% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Fri Mar 30 21:03:09 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
0,0,0,447,0.9997634032634032,0.00023659673659673662,benign,benign
0,0,0,593,0.9978827404479579,0.0021172595520421605,benign,benign
0,0,0,8,1.0,0.0,benign,benign
0,0,0,148,0.9172391304347853,0.08276086956521739,benign,benign
0,0,0,180,1.0,0.0,benign,benign
0,0,0,415,0.45982177133655566,0.5401782286634446,malignant,benign
0,0,0,500,0.9996274725274725,0.00037252747252747255,benign,benign
0,0,0,131,1.0,0.0,benign,benign
0,0,0,156,1.0,0.0,benign,benign
0,0,0,545,0.9997634032634032,0.00023659673659673662,benign,benign
0,0,0,595,0.9997634032634032,0.00023659673659673662,benign,benign
0,0,0,259,0.16082262346379844,0.8391773765361934,malignant,benign
0,0,0,433,1.0,0.0,benign,benign
0,0,0,426,0.840294178229665,0.15970582177033854,benign,benign
0,0,0,322,1.0,0.0,benign,benign
0,0,0,616,1.0,0.0,benign,benign
0,0,0,219,0.9703009456661622,0.029699054333836888,benign,benign
0,0,0,618,1.0,0.0,benign,benign
0,0,0,287,0.9172391304347853,0.08276086956521739,benign,benign
0,0,0,528,0.9830138622493456,0.016986137750653857,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
0,0,0,48,0.9995000000000002,0.0005,benign,benign
0,0,0,695,1.0,0.0,benign,benign
0,0,0,441,0.5795206830206803,0.42047931697932034,benign,benign
0,0,0,393,1.0,0.0,benign,benign
0,0,0,275,0.9667865895220724,0.03321341047792655,benign,benign
0,0,0,464,1.0,0.0,benign,benign
0,0,0,290,1.0,0.0,benign,benign
0,0,0,687,1.0,0.0,benign,benign
0,0,0,542,0.8613849313649355,0.13861506863506862,benign,benign
0,0,0,376,1.0,0.0,benign,benign
0,0,0,462,0.9993846153846154,0.0006153846153846153,benign,benign
0,0,0,97,0.9996274725274725,0.00037252747252747255,benign,benign
0,0,0,94,1.0,0.0,benign,benign
0,0,0,77,0.8613849313649355,0.13861506863506862,benign,benign
0,0,0,27,0.9997634032634032,0.00023659673659673662,benign,benign
0,0,0,256,1.0,0.0,benign,benign
0,0,0,277,1.0,0.0,benign,benign
0,0,0,138,0.9999130434782608,8.695652173913043e-05,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
0,0,0,624,0.9993846153846154,0.0006153846153846153,benign,benign
0,0,0,334,0.0005504761904761905,0.9994495238095238,malignant,malignant
0,0,0,414,0.0,1.0,malignant,malignant
0,0,0,54,0.003891891891891892,0.9961081081081079,malignant,malignant
0,0,0,339,0.003843982683982686,0.9961560173160178,malignant,malignant
0,0,0,357,0.0,1.0,malignant,malignant
0,0,0,123,0.282363678804855,0.7176363211951462,malignant,malignant
0,0,0,292,0.10189200940070504,0.8981079905992959,malignant,malignant
0,0,0,50,0.15987242080790487,0.8401275791920967,malignant,malignant
0,0,0,160,0.00036363636363636367,0.9996363636363635,malignant,malignant
0,0,0,215,0.004091891891891892,0.9959081081081078,malignant,malignant
0,0,0,213,0.0,1.0,malignant,malignant
0,0,0,293,0.05126487631760187,0.9487351236823961,malignant,malignant
0,0,0,41,0.1562416256736495,0.8437583743263501,malignant,malignant
0,0,0,488,0.1987574304739507,0.8012425695260434,malignant,malignant
0,0,0,668,0.15007795534664967,0.849922044653344,malignant,malignant
0,0,0,530,0.0474837455009872,0.9525162544990109,malignant,malignant
0,0,0,46,0.040490731571908016,0.9595092684280916,malignant,malignant
0,0,0,223,0.003891891891891892,0.9961081081081079,malignant,malignant
0,0,0,227,0.006655528255528251,0.993344471744471,malignant,malignant
0,0,0,680,0.0,1.0,malignant,malignant
0,0,0,63,0.7613046403046424,0.23869535969536182,benign,malignant
0,0,0,128,0.05419587198859756,0.9458041280114007,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
0,1,0,521,0.9680952380952431,0.03190476190476181,benign,benign
0,1,0,419,0.7662471509971563,0.23375284900285032,benign,benign
0,1,0,485,0.9971270270270264,0.002872972972972973,benign,benign
0,1,0,647,0.9994999999999998,0.0005,benign,benign
0,1,0,82,0.9957496774193535,0.0042503225806451595,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
0,1,0,389,0.9228197802197847,0.07718021978022006,benign,benign
0,1,0,176,1.0,0.0,benign,benign
0,1,0,434,0.13418710097653822,0.8658128990234659,malignant,benign
0,1,0,556,0.9957496774193535,0.0042503225806451595,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
