@relation openml_task_1779_predictions

@attribute repeat numeric
@attribute fold numeric
@attribute row_id numeric
@attribute confidence.benign numeric
@attribute confidence.malignant numeric
@attribute prediction {benign,malignant}
@attribute correct {benign,malignant}

@data
0,0,665,1,0,benign,benign
0,0,269,1,0,benign,benign
0,0,641,1,0,benign,benign
0,0,552,0.98,0.02,benign,benign
0,0,81,1,0,benign,benign
0,0,447,1,0,benign,benign
0,0,168,1,0,benign,benign
0,0,585,1,0,benign,benign
0,0,141,1,0,benign,benign
0,0,518,1,0,benign,benign
0,0,593,1,0,benign,benign
0,0,559,1,0,benign,benign
0,0,635,0.995,0.005,benign,benign
0,0,143,1,0,benign,benign
0,0,685,1,0,benign,benign
0,0,8,1,0,benign,benign
0,0,195,1,0,benign,benign
0,0,298,0.76,0.24,benign,benign
0,0,429,1,0,benign,benign
0,0,30,1,0,benign,benign
0,0,148,0.870556,0.129444,benign,benign
0,0,79,1,0,benign,benign
0,0,341,1,0,benign,benign
0,0,587,1,0,benign,benign
0,0,662,1,0,benign,benign
0,0,180,1,0,benign,benign
0,0,517,1,0,benign,benign
0,0,228,1,0,benign,benign
0,0,621,0.59,0.41,benign,benign
0,0,452,1,0,benign,benign
0,0,415,0.802759,0.197241,benign,benign
0,0,615,1,0,benign,benign
0,0,437,1,0,benign,benign
0,0,529,1,0,benign,benign
0,0,276,1,0,benign,benign
0,0,500,1,0,benign,benign
0,0,338,1,0,benign,benign
0,0,17,1,0,benign,benign
0,0,209,1,0,benign,benign
0,0,502,1,0,benign,benign
0,0,131,1,0,benign,benign
0,0,511,1,0,benign,benign
0,0,598,1,0,benign,benign
0,0,345,1,0,benign,benign
0,0,600,1,0,benign,benign
0,0,156,1,0,benign,benign
0,0,404,1,0,benign,benign
0,0,147,1,0,benign,benign
0,0,136,1,0,benign,benign
0,0,531,1,0,benign,benign
0,0,545,1,0,benign,benign
0,0,403,0.99,0.01,benign,benign
0,0,423,1,0,benign,benign
0,0,599,0.995,0.005,benign,benign
0,0,580,1,0,benign,benign
0,0,595,1,0,benign,benign
0,0,547,1,0,benign,benign
0,0,225,1,0,benign,benign
0,0,368,1,0,benign,benign
0,0,127,1,0,benign,benign
0,0,259,0.383429,0.616571,malignant,benign
0,0,540,0.99,0.01,benign,benign
0,0,271,1,0,benign,benign
0,0,202,1,0,benign,benign
0,0,395,1,0,benign,benign
0,0,433,1,0,benign,benign
0,0,516,1,0,benign,benign
0,0,583,1,0,benign,benign
0,0,693,1,0,benign,benign
0,0,34,1,0,benign,benign
0,0,426,0.915,0.085,benign,benign
0,0,623,1,0,benign,benign
0,0,337,1,0,benign,benign
0,0,373,1,0,benign,benign
0,0,448,1,0,benign,benign
0,0,322,1,0,benign,benign
0,0,451,1,0,benign,benign
0,0,656,1,0,benign,benign
0,0,29,1,0,benign,benign
0,0,596,1,0,benign,benign
0,0,616,1,0,benign,benign
0,0,606,1,0,benign,benign
0,0,119,1,0,benign,benign
0,0,388,1,0,benign,benign
0,0,472,1,0,benign,benign
0,0,219,1,0,benign,benign
0,0,439,1,0,benign,benign
0,0,579,1,0,benign,benign
0,0,35,1,0,benign,benign
0,0,135,0.99,0.01,benign,benign
0,0,618,1,0,benign,benign
0,0,350,1,0,benign,benign
0,0,459,1,0,benign,benign
0,0,13,1,0,benign,benign
0,0,631,1,0,benign,benign
0,0,287,1,0,benign,benign
0,0,257,1,0,benign,benign
0,0,363,0.792842,0.207158,benign,benign
0,0,560,1,0,benign,benign
0,0,252,0.242,0.758,malignant,benign
0,0,528,1,0,benign,benign
0,0,578,1,0,benign,benign
0,0,6,0.945168,0.054832,benign,benign
0,0,120,1,0,benign,benign
0,0,78,1,0,benign,benign
0,0,649,1,0,benign,benign
0,0,614,1,0,benign,benign
0,0,76,0.995,0.005,benign,benign
0,0,194,1,0,benign,benign
0,0,682,1,0,benign,benign
0,0,538,1,0,benign,benign
0,0,642,1,0,benign,benign
0,0,26,1,0,benign,benign
0,0,613,1,0,benign,benign
0,0,342,1,0,benign,benign
0,0,343,1,0,benign,benign
0,0,567,0.94,0.06,benign,benign
0,0,72,0.8,0.2,benign,benign
0,0,554,1,0,benign,benign
0,0,640,1,0,benign,benign
0,0,48,1,0,benign,benign
0,0,468,1,0,benign,benign
0,0,694,1,0,benign,benign
0,0,378,1,0,benign,benign
0,0,162,1,0,benign,benign
0,0,695,1,0,benign,benign
0,0,178,1,0,benign,benign
0,0,544,1,0,benign,benign
0,0,566,1,0,benign,benign
0,0,644,1,0,benign,benign
0,0,441,0.755014,0.244986,benign,benign
0,0,394,1,0,benign,benign
0,0,346,1,0,benign,benign
0,0,130,1,0,benign,benign
0,0,319,0.321176,0.678824,malignant,benign
0,0,393,1,0,benign,benign
0,0,92,1,0,benign,benign
0,0,396,1,0,benign,benign
0,0,355,1,0,benign,benign
0,0,673,0.99,0.01,benign,benign
0,0,275,0.978072,0.021928,benign,benign
0,0,137,1,0,benign,benign
0,0,690,1,0,benign,benign
0,0,244,1,0,benign,benign
0,0,83,0.98,0.02,benign,benign
0,0,464,1,0,benign,benign
0,0,240,0.96,0.04,benign,benign
0,0,182,1,0,benign,benign
0,0,507,1,0,benign,benign
0,0,609,1,0,benign,benign
0,0,290,1,0,benign,benign
0,0,424,1,0,benign,benign
0,0,438,0.98,0.02,benign,benign
0,0,422,0.99,0.01,benign,benign
0,0,24,1,0,benign,benign
0,0,687,1,0,benign,benign
0,0,526,1,0,benign,benign
0,0,278,1,0,benign,benign
0,0,572,1,0,benign,benign
0,0,653,1,0,benign,benign
0,0,542,1,0,benign,benign
0,0,463,1,0,benign,benign
0,0,384,1,0,benign,benign
0,0,125,1,0,benign,benign
0,0,497,1,0,benign,benign
0,0,376,1,0,benign,benign
0,0,688,1,0,benign,benign
0,0,405,1,0,benign,benign
0,0,199,1,0,benign,benign
0,0,607,1,0,benign,benign
0,0,462,1,0,benign,benign
0,0,461,0.99,0.01,benign,benign
0,0,301,1,0,benign,benign
0,0,265,0.995,0.005,benign,benign
0,0,114,0.895487,0.104513,benign,benign
0,0,97,1,0,benign,benign
0,0,139,0.996524,0.003476,benign,benign
0,0,450,0.94,0.06,benign,benign
0,0,11,1,0,benign,benign
0,0,369,1,0,benign,benign
0,0,94,1,0,benign,benign
0,0,678,1,0,benign,benign
0,0,660,1,0,benign,benign
0,0,576,1,0,benign,benign
0,0,661,1,0,benign,benign
0,0,77,1,0,benign,benign
0,0,622,0.9,0.1,benign,benign
0,0,667,1,0,benign,benign
0,0,243,0.911176,0.088824,benign,benign
0,0,216,1,0,benign,benign
0,0,27,1,0,benign,benign
0,0,171,1,0,benign,benign
0,0,402,1,0,benign,benign
0,0,474,1,0,benign,benign
0,0,683,1,0,benign,benign
0,0,256,1,0,benign,benign
0,0,629,1,0,benign,benign
0,0,484,1,0,benign,benign
0,0,663,1,0,benign,benign
0,0,490,1,0,benign,benign
0,0,277,1,0,benign,benign
0,0,93,1,0,benign,benign
0,0,204,1,0,benign,benign
0,0,108,1,0,benign,benign
0,0,145,0.981669,0.018331,benign,benign
0,0,138,1,0,benign,benign
0,0,380,1,0,benign,benign
0,0,557,1,0,benign,benign
0,0,192,1,0,benign,benign
0,0,133,1,0,benign,benign
0,0,562,1,0,benign,benign
0,0,208,1,0,benign,benign
0,0,370,1,0,benign,benign
0,0,548,1,0,benign,benign
0,0,584,0.99,0.01,benign,benign
0,0,242,1,0,benign,benign
0,0,564,1,0,benign,benign
0,0,234,1,0,benign,benign
0,0,553,0.627659,0.372341,benign,benign
0,0,602,1,0,benign,benign
0,0,64,1,0,benign,benign
0,0,281,1,0,benign,benign
0,0,207,1,0,benign,benign
0,0,445,1,0,benign,benign
0,0,677,1,0,benign,benign
0,0,624,1,0,benign,benign
0,0,525,1,0,benign,benign
0,0,671,1,0,benign,benign
0,0,310,1,0,benign,benign
0,0,506,0.072139,0.927861,malignant,malignant
0,0,334,0.02,0.98,malignant,malignant
0,0,100,0.16,0.84,malignant,malignant
0,0,295,0.023849,0.976151,malignant,malignant
0,0,87,0.143585,0.856415,malignant,malignant
0,0,179,0.534645,0.465355,benign,malignant
0,0,414,0.02,0.98,malignant,malignant
0,0,344,0.02,0.98,malignant,malignant
0,0,57,0.500556,0.499444,benign,malignant
0,0,25,0.604108,0.395892,benign,malignant
0,0,117,0.06,0.94,malignant,malignant
0,0,54,0.06,0.94,malignant,malignant
0,0,608,0.02,0.98,malignant,malignant
0,0,38,0.191379,0.808621,malignant,malignant
0,0,299,0.220384,0.779616,malignant,malignant
0,0,283,0.0348,0.9652,malignant,malignant
0,0,339,0.09,0.91,malignant,malignant
0,0,288,0.465976,0.534024,malignant,malignant
0,0,273,0.3998,0.6002,malignant,malignant
0,0,574,0.21,0.79,malignant,malignant
0,0,104,0.021447,0.978553,malignant,malignant
0,0,357,0,1,malignant,malignant
0,0,42,0.01,0.99,malignant,malignant
0,0,308,0.045075,0.954925,malignant,malignant
0,0,56,0.13,0.87,malignant,malignant
0,0,263,0.091929,0.908071,malignant,malignant
0,0,123,0.196556,0.803444,malignant,malignant
0,0,658,0,1,malignant,malignant
0,0,23,0.393068,0.606932,malignant,malignant
0,0,272,0.05,0.95,malignant,malignant
0,0,482,0.01,0.99,malignant,malignant
0,0,292,0.187056,0.812944,malignant,malignant
0,0,111,0.07,0.93,malignant,malignant
0,0,67,0.552513,0.447487,benign,malignant
0,0,59,0.36,0.64,malignant,malignant
0,0,416,0.02,0.98,malignant,malignant
0,0,50,0.22,0.78,malignant,malignant
0,0,348,0.667729,0.332271,benign,malignant
0,0,247,0.207788,0.792212,malignant,malignant
0,0,186,0.11,0.89,malignant,malignant
0,0,522,0.16,0.84,malignant,malignant
0,0,160,0.01,0.99,malignant,malignant
0,0,237,0.016897,0.983103,malignant,malignant
0,0,698,0.06,0.94,malignant,malignant
0,0,190,0,1,malignant,malignant
0,0,603,0.466143,0.533857,malignant,malignant
0,0,215,0.03,0.97,malignant,malignant
0,0,358,0.03,0.97,malignant,malignant
0,0,68,0.06,0.94,malignant,malignant
0,0,122,0,1,malignant,malignant
0,0,427,0.19,0.81,malignant,malignant
0,0,213,0.01,0.99,malignant,malignant
0,0,391,0,1,malignant,malignant
0,0,282,0.185929,0.814071,malignant,malignant
0,0,353,0.228691,0.771309,malignant,malignant
0,0,101,0.572842,0.427158,benign,malignant
0,0,293,0.0737,0.9263,malignant,malignant
0,0,435,0.02,0.98,malignant,malignant
0,0,381,0.05,0.95,malignant,malignant
0,0,670,0.072139,0.927861,malignant,malignant
0,0,230,0.21,0.79,malignant,malignant
0,0,41,0.302645,0.697355,malignant,malignant
0,0,191,0.033849,0.966151,malignant,malignant
0,0,187,0.063849,0.936151,malignant,malignant
0,0,5,0,1,malignant,malignant
0,0,425,0,1,malignant,malignant
0,0,488,0.416539,0.583461,malignant,malignant
0,0,336,0.182489,0.817511,malignant,malignant
0,0,246,0,1,malignant,malignant
0,0,60,0.543665,0.456335,benign,malignant
0,0,39,0.163822,0.836178,malignant,malignant
0,0,668,0.250556,0.749444,malignant,malignant
0,0,51,0.638211,0.361789,benign,malignant
