,malignant,malignant
0,7,0,483,0.0,1.0,malignant,malignant
0,7,0,466,0.0,1.0,malignant,malignant
0,8,0,81,1.0,0.0,benign,benign
0,8,0,518,1.0,0.0,benign,benign
0,8,0,685,1.0,0.0,benign,benign
0,8,0,30,1.0,0.0,benign,benign
0,8,0,662,1.0,0.0,benign,benign
0,8,0,452,0.9996666666666667,0.0003333333333333333,benign,benign
0,8,0,276,1.0,0.0,benign,benign
0,8,0,502,1.0,0.0,benign,benign
0,8,0,600,1.0,0.0,benign,benign
0,8,0,531,1.0,0.0,benign,benign
0,8,0,580,1.0,0.0,benign,benign
0,8,0,127,1.0,0.0,benign,benign
0,8,0,395,1.0,0.0,benign,benign
0,8,0,34,1.0,0.0,benign,benign
0,8,0,448,1.0,0.0,benign,benign
0,8,0,596,1.0,0.0,benign,benign
0,8,0,472,0.9803380952380953,0.019661904761904766,benign,benign
0,8,0,135,0.9948888888888888,0.005111111111111111,benign,benign
0,8,0,631,1.0,0.0,benign,benign
0,8,0,252,0.13237360972360984,0.8676263902763928,malignant,benign
0,8,0,78,1.0,0.0,benign,benign
0,8,0,682,1.0,0.0,benign,benign
0,8,0,342,1.0,0.0,benign,benign
0,8,0,640,0.9991333333333333,0.0008666666666666666,benign,benign
0,8,0,162,1.0,0.0,benign,benign
0,8,0,644,1.0,0.0,benign,benign
0,8,0,319,0.19473251748251785,0.8052674825174844,malignant,benign
0,8,0,673,0.9882285714285716,0.011771428571428566,benign,benign
0,8,0,83,0.7493230769230778,0.2506769230769238,benign,benign
0,8,0,609,1.0,0.0,benign,benign
0,8,0,24,1.0,0.0,benign,benign
0,8,0,653,1.0,0.0,benign,benign
0,8,0,497,0.9998181818181818,0.00018181818181818183,benign,benign
0,8,0,607,1.0,0.0,benign,benign
0,8,0,114,0.8693040903540906,0.13069590964590955,benign,benign
0,8,0,369,1.0,0.0,benign,benign
0,8,0,661,1.0,0.0,benign,benign
0,8,0,216,1.0,0.0,benign,benign
0,8,0,683,1.0,0.0,benign,benign
0,8,0,490,1.0,0.0,benign,benign
0,8,0,145,0.9621714285714287,0.03782857142857142,benign,benign
0,8,0,133,1.0,0.0,benign,benign
0,8,0,584,0.9979238095238095,0.002076190476190476,benign,benign
0,8,0,602,1.0,0.0,benign,benign
0,8,0,677,1.0,0.0,benign,benign
0,8,0,506,0.06842968142968145,0.9315703185703189,malignant,malignant
0,8,0,179,0.22102571317571412,0.7789742868242899,malignant,malignant
0,8,0,117,0.0006666666666666666,0.9993333333333334,malignant,malignant
0,8,0,283,0.0034634920634920626,0.996536507936508,malignant,malignant
0,8,0,104,0.0,1.0,malignant,malignant
0,8,0,263,0.016161904761904773,0.9838380952380957,malignant,malignant
0,8,0,482,0.0005,0.9995,malignant,malignant
0,8,0,416,0.02437777777777773,0.975622222222224,malignant,malignant
0,8,0,522,0.09919048729048739,0.9008095127095143,malignant,malignant
0,8,0,603,0.44744795759795875,0.5525520424020409,malignant,malignant
0,8,0,427,0.001711111111111111,0.9982888888888889,malignant,malignant
0,8,0,101,0.44198181263181213,0.5580181873681884,malignant,malignant
0,8,0,230,0.1462582195582199,0.8537417804417824,malignant,malignant
0,8,0,425,0.0,1.0,malignant,malignant
0,8,0,39,0.16022896547896587,0.8397710345210364,malignant,malignant
0,8,0,691,0.4062761183261186,0.5937238816738823,malignant,malignant
0,8,0,316,0.11605244755244745,0.8839475524475535,malignant,malignant
0,8,0,330,0.05421504606504612,0.9457849539349542,malignant,malignant
0,8,0,360,0.00014285714285714284,0.9998571428571429,malignant,malignant
0,8,0,107,0.0010666666666666667,0.9989333333333332,malignant,malignant
0,8,0,412,0.0005714285714285714,0.9994285714285714,malignant,malignant
0,8,0,65,0.668500821400822,0.33149917859917893,benign,malignant
0,8,0,214,0.0,1.0,malignant,malignant
0,8,0,146,0.35643017538017524,0.643569824619827,malignant,malignant
0,8,0,320,0.0046813186813186814,0.9953186813186808,malignant,malignant