0,1,0,2,0.9985999999999996,0.0014,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
0,1,0,61,0.9985999999999996,0.0014,benign,benign
0,1,0,430,0.7662471509971563,0.23375284900285032,benign,benign
0,1,0,66,1.0,0.0,benign,benign
0,1,0,651,0.9957496774193535,0.0042503225806451595,benign,benign
0,1,0,154,1.0,0.0,benign,benign
0,1,0,153,0.9713413127413126,0.028658687258687275,benign,benign
0,1,0,532,1.0,0.0,benign,benign
0,1,0,639,0.9994999999999998,0.0005,benign,benign
0,1,0,573,1.0,0.0,benign,benign
0,1,0,420,0.9867767044463804,0.013223295553618133,benign,benign
0,1,0,9,0.9957496774193535,0.0042503225806451595,benign,benign
0,1,0,321,0.9876169935822098,0.012383006417789015,benign,benign
0,1,0,258,1.0,0.0,benign,benign
0,1,0,4,0.9994999999999998,0.0005,benign,benign
0,1,0,19,1.0,0.0,benign,benign
0,1,0,217,1.0,0.0,benign,benign
0,1,0,362,0.9548719425416236,0.045128057458379944,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
0,1,0,40,0.008575605170387784,0.9914243948296113,malignant,benign
0,1,0,409,1.0,0.0,benign,benign
0,1,0,305,0.019805860805860796,0.9801941391941392,malignant,malignant
0,1,0,267,0.07569214433503907,0.9243078556649609,malignant,malignant
0,1,0,565,0.0,1.0,malignant,malignant
0,1,0,340,0.19106258490964356,0.8089374150903552,malignant,malignant
0,1,0,268,0.00064,0.9993600000000001,malignant,malignant
0,1,0,633,0.006528648648648652,0.9934713513513503,malignant,malignant
0,1,0,175,0.008399999999999998,0.9916000000000005,malignant,malignant
0,1,0,260,0.00010810810810810812,0.9998918918918919,malignant,malignant
0,1,0,218,0.0030469565217391297,0.996953043478261,malignant,malignant
0,1,0,312,0.12172864864864794,0.8782713513513549,malignant,malignant
0,1,0,328,0.2096471735471745,0.7903528264528293,malignant,malignant
0,1,0,224,0.001108108108108108,0.9988918918918919,malignant,malignant
0,1,0,112,0.19087210871916738,0.8091278912808315,malignant,malignant
0,1,0,302,0.0,1.0,malignant,malignant
0,1,0,55,0.12529090909090854,0.8747090909090947,malignant,malignant
0,1,0,151,0.5490482302383835,0.4509517697616152,benign,malignant
0,1,0,166,0.03155135135135133,0.9684486486486473,malignant,malignant
0,1,0,20,0.19087210871916738,0.8091278912808315,malignant,malignant
0,1,0,205,0.0,1.0,malignant,malignant
0,1,0,103,0.8617439054135867,0.13825609458641827,benign,malignant
0,1,0,289,0.024151351351351352,0.9758486486486482,malignant,malignant
0,1,0,582,0.01068879310344828,0.9893112068965523,malignant,malignant
0,1,0,457,0.005528648648648651,0.9944713513513503,malignant,malignant
0,1,0,594,0.0012887931034482759,0.9987112068965518,malignant,malignant
0,2,0,269,1.0,0.0,benign,benign
0,2,0,168,1.0,0.0,benign,benign
0,2,0,559,0.9999642857142856,3.571428571428571e-05,benign,benign
0,2,0,195,1.0,0.0,benign,benign
0,2,0,79,0.9441666666666712,0.05583333333333308,benign,benign
0,2,0,517,1.0,0.0,benign,benign
0,2,0,615,0.9929500000000002,0.0070500000000000085,benign,benign
0,2,0,338,1.0,0.0,benign,benign
0,2,0,511,0.9999642857142856,3.571428571428571e-05,benign,benign
0,2,0,404,0.9817674418604649,0.018232558139534897,benign,benign
0,2,0,403,0.6356120634920688,0.36438793650793494,benign,benign
0,2,0,547,1.0,0.0,benign,benign
0,2,0,540,0.9502608374384243,0.04973916256157632,benign,benign
0,2,0,516,1.0,0.0,benign,benign
0,2,0,623,1.0,0.0,benign,benign
0,2,0,451,0.9999642857142856,3.571428571428571e-05,benign,benign
0,2,0,606,1.0,0.0,benign,benign
0,2,0,439,0.9999642857142856,3.571428571428571e-05,benign,benign
0,2,0,350,0.9999642857142856,3.571428571428571e-05,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
0,2,0,567,0.9500743295019165,0.04992567049808425,benign,benign
0,2,0,468,1.0,0.0,benign,benign
0,2,0,178,1.0,0.0,benign,benign
0,2,0,394,0.9312044026811312,0.06879559731887,benign,benign
0,2,0,92,1.0,0.0,benign,benign
0,2,0,137,1.0,0.0,benign,benign
0,2,0,240,0.9924500000000004,0.00755000000000001,benign,benign
0,2,0,424,1.0,0.0,benign,benign
0,2,0,526,1.0,0.0,benign,benign
0,2,0,463,0.9995,0.0005,benign,benign
0,2,0,688,1.0,0.0,benign,benign
0,2,0,461,0.6356120634920688,0.36438793650793494,benign,benign