0,0,648,0.027615,0.972385,malignant,malignant
0,0,12,0.778664,0.221336,benign,malignant
0,0,691,0.33,0.67,malignant,malignant
0,0,530,0.1548,0.8452,malignant,malignant
0,0,14,0.02,0.98,malignant,malignant
0,0,18,0.02,0.98,malignant,malignant
0,0,356,0.764645,0.235355,benign,malignant
0,0,316,0.222489,0.777511,malignant,malignant
0,0,46,0.294,0.706,malignant,malignant
0,0,174,0.02,0.98,malignant,malignant
0,0,188,0.138529,0.861471,malignant,malignant
0,0,109,0.135833,0.864167,malignant,malignant
0,0,330,0.09,0.91,malignant,malignant
0,0,223,0.08,0.92,malignant,malignant
0,0,421,0,1,malignant,malignant
0,0,49,0.12,0.88,malignant,malignant
0,0,124,0.246702,0.753298,malignant,malignant
0,0,360,0.01,0.99,malignant,malignant
0,0,227,0.112316,0.887684,malignant,malignant
0,0,262,0,1,malignant,malignant
0,0,669,0.051397,0.948603,malignant,malignant
0,0,696,0.083686,0.916314,malignant,malignant
0,0,107,0.175929,0.824071,malignant,malignant
0,0,680,0,1,malignant,malignant
0,0,99,0.043849,0.956151,malignant,malignant
0,0,605,0.043849,0.956151,malignant,malignant
0,0,152,0.032759,0.967241,malignant,malignant
0,0,412,0.012759,0.987241,malignant,malignant
0,0,63,0.766515,0.233485,benign,malignant
0,0,270,0.13,0.87,malignant,malignant
0,0,366,0.01,0.99,malignant,malignant
0,0,173,0.01,0.99,malignant,malignant
0,0,65,0.49,0.51,malignant,malignant
0,0,128,0.060713,0.939287,malignant,malignant
0,0,132,0.1,0.9,malignant,malignant
0,0,32,0.01,0.99,malignant,malignant
0,0,211,0.044455,0.955545,malignant,malignant
0,0,214,0,1,malignant,malignant
0,0,493,0.01,0.99,malignant,malignant
0,0,251,0.05,0.95,malignant,malignant
0,0,98,0,1,malignant,malignant
0,0,590,0.207727,0.792273,malignant,malignant
0,0,146,0.376489,0.623511,malignant,malignant
0,0,285,0,1,malignant,malignant
0,0,233,0.02,0.98,malignant,malignant
0,0,569,0.02,0.98,malignant,malignant
0,0,636,0.065294,0.934706,malignant,malignant
0,0,320,0.012645,0.987355,malignant,malignant
0,1,561,1,0,benign,benign
0,1,654,1,0,benign,benign
0,1,535,1,0,benign,benign
0,1,577,1,0,benign,benign
0,1,37,0.97,0.03,benign,benign
0,1,521,1,0,benign,benign
0,1,657,0.3,0.7,malignant,benign
0,1,575,1,0,benign,benign
0,1,203,1,0,benign,benign
0,1,397,1,0,benign,benign
0,1,419,0.89,0.11,benign,benign
0,1,645,1,0,benign,benign
0,1,512,1,0,benign,benign
0,1,407,1,0,benign,benign
0,1,619,1,0,benign,benign
0,1,485,0.99,0.01,benign,benign
0,1,248,0.89,0.11,benign,benign
0,1,442,0.99,0.01,benign,benign
0,1,365,1,0,benign,benign
0,1,408,0.96,0.04,benign,benign
0,1,647,1,0,benign,benign
0,1,296,0.04,0.96,malignant,benign
0,1,165,1,0,benign,benign
0,1,470,1,0,benign,benign
0,1,347,1,0,benign,benign
0,1,82,1,0,benign,benign
0,1,494,0.81,0.19,benign,benign
0,1,75,0.99,0.01,benign,benign
0,1,352,0.1,0.9,malignant,benign
0,1,1,0.16,0.84,malignant,benign
0,1,527,1,0,benign,benign
0,1,164,0.99631,0.00369,benign,benign
0,1,379,0.61,0.39,benign,benign
0,1,620,1,0,benign,benign
0,1,212,1,0,benign,benign
0,1,324,1,0,benign,benign
0,1,638,1,0,benign,benign
0,1,534,1,0,benign,benign
0,1,496,1,0,benign,benign
0,1,406,1,0,benign,benign
0,1,157,1,0,benign,benign
0,1,121,0.99,0.01,benign,benign
0,1,158,0.980836,0.019164,benign,benign
0,1,332,1,0,benign,benign
0,1,3,0.1,0.9,malignant,benign
0,1,389,0.99,0.01,benign,benign
0,1,432,1,0,benign,benign
0,1,431,0.94,0.06,benign,benign
0,1,508,1,0,benign,benign
0,1,45,0.99,0.01,benign,benign
0,1,176,1,0,benign,benign
0,1,471,1,0,benign,benign
0,1,118,0.91,0.09,benign,benign
0,1,163,0.95,0.05,benign,benign
0,1,460,1,0,benign,benign
0,1,434,0.01,0.99,malignant,benign
0,1,249,0.998702,0.001298,benign,benign
0,1,524,1,0,benign,benign
0,1,197,0.99,0.01,benign,benign
0,1,189,0.99,0.01,benign,benign
0,1,556,1,0,benign,benign
0,1,387,0.8,0.2,benign,benign
0,1,169,1,0,benign,benign
0,1,69,1,0,benign,benign
0,1,446,1,0,benign,benign
0,1,495,1,0,benign,benign
0,1,399,1,0,benign,benign
0,1,501,1,0,benign,benign
0,1,666,0.99,0.01,benign,benign
0,1,692,1,0,benign,benign
0,1,172,1,0,benign,benign
0,1,351,1,0,benign,benign
0,1,245,1,0,benign,benign
0,1,392,1,0,benign,benign
0,1,679,1,0,benign,benign
0,1,181,1,0,benign,benign
0,1,469,1,0,benign,benign
0,1,16,1,0,benign,benign
0,1,383,1,0,benign,benign
0,1,541,1,0,benign,benign
0,1,313,1,0,benign,benign
0,1,481,0.97,0.03,benign,benign
0,1,478,1,0,benign,benign
0,1,563,1,0,benign,benign
0,1,597,0.99,0.01,benign,benign
0,1,2,1,0,benign,benign
0,1,327,1,0,benign,benign
0,1,498,1,0,benign,benign
0,1,377,1,0,benign,benign
0,1,543,1,0,benign,benign
0,1,185,1,0,benign,benign
0,1,235,0.927352,0.072648,benign,benign
0,1,90,1,0,benign,benign
0,1,95,1,0,benign,benign
0,1,129,0.94,0.06,benign,benign
0,1,198,1,0,benign,benign
0,1,634,1,0,benign,benign
0,1,390,1,0,benign,benign
0,1,655,1,0,benign,benign
0,1,297,0.55718,0.44282,benign,benign
0,1,503,1,0,benign,benign
0,1,550,1,0,benign,benign
0,1,672,1,0,benign,benign
0,1,674,1,0,benign,benign
0,1,458,1,0,benign,benign
0,1,88,1,0,benign,benign
0,1,601,1,0,benign,benign
0,1,372,1,0,benign,benign
0,1,625,0.86327,0.13673,benign,benign
0,1,28,1,0,benign,benign
0,1,61,1,0,benign,benign
0,1,473,1,0,benign,benign
0,1,520,1,0,benign,benign
0,1,80,0.99,0.01,benign,benign
0,1,637,0.82,0.18,benign,benign
0,1,430,0.99,0.01,benign,benign
0,1,398,1,0,benign,benign
0,1,31,1,0,benign,benign
0,1,315,0.021818,0.978182,malignant,benign
0,1,558,1,0,benign,benign
0,1,66,1,0,benign,benign
0,1,89,1,0,benign,benign
0,1,371,1,0,benign,benign
0,1,220,1,0,benign,benign
0,1,617,0.999587,0.000413,benign,benign
0,1,651,1,0,benign,benign
0,1,311,1,0,benign,benign
0,1,454,0.98,0.02,benign,benign
0,1,22,1,0,benign,benign
0,1,492,1,0,benign,benign
0,1,154,1,0,benign,benign
0,1,385,0.92,0.08,benign,benign
0,1,499,1,0,benign,benign
0,1,196,0.02,0.98,malignant,benign
0,1,504,1,0,benign,benign
0,1,153,1,0,benign,benign
0,1,536,1,0,benign,benign
0,1,684,1,0,benign,benign
0,1,7,1,0,benign,benign
0,1,309,0.945,0.055,benign,benign
0,1,532,1,0,benign,benign
0,1,335,1,0,benign,benign
0,1,676,1,0,benign,benign
0,1,410,1,0,benign,benign
0,1,551,1,0,benign,benign
0,1,639,1,0,benign,benign
0,1,318,0.95,0.05,benign,benign
0,1,382,1,0,benign,benign
0,1,0,1,0,benign,benign
0,1,306,1,0,benign,benign
0,1,573,1,0,benign,benign
0,1,144,1,0,benign,benign
0,1,354,1,0,benign,benign
0,1,486,1,0,benign,benign
0,1,280,1,0,benign,benign
0,1,420,0.98,0.02,benign,benign
0,1,539,1,0,benign,benign
0,1,627,1,0,benign,benign
0,1,170,1,0,benign,benign
0,1,364,1,0,benign,benign
0,1,9,1,0,benign,benign
0,1,537,1,0,benign,benign
0,1,643,1,0,benign,benign
0,1,401,1,0,benign,benign
0,1,374,1,0,benign,benign
0,1,321,0.998702,0.001298,benign,benign
0,1,628,1,0,benign,benign
0,1,533,1,0,benign,benign
0,1,375,1,0,benign,benign
0,1,630,0.99,0.01,benign,benign
0,1,258,1,0,benign,benign
0,1,325,0.98,0.02,benign,benign
0,1,589,1,0,benign,benign
0,1,47,1,0,benign,benign
0,1,110,0.737387,0.262613,benign,benign
0,1,4,1,0,benign,benign
0,1,91,1,0,benign,benign
0,1,274,1,0,benign,benign
0,1,505,1,0,benign,benign
0,1,510,1,0,benign,benign
0,1,19,1,0,benign,benign
0,1,161,1,0,benign,benign
0,1,331,0.99,0.01,benign,benign
0,1,652,1,0,benign,benign
0,1,509,1,0,benign,benign
0,1,217,1,0,benign,benign
0,1,291,1,0,benign,benign
0,1,96,1,0,benign,benign
0,1,417,1,0,benign,benign
0,1,193,1,0,benign,benign
0,1,362,0.88,0.12,benign,benign
0,1,664,1,0,benign,benign
0,1,241,1,0,benign,benign
0,1,650,0.940241,0.059759,benign,benign
0,1,444,0.99,0.01,benign,benign
0,1,475,1,0,benign,benign
0,1,150,1,0,benign,benign
0,1,303,1,0,benign,benign
0,1,480,1,0,benign,benign
0,1,134,1,0,benign,benign
0,1,476,1,0,benign,benign
0,1,443,1,0,benign,benign
0,1,232,0.047387,0.952613,malignant,benign
0,1,70,1,0,benign,benign
0,1,413,1,0,benign,benign
0,1,686,1,0,benign,benign
0,1,116,0.6,0.4,benign,benign
0,1,418,0.94,0.06,benign,benign
0,1,477,1,0,benign,benign
0,1,33,1,0,benign,benign
0,1,307,1,0,benign,benign
0,1,513,1,0,benign,benign
0,1,411,0.999587,0.000413,benign,benign
0,1,675,0.99,0.01,benign,benign
0,1,294,0.999587,0.000413,benign,benign
0,1,659,1,0,benign,benign
0,1,428,1,0,benign,benign
0,1,250,1,0,benign,benign
0,1,646,1,0,benign,benign
0,1,102,1,0,benign,benign
0,1,40,0,1,malignant,benign
0,1,115,1,0,benign,benign
0,1,140,1,0,benign,benign
0,1,689,0.96,0.04,benign,benign
0,1,314,1,0,benign,benign
0,1,409,1,0,benign,benign
0,1,10,1,0,benign,benign
0,1,632,1,0,benign,benign
0,1,555,0.76,0.24,benign,benign
0,1,200,0,1,malignant,malignant
0,1,305,0.03,0.97,malignant,malignant
0,1,201,0.01,0.99,malignant,malignant
0,1,359,0.06,0.94,malignant,malignant
0,1,238,0.02,0.98,malignant,malignant
0,1,570,0.07,0.93,malignant,malignant
0,1,267,0.115,0.885,malignant,malignant
0,1,52,0.02,0.98,malignant,malignant
0,1,106,0.02,0.98,malignant,malignant
0,1,167,0.12,0.88,malignant,malignant
0,1,514,0,1,malignant,malignant
0,1,565,0,1,malignant,malignant
0,1,386,0.03,0.97,malignant,malignant
0,1,456,0,1,malignant,malignant
0,1,239,0.11,0.89,malignant,malignant
0,1,142,0.017387,0.982613,malignant,malignant
0,1,340,0.1,0.9,malignant,malignant
0,1,436,0.14,0.86,malignant,malignant
0,1,44,0.01,0.99,malignant,malignant
0,1,210,0,1,malignant,malignant
0,1,586,0,1,malignant,malignant
0,1,268,0,1,malignant,malignant
0,1,177,0,1,malignant,malignant
0,1,329,0.01,0.99,malignant,malignant
0,1,568,0.05,0.95,malignant,malignant
0,1,588,0.02,0.98,malignant,malignant
0,1,633,0.01,0.99,malignant,malignant
0,1,155,0.07,0.93,malignant,malignant
0,1,53,0.03,0.97,malignant,malignant
0,1,581,0,1,malignant,malignant
0,1,515,0.04,0.96,malignant,malignant