0,9,0,37,0.8008091131091148,0.19919088689088738,benign,benign
0,9,0,397,1.0,0.0,benign,benign
0,9,0,619,1.0,0.0,benign,benign
0,9,0,408,0.9133225885225895,0.08667741147741159,benign,benign
0,9,0,347,0.9968007770007772,0.0031992229992229984,benign,benign
0,9,0,1,0.12051699966699998,0.8794830003330016,malignant,benign
0,9,0,212,1.0,0.0,benign,benign
0,9,0,406,1.0,0.0,benign,benign
0,9,0,3,0.24280073815073874,0.7571992618492617,malignant,benign
0,9,0,45,0.9986857142857142,0.0013142857142857142,benign,benign
0,9,0,460,0.9991190476190477,0.0008809523809523809,benign,benign
0,9,0,189,0.9681054057054056,0.03189459429459428,benign,benign
0,9,0,446,1.0,0.0,benign,benign
0,9,0,692,1.0,0.0,benign,benign
0,9,0,679,1.0,0.0,benign,benign
0,9,0,541,1.0,0.0,benign,benign
0,9,0,597,0.978126362526363,0.021873637473637467,benign,benign
0,9,0,543,1.0,0.0,benign,benign
0,9,0,129,0.920350000000002,0.07964999999999986,benign,benign
0,9,0,297,0.3450544233544237,0.6549455766455768,malignant,benign
0,9,0,458,1.0,0.0,benign,benign
0,9,0,28,1.0,0.0,benign,benign
0,9,0,637,0.9657183039183035,0.03428169608169607,benign,benign
0,9,0,558,1.0,0.0,benign,benign
0,9,0,617,0.9940000000000002,0.006000000000000001,benign,benign
0,9,0,492,0.9997777777777779,0.0002222222222222222,benign,benign
0,9,0,504,1.0,0.0,benign,benign
0,9,0,309,0.8620923853923849,0.13790761460761503,benign,benign
0,9,0,551,1.0,0.0,benign,benign
0,9,0,306,1.0,0.0,benign,benign
0,9,0,280,1.0,0.0,benign,benign
0,9,0,364,1.0,0.0,benign,benign
0,9,0,374,1.0,0.0,benign,benign
0,9,0,630,0.9699770451770454,0.030022954822954796,benign,benign
0,9,0,110,0.6881872682872687,0.31181273171273177,benign,benign
0,9,0,510,1.0,0.0,benign,benign
0,9,0,509,1.0,0.0,benign,benign
0,9,0,193,1.0,0.0,benign,benign
0,9,0,444,0.9980750915750917,0.0019249084249084243,benign,benign
0,9,0,134,1.0,0.0,benign,benign
0,9,0,413,1.0,0.0,benign,benign
0,9,0,33,1.0,0.0,benign,benign
0,9,0,294,1.0,0.0,benign,benign
0,9,0,102,1.0,0.0,benign,benign
0,9,0,314,1.0,0.0,benign,benign
0,9,0,200,0.023685064935064934,0.976314935064935,malignant,malignant
0,9,0,570,0.015425840825840817,0.9845741591741598,malignant,malignant
0,9,0,514,0.0006433566433566433,0.9993566433566433,malignant,malignant
0,9,0,142,0.028783050283050296,0.9712169497169499,malignant,malignant
0,9,0,586,0.0,1.0,malignant,malignant
0,9,0,588,0.015188095238095245,0.9848119047619054,malignant,malignant
0,9,0,515,0.0023895104895104895,0.9976104895104895,malignant,malignant
0,9,0,592,0.0976258075258077,0.9023741924741931,malignant,malignant
0,9,0,226,0.0,1.0,malignant,malignant
0,9,0,604,0.3024167832167828,0.6975832167832166,malignant,malignant
0,9,0,105,0.6232718947718946,0.37672810522810596,benign,malignant
0,9,0,264,0.029209240759240748,0.9707907592407596,malignant,malignant
0,9,0,231,0.135040342990343,0.864959657009657,malignant,malignant
0,9,0,43,0.6001999999999992,0.39980000000000054,benign,malignant
0,9,0,449,0.0,1.0,malignant,malignant
0,9,0,491,0.04142072927072926,0.958579270729271,malignant,malignant
0,9,0,74,0.09478688533688523,0.9052131146631145,malignant,malignant
0,9,0,367,0.0,1.0,malignant,malignant
0,9,0,467,0.0288186924186924,0.9711813075813082,malignant,malignant
0,9,0,62,0.018330303030303034,0.9816696969696973,malignant,malignant
0,9,0,58,0.3590867354867366,0.6409132645132648,malignant,malignant
0,9,0,333,0.009162160062160064,0.9908378399378406,malignant,malignant
0,9,0,126,0.0066121212121212115,0.9933878787878795,malignant,malignant
0,9,0,549,0.09085150960150948,0.9091484903984898,malignant,malignant