0,2,0,139,0.9830120634920643,0.0169879365079365,benign,benign
0,2,0,678,1.0,0.0,benign,benign
0,2,0,622,0.9981739130434784,0.0018260869565217392,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
0,2,0,564,0.9995,0.0005,benign,benign
0,2,0,281,1.0,0.0,benign,benign
0,2,0,525,1.0,0.0,benign,benign
0,2,0,100,0.061579756786053916,0.9384202432139453,malignant,malignant
0,2,0,344,0.0003266666666666667,0.9996733333333334,malignant,malignant
0,2,0,608,0.010000000000000007,0.9899999999999995,malignant,malignant
0,2,0,288,0.6301958178053879,0.36980418219461536,benign,malignant
0,2,0,42,0.021037681159420275,0.978962318840579,malignant,malignant
0,2,0,658,0.0,1.0,malignant,malignant
0,2,0,111,0.0032142857142857142,0.9967857142857144,malignant,malignant
0,2,0,348,0.8106927256305735,0.18930727436943345,benign,malignant
0,2,0,237,0.004182792022792023,0.9958172079772079,malignant,malignant
0,2,0,358,0.003945054945054948,0.9960549450549456,malignant,malignant
0,2,0,391,0.0037922077922077947,0.9962077922077927,malignant,malignant
0,2,0,435,0.0,1.0,malignant,malignant
0,2,0,191,0.0,1.0,malignant,malignant
0,2,0,336,0.015833333333333345,0.9841666666666661,malignant,malignant
0,2,0,51,0.341858891189328,0.658141108810676,malignant,malignant
0,2,0,14,0.0,1.0,malignant,malignant
0,2,0,174,0.0006493506493506494,0.9993506493506493,malignant,malignant
0,2,0,421,0.0,1.0,malignant,malignant
0,2,0,262,0.0037922077922077947,0.9962077922077927,malignant,malignant
0,2,0,99,0.0,1.0,malignant,malignant
0,2,0,270,0.03935030848499431,0.9606496915150042,malignant,malignant
0,2,0,132,0.005833333333333333,0.9941666666666665,malignant,malignant
0,2,0,251,0.05136948634417224,0.9486305136558268,malignant,malignant
0,2,0,233,0.03657108770577354,0.9634289122942244,malignant,malignant
0,3,0,654,1.0,0.0,benign,benign
0,3,0,657,0.32183405483405775,0.6781659451659411,malignant,benign
0,3,0,645,1.0,0.0,benign,benign
0,3,0,248,0.999925925925926,7.407407407407407e-05,benign,benign
0,3,0,296,0.1855946064454472,0.8144053935545541,malignant,benign
0,3,0,494,0.5709694176790923,0.4290305823209076,benign,benign
0,3,0,164,0.9470710417868325,0.05292895821316876,benign,benign
0,3,0,638,1.0,0.0,benign,benign
0,3,0,121,0.9693679321955192,0.030632067804481616,benign,benign
0,3,0,432,0.9997456930614826,0.00025430693851746485,benign,benign
0,3,0,471,0.9995363408521305,0.00046365914786967413,benign,benign
0,3,0,249,0.947271891327065,0.05272810867293627,benign,benign
0,3,0,387,0.754493395493402,0.24550660450660522,benign,benign
0,3,0,399,0.9405685611879157,0.05943143881208398,benign,benign
0,3,0,351,1.0,0.0,benign,benign
0,3,0,469,1.0,0.0,benign,benign
0,3,0,481,0.8092870462870533,0.19071295371295433,benign,benign
0,3,0,327,1.0,0.0,benign,benign
0,3,0,235,0.9644808933002483,0.03551910669975187,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
0,3,0,89,0.9164488078541407,0.08355119214586254,benign,benign
0,3,0,311,1.0,0.0,benign,benign
0,3,0,385,0.8112870462870533,0.18871295371295432,benign,benign
0,3,0,536,0.9995922539080435,0.0004077460919566183,benign,benign
0,3,0,335,1.0,0.0,benign,benign
0,3,0,318,0.9164488078541407,0.08355119214586254,benign,benign
0,3,0,144,1.0,0.0,benign,benign
0,3,0,539,0.9997456930614826,0.00025430693851746485,benign,benign
0,3,0,537,0.9977295238095238,0.0022704761904761904,benign,benign
0,3,0,628,1.0,0.0,benign,benign
0,3,0,325,1.0,0.0,benign,benign
0,3,0,91,1.0,0.0,benign,benign
0,3,0,161,0.999925925925926,7.407407407407407e-05,benign,benign
0,3,0,291,1.0,0.0,benign,benign
0,3,0,664,1.0,0.0,benign,benign
0,3,0,150,1.0,0.0,benign,benign
0,3,0,443,0.9988965517241378,0.0011034482758620692,benign,benign
0,3,0,116,0.6178760794760844,0.38212392052391786,benign,benign
0,3,0,513,1.0,0.0,benign,benign
0,3,0,428,1.0,0.0,benign,benign
0,3,0,115,0.6091073891625588,0.3908926108374407,benign,benign
0,3,0,10,1.0,0.0,benign,benign
0,3,0,201,0.0005818181818181819,0.9994181818181818,malignant,malignant
0,3,0,52,0.04677033690946734,0.9532296630905357,malignant,malignant
0,3,0,386,0.0004,0.9995999999999999,malignant,malignant
0,3,0,436,0.13622640692640692,0.8637735930735897,malignant,malignant