0,1,175,0,1,malignant,malignant
0,1,317,0,1,malignant,malignant
0,1,86,0.09,0.91,malignant,malignant
0,1,571,0,1,malignant,malignant
0,1,592,0.195,0.805,malignant,malignant
0,1,260,0,1,malignant,malignant
0,1,113,0.01,0.99,malignant,malignant
0,1,73,0.01,0.99,malignant,malignant
0,1,284,0,1,malignant,malignant
0,1,226,0,1,malignant,malignant
0,1,218,0,1,malignant,malignant
0,1,611,0,1,malignant,malignant
0,1,400,0,1,malignant,malignant
0,1,266,0,1,malignant,malignant
0,1,604,0.4154,0.5846,malignant,malignant
0,1,312,0.08,0.92,malignant,malignant
0,1,300,0.02,0.98,malignant,malignant
0,1,681,0,1,malignant,malignant
0,1,479,0.01,0.99,malignant,malignant
0,1,105,0.27,0.73,malignant,malignant
0,1,328,0.15,0.85,malignant,malignant
0,1,465,0,1,malignant,malignant
0,1,697,0.03,0.97,malignant,malignant
0,1,361,0.150095,0.849905,malignant,malignant
0,1,264,0.04,0.96,malignant,malignant
0,1,224,0,1,malignant,malignant
0,1,183,0,1,malignant,malignant
0,1,453,0.02,0.98,malignant,malignant
0,1,489,0.745241,0.254759,benign,malignant
0,1,231,0,1,malignant,malignant
0,1,112,0.23,0.77,malignant,malignant
0,1,626,0.02,0.98,malignant,malignant
0,1,440,0.150095,0.849905,malignant,malignant
0,1,236,0,1,malignant,malignant
0,1,43,0.21,0.79,malignant,malignant
0,1,302,0,1,malignant,malignant
0,1,610,0.230095,0.769905,malignant,malignant
0,1,229,0.01,0.99,malignant,malignant
0,1,455,0.79,0.21,benign,malignant
0,1,449,0,1,malignant,malignant
0,1,55,0,1,malignant,malignant
0,1,323,0.1,0.9,malignant,malignant
0,1,487,0,1,malignant,malignant
0,1,523,0,1,malignant,malignant
0,1,491,0.01,0.99,malignant,malignant
0,1,151,0.05,0.95,malignant,malignant
0,1,36,0,1,malignant,malignant
0,1,85,0.06,0.94,malignant,malignant
0,1,149,0,1,malignant,malignant
0,1,74,0.14,0.86,malignant,malignant
0,1,166,0.06,0.94,malignant,malignant
0,1,612,0,1,malignant,malignant
0,1,222,0.98,0.02,benign,malignant
0,1,546,0,1,malignant,malignant
0,1,367,0,1,malignant,malignant
0,1,20,0.310305,0.689695,malignant,malignant
0,1,279,0.02,0.98,malignant,malignant
0,1,519,0.07,0.93,malignant,malignant
0,1,15,0.057387,0.942613,malignant,malignant
0,1,467,0,1,malignant,malignant
0,1,205,0,1,malignant,malignant
0,1,591,0,1,malignant,malignant
0,1,304,0.09,0.91,malignant,malignant
0,1,21,0,1,malignant,malignant
0,1,62,0.08,0.92,malignant,malignant
0,1,103,0.54,0.46,benign,malignant
0,1,261,0,1,malignant,malignant
0,1,253,0,1,malignant,malignant
0,1,71,0.23,0.77,malignant,malignant
0,1,58,0.445095,0.554905,malignant,malignant
0,1,289,0,1,malignant,malignant
0,1,254,0.08,0.92,malignant,malignant
0,1,84,0,1,malignant,malignant
0,1,221,0.01,0.99,malignant,malignant
0,1,333,0.03,0.97,malignant,malignant
0,1,582,0,1,malignant,malignant
0,1,159,0,1,malignant,malignant
0,1,255,0.19,0.81,malignant,malignant
0,1,349,0.29,0.71,malignant,malignant
0,1,126,0.03,0.97,malignant,malignant
0,1,457,0,1,malignant,malignant
0,1,206,0.03,0.97,malignant,malignant
0,1,184,0,1,malignant,malignant
0,1,483,0,1,malignant,malignant
0,1,549,0.03,0.97,malignant,malignant
0,1,594,0.06,0.94,malignant,malignant
0,1,286,0,1,malignant,malignant
0,1,326,0.460305,0.539695,malignant,malignant
0,1,466,0,1,malignant,malignant
1,0,648,0.05,0.95,malignant,malignant
1,0,100,0.104207,0.895793,malignant,malignant
1,0,261,0.01,0.99,malignant,malignant
1,0,292,0.030263,0.969737,malignant,malignant
1,0,489,0.725162,0.274838,benign,malignant
1,0,329,0.044803,0.955197,malignant,malignant
1,0,669,0.01,0.99,malignant,malignant
1,0,317,0.214803,0.785197,malignant,malignant
1,0,124,0.21901,0.78099,malignant,malignant
1,0,21,0.064207,0.935793,malignant,malignant
1,0,214,0,1,malignant,malignant
1,0,283,0.01,0.99,malignant,malignant
1,0,514,0.1,0.9,malignant,malignant
1,0,103,0.485882,0.514118,malignant,malignant
1,0,491,0.02,0.98,malignant,malignant
1,0,449,0.03,0.97,malignant,malignant
1,0,670,0.11,0.89,malignant,malignant
1,0,349,0.494711,0.505289,malignant,malignant
1,0,610,0.155,0.845,malignant,malignant
1,0,14,0.05,0.95,malignant,malignant
1,0,427,0.095131,0.904869,malignant,malignant
1,0,285,0,1,malignant,malignant
1,0,184,0.04,0.96,malignant,malignant
1,0,440,0.155186,0.844814,malignant,malignant
1,0,263,0.08,0.92,malignant,malignant
1,0,12,0.610882,0.389118,benign,malignant
1,0,586,0,1,malignant,malignant
1,0,98,0,1,malignant,malignant
1,0,353,0.08,0.92,malignant,malignant
1,0,146,0.33,0.67,malignant,malignant
1,0,633,0.142535,0.857465,malignant,malignant
1,0,236,0,1,malignant,malignant
1,0,57,0.464246,0.535754,malignant,malignant
1,0,63,0.612308,0.387692,benign,malignant
1,0,304,0.09,0.91,malignant,malignant
1,0,604,0.425476,0.574524,malignant,malignant
1,0,142,0.01,0.99,malignant,malignant
1,0,53,0.03,0.97,malignant,malignant
1,0,42,0,1,malignant,malignant
1,0,226,0,1,malignant,malignant
1,0,32,0.01,0.99,malignant,malignant
1,0,358,0.084207,0.915793,malignant,malignant
1,0,86,0.224803,0.775197,malignant,malignant
1,0,523,0.06,0.94,malignant,malignant
1,0,233,0.07,0.93,malignant,malignant
1,0,479,0.08,0.92,malignant,malignant
1,0,268,0,1,malignant,malignant
1,0,173,0.03,0.97,malignant,malignant
1,0,506,0.01,0.99,malignant,malignant
1,0,312,0.3112,0.6888,malignant,malignant
1,0,211,0.02,0.98,malignant,malignant
1,0,67,0.38689,0.61311,malignant,malignant
1,0,41,0.165,0.835,malignant,malignant
1,0,126,0.09,0.91,malignant,malignant
1,0,62,0,1,malignant,malignant
1,0,222,0.990162,0.009838,benign,malignant
1,0,636,0.019455,0.980545,malignant,malignant
1,0,299,0.39,0.61,malignant,malignant
1,0,574,0.020581,0.979419,malignant,malignant
1,0,546,0.1,0.9,malignant,malignant
1,0,229,0,1,malignant,malignant
1,0,308,0.028117,0.971883,malignant,malignant
1,0,425,0,1,malignant,malignant
1,0,227,0.01,0.99,malignant,malignant
1,0,230,0.11,0.89,malignant,malignant
1,0,174,0.03,0.97,malignant,malignant
1,0,175,0.144803,0.855197,malignant,malignant
1,0,286,0,1,malignant,malignant
1,0,117,0.08,0.92,malignant,malignant
1,0,266,0.03,0.97,malignant,malignant
1,0,38,0.13,0.87,malignant,malignant
1,0,71,0.42,0.58,malignant,malignant
1,0,123,0.26,0.74,malignant,malignant
1,0,367,0,1,malignant,malignant
1,0,39,0.363516,0.636484,malignant,malignant
1,0,611,0.04,0.96,malignant,malignant
1,0,300,0.110162,0.889838,malignant,malignant
1,0,344,0.03,0.97,malignant,malignant
1,0,282,0.431019,0.568981,malignant,malignant
1,0,25,0.641252,0.358748,benign,malignant
1,0,205,0.02,0.98,malignant,malignant
1,0,334,0.01,0.99,malignant,malignant
1,0,386,0.04,0.96,malignant,malignant
1,0,487,0,1,malignant,malignant
1,0,166,0.05,0.95,malignant,malignant
1,0,200,0,1,malignant,malignant
1,0,260,0,1,malignant,malignant
1,0,305,0.03,0.97,malignant,malignant
1,0,594,0.07,0.93,malignant,malignant
1,0,328,0.290882,0.709118,malignant,malignant
1,0,239,0.05,0.95,malignant,malignant
1,0,264,0.093117,0.906883,malignant,malignant
1,0,465,0,1,malignant,malignant
1,0,366,0.03,0.97,malignant,malignant
1,0,51,0.653353,0.346647,benign,malignant
1,0,414,0,1,malignant,malignant
1,0,288,0.751045,0.248955,benign,malignant
1,0,179,0.554178,0.445822,benign,malignant
1,0,530,0.152683,0.847317,malignant,malignant
1,0,210,0,1,malignant,malignant
1,0,348,0.600552,0.399448,benign,malignant
1,0,87,0.12,0.88,malignant,malignant
1,0,279,0,1,malignant,malignant
1,0,272,0.11,0.89,malignant,malignant
1,0,592,0.145,0.855,malignant,malignant
1,0,697,0.07,0.93,malignant,malignant
1,0,680,0,1,malignant,malignant
1,0,361,0.245833,0.754167,malignant,malignant
1,0,159,0,1,malignant,malignant
1,0,591,0.03,0.97,malignant,malignant
1,0,46,0.17,0.83,malignant,malignant
1,0,15,0.541076,0.458924,benign,malignant
1,0,488,0.302535,0.697465,malignant,malignant
1,0,582,0.2,0.8,malignant,malignant
1,0,105,0.35,0.65,malignant,malignant
1,0,326,0.504605,0.495395,benign,malignant
1,0,122,0,1,malignant,malignant
1,0,549,0.240882,0.759118,malignant,malignant
1,0,60,0.34,0.66,malignant,malignant
1,0,106,0.04,0.96,malignant,malignant
1,0,183,0.02,0.98,malignant,malignant
1,0,374,1,0,benign,benign
1,0,426,0.749455,0.250545,benign,benign
1,0,388,1,0,benign,benign
1,0,481,0.99,0.01,benign,benign
1,0,219,0.99,0.01,benign,benign
1,0,244,1,0,benign,benign
1,0,311,1,0,benign,benign
1,0,157,1,0,benign,benign
1,0,690,1,0,benign,benign
1,0,383,1,0,benign,benign
1,0,171,1,0,benign,benign
1,0,347,1,0,benign,benign
1,0,350,1,0,benign,benign
1,0,686,1,0,benign,benign
1,0,480,1,0,benign,benign
1,0,48,1,0,benign,benign
1,0,689,0.94,0.06,benign,benign
1,0,369,1,0,benign,benign
1,0,314,1,0,benign,benign
1,0,532,1,0,benign,benign
1,0,70,1,0,benign,benign
1,0,520,1,0,benign,benign
1,0,373,1,0,benign,benign
1,0,517,1,0,benign,benign
1,0,676,1,0,benign,benign
1,0,560,1,0,benign,benign
1,0,428,1,0,benign,benign
1,0,672,1,0,benign,benign
1,0,163,0.94,0.06,benign,benign
1,0,13,1,0,benign,benign
1,0,181,1,0,benign,benign
1,0,437,1,0,benign,benign
1,0,411,0.997367,0.002633,benign,benign
1,0,35,1,0,benign,benign
1,0,93,1,0,benign,benign
1,0,664,1,0,benign,benign
1,0,634,1,0,benign,benign
1,0,379,0.76,0.24,benign,benign
1,0,199,1,0,benign,benign
1,0,79,1,0,benign,benign
1,0,688,1,0,benign,benign
1,0,395,1,0,benign,benign
1,0,685,1,0,benign,benign
1,0,464,1,0,benign,benign
1,0,193,1,0,benign,benign
1,0,397,1,0,benign,benign
1,0,521,1,0,benign,benign
1,0,342,1,0,benign,benign
1,0,444,0.99,0.01,benign,benign
1,0,660,1,0,benign,benign
1,0,97,1,0,benign,benign
1,0,76,0.94,0.06,benign,benign
1,0,567,1,0,benign,benign
1,0,438,0.99,0.01,benign,benign
1,0,643,1,0,benign,benign
1,0,115,1,0,benign,benign
1,0,666,0.94,0.06,benign,benign