0,3,0,177,0.2660833333333356,0.7339166666666632,malignant,malignant
0,3,0,155,0.01709549689440994,0.98290450310559,malignant,malignant
0,3,0,317,0.022654761904761924,0.9773452380952379,malignant,malignant
0,3,0,113,0.04220748164878591,0.9577925183512179,malignant,malignant
0,3,0,611,0.26779761904762134,0.7322023809523774,malignant,malignant
0,3,0,300,0.04695215509128552,0.9530478449087176,malignant,malignant
0,3,0,465,0.005107142857142856,0.9948928571428566,malignant,malignant
0,3,0,183,0.001714285714285714,0.9982857142857141,malignant,malignant
0,3,0,626,0.1794476700485107,0.8205523299514903,malignant,malignant
0,3,0,610,0.013241506319767197,0.9867584936802332,malignant,malignant
0,3,0,323,0.009122153209109729,0.9908778467908905,malignant,malignant
0,3,0,36,0.126829004329004,0.8731709956709922,malignant,malignant
0,3,0,612,0.0,1.0,malignant,malignant
0,3,0,279,0.050810714285714195,0.94918928571429,malignant,malignant
0,3,0,591,0.0018095238095238093,0.9981904761904761,malignant,malignant
0,3,0,261,0.0,1.0,malignant,malignant
0,3,0,254,0.05019404761904753,0.9498059523809568,malignant,malignant
0,3,0,159,0.00217391304347826,0.9978260869565219,malignant,malignant
0,3,0,206,0.0506107142857142,0.94938928571429,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
0,4,0,635,0.9772479603729602,0.022752039627039627,benign,benign
0,4,0,298,0.9663220095693728,0.03367799043062222,benign,benign
0,4,0,341,1.0,0.0,benign,benign
0,4,0,228,1.0,0.0,benign,benign
0,4,0,437,0.9999166666666668,8.333333333333333e-05,benign,benign
0,4,0,17,0.999857843137255,0.00014215686274509804,benign,benign
0,4,0,598,1.0,0.0,benign,benign
0,4,0,147,0.9653571428571377,0.03464285714285736,benign,benign
0,4,0,423,0.9760479603729604,0.02395203962703962,benign,benign
0,4,0,225,1.0,0.0,benign,benign
0,4,0,271,0.9997631860399664,0.00023681396003377432,benign,benign
0,4,0,583,1.0,0.0,benign,benign
0,4,0,337,1.0,0.0,benign,benign
0,4,0,656,0.9997664540138226,0.00023354598617756513,benign,benign
0,4,0,119,0.9973544973544975,0.002645502645502646,benign,benign
0,4,0,579,1.0,0.0,benign,benign
0,4,0,459,0.9760479603729604,0.02395203962703962,benign,benign
0,4,0,363,0.6343431479920116,0.36565685200799075,benign,benign
0,4,0,6,0.6647947089947096,0.3352052910052896,benign,benign
0,4,0,76,0.9772479603729602,0.022752039627039627,benign,benign
0,4,0,26,1.0,0.0,benign,benign
0,4,0,72,0.7027064294552933,0.29729357054471056,benign,benign
0,4,0,694,0.9653571428571377,0.03464285714285736,benign,benign
0,4,0,544,0.9772479603729602,0.022752039627039627,benign,benign
0,4,0,346,0.9633909090909039,0.03660909090909113,benign,benign
0,4,0,396,1.0,0.0,benign,benign
0,4,0,690,1.0,0.0,benign,benign
0,4,0,182,0.9997631860399664,0.00023681396003377432,benign,benign
0,4,0,438,0.9760479603729604,0.02395203962703962,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
0,4,0,450,0.9998611111111112,0.0001388888888888889,benign,benign
0,4,0,660,1.0,0.0,benign,benign
0,4,0,667,1.0,0.0,benign,benign
0,4,0,402,0.7027064294552933,0.29729357054471056,benign,benign
0,4,0,484,0.9968909090909092,0.003109090909090909,benign,benign
0,4,0,204,1.0,0.0,benign,benign
0,4,0,557,0.9998220095693781,0.0001779904306220096,benign,benign
0,4,0,370,0.7750305916305945,0.22496940836940996,benign,benign
0,4,0,234,0.7543639249639288,0.24563607503607665,benign,benign
0,4,0,207,1.0,0.0,benign,benign
0,4,0,671,1.0,0.0,benign,benign
0,4,0,295,0.004999999999999999,0.9949999999999998,malignant,malignant
0,4,0,57,0.9412114372469583,0.058788562753036774,benign,malignant
0,4,0,38,0.21752280041797295,0.7824771995820259,malignant,malignant
0,4,0,273,0.5956511904761927,0.4043488095238065,benign,malignant
0,4,0,308,0.01233012104064735,0.9876698789593524,malignant,malignant
0,4,0,23,0.5794017602300101,0.4205982397699909,benign,malignant
0,4,0,67,0.2414409244243321,0.7585590755756659,malignant,malignant
0,4,0,247,0.16719867220801377,0.8328013277919868,malignant,malignant
0,4,0,698,0.20433483048828227,0.7956651695117196,malignant,malignant
0,4,0,68,0.024666867201425968,0.9753331327985739,malignant,malignant
0,4,0,282,0.22180057819575072,0.7781994218042483,malignant,malignant