1,0,156,1,0,benign,benign
1,0,654,1,0,benign,benign
1,0,621,0.68,0.32,benign,benign
1,0,613,0.99,0.01,benign,benign
1,0,394,0.98,0.02,benign,benign
1,0,580,1,0,benign,benign
1,0,598,1,0,benign,benign
1,0,90,1,0,benign,benign
1,0,382,1,0,benign,benign
1,0,399,0.98,0.02,benign,benign
1,0,389,0.98,0.02,benign,benign
1,0,420,0.92,0.08,benign,benign
1,0,153,1,0,benign,benign
1,0,145,0.989438,0.010562,benign,benign
1,0,469,1,0,benign,benign
1,0,28,1,0,benign,benign
1,0,601,1,0,benign,benign
1,0,637,0.9,0.1,benign,benign
1,0,138,1,0,benign,benign
1,0,535,1,0,benign,benign
1,0,639,1,0,benign,benign
1,0,445,1,0,benign,benign
1,0,365,1,0,benign,benign
1,0,61,1,0,benign,benign
1,0,92,1,0,benign,benign
1,0,144,1,0,benign,benign
1,0,402,0.98,0.02,benign,benign
1,0,614,1,0,benign,benign
1,0,9,1,0,benign,benign
1,0,387,0.89,0.11,benign,benign
1,0,287,1,0,benign,benign
1,0,228,1,0,benign,benign
1,0,6,0.941465,0.058535,benign,benign
1,0,403,1,0,benign,benign
1,0,662,1,0,benign,benign
1,0,536,1,0,benign,benign
1,0,642,1,0,benign,benign
1,0,114,0.89,0.11,benign,benign
1,0,393,1,0,benign,benign
1,0,528,0.99,0.01,benign,benign
1,0,34,1,0,benign,benign
1,0,209,1,0,benign,benign
1,0,606,1,0,benign,benign
1,0,337,1,0,benign,benign
1,0,225,1,0,benign,benign
1,0,89,1,0,benign,benign
1,0,408,0.98,0.02,benign,benign
1,0,589,1,0,benign,benign
1,0,378,0.99,0.01,benign,benign
1,0,27,1,0,benign,benign
1,0,413,1,0,benign,benign
1,0,429,1,0,benign,benign
1,0,475,1,0,benign,benign
1,0,441,0.870162,0.129838,benign,benign
1,0,630,0.98,0.02,benign,benign
1,0,303,1,0,benign,benign
1,0,499,1,0,benign,benign
1,0,529,1,0,benign,benign
1,0,371,1,0,benign,benign
1,0,195,1,0,benign,benign
1,0,678,1,0,benign,benign
1,0,687,1,0,benign,benign
1,0,650,0.98,0.02,benign,benign
1,0,505,1,0,benign,benign
1,0,169,1,0,benign,benign
1,0,192,1,0,benign,benign
1,0,362,0.89,0.11,benign,benign
1,0,677,1,0,benign,benign
1,0,596,1,0,benign,benign
1,0,415,0.81,0.19,benign,benign
1,0,22,1,0,benign,benign
1,0,321,0.997266,0.002734,benign,benign
1,0,504,1,0,benign,benign
1,0,220,1,0,benign,benign
1,0,376,1,0,benign,benign
1,0,485,1,0,benign,benign
1,0,649,1,0,benign,benign
1,0,212,1,0,benign,benign
1,0,490,1,0,benign,benign
1,0,629,1,0,benign,benign
1,0,3,0.09,0.91,malignant,benign
1,0,364,1,0,benign,benign
1,0,584,0.99,0.01,benign,benign
1,0,129,0.97,0.03,benign,benign
1,0,137,1,0,benign,benign
1,0,501,1,0,benign,benign
1,0,548,1,0,benign,benign
1,0,509,1,0,benign,benign
1,0,492,1,0,benign,benign
1,0,319,0.310162,0.689838,malignant,benign
1,0,430,0.99,0.01,benign,benign
1,0,385,0.84,0.16,benign,benign
1,0,556,1,0,benign,benign
1,0,154,1,0,benign,benign
1,0,656,1,0,benign,benign
1,0,343,1,0,benign,benign
1,0,296,0.270162,0.729838,malignant,benign
1,0,401,1,0,benign,benign
1,0,197,1,0,benign,benign
1,0,552,0.99,0.01,benign,benign
1,0,325,1,0,benign,benign
1,0,352,0.510581,0.489419,benign,benign
1,0,182,1,0,benign,benign
1,0,259,0.124803,0.875197,malignant,benign
1,0,202,1,0,benign,benign
1,0,617,0.997367,0.002633,benign,benign
1,0,579,1,0,benign,benign
1,0,558,1,0,benign,benign
1,0,72,0.81,0.19,benign,benign
1,0,249,0.997266,0.002734,benign,benign
1,0,327,1,0,benign,benign
1,0,277,1,0,benign,benign
1,0,194,1,0,benign,benign
1,0,595,1,0,benign,benign
1,0,158,0.972486,0.027514,benign,benign
1,0,135,0.98,0.02,benign,benign
1,0,587,1,0,benign,benign
1,0,635,0.98,0.02,benign,benign
1,0,671,1,0,benign,benign
1,0,454,0.98,0.02,benign,benign
1,0,47,1,0,benign,benign
1,0,503,1,0,benign,benign
1,0,620,1,0,benign,benign
1,0,543,1,0,benign,benign
1,0,557,1,0,benign,benign
1,0,335,1,0,benign,benign
1,0,418,0.92,0.08,benign,benign
1,0,94,1,0,benign,benign
1,0,10,1,0,benign,benign
1,0,234,0.91,0.09,benign,benign
1,0,280,1,0,benign,benign
1,0,258,1,0,benign,benign
1,0,345,1,0,benign,benign
1,0,472,1,0,benign,benign
1,0,275,0.989337,0.010663,benign,benign
1,0,459,1,0,benign,benign
1,0,578,1,0,benign,benign
1,0,531,1,0,benign,benign
1,0,471,1,0,benign,benign
1,0,577,1,0,benign,benign
1,0,451,1,0,benign,benign
1,0,524,1,0,benign,benign
1,0,446,1,0,benign,benign
1,0,170,1,0,benign,benign
1,0,424,1,0,benign,benign
1,0,269,1,0,benign,benign
1,0,143,1,0,benign,benign
1,0,585,1,0,benign,benign
1,0,547,1,0,benign,benign
1,0,178,1,0,benign,benign
1,0,628,1,0,benign,benign
1,0,542,1,0,benign,benign
1,0,537,1,0,benign,benign
1,0,540,1,0,benign,benign
1,0,534,1,0,benign,benign
1,0,322,1,0,benign,benign
1,0,665,1,0,benign,benign
1,0,502,1,0,benign,benign
1,0,693,0.98,0.02,benign,benign
1,0,682,1,0,benign,benign
1,0,108,1,0,benign,benign
1,0,4,1,0,benign,benign
1,0,653,1,0,benign,benign
1,0,554,1,0,benign,benign
1,0,433,1,0,benign,benign
1,0,147,0.98,0.02,benign,benign
1,0,118,0.96,0.04,benign,benign
1,0,559,1,0,benign,benign
1,0,7,1,0,benign,benign
1,0,384,1,0,benign,benign
1,0,131,1,0,benign,benign
1,0,95,1,0,benign,benign
1,1,323,0.07,0.93,malignant,malignant
1,1,316,0.09,0.91,malignant,malignant
1,1,187,0,1,malignant,malignant
1,1,467,0,1,malignant,malignant
1,1,691,0.08,0.92,malignant,malignant
1,1,237,0,1,malignant,malignant
1,1,85,0.187852,0.812148,malignant,malignant
1,1,412,0,1,malignant,malignant
1,1,482,0,1,malignant,malignant
1,1,255,0.22,0.78,malignant,malignant
1,1,568,0.12,0.88,malignant,malignant
1,1,160,0,1,malignant,malignant
1,1,457,0,1,malignant,malignant
1,1,50,0.277852,0.722148,malignant,malignant
1,1,565,0,1,malignant,malignant
1,1,73,0,1,malignant,malignant
1,1,284,0.01,0.99,malignant,malignant
1,1,435,0.02,0.98,malignant,malignant
1,1,340,0.03,0.97,malignant,malignant
1,1,421,0,1,malignant,malignant
1,1,456,0,1,malignant,malignant
1,1,109,0.01,0.99,malignant,malignant
1,1,612,0,1,malignant,malignant
1,1,56,0.13,0.87,malignant,malignant
1,1,231,0.02,0.98,malignant,malignant
1,1,626,0.06,0.94,malignant,malignant
1,1,68,0.04,0.96,malignant,malignant
1,1,293,0.08,0.92,malignant,malignant
1,1,111,0.07,0.93,malignant,malignant
1,1,605,0,1,malignant,malignant
1,1,391,0,1,malignant,malignant
1,1,99,0,1,malignant,malignant
1,1,493,0,1,malignant,malignant
1,1,253,0.01,0.99,malignant,malignant
1,1,112,0.03,0.97,malignant,malignant
1,1,177,0.12,0.88,malignant,malignant
1,1,330,0.04,0.96,malignant,malignant
1,1,101,0.45,0.55,malignant,malignant
1,1,188,0.03,0.97,malignant,malignant
1,1,201,0.01,0.99,malignant,malignant
1,1,44,0,1,malignant,malignant
1,1,215,0,1,malignant,malignant
1,1,238,0.01,0.99,malignant,malignant
1,1,581,0,1,malignant,malignant
1,1,262,0,1,malignant,malignant
1,1,359,0,1,malignant,malignant
1,1,206,0.07,0.93,malignant,malignant
1,1,247,0.12,0.88,malignant,malignant
1,1,36,0,1,malignant,malignant
1,1,74,0.237852,0.762148,malignant,malignant
1,1,356,0.49,0.51,malignant,malignant
1,1,104,0,1,malignant,malignant
1,1,320,0,1,malignant,malignant
1,1,155,0.130522,0.869478,malignant,malignant
1,1,221,0,1,malignant,malignant
1,1,336,0.05,0.95,malignant,malignant
1,1,267,0.07,0.93,malignant,malignant
1,1,186,0.01,0.99,malignant,malignant
1,1,52,0.08,0.92,malignant,malignant
1,1,381,0,1,malignant,malignant
1,1,149,0,1,malignant,malignant
1,1,58,0.15,0.85,malignant,malignant
1,1,167,0.18,0.82,malignant,malignant
1,1,191,0,1,malignant,malignant
1,1,128,0.14,0.86,malignant,malignant
1,1,23,0.081945,0.918055,malignant,malignant
1,1,400,0.01,0.99,malignant,malignant
1,1,608,0,1,malignant,malignant
1,1,483,0,1,malignant,malignant
1,1,213,0,1,malignant,malignant
1,1,569,0.02,0.98,malignant,malignant
1,1,43,0.41,0.59,malignant,malignant
1,1,224,0,1,malignant,malignant
1,1,588,0.05,0.95,malignant,malignant
1,1,522,0.09,0.91,malignant,malignant
1,1,681,0,1,malignant,malignant
1,1,603,0.13,0.87,malignant,malignant
1,1,289,0,1,malignant,malignant
1,1,519,0.03,0.97,malignant,malignant
1,1,357,0,1,malignant,malignant
1,1,152,0.01,0.99,malignant,malignant
1,1,466,0,1,malignant,malignant
1,1,339,0.02,0.98,malignant,malignant
1,1,515,0.02,0.98,malignant,malignant
1,1,668,0.227852,0.772148,malignant,malignant
1,1,18,0,1,malignant,malignant
1,1,270,0.08,0.92,malignant,malignant
1,1,696,0.12,0.88,malignant,malignant
1,1,151,0.01,0.99,malignant,malignant
1,1,20,0.01,0.99,malignant,malignant
1,1,107,0.02,0.98,malignant,malignant
1,1,416,0.01,0.99,malignant,malignant
1,1,218,0,1,malignant,malignant
1,1,113,0.01,0.99,malignant,malignant
1,1,223,0.02,0.98,malignant,malignant
1,1,65,0.22,0.78,malignant,malignant
1,1,360,0,1,malignant,malignant
1,1,698,0.1,0.9,malignant,malignant
1,1,54,0.03,0.97,malignant,malignant
1,1,55,0.11,0.89,malignant,malignant
1,1,251,0.02,0.98,malignant,malignant
1,1,246,0,1,malignant,malignant
1,1,302,0,1,malignant,malignant
1,1,436,0.117852,0.882148,malignant,malignant
1,1,49,0.04,0.96,malignant,malignant
1,1,453,0.01,0.99,malignant,malignant
1,1,254,0.1,0.9,malignant,malignant
1,1,59,0.14,0.86,malignant,malignant
1,1,571,0,1,malignant,malignant
1,1,84,0.01,0.99,malignant,malignant
1,1,570,0.02,0.98,malignant,malignant
1,1,295,0.01,0.99,malignant,malignant
1,1,455,0.560472,0.439528,benign,malignant
1,1,658,0,1,malignant,malignant
1,1,333,0.02,0.98,malignant,malignant
1,1,5,0,1,malignant,malignant
1,1,273,0.31,0.69,malignant,malignant
1,1,190,0,1,malignant,malignant
1,1,590,0.2,0.8,malignant,malignant
1,1,132,0.08,0.92,malignant,malignant
1,1,434,0.07,0.93,malignant,benign
1,1,83,0.61,0.39,benign,benign
1,1,675,1,0,benign,benign
1,1,125,1,0,benign,benign
1,1,655,1,0,benign,benign
1,1,298,0.71,0.29,benign,benign
1,1,150,1,0,benign,benign
1,1,45,1,0,benign,benign
1,1,351,1,0,benign,benign
1,1,631,1,0,benign,benign
1,1,24,1,0,benign,benign
1,1,573,1,0,benign,benign
1,1,452,1,0,benign,benign