0,4,0,381,0.0016266666666666662,0.9983733333333331,malignant,malignant
0,4,0,187,0.0,1.0,malignant,malignant
0,4,0,246,0.0,1.0,malignant,malignant
0,4,0,648,0.17440814446649655,0.8255918555335072,malignant,malignant
0,4,0,18,0.0,1.0,malignant,malignant
0,4,0,188,0.1801329684807941,0.8198670315192089,malignant,malignant
0,4,0,49,0.011153390088172703,0.9888466099118266,malignant,malignant
0,4,0,669,0.1747483530961788,0.8252516469038245,malignant,malignant
0,4,0,605,0.008653390088172695,0.9913466099118267,malignant,malignant
0,4,0,366,0.0,1.0,malignant,malignant
0,4,0,32,0.005551571906354514,0.9944484280936452,malignant,malignant
0,4,0,98,0.008947675802458413,0.991052324197541,malignant,malignant
0,4,0,569,8e-05,0.9999199999999999,malignant,malignant
0,5,0,535,0.9429870843073086,0.057012915692691304,benign,benign
0,5,0,575,0.9597430830039532,0.04025691699604744,benign,benign
0,5,0,512,1.0,0.0,benign,benign
0,5,0,442,0.994296666666666,0.005703333333333332,benign,benign
0,5,0,165,0.9713800000000001,0.02862,benign,benign
0,5,0,75,0.9330321739130442,0.06696782608695649,benign,benign
0,5,0,379,0.6431741228070207,0.3568258771929802,benign,benign
0,5,0,534,1.0,0.0,benign,benign
0,5,0,158,0.928109119141732,0.071890880858272,benign,benign
0,5,0,431,0.9361904761904809,0.06380952380952362,benign,benign
0,5,0,118,0.930487142857147,0.06951285714285695,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
0,5,0,245,0.9713800000000001,0.02862,benign,benign
0,5,0,16,1.0,0.0,benign,benign
0,5,0,478,1.0,0.0,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
0,5,0,520,0.9361904761904809,0.06380952380952362,benign,benign
0,5,0,31,1.0,0.0,benign,benign
0,5,0,371,0.9856025871619409,0.014397412838058002,benign,benign
0,5,0,454,0.7755135167464153,0.2244864832535872,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
0,5,0,382,0.9616521739130439,0.03834782608695654,benign,benign
0,5,0,354,1.0,0.0,benign,benign
0,5,0,627,0.6835731884057991,0.31642681159420516,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
0,5,0,331,1.0,0.0,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
0,5,0,232,0.5011667196014171,0.4988332803985829,benign,benign
0,5,0,418,0.9311230830039533,0.0688769169960474,benign,benign
0,5,0,411,0.9923731884057965,0.007626811594202895,benign,benign
0,5,0,250,0.9995454545454545,0.0004545454545454546,benign,benign
0,5,0,140,1.0,0.0,benign,benign
0,5,0,632,1.0,0.0,benign,benign
0,5,0,359,0.04427359324172764,0.9557264067582679,malignant,malignant
0,5,0,106,0.00019047619047619045,0.9998095238095238,malignant,malignant
0,5,0,456,0.00036363636363636367,0.9996363636363638,malignant,malignant
0,5,0,44,0.00017391304347826085,0.9998260869565218,malignant,malignant
0,5,0,329,0.050533333501467874,0.9494666664985268,malignant,malignant
0,5,0,53,0.17470858585858706,0.82529141414142,malignant,malignant
0,5,0,86,0.24408784445439627,0.7559121555456036,malignant,malignant
0,5,0,73,0.050706493674628046,0.9492935063253668,malignant,malignant
0,5,0,400,0.003216666666666668,0.9967833333333336,malignant,malignant
0,5,0,681,0.0028799999999999997,0.9971199999999997,malignant,malignant
0,5,0,697,0.24571083505866223,0.7542891649413437,malignant,malignant
0,5,0,453,0.01322763347763348,0.9867723665223666,malignant,malignant
0,5,0,440,0.06865236229875758,0.9313476377012374,malignant,malignant
0,5,0,229,0.0,1.0,malignant,malignant
0,5,0,487,0.00019047619047619045,0.9998095238095238,malignant,malignant
0,5,0,85,0.2157379310344839,0.7842620689655223,malignant,malignant
0,5,0,222,0.6835731884057991,0.31642681159420516,benign,malignant
0,5,0,519,0.03225942656377438,0.967740573436225,malignant,malignant
0,5,0,304,0.04755064951878395,0.9524493504812116,malignant,malignant
0,5,0,253,0.023649758454106266,0.9763502415458933,malignant,malignant
0,5,0,84,0.005972077922077922,0.9940279220779225,malignant,malignant
0,5,0,255,0.04119253420908594,0.958807465790913,malignant,malignant
0,5,0,184,0.00019047619047619045,0.9998095238095238,malignant,malignant
0,5,0,326,0.660656521739132,0.3393434782608719,benign,malignant
0,6,0,552,0.9966666666666679,0.00333333333333333,benign,benign
0,6,0,141,1.0,0.0,benign,benign
0,6,0,143,0.8050322408026783,0.19496775919732384,benign,benign