1,1,575,1,0,benign,benign
1,1,331,1,0,benign,benign
1,1,313,1,0,benign,benign
1,1,646,1,0,benign,benign
1,1,602,1,0,benign,benign
1,1,679,1,0,benign,benign
1,1,235,0.926109,0.073891,benign,benign
1,1,593,1,0,benign,benign
1,1,563,1,0,benign,benign
1,1,625,0.93,0.07,benign,benign
1,1,525,1,0,benign,benign
1,1,541,1,0,benign,benign
1,1,576,1,0,benign,benign
1,1,217,1,0,benign,benign
1,1,180,1,0,benign,benign
1,1,555,0.61,0.39,benign,benign
1,1,694,1,0,benign,benign
1,1,447,1,0,benign,benign
1,1,309,0.551836,0.448164,benign,benign
1,1,497,1,0,benign,benign
1,1,82,1,0,benign,benign
1,1,1,0.13,0.87,malignant,benign
1,1,624,1,0,benign,benign
1,1,119,1,0,benign,benign
1,1,663,1,0,benign,benign
1,1,136,1,0,benign,benign
1,1,494,0.612358,0.387642,benign,benign
1,1,278,1,0,benign,benign
1,1,406,1,0,benign,benign
1,1,448,1,0,benign,benign
1,1,422,0.79,0.21,benign,benign
1,1,346,0.95,0.05,benign,benign
1,1,64,1,0,benign,benign
1,1,667,1,0,benign,benign
1,1,265,0.94,0.06,benign,benign
1,1,484,1,0,benign,benign
1,1,276,1,0,benign,benign
1,1,599,0.98,0.02,benign,benign
1,1,450,0.96,0.04,benign,benign
1,1,207,1,0,benign,benign
1,1,257,1,0,benign,benign
1,1,526,1,0,benign,benign
1,1,468,1,0,benign,benign
1,1,417,1,0,benign,benign
1,1,341,1,0,benign,benign
1,1,315,0.048544,0.951456,malignant,benign
1,1,19,1,0,benign,benign
1,1,102,1,0,benign,benign
1,1,486,1,0,benign,benign
1,1,692,1,0,benign,benign
1,1,572,1,0,benign,benign
1,1,165,1,0,benign,benign
1,1,607,1,0,benign,benign
1,1,301,1,0,benign,benign
1,1,69,1,0,benign,benign
1,1,133,1,0,benign,benign
1,1,583,1,0,benign,benign
1,1,307,1,0,benign,benign
1,1,40,0.016035,0.983965,malignant,benign
1,1,256,1,0,benign,benign
1,1,539,1,0,benign,benign
1,1,461,1,0,benign,benign
1,1,161,1,0,benign,benign
1,1,439,1,0,benign,benign
1,1,404,1,0,benign,benign
1,1,290,1,0,benign,benign
1,1,470,1,0,benign,benign
1,1,431,0.98,0.02,benign,benign
1,1,78,1,0,benign,benign
1,1,241,0.97,0.03,benign,benign
1,1,674,1,0,benign,benign
1,1,544,1,0,benign,benign
1,1,243,0.581836,0.418164,benign,benign
1,1,512,1,0,benign,benign
1,1,423,1,0,benign,benign
1,1,127,1,0,benign,benign
1,1,619,1,0,benign,benign
1,1,281,1,0,benign,benign
1,1,189,1,0,benign,benign
1,1,609,1,0,benign,benign
1,1,338,1,0,benign,benign
1,1,473,1,0,benign,benign
1,1,659,1,0,benign,benign
1,1,232,0.13,0.87,malignant,benign
1,1,0,1,0,benign,benign
1,1,252,0.08,0.92,malignant,benign
1,1,652,1,0,benign,benign
1,1,370,0.99,0.01,benign,benign
1,1,120,1,0,benign,benign
1,1,419,0.96,0.04,benign,benign
1,1,240,0.75,0.25,benign,benign
1,1,294,0.999363,0.000637,benign,benign
1,1,33,1,0,benign,benign
1,1,495,1,0,benign,benign
1,1,250,1,0,benign,benign
1,1,462,1,0,benign,benign
1,1,141,1,0,benign,benign
1,1,407,1,0,benign,benign
1,1,661,1,0,benign,benign
1,1,8,0.99,0.01,benign,benign
1,1,477,1,0,benign,benign
1,1,216,1,0,benign,benign
1,1,185,1,0,benign,benign
1,1,318,0.95,0.05,benign,benign
1,1,172,1,0,benign,benign
1,1,176,1,0,benign,benign
1,1,695,1,0,benign,benign
1,1,66,1,0,benign,benign
1,1,511,1,0,benign,benign
1,1,476,1,0,benign,benign
1,1,622,0.83,0.17,benign,benign
1,1,640,0.99,0.01,benign,benign
1,1,508,1,0,benign,benign
1,1,683,1,0,benign,benign
1,1,463,1,0,benign,benign
1,1,615,1,0,benign,benign
1,1,140,1,0,benign,benign
1,1,538,1,0,benign,benign
1,1,673,0.99,0.01,benign,benign
1,1,496,1,0,benign,benign
1,1,291,1,0,benign,benign
1,1,368,1,0,benign,benign
1,1,96,1,0,benign,benign
1,1,324,1,0,benign,benign
1,1,198,1,0,benign,benign
1,1,458,1,0,benign,benign
1,1,242,1,0,benign,benign
1,1,564,1,0,benign,benign
1,1,600,1,0,benign,benign
1,1,80,0.68,0.32,benign,benign
1,1,88,1,0,benign,benign
1,1,392,1,0,benign,benign
1,1,162,1,0,benign,benign
1,1,651,1,0,benign,benign
1,1,116,0.5,0.5,benign,benign
1,1,561,1,0,benign,benign
1,1,527,1,0,benign,benign
1,1,507,1,0,benign,benign
1,1,17,1,0,benign,benign
1,1,443,1,0,benign,benign
1,1,306,1,0,benign,benign
1,1,297,0.563804,0.436196,benign,benign
1,1,410,1,0,benign,benign
1,1,377,1,0,benign,benign
1,1,684,1,0,benign,benign
1,1,478,1,0,benign,benign
1,1,375,1,0,benign,benign
1,1,545,1,0,benign,benign
1,1,164,0.986559,0.013441,benign,benign
1,1,644,1,0,benign,benign
1,1,31,1,0,benign,benign
1,1,121,1,0,benign,benign
1,1,139,0.991379,0.008621,benign,benign
1,1,196,0,1,malignant,benign
1,1,77,1,0,benign,benign
1,1,148,0.54,0.46,benign,benign
1,1,245,0.99,0.01,benign,benign
1,1,409,1,0,benign,benign
1,1,638,1,0,benign,benign
1,1,354,1,0,benign,benign
1,1,623,1,0,benign,benign
1,1,26,1,0,benign,benign
1,1,513,1,0,benign,benign
1,1,432,1,0,benign,benign
1,1,498,1,0,benign,benign
1,1,248,0.87,0.13,benign,benign
1,1,168,1,0,benign,benign
1,1,645,1,0,benign,benign
1,1,2,1,0,benign,benign
1,1,518,1,0,benign,benign
1,1,274,1,0,benign,benign
1,1,29,1,0,benign,benign
1,1,37,0.59,0.41,benign,benign
1,1,30,1,0,benign,benign
1,1,134,1,0,benign,benign
1,1,380,1,0,benign,benign
1,1,208,1,0,benign,benign
1,1,566,1,0,benign,benign
1,1,363,0.69,0.31,benign,benign
1,1,553,0.712358,0.287642,benign,benign
1,1,460,1,0,benign,benign
1,1,474,1,0,benign,benign
1,1,203,1,0,benign,benign
1,1,75,0.76,0.24,benign,benign
1,1,204,1,0,benign,benign
1,1,91,1,0,benign,benign
1,1,396,1,0,benign,benign
1,1,632,1,0,benign,benign
1,1,398,1,0,benign,benign
1,1,616,1,0,benign,benign
1,1,332,1,0,benign,benign
1,1,533,1,0,benign,benign
1,1,550,1,0,benign,benign
1,1,310,1,0,benign,benign
1,1,597,1,0,benign,benign
1,1,657,0.59,0.41,benign,benign
1,1,516,1,0,benign,benign
1,1,372,1,0,benign,benign
1,1,500,1,0,benign,benign
1,1,551,1,0,benign,benign
1,1,562,1,0,benign,benign
1,1,647,1,0,benign,benign
1,1,110,0.76,0.24,benign,benign
1,1,405,1,0,benign,benign
1,1,130,1,0,benign,benign
1,1,271,1,0,benign,benign
1,1,510,1,0,benign,benign
1,1,16,1,0,benign,benign
1,1,627,1,0,benign,benign
1,1,355,1,0,benign,benign
1,1,641,1,0,benign,benign
1,1,81,1,0,benign,benign
1,1,442,0.99,0.01,benign,benign
1,1,11,1,0,benign,benign
1,1,618,1,0,benign,benign
1,1,390,1,0,benign,benign
2,0,521,1,0,benign,benign
2,0,656,1,0,benign,benign
2,0,472,1,0,benign,benign
2,0,463,1,0,benign,benign
2,0,291,1,0,benign,benign
2,0,250,1,0,benign,benign
2,0,204,1,0,benign,benign
2,0,631,1,0,benign,benign
2,0,274,1,0,benign,benign
2,0,31,1,0,benign,benign
2,0,72,0.89,0.11,benign,benign
2,0,484,1,0,benign,benign
2,0,0,1,0,benign,benign
2,0,1,0.374278,0.625722,malignant,benign
2,0,573,1,0,benign,benign
2,0,496,1,0,benign,benign
2,0,212,1,0,benign,benign
2,0,644,1,0,benign,benign
2,0,180,1,0,benign,benign
2,0,516,1,0,benign,benign
2,0,34,1,0,benign,benign
2,0,450,0.94,0.06,benign,benign
2,0,423,1,0,benign,benign
2,0,562,1,0,benign,benign
2,0,652,1,0,benign,benign
2,0,307,1,0,benign,benign
2,0,396,1,0,benign,benign
2,0,232,0.156458,0.843542,malignant,benign
2,0,531,1,0,benign,benign
2,0,609,1,0,benign,benign
2,0,27,1,0,benign,benign
2,0,154,1,0,benign,benign
2,0,234,0.93,0.07,benign,benign
2,0,563,1,0,benign,benign
2,0,245,1,0,benign,benign
2,0,325,0.99,0.01,benign,benign
2,0,375,1,0,benign,benign
2,0,502,1,0,benign,benign
2,0,526,1,0,benign,benign
2,0,534,1,0,benign,benign
2,0,338,1,0,benign,benign
2,0,402,1,0,benign,benign
2,0,663,1,0,benign,benign
2,0,536,1,0,benign,benign
2,0,372,1,0,benign,benign
2,0,363,0.681532,0.318468,benign,benign
2,0,434,0,1,malignant,benign
2,0,403,0.971914,0.028086,benign,benign
2,0,469,1,0,benign,benign
2,0,693,1,0,benign,benign
2,0,81,1,0,benign,benign
2,0,639,1,0,benign,benign
2,0,640,0.99,0.01,benign,benign
2,0,677,1,0,benign,benign
2,0,33,1,0,benign,benign
2,0,95,1,0,benign,benign
2,0,376,1,0,benign,benign
2,0,620,1,0,benign,benign
2,0,615,1,0,benign,benign
2,0,558,1,0,benign,benign
2,0,22,1,0,benign,benign
2,0,695,1,0,benign,benign
2,0,244,1,0,benign,benign
2,0,271,1,0,benign,benign
2,0,133,1,0,benign,benign
2,0,498,1,0,benign,benign
2,0,6,0.960205,0.039795,benign,benign
2,0,287,1,0,benign,benign
2,0,694,1,0,benign,benign
2,0,121,1,0,benign,benign
2,0,387,0.96,0.04,benign,benign
2,0,93,1,0,benign,benign
2,0,674,1,0,benign,benign
2,0,157,1,0,benign,benign
2,0,623,1,0,benign,benign
2,0,90,1,0,benign,benign
2,0,161,1,0,benign,benign
2,0,347,1,0,benign,benign
2,0,632,1,0,benign,benign
2,0,368,1,0,benign,benign
2,0,256,1,0,benign,benign
2,0,686,1,0,benign,benign
2,0,216,1,0,benign,benign
2,0,500,1,0,benign,benign
2,0,373,1,0,benign,benign
2,0,13,1,0,benign,benign
2,0,490,1,0,benign,benign
2,0,369,1,0,benign,benign
2,0,332,1,0,benign,benign
2,0,19,1,0,benign,benign
2,0,415,0.63,0.37,benign,benign
2,0,687,1,0,benign,benign
2,0,354,1,0,benign,benign
2,0,662,1,0,benign,benign
2,0,17,1,0,benign,benign
2,0,130,1,0,benign,benign
2,0,462,1,0,benign,benign
2,0,540,1,0,benign,benign
2,0,78,1,0,benign,benign
2,0,430,1,0,benign,benign
2,0,398,1,0,benign,benign
2,0,539,1,0,benign,benign
2,0,298,0.775,0.225,benign,benign
2,0,202,1,0,benign,benign
2,0,144,1,0,benign,benign
2,0,672,1,0,benign,benign
2,0,617,0.993127,0.006873,benign,benign
2,0,259,0.19,0.81,malignant,benign
2,0,428,1,0,benign,benign
2,0,4,0.99,0.01,benign,benign
2,0,556,0.97,0.03,benign,benign
2,0,16,1,0,benign,benign
2,0,118,0.99,0.01,benign,benign
2,0,572,1,0,benign,benign
2,0,176,1,0,benign,benign
2,0,165,1,0,benign,benign
2,0,646,1,0,benign,benign
2,0,475,1,0,benign,benign
2,0,598,1,0,benign,benign
2,0,459,1,0,benign,benign
2,0,504,1,0,benign,benign
2,0,314,1,0,benign,benign
2,0,478,1,0,benign,benign
2,0,135,0.99,0.01,benign,benign
2,0,552,0.98,0.02,benign,benign
2,0,195,1,0,benign,benign
2,0,443,1,0,benign,benign
2,0,651,1,0,benign,benign
2,0,331,1,0,benign,benign
2,0,208,1,0,benign,benign
2,0,446,1,0,benign,benign
2,0,2,1,0,benign,benign
2,0,197,0.98,0.02,benign,benign
2,0,525,1,0,benign,benign
2,0,643,1,0,benign,benign
2,0,76,0.98,0.02,benign,benign
2,0,392,1,0,benign,benign
2,0,660,1,0,benign,benign
2,0,567,0.96,0.04,benign,benign
2,0,585,1,0,benign,benign
2,0,527,1,0,benign,benign
2,0,77,1,0,benign,benign
2,0,371,1,0,benign,benign
2,0,162,1,0,benign,benign
2,0,225,1,0,benign,benign
2,0,335,1,0,benign,benign
2,0,418,1,0,benign,benign
2,0,413,1,0,benign,benign
2,0,252,0.12,0.88,malignant,benign
2,0,532,1,0,benign,benign
2,0,494,0.627425,0.372575,benign,benign
2,0,203,1,0,benign,benign
2,0,576,1,0,benign,benign
2,0,560,1,0,benign,benign
2,0,419,0.98,0.02,benign,benign
2,0,637,0.87,0.13,benign,benign
2,0,433,1,0,benign,benign
2,0,327,1,0,benign,benign
2,0,533,1,0,benign,benign
2,0,249,0.995339,0.004661,benign,benign
2,0,460,1,0,benign,benign
2,0,445,1,0,benign,benign
2,0,599,0.98,0.02,benign,benign
2,0,147,1,0,benign,benign
2,0,377,1,0,benign,benign
2,0,578,1,0,benign,benign
2,0,351,1,0,benign,benign
2,0,110,0.91,0.09,benign,benign
2,0,566,1,0,benign,benign
2,0,79,1,0,benign,benign
2,0,169,1,0,benign,benign
2,0,410,1,0,benign,benign
2,0,134,1,0,benign,benign
2,0,395,1,0,benign,benign
2,0,235,0.847752,0.152248,benign,benign
2,0,40,0.010791,0.989209,malignant,benign
2,0,125,1,0,benign,benign
2,0,313,1,0,benign,benign
2,0,148,0.81,0.19,benign,benign
2,0,517,1,0,benign,benign
2,0,66,1,0,benign,benign
2,0,429,1,0,benign,benign
2,0,520,1,0,benign,benign
2,0,219,1,0,benign,benign
2,0,501,1,0,benign,benign
2,0,89,1,0,benign,benign
2,0,321,0.995339,0.004661,benign,benign
2,0,497,1,0,benign,benign
2,0,685,1,0,benign,benign
2,0,486,1,0,benign,benign
2,0,397,1,0,benign,benign
2,0,383,1,0,benign,benign
2,0,82,1,0,benign,benign
2,0,629,1,0,benign,benign
2,0,70,1,0,benign,benign
2,0,127,1,0,benign,benign
2,0,275,0.975784,0.024216,benign,benign
2,0,382,1,0,benign,benign
2,0,172,1,0,benign,benign
2,0,242,1,0,benign,benign
2,0,139,0.992512,0.007488,benign,benign
2,0,431,1,0,benign,benign
2,0,136,1,0,benign,benign
2,0,451,1,0,benign,benign
2,0,535,0.99,0.01,benign,benign
2,0,61,1,0,benign,benign
2,0,492,1,0,benign,benign
2,0,671,1,0,benign,benign
2,0,622,0.875,0.125,benign,benign
2,0,269,1,0,benign,benign
2,0,650,0.941914,0.058086,benign,benign
2,0,654,1,0,benign,benign
2,0,114,0.99,0.01,benign,benign
2,0,324,1,0,benign,benign
2,0,48,0.99,0.01,benign,benign
2,0,642,1,0,benign,benign
2,0,150,1,0,benign,benign
2,0,628,1,0,benign,benign
2,0,511,1,0,benign,benign
2,0,220,1,0,benign,benign
2,0,182,1,0,benign,benign
2,0,596,1,0,benign,benign
2,0,199,1,0,benign,benign
2,0,370,1,0,benign,benign
2,0,635,0.98,0.02,benign,benign
2,0,24,1,0,benign,benign
2,0,653,1,0,benign,benign
2,0,553,0.762633,0.237367,benign,benign
2,0,170,1,0,benign,benign
2,0,288,0.524183,0.475817,benign,malignant
2,0,230,0.06,0.94,malignant,malignant
2,0,514,0,1,malignant,malignant
2,0,41,0.297085,0.702915,malignant,malignant
2,0,519,0,1,malignant,malignant
2,0,282,0.27,0.73,malignant,malignant
2,0,467,0.01,0.99,malignant,malignant
2,0,455,0.591006,0.408994,benign,malignant
2,0,251,0.065392,0.934608,malignant,malignant
2,0,101,0.443571,0.556429,malignant,malignant
2,0,52,0.271458,0.728542,malignant,malignant
2,0,73,0.075,0.925,malignant,malignant
2,0,565,0,1,malignant,malignant
2,0,100,0.331458,0.668542,malignant,malignant
2,0,358,0.032973,0.967027,malignant,malignant
2,0,12,0.62,0.38,benign,malignant
2,0,272,0.070522,0.929478,malignant,malignant
2,0,479,0,1,malignant,malignant
2,0,63,0.65,0.35,benign,malignant
2,0,698,0,1,malignant,malignant
2,0,285,0,1,malignant,malignant
2,0,214,0,1,malignant,malignant
2,0,167,0.08,0.92,malignant,malignant
2,0,353,0.125649,0.874351,malignant,malignant
2,0,317,0,1,malignant,malignant
2,0,588,0.02,0.98,malignant,malignant
2,0,592,0.070522,0.929478,malignant,malignant
2,0,414,0,1,malignant,malignant
2,0,302,0,1,malignant,malignant
2,0,293,0.179582,0.820418,malignant,malignant
2,0,246,0,1,malignant,malignant
2,0,38,0.187892,0.812108,malignant,malignant
2,0,56,0.16,0.84,malignant,malignant
2,0,105,0.405619,0.594381,malignant,malignant
2,0,568,0.2625,0.7375,malignant,malignant
2,0,74,0.137286,0.862714,malignant,malignant
2,0,356,0.750619,0.249381,benign,malignant
2,0,339,0.022058,0.977942,malignant,malignant
2,0,515,0.1525,0.8475,malignant,malignant
2,0,104,0.01,0.99,malignant,malignant
2,0,344,0.02,0.98,malignant,malignant
2,0,99,0,1,malignant,malignant
2,0,262,0,1,malignant,malignant
2,0,205,0,1,malignant,malignant
2,0,14,0.04,0.96,malignant,malignant
2,0,190,0,1,malignant,malignant
2,0,530,0.185,0.815,malignant,malignant
2,0,186,0.03,0.97,malignant,malignant
2,0,65,0.490627,0.509373,malignant,malignant
2,0,357,0,1,malignant,malignant
2,0,236,0,1,malignant,malignant
2,0,261,0,1,malignant,malignant
2,0,312,0.092973,0.907027,malignant,malignant
2,0,71,0.34,0.66,malignant,malignant
2,0,295,0,1,malignant,malignant
2,0,436,0.29,0.71,malignant,malignant
2,0,39,0.21,0.79,malignant,malignant
2,0,20,0.160142,0.839858,malignant,malignant
2,0,247,0.169032,0.830968,malignant,malignant
2,0,348,0.64,0.36,benign,malignant
2,0,260,0,1,malignant,malignant
2,0,187,0,1,malignant,malignant
2,0,124,0.165,0.835,malignant,malignant
2,0,386,0.002058,0.997942,malignant,malignant
2,0,506,0.022973,0.977027,malignant,malignant
2,0,570,0.03,0.97,malignant,malignant
2,0,117,0.04,0.96,malignant,malignant
2,0,292,0.066061,0.933939,malignant,malignant
2,0,174,0,1,malignant,malignant
2,0,283,0.030669,0.969331,malignant,malignant
2,0,670,0,1,malignant,malignant
2,0,231,0,1,malignant,malignant
2,0,523,0,1,malignant,malignant
2,0,233,0.03,0.97,malignant,malignant
2,0,32,0,1,malignant,malignant
2,0,489,0.850773,0.149227,benign,malignant
2,0,581,0,1,malignant,malignant
2,0,366,0,1,malignant,malignant
2,0,123,0.138022,0.861978,malignant,malignant
2,0,179,0.265863,0.734137,malignant,malignant
2,0,68,0.095,0.905,malignant,malignant
2,0,25,0.222744,0.777256,malignant,malignant
2,0,483,0,1,malignant,malignant
2,0,546,0,1,malignant,malignant
2,0,340,0.211442,0.788558,malignant,malignant
2,0,610,0.050386,0.949614,malignant,malignant
2,0,381,0.02,0.98,malignant,malignant
2,0,5,0.03,0.97,malignant,malignant
2,0,603,0.14,0.86,malignant,malignant
2,0,522,0.122667,0.877333,malignant,malignant
2,0,273,0.465619,0.534381,malignant,malignant
2,0,183,0,1,malignant,malignant
2,0,456,0.01,0.99,malignant,malignant
2,0,255,0.07,0.93,malignant,malignant
2,0,223,0,1,malignant,malignant
2,0,604,0.37105,0.62895,malignant,malignant
2,0,175,0,1,malignant,malignant
2,0,284,0.120392,0.879608,malignant,malignant
2,0,218,0.01,0.99,malignant,malignant
2,0,132,0.05,0.95,malignant,malignant
2,0,466,0.01,0.99,malignant,malignant
2,0,482,0,1,malignant,malignant
2,0,155,0.070619,0.929381,malignant,malignant
2,0,98,0.093659,0.906341,malignant,malignant
2,0,308,0.02,0.98,malignant,malignant
2,0,122,0,1,malignant,malignant
2,0,574,0,1,malignant,malignant
2,0,320,0.02,0.98,malignant,malignant
2,0,421,0,1,malignant,malignant
2,0,239,0.130386,0.869614,malignant,malignant
2,0,112,0.1563,0.8437,malignant,malignant
2,0,142,0.016667,0.983333,malignant,malignant
2,0,336,0.06,0.94,malignant,malignant
2,0,159,0,1,malignant,malignant
2,0,361,0.200386,0.799614,malignant,malignant
2,0,254,0.030619,0.969381,malignant,malignant
2,0,316,0.06,0.94,malignant,malignant
2,0,210,0,1,malignant,malignant
2,0,213,0.02,0.98,malignant,malignant
2,0,465,0,1,malignant,malignant
2,0,487,0,1,malignant,malignant
2,1,337,1,0,benign,benign
2,1,37,0.9,0.1,benign,benign
2,1,485,1,0,benign,benign
2,1,426,0.83,0.17,benign,benign
2,1,409,1,0,benign,benign
2,1,75,0.91,0.09,benign,benign
2,1,8,0.98,0.02,benign,benign
2,1,529,1,0,benign,benign
2,1,647,1,0,benign,benign
2,1,547,1,0,benign,benign
2,1,649,1,0,benign,benign
2,1,257,1,0,benign,benign
2,1,131,1,0,benign,benign
2,1,198,1,0,benign,benign
2,1,550,1,0,benign,benign
2,1,69,1,0,benign,benign
2,1,393,1,0,benign,benign
2,1,311,1,0,benign,benign
2,1,45,0.99,0.01,benign,benign
2,1,3,0.22,0.78,malignant,benign
2,1,559,1,0,benign,benign
2,1,217,1,0,benign,benign
2,1,91,1,0,benign,benign
2,1,528,0.98,0.02,benign,benign
2,1,30,1,0,benign,benign
2,1,452,1,0,benign,benign
2,1,630,0.95,0.05,benign,benign
2,1,678,1,0,benign,benign
2,1,9,1,0,benign,benign
2,1,551,1,0,benign,benign
2,1,464,1,0,benign,benign
2,1,92,1,0,benign,benign
2,1,688,1,0,benign,benign
2,1,689,0.97,0.03,benign,benign
2,1,346,0.95,0.05,benign,benign
2,1,29,1,0,benign,benign
2,1,163,0.99,0.01,benign,benign
2,1,541,1,0,benign,benign
2,1,638,1,0,benign,benign
2,1,597,1,0,benign,benign
2,1,102,1,0,benign,benign
2,1,189,1,0,benign,benign
2,1,480,1,0,benign,benign
2,1,96,1,0,benign,benign
2,1,580,1,0,benign,benign
2,1,116,0.49,0.51,malignant,benign
2,1,473,1,0,benign,benign
2,1,322,1,0,benign,benign
2,1,593,1,0,benign,benign
2,1,417,1,0,benign,benign
2,1,507,1,0,benign,benign
2,1,309,0.780374,0.219626,benign,benign
2,1,499,1,0,benign,benign
2,1,171,1,0,benign,benign
2,1,108,1,0,benign,benign
2,1,138,1,0,benign,benign
2,1,448,1,0,benign,benign
2,1,690,1,0,benign,benign
2,1,158,0.988331,0.011669,benign,benign
2,1,352,0.14,0.86,malignant,benign
2,1,420,0.98,0.02,benign,benign
2,1,508,1,0,benign,benign
2,1,664,1,0,benign,benign
2,1,280,1,0,benign,benign
2,1,318,0.99,0.01,benign,benign
2,1,408,0.99,0.01,benign,benign
2,1,545,1,0,benign,benign
2,1,616,1,0,benign,benign
2,1,240,0.83,0.17,benign,benign
2,1,164,0.980752,0.019248,benign,benign
2,1,655,1,0,benign,benign
2,1,342,1,0,benign,benign
2,1,518,1,0,benign,benign
2,1,401,1,0,benign,benign