0,6,0,429,1.0,0.0,benign,benign
0,6,0,587,0.9966666666666679,0.00333333333333333,benign,benign
0,6,0,621,0.7393797974574463,0.26062020254255447,benign,benign
0,6,0,529,1.0,0.0,benign,benign
0,6,0,209,1.0,0.0,benign,benign
0,6,0,345,1.0,0.0,benign,benign
0,6,0,136,1.0,0.0,benign,benign
0,6,0,599,0.9561172378516648,0.04388276214833765,benign,benign
0,6,0,368,0.9611499651243922,0.0388500348756103,benign,benign
0,6,0,202,1.0,0.0,benign,benign
0,6,0,693,1.0,0.0,benign,benign
0,6,0,373,1.0,0.0,benign,benign
0,6,0,29,0.9611499651243922,0.0388500348756103,benign,benign
0,6,0,388,0.9966666666666679,0.00333333333333333,benign,benign
0,6,0,35,1.0,0.0,benign,benign
0,6,0,13,0.8205394871794899,0.17946051282051245,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
0,6,0,613,0.8999335918982999,0.10006640810170249,benign,benign
0,6,0,554,1.0,0.0,benign,benign
0,6,0,378,0.9961666666666679,0.0038333333333333292,benign,benign
0,6,0,566,1.0,0.0,benign,benign
0,6,0,130,0.9611499651243922,0.0388500348756103,benign,benign
0,6,0,355,0.9961666666666679,0.0038333333333333292,benign,benign
0,6,0,244,1.0,0.0,benign,benign
0,6,0,507,0.8050322408026783,0.19496775919732384,benign,benign
0,6,0,422,0.8792458608058634,0.12075413919413966,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
0,6,0,265,0.9535309175053456,0.046469082494658115,benign,benign
0,6,0,11,1.0,0.0,benign,benign
0,6,0,576,1.0,0.0,benign,benign
0,6,0,243,0.8050322408026783,0.19496775919732384,benign,benign
0,6,0,474,1.0,0.0,benign,benign
0,6,0,663,0.9611499651243922,0.0388500348756103,benign,benign
0,6,0,108,0.9966666666666679,0.00333333333333333,benign,benign
0,6,0,192,1.0,0.0,benign,benign
0,6,0,548,1.0,0.0,benign,benign
0,6,0,553,0.26825128916172564,0.7317487108382786,malignant,benign
0,6,0,445,1.0,0.0,benign,benign
0,6,0,310,0.9995000000000002,0.0005,benign,benign
0,6,0,87,9.523809523809523e-05,0.999904761904762,malignant,malignant
0,6,0,25,0.7085696051270524,0.2914303948729487,benign,malignant
0,6,0,299,0.7392722408026783,0.2607277591973231,benign,malignant
0,6,0,574,0.17072122762148428,0.8292787723785218,malignant,malignant
0,6,0,56,0.00768701247666764,0.9923129875233312,malignant,malignant
0,6,0,272,0.19564348408056986,0.8043565159194354,malignant,malignant
0,6,0,59,0.2384859335038375,0.7615140664961678,malignant,malignant
0,6,0,186,0.017966859716859716,0.9820331402831406,malignant,malignant
0,6,0,190,0.0,1.0,malignant,malignant
0,6,0,122,0.0,1.0,malignant,malignant
0,6,0,353,0.0019199999999999998,0.99808,malignant,malignant
0,6,0,670,0.01817162162162162,0.9818283783783786,malignant,malignant
0,6,0,5,0.0,1.0,malignant,malignant
0,6,0,60,0.8030350010773551,0.19696499892264527,benign,malignant
0,6,0,12,0.8716150915750942,0.12838490842490896,benign,malignant
0,6,0,356,0.8038503856927398,0.19614961430726066,benign,malignant
0,6,0,109,0.19202838634583186,0.807971613654173,malignant,malignant
0,6,0,124,0.010573559773559772,0.9894264402264403,malignant,malignant
0,6,0,696,0.2605394556083311,0.7394605443916755,malignant,malignant
0,6,0,152,0.0023732193732193736,0.9976267806267803,malignant,malignant
0,6,0,173,0.0,1.0,malignant,malignant
0,6,0,211,0.0,1.0,malignant,malignant
0,6,0,590,0.2621610772299526,0.7378389227700537,malignant,malignant
0,6,0,636,0.17072122762148428,0.8292787723785218,malignant,malignant
0,7,0,577,1.0,0.0,benign,benign
0,7,0,203,0.9996756756756756,0.00032432432432432436,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
0,7,0,352,0.32392281846564447,0.6760771815343573,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
0,7,0,163,0.825748275862064,0.1742517241379304,benign,benign
0,7,0,197,0.9988571428571428,0.0011428571428571427,benign,benign
0,7,0,69,1.0,0.0,benign,benign
0,7,0,666,1.0,0.0,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
0,7,0,625,0.7135588654588618,0.28644113454113257,benign,benign
0,7,0,80,1.0,0.0,benign,benign
0,7,0,315,0.14935055547958834,0.8506494445204159,malignant,benign
0,7,0,220,1.0,0.0,benign,benign
0,7,0,22,1.0,0.0,benign,benign
0,7,0,196,0.025559999999999996,0.9744400000000001,malignant,benign
0,7,0,7,1.0,0.0,benign,benign
0,7,0,410,1.0,0.0,benign,benign
0,7,0,0,0.9996756756756756,0.00032432432432432436,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
0,7,0,505,0.881664239165849,0.11833576083414715,benign,benign
0,7,0,652,1.0,0.0,benign,benign
0,7,0,417,1.0,0.0,benign,benign
0,7,0,650,0.7921236363636314,0.2078763636363626,benign,benign
0,7,0,480,1.0,0.0,benign,benign
0,7,0,70,0.9933424312814572,0.006657568718544334,benign,benign
0,7,0,477,1.0,0.0,benign,benign
0,7,0,675,0.9933424312814572,0.006657568718544334,benign,benign
0,7,0,646,1.0,0.0,benign,benign
0,7,0,689,1.0,0.0,benign,benign
0,7,0,555,0.8704986915486885,0.1295013084513076,benign,benign
0,7,0,238,0.00042105263157894734,0.999578947368421,malignant,malignant
0,7,0,167,0.011158952069478369,0.9888410479305201,malignant,malignant
0,7,0,239,0.049608136645962676,0.9503918633540381,malignant,malignant
0,7,0,210,0.0,1.0,malignant,malignant
0,7,0,568,0.025981052631578946,0.974018947368421,malignant,malignant
0,7,0,581,0.010714920634920628,0.9892850793650806,malignant,malignant
0,7,0,571,0.0,1.0,malignant,malignant
0,7,0,284,0.009629385964912283,0.9903706140350876,malignant,malignant
0,7,0,266,0.00042105263157894734,0.999578947368421,malignant,malignant
0,7,0,479,0.01056730158730158,0.9894326984126993,malignant,malignant
0,7,0,361,0.03214393751176361,0.9678560624882371,malignant,malignant
0,7,0,489,0.38731872574155285,0.6126812742584493,malignant,malignant
0,7,0,236,0.00042105263157894734,0.999578947368421,malignant,malignant
0,7,0,455,0.7691636363636317,0.23083636363636215,benign,malignant
0,7,0,523,0.0,1.0,malignant,malignant
0,7,0,149,0.0,1.0,malignant,malignant
0,7,0,546,0.009587301587301585,0.9904126984126994,malignant,malignant
0,7,0,15,0.6418774416067597,0.35812255839324036,benign,malignant
0,7,0,21,0.0,1.0,malignant,malignant
0,7,0,71,0.30698993420372955,0.6930100657962751,malignant,malignant
0,7,0,221,0.0,1.0,malignant,malignant
0,7,0,349,0.7061621621621591,0.2938378378378358,benign,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
0,8,0,662,0.9920793103448279,0.007920689655172423,benign,benign
0,8,0,452,0.9960000000000006,0.004000000000000004,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
0,8,0,472,0.9608000000000007,0.03919999999999999,benign,benign
0,8,0,135,0.9976000000000002,0.0024000000000000002,benign,benign
0,8,0,631,1.0,0.0,benign,benign
0,8,0,252,0.15503180148974965,0.8449681985102463,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
0,8,0,640,0.9960000000000006,0.004000000000000004,benign,benign
0,8,0,162,1.0,0.0,benign,benign
0,8,0,644,1.0,0.0,benign,benign
0,8,0,319,0.1979552628022813,0.8020447371977132,malignant,benign
0,8,0,673,0.8607313821721602,0.13926861782783798,benign,benign
0,8,0,83,1.0,0.0,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
0,8,0,497,1.0,0.0,benign,benign
0,8,0,607,1.0,0.0,benign,benign
0,8,0,114,0.6090238314020923,0.3909761685979079,benign,benign
0,8,0,369,0.9920793103448279,0.007920689655172423,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
0,8,0,145,0.9659972997628171,0.03400270023718299,benign,benign
0,8,0,133,1.0,0.0,benign,benign
0,8,0,584,0.9397528735632232,0.060247126436781304,benign,benign
0,8,0,602,1.0,0.0,benign,benign
0,8,0,677,1.0,0.0,benign,benign
0,8,0,506,0.017446428571428578,0.9825535714285711,malignant,malignant
0,8,0,179,0.1574926165367715,0.8425073834632244,malignant,malignant
0,8,0,117,0.0,1.0,malignant,malignant
0,8,0,283,0.011125483341278662,0.9888745166587196,malignant,malignant
0,8,0,104,0.032016632016632025,0.9679833679833665,malignant,malignant
0,8,0,263,0.01033760455339987,0.9896623954465998,malignant,malignant
0,8,0,482,0.00032432432432432436,0.9996756756756756,malignant,malignant
0,8,0,416,0.0038020989505247373,0.9961979010494753,malignant,malignant
0,8,0,522,0.08819407407322882,0.911805925926768,malignant,malignant
0,8,0,603,0.7082474012474006,0.291752598752599,benign,malignant
0,8,0,427,0.032743904743904755,0.967256095256094,malignant,malignant
0,8,0,101,0.21499297551499388,0.7850070244850004,malignant,malignant
0,8,0,230,0.07581063251478684,0.9241893674852112,malignant,malignant
0,8,0,425,0.0,1.0,malignant,malignant