2,1,97,1,0,benign,benign
2,1,405,1,0,benign,benign
2,1,601,1,0,benign,benign
2,1,587,1,0,benign,benign
2,1,447,1,0,benign,benign
2,1,554,1,0,benign,benign
2,1,241,1,0,benign,benign
2,1,439,1,0,benign,benign
2,1,614,1,0,benign,benign
2,1,297,0.454708,0.545292,malignant,benign
2,1,192,1,0,benign,benign
2,1,119,1,0,benign,benign
2,1,145,0.978416,0.021584,benign,benign
2,1,365,1,0,benign,benign
2,1,362,0.94,0.06,benign,benign
2,1,301,1,0,benign,benign
2,1,474,1,0,benign,benign
2,1,583,1,0,benign,benign
2,1,470,1,0,benign,benign
2,1,441,0.706106,0.293894,benign,benign
2,1,666,0.99,0.01,benign,benign
2,1,471,1,0,benign,benign
2,1,454,0.99,0.01,benign,benign
2,1,438,0.98,0.02,benign,benign
2,1,120,1,0,benign,benign
2,1,513,1,0,benign,benign
2,1,618,1,0,benign,benign
2,1,564,1,0,benign,benign
2,1,281,1,0,benign,benign
2,1,543,1,0,benign,benign
2,1,538,1,0,benign,benign
2,1,476,1,0,benign,benign
2,1,661,1,0,benign,benign
2,1,579,1,0,benign,benign
2,1,141,1,0,benign,benign
2,1,388,1,0,benign,benign
2,1,315,0.210446,0.789554,malignant,benign
2,1,657,0.338135,0.661865,malignant,benign
2,1,505,1,0,benign,benign
2,1,137,1,0,benign,benign
2,1,424,1,0,benign,benign
2,1,595,1,0,benign,benign
2,1,194,1,0,benign,benign
2,1,80,0.93,0.07,benign,benign
2,1,343,1,0,benign,benign
2,1,602,1,0,benign,benign
2,1,228,1,0,benign,benign
2,1,422,0.73,0.27,benign,benign
2,1,28,1,0,benign,benign
2,1,411,0.999804,0.000196,benign,benign
2,1,676,1,0,benign,benign
2,1,115,0.990374,0.009626,benign,benign
2,1,390,1,0,benign,benign
2,1,481,0.94,0.06,benign,benign
2,1,290,1,0,benign,benign
2,1,129,0.96,0.04,benign,benign
2,1,627,0.980374,0.019626,benign,benign
2,1,584,0.94,0.06,benign,benign
2,1,380,1,0,benign,benign
2,1,64,1,0,benign,benign
2,1,193,1,0,benign,benign
2,1,310,1,0,benign,benign
2,1,555,0.821699,0.178301,benign,benign
2,1,7,1,0,benign,benign
2,1,575,1,0,benign,benign
2,1,94,1,0,benign,benign
2,1,276,1,0,benign,benign
2,1,385,0.88,0.12,benign,benign
2,1,692,1,0,benign,benign
2,1,374,1,0,benign,benign
2,1,181,1,0,benign,benign
2,1,432,1,0,benign,benign
2,1,634,1,0,benign,benign
2,1,437,1,0,benign,benign
2,1,606,1,0,benign,benign
2,1,35,1,0,benign,benign
2,1,477,1,0,benign,benign
2,1,389,0.99,0.01,benign,benign
2,1,394,1,0,benign,benign
2,1,277,1,0,benign,benign
2,1,378,0.97,0.03,benign,benign
2,1,682,1,0,benign,benign
2,1,442,1,0,benign,benign
2,1,679,1,0,benign,benign
2,1,278,1,0,benign,benign
2,1,524,1,0,benign,benign
2,1,548,1,0,benign,benign
2,1,503,1,0,benign,benign
2,1,156,1,0,benign,benign
2,1,444,0.94,0.06,benign,benign
2,1,265,0.97,0.03,benign,benign
2,1,243,0.810374,0.189626,benign,benign
2,1,406,1,0,benign,benign
2,1,625,0.901521,0.098479,benign,benign
2,1,384,1,0,benign,benign
2,1,659,1,0,benign,benign
2,1,512,1,0,benign,benign
2,1,683,1,0,benign,benign
2,1,577,1,0,benign,benign
2,1,319,0.06,0.94,malignant,benign
2,1,11,1,0,benign,benign
2,1,544,1,0,benign,benign
2,1,296,0.02,0.98,malignant,benign
2,1,209,1,0,benign,benign
2,1,509,1,0,benign,benign
2,1,303,1,0,benign,benign
2,1,607,1,0,benign,benign
2,1,143,0.990374,0.009626,benign,benign
2,1,667,1,0,benign,benign
2,1,589,1,0,benign,benign
2,1,665,1,0,benign,benign
2,1,542,0.99,0.01,benign,benign
2,1,495,1,0,benign,benign
2,1,379,0.79,0.21,benign,benign
2,1,645,1,0,benign,benign
2,1,613,1,0,benign,benign
2,1,47,1,0,benign,benign
2,1,196,0.02,0.98,malignant,benign
2,1,140,1,0,benign,benign
2,1,26,1,0,benign,benign
2,1,684,1,0,benign,benign
2,1,168,1,0,benign,benign
2,1,619,1,0,benign,benign
2,1,461,0.970374,0.029626,benign,benign
2,1,407,1,0,benign,benign
2,1,600,1,0,benign,benign
2,1,178,1,0,benign,benign
2,1,364,1,0,benign,benign
2,1,10,1,0,benign,benign
2,1,355,1,0,benign,benign
2,1,258,1,0,benign,benign
2,1,306,1,0,benign,benign
2,1,468,1,0,benign,benign
2,1,345,1,0,benign,benign
2,1,561,1,0,benign,benign
2,1,537,1,0,benign,benign
2,1,621,0.44,0.56,malignant,benign
2,1,185,1,0,benign,benign
2,1,404,1,0,benign,benign
2,1,673,0.96,0.04,benign,benign
2,1,399,1,0,benign,benign
2,1,458,1,0,benign,benign
2,1,510,1,0,benign,benign
2,1,88,1,0,benign,benign
2,1,557,1,0,benign,benign
2,1,153,0.99,0.01,benign,benign
2,1,350,1,0,benign,benign
2,1,624,1,0,benign,benign
2,1,83,0.92,0.08,benign,benign
2,1,675,1,0,benign,benign
2,1,207,1,0,benign,benign
2,1,641,1,0,benign,benign
2,1,341,1,0,benign,benign
2,1,294,0.999804,0.000196,benign,benign
2,1,248,0.92,0.08,benign,benign
2,1,268,0,1,malignant,malignant
2,1,289,0.211619,0.788381,malignant,malignant
2,1,62,0.04,0.96,malignant,malignant
2,1,304,0.060415,0.939585,malignant,malignant
2,1,84,0.011619,0.988381,malignant,malignant
2,1,184,0,1,malignant,malignant
2,1,594,0.08,0.92,malignant,malignant
2,1,586,0,1,malignant,malignant
2,1,85,0.2,0.8,malignant,malignant
2,1,608,0.08,0.92,malignant,malignant
2,1,58,0.352177,0.647823,malignant,malignant
2,1,658,0.01,0.99,malignant,malignant
2,1,611,0.073899,0.926101,malignant,malignant
2,1,113,0.03,0.97,malignant,malignant
2,1,633,0.058688,0.941312,malignant,malignant
2,1,264,0.02,0.98,malignant,malignant
2,1,668,0.287558,0.712442,malignant,malignant
2,1,200,0.01,0.99,malignant,malignant
2,1,427,0.040666,0.959334,malignant,malignant
2,1,36,0.064463,0.935537,malignant,malignant
2,1,109,0.095908,0.904092,malignant,malignant
2,1,680,0,1,malignant,malignant
2,1,333,0.1,0.9,malignant,malignant
2,1,270,0.068,0.932,malignant,malignant
2,1,367,0,1,malignant,malignant
2,1,15,0.425971,0.574029,malignant,malignant
2,1,87,0.112024,0.887976,malignant,malignant
2,1,328,0.07,0.93,malignant,malignant
2,1,191,0.007126,0.992874,malignant,malignant
2,1,51,0.185,0.815,malignant,malignant
2,1,67,0.07,0.93,malignant,malignant
2,1,636,0.06,0.94,malignant,malignant
2,1,103,0.42,0.58,malignant,malignant
2,1,43,0.37,0.63,malignant,malignant
2,1,151,0.100374,0.899626,malignant,malignant
2,1,237,0.05,0.95,malignant,malignant
2,1,23,0.148315,0.851685,malignant,malignant
2,1,571,0.012024,0.987976,malignant,malignant
2,1,160,0.02,0.98,malignant,malignant
2,1,227,0.01,0.99,malignant,malignant
2,1,229,0,1,malignant,malignant
2,1,569,0,1,malignant,malignant
2,1,128,0.04,0.96,malignant,malignant
2,1,201,0.01,0.99,malignant,malignant
2,1,42,0.04,0.96,malignant,malignant
2,1,334,0.11,0.89,malignant,malignant
2,1,412,0.01,0.99,malignant,malignant
2,1,648,0.083899,0.916101,malignant,malignant
2,1,211,0,1,malignant,malignant
2,1,612,0,1,malignant,malignant
2,1,453,0.05,0.95,malignant,malignant
2,1,696,0.05,0.95,malignant,malignant
2,1,582,0.076652,0.923348,malignant,malignant
2,1,215,0.01,0.99,malignant,malignant
2,1,224,0.002024,0.997976,malignant,malignant
2,1,590,0.335626,0.664374,malignant,malignant
2,1,173,0.02,0.98,malignant,malignant
2,1,126,0,1,malignant,malignant
2,1,226,0.012024,0.987976,malignant,malignant
2,1,222,0.920374,0.079626,benign,malignant
2,1,591,0,1,malignant,malignant
2,1,279,0.14,0.86,malignant,malignant
2,1,669,0,1,malignant,malignant
2,1,44,0.073885,0.926115,malignant,malignant
2,1,266,0.1,0.9,malignant,malignant
2,1,86,0.19,0.81,malignant,malignant
2,1,177,0.177558,0.822442,malignant,malignant
2,1,440,0,1,malignant,malignant
2,1,238,0,1,malignant,malignant
2,1,50,0.3,0.7,malignant,malignant
2,1,221,0.046249,0.953751,malignant,malignant
2,1,299,0.27,0.73,malignant,malignant
2,1,681,0,1,malignant,malignant
2,1,626,0.125102,0.874898,malignant,malignant
2,1,263,0.003891,0.996109,malignant,malignant
2,1,491,0.07,0.93,malignant,malignant
2,1,146,0.26,0.74,malignant,malignant
2,1,54,0.02,0.98,malignant,malignant
2,1,400,0.01,0.99,malignant,malignant
2,1,21,0.03,0.97,malignant,malignant
2,1,691,0.15,0.85,malignant,malignant
2,1,149,0,1,malignant,malignant
2,1,697,0.04,0.96,malignant,malignant
2,1,305,0.03,0.97,malignant,malignant
2,1,323,0.13,0.87,malignant,malignant
2,1,267,0.06,0.94,malignant,malignant
2,1,360,0.02,0.98,malignant,malignant
2,1,53,0.05,0.95,malignant,malignant
2,1,349,0.160282,0.839718,malignant,malignant
2,1,60,0.18,0.82,malignant,malignant
2,1,46,0.15,0.85,malignant,malignant
2,1,18,0.06,0.94,malignant,malignant
2,1,391,0.014225,0.985775,malignant,malignant
2,1,416,0.013891,0.986109,malignant,malignant
2,1,457,0.014463,0.985537,malignant,malignant
2,1,425,0,1,malignant,malignant
2,1,329,0.023891,0.976109,malignant,malignant
2,1,107,0.055102,0.944898,malignant,malignant
2,1,326,0.490374,0.509626,malignant,malignant
2,1,111,0.07,0.93,malignant,malignant
2,1,330,0.05,0.95,malignant,malignant
2,1,49,0.09,0.91,malignant,malignant
2,1,188,0.064225,0.935775,malignant,malignant
2,1,253,0.04,0.96,malignant,malignant
2,1,435,0.05,0.95,malignant,malignant
2,1,59,0.25,0.75,malignant,malignant
2,1,152,0,1,malignant,malignant
2,1,286,0,1,malignant,malignant
2,1,106,0.02,0.98,malignant,malignant
2,1,166,0.162024,0.837976,malignant,malignant
2,1,488,0.2,0.8,malignant,malignant
2,1,300,0.03,0.97,malignant,malignant
2,1,549,0.02,0.98,malignant,malignant
2,1,605,0,1,malignant,malignant
2,1,55,0.05,0.95,malignant,malignant
2,1,493,0,1,malignant,malignant
2,1,206,0.04,0.96,malignant,malignant
2,1,57,0.531071,0.468929,benign,malignant
2,1,359,0.04,0.96,malignant,malignant
2,1,449,0.04,0.96,malignant,malignant
3,0,489,0.71,0.29,benign,malignant
3,0,457,0,1,malignant,malignant
3,0,267,0.441633,0.558367,malignant,malignant
3,0,159,0,1,malignant,malignant
3,0,71,0.422944,0.577056,malignant,malignant
3,0,633,0.164667,0.835333,malignant,malignant
3,0,467,0.233333,0.766667,malignant,malignant
3,0,323,0.154325,0.845675,malignant,malignant
3,0,669,0.01,0.99,malignant,malignant
3,0,591,0.125,0.875,malignant,malignant