0,8,0,39,0.18414327334246608,0.8158567266575295,malignant,malignant
0,8,0,691,0.20434690468316624,0.7956530953168292,malignant,malignant
0,8,0,316,0.14152953016579262,0.8584704698342034,malignant,malignant
0,8,0,330,0.040539286430081714,0.9594607135699158,malignant,malignant
0,8,0,360,0.0,1.0,malignant,malignant
0,8,0,107,0.0016666666666666666,0.9983333333333332,malignant,malignant
0,8,0,412,0.004781467181467182,0.9952185328185326,malignant,malignant
0,8,0,65,0.6192101936624735,0.3807898063375269,benign,malignant
0,8,0,214,0.0,1.0,malignant,malignant
0,8,0,146,0.18217721211533208,0.8178227878846623,malignant,malignant
0,8,0,320,0.03145454545454543,0.9685454545454532,malignant,malignant
0,9,0,37,0.9988424403183023,0.0011575596816976125,benign,benign
0,9,0,397,1.0,0.0,benign,benign
0,9,0,619,0.9999655172413793,3.4482758620689657e-05,benign,benign
0,9,0,408,0.8728827586206956,0.1271172413793109,benign,benign
0,9,0,347,0.9804000000000006,0.019599999999999996,benign,benign
0,9,0,1,0.18765376048991123,0.8123462395100901,malignant,benign
0,9,0,212,1.0,0.0,benign,benign
0,9,0,406,0.9990769230769229,0.0009230769230769232,benign,benign
0,9,0,3,0.16539365469946077,0.8346063453005399,malignant,benign
0,9,0,45,1.0,0.0,benign,benign
0,9,0,460,0.9999655172413793,3.4482758620689657e-05,benign,benign
0,9,0,189,0.9374146014904636,0.06258539850953651,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
0,9,0,597,0.9881706454465062,0.01182935455349247,benign,benign
0,9,0,543,1.0,0.0,benign,benign
0,9,0,129,0.9390909090909162,0.06090909090909073,benign,benign
0,9,0,297,0.4237080150400956,0.5762919849599039,malignant,benign
0,9,0,458,0.9982857142857143,0.0017142857142857142,benign,benign
0,9,0,28,1.0,0.0,benign,benign
0,9,0,637,0.9374146014904636,0.06258539850953651,benign,benign
0,9,0,558,1.0,0.0,benign,benign
0,9,0,617,0.9876260504201687,0.012373949579831926,benign,benign
0,9,0,492,1.0,0.0,benign,benign
0,9,0,504,1.0,0.0,benign,benign
0,9,0,309,0.6567689075630261,0.3432310924369733,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
0,9,0,630,0.9374146014904636,0.06258539850953651,benign,benign
0,9,0,110,0.5180503978779806,0.4819496021220194,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
0,9,0,444,0.9390564263322955,0.06094357366771142,benign,benign
0,9,0,134,0.9390909090909162,0.06090909090909073,benign,benign
0,9,0,413,0.9982857142857143,0.0017142857142857142,benign,benign
0,9,0,33,1.0,0.0,benign,benign
0,9,0,294,0.9876260504201687,0.012373949579831926,benign,benign
0,9,0,102,1.0,0.0,benign,benign
0,9,0,314,1.0,0.0,benign,benign
0,9,0,200,0.0047619047619047615,0.9952380952380961,malignant,malignant
0,9,0,570,0.06616485736485758,0.9338351426351377,malignant,malignant
0,9,0,514,0.0013848739495798319,0.9986151260504202,malignant,malignant
0,9,0,142,0.0395874302874305,0.9604125697125656,malignant,malignant
0,9,0,586,0.0,1.0,malignant,malignant
0,9,0,588,0.09110706800445922,0.9088929319955418,malignant,malignant
0,9,0,515,0.012581333046038935,0.9874186669539603,malignant,malignant
0,9,0,592,0.08522053502053481,0.914779464979461,malignant,malignant
0,9,0,226,0.0047619047619047615,0.9952380952380961,malignant,malignant
0,9,0,604,0.11139206349206357,0.8886079365079376,malignant,malignant
0,9,0,105,0.809587068004465,0.19041293199554168,benign,malignant
0,9,0,264,0.03190621330360459,0.9680937866963962,malignant,malignant
0,9,0,231,0.16048529515580723,0.8395147048441935,malignant,malignant
0,9,0,43,0.7111875113122214,0.2888124886877844,benign,malignant
0,9,0,449,0.00045714285714285713,0.9995428571428572,malignant,malignant
0,9,0,491,0.14313749476330154,0.8568625052367005,malignant,malignant
0,9,0,74,0.06202249522249551,0.9379775047774989,malignant,malignant
0,9,0,367,0.0,1.0,malignant,malignant
0,9,0,467,0.14406522585573844,0.8559347741442637,malignant,malignant
0,9,0,62,0.007717171717171719,0.9922828282828281,malignant,malignant
0,9,0,58,0.5500088364513442,0.44999116354865565,benign,malignant
0,9,0,333,0.005238095238095238,0.994761904761905,malignant,malignant
0,9,0,126,0.010739316239316244,0.989260683760683,malignant,malignant
0,9,0,549,0.012244513744513753,0.9877554862554855,malignant,malignant