3,0,604,0.52,0.48,benign,malignant
3,0,425,0,1,malignant,malignant
3,0,224,0.023147,0.976853,malignant,malignant
3,0,608,0.06,0.94,malignant,malignant
3,0,658,0,1,malignant,malignant
3,0,146,0.676374,0.323626,benign,malignant
3,0,151,0.083579,0.916421,malignant,malignant
3,0,514,0.109305,0.890695,malignant,malignant
3,0,440,0.09,0.91,malignant,malignant
3,0,49,0.12,0.88,malignant,malignant
3,0,117,0.106598,0.893402,malignant,malignant
3,0,353,0.243919,0.756081,malignant,malignant
3,0,344,0.054444,0.945556,malignant,malignant
3,0,223,0.054667,0.945333,malignant,malignant
3,0,113,0,1,malignant,malignant
3,0,605,0.033147,0.966853,malignant,malignant
3,0,581,0.1,0.9,malignant,malignant
3,0,680,0,1,malignant,malignant
3,0,253,0.05,0.95,malignant,malignant
3,0,668,0.419078,0.580922,malignant,malignant
3,0,263,0.003579,0.996421,malignant,malignant
3,0,349,0.444595,0.555405,malignant,malignant
3,0,594,0.181111,0.818889,malignant,malignant
3,0,52,0.02,0.98,malignant,malignant
3,0,112,0.11,0.89,malignant,malignant
3,0,142,0.04,0.96,malignant,malignant
3,0,43,0.602411,0.397589,benign,malignant
3,0,41,0.11,0.89,malignant,malignant
3,0,648,0.04,0.96,malignant,malignant
3,0,522,0.055314,0.944686,malignant,malignant
3,0,84,0.188733,0.811267,malignant,malignant
3,0,273,0.14,0.86,malignant,malignant
3,0,132,0.09,0.91,malignant,malignant
3,0,68,0.025314,0.974686,malignant,malignant
3,0,295,0.146912,0.853088,malignant,malignant
3,0,697,0.164667,0.835333,malignant,malignant
3,0,38,0.133214,0.866786,malignant,malignant
3,0,348,0.557576,0.442424,benign,malignant
3,0,262,0.01,0.99,malignant,malignant
3,0,87,0.244814,0.755186,malignant,malignant
3,0,15,0.209078,0.790922,malignant,malignant
3,0,515,0.153704,0.846296,malignant,malignant
3,0,107,0.245586,0.754414,malignant,malignant
3,0,691,0.15,0.85,malignant,malignant
3,0,36,0.039078,0.960922,malignant,malignant
3,0,39,0.49837,0.50163,malignant,malignant
3,0,211,0.02,0.98,malignant,malignant
3,0,239,0.06,0.94,malignant,malignant
3,0,414,0,1,malignant,malignant
3,0,603,0.343745,0.656255,malignant,malignant
3,0,391,0.01,0.99,malignant,malignant
3,0,67,0.167573,0.832427,malignant,malignant
3,0,210,0.01,0.99,malignant,malignant
3,0,149,0.04,0.96,malignant,malignant
3,0,44,0.039078,0.960922,malignant,malignant
3,0,99,0.066481,0.933519,malignant,malignant
3,0,483,0,1,malignant,malignant
3,0,456,0.02,0.98,malignant,malignant
3,0,288,0.56,0.44,benign,malignant
3,0,128,0.13319,0.86681,malignant,malignant
3,0,5,0,1,malignant,malignant
3,0,53,0.253919,0.746081,malignant,malignant
3,0,279,0.01,0.99,malignant,malignant
3,0,330,0.05,0.95,malignant,malignant
3,0,272,0.441633,0.558367,malignant,malignant
3,0,226,0.013147,0.986853,malignant,malignant
3,0,282,0.453787,0.546213,malignant,malignant
3,0,506,0.03,0.97,malignant,malignant
3,0,122,0,1,malignant,malignant
3,0,126,0.113333,0.886667,malignant,malignant
3,0,85,0.3,0.7,malignant,malignant
3,0,320,0.103333,0.896667,malignant,malignant
3,0,546,0.02,0.98,malignant,malignant
3,0,361,0.391473,0.608527,malignant,malignant
3,0,491,0.07,0.93,malignant,malignant
3,0,46,0.31,0.69,malignant,malignant
3,0,305,0.03,0.97,malignant,malignant
3,0,21,0.073147,0.926853,malignant,malignant
3,0,218,0.052944,0.947056,malignant,malignant
3,0,179,0.464573,0.535427,malignant,malignant
3,0,626,0.5,0.5,benign,malignant
3,0,264,0.09,0.91,malignant,malignant
3,0,237,0.02,0.98,malignant,malignant
3,0,400,0.06,0.94,malignant,malignant
3,0,268,0,1,malignant,malignant
3,0,292,0.039526,0.960474,malignant,malignant
3,0,570,0.04,0.96,malignant,malignant
3,0,358,0.1,0.9,malignant,malignant
3,0,359,0.02,0.98,malignant,malignant
3,0,177,0.119078,0.880922,malignant,malignant
3,0,160,0.02,0.98,malignant,malignant
3,0,222,1,0,benign,malignant
3,0,104,0.027576,0.972424,malignant,malignant
3,0,186,0.094814,0.905186,malignant,malignant
3,0,101,0.454185,0.545815,malignant,malignant
3,0,340,0.12,0.88,malignant,malignant
3,0,289,0.163147,0.836853,malignant,malignant
3,0,200,0.02,0.98,malignant,malignant
3,0,173,0.01,0.99,malignant,malignant
3,0,238,0.01,0.99,malignant,malignant
3,0,12,0.21,0.79,malignant,malignant
3,0,233,0.02,0.98,malignant,malignant
3,0,436,0.069078,0.930922,malignant,malignant
3,0,175,0.073919,0.926081,malignant,malignant
3,0,58,0.523948,0.476052,benign,malignant
3,0,328,0.214667,0.785333,malignant,malignant
3,0,449,0.02,0.98,malignant,malignant
3,0,357,0,1,malignant,malignant
3,0,610,0.12,0.88,malignant,malignant
3,0,412,0,1,malignant,malignant
3,0,184,0.02,0.98,malignant,malignant
3,0,4,1,0,benign,benign
3,0,92,1,0,benign,benign
3,0,327,1,0,benign,benign
3,0,552,0.96,0.04,benign,benign
3,0,559,1,0,benign,benign
3,0,180,1,0,benign,benign
3,0,413,1,0,benign,benign
3,0,602,1,0,benign,benign
3,0,394,0.96,0.04,benign,benign
3,0,641,1,0,benign,benign
3,0,96,1,0,benign,benign
3,0,265,0.94,0.06,benign,benign
3,0,314,1,0,benign,benign
3,0,275,0.97218,0.02782,benign,benign
3,0,156,1,0,benign,benign
3,0,632,1,0,benign,benign
3,0,547,1,0,benign,benign
3,0,667,1,0,benign,benign
3,0,291,1,0,benign,benign
3,0,684,1,0,benign,benign
3,0,197,0.98,0.02,benign,benign
3,0,95,1,0,benign,benign
3,0,345,1,0,benign,benign
3,0,115,1,0,benign,benign
3,0,232,0.159078,0.840922,malignant,benign
3,0,596,1,0,benign,benign
3,0,485,1,0,benign,benign
3,0,499,1,0,benign,benign
3,0,535,0.96,0.04,benign,benign
3,0,674,1,0,benign,benign
3,0,396,1,0,benign,benign
3,0,120,1,0,benign,benign
3,0,195,1,0,benign,benign
3,0,661,1,0,benign,benign
3,0,343,1,0,benign,benign
3,0,576,1,0,benign,benign
3,0,281,1,0,benign,benign
3,0,621,0.62,0.38,benign,benign
3,0,634,1,0,benign,benign
3,0,287,1,0,benign,benign
3,0,48,1,0,benign,benign
3,0,45,0.99,0.01,benign,benign
3,0,249,0.999237,0.000763,benign,benign
3,0,563,1,0,benign,benign
3,0,613,1,0,benign,benign
3,0,423,1,0,benign,benign
3,0,318,0.985,0.015,benign,benign
3,0,625,0.94,0.06,benign,benign
3,0,679,1,0,benign,benign
3,0,389,1,0,benign,benign
3,0,307,1,0,benign,benign
3,0,296,0.2,0.8,malignant,benign
3,0,119,1,0,benign,benign
3,0,313,1,0,benign,benign
3,0,276,1,0,benign,benign
3,0,80,0.92,0.08,benign,benign
3,0,298,0.495,0.505,malignant,benign
3,0,511,1,0,benign,benign
3,0,257,1,0,benign,benign
3,0,138,1,0,benign,benign
3,0,369,1,0,benign,benign
3,0,614,1,0,benign,benign
3,0,442,1,0,benign,benign
3,0,659,1,0,benign,benign
3,0,297,0.482428,0.517572,malignant,benign
3,0,145,0.972529,0.027471,benign,benign
3,0,473,1,0,benign,benign
3,0,217,1,0,benign,benign
3,0,534,1,0,benign,benign
3,0,606,1,0,benign,benign
3,0,532,1,0,benign,benign
3,0,26,1,0,benign,benign
3,0,520,1,0,benign,benign
3,0,429,1,0,benign,benign
3,0,370,1,0,benign,benign
3,0,575,1,0,benign,benign
3,0,13,1,0,benign,benign
3,0,577,1,0,benign,benign
3,0,564,1,0,benign,benign
3,0,660,1,0,benign,benign
3,0,8,0.99,0.01,benign,benign
3,0,408,1,0,benign,benign
3,0,505,1,0,benign,benign
3,0,355,1,0,benign,benign
3,0,301,1,0,benign,benign
3,0,521,1,0,benign,benign
3,0,387,0.84,0.16,benign,benign
3,0,469,1,0,benign,benign
3,0,528,1,0,benign,benign
3,0,510,1,0,benign,benign
3,0,470,1,0,benign,benign
3,0,628,1,0,benign,benign
3,0,94,1,0,benign,benign
3,0,656,1,0,benign,benign
3,0,3,0.2,0.8,malignant,benign
3,0,405,1,0,benign,benign
3,0,338,1,0,benign,benign
3,0,256,1,0,benign,benign
3,0,472,1,0,benign,benign
3,0,653,1,0,benign,benign
3,0,61,1,0,benign,benign
3,0,274,1,0,benign,benign
3,0,22,1,0,benign,benign
3,0,375,1,0,benign,benign
3,0,619,1,0,benign,benign
3,0,500,1,0,benign,benign
3,0,600,1,0,benign,benign
3,0,513,1,0,benign,benign
3,0,651,1,0,benign,benign
3,0,480,1,0,benign,benign
3,0,208,1,0,benign,benign
3,0,81,1,0,benign,benign
3,0,640,1,0,benign,benign
3,0,144,1,0,benign,benign
3,0,207,1,0,benign,benign
3,0,548,1,0,benign,benign
3,0,83,0.9,0.1,benign,benign
3,0,384,1,0,benign,benign
3,0,638,1,0,benign,benign
3,0,637,0.88,0.12,benign,benign
3,0,562,1,0,benign,benign
3,0,35,1,0,benign,benign
3,0,578,1,0,benign,benign
3,0,464,1,0,benign,benign
3,0,496,1,0,benign,benign
3,0,378,0.99,0.01,benign,benign
3,0,127,1,0,benign,benign
3,0,202,1,0,benign,benign
3,0,420,0.99,0.01,benign,benign
3,0,203,1,0,benign,benign
3,0,351,1,0,benign,benign
3,0,64,1,0,benign,benign
3,0,537,1,0,benign,benign
3,0,415,0.78,0.22,benign,benign
3,0,645,1,0,benign,benign
3,0,172,1,0,benign,benign
3,0,150,1,0,benign,benign
3,0,310,1,0,benign,benign
3,0,404,1,0,benign,benign
3,0,474,1,0,benign,benign
3,0,677,1,0,benign,benign
3,0,417,1,0,benign,benign
3,0,398,1,0,benign,benign
3,0,17,1,0,benign,benign
3,0,153,1,0,benign,benign
3,0,517,1,0,benign,benign
3,0,539,1,0,benign,benign
3,0,139,0.999586,0.000414,benign,benign
3,0,1,0.305684,0.694316,malignant,benign
3,0,176,1,0,benign,benign
3,0,525,1,0,benign,benign
3,0,531,1,0,benign,benign
3,0,225,1,0,benign,benign
3,0,324,1,0,benign,benign
3,0,47,1,0,benign,benign
3,0,629,1,0,benign,benign
3,0,70,1,0,benign,benign
3,0,597,0.96,0.04,benign,benign
3,0,341,1,0,benign,benign
3,0,244,1,0,benign,benign
3,0,363,0.68,0.32,benign,benign
3,0,141,1,0,benign,benign
3,0,193,1,0,benign,benign
3,0,649,1,0,benign,benign
3,0,631,1,0,benign,benign
3,0,372,1,0,benign,benign
3,0,2,1,0,benign,benign
3,0,163,0.99,0.01,benign,benign
3,0,551,1,0,benign,benign
3,0,452,1,0,benign,benign
3,0,407,1,0,benign,benign
3,0,508,1,0,benign,benign
3,0,182,1,0,benign,benign
3,0,544,1,0,benign,benign
3,0,311,1,0,benign,benign
3,0,77,0.99,0.01,benign,benign
3,0,422,0.78,0.22,benign,benign
3,0,185,1,0,benign,benign
3,0,216,1,0,benign,benign
3,0,121,0.99,0.01,benign,benign
3,0,492,1,0,benign,benign
3,0,572,1,0,benign,benign
3,0,481,0.94,0.06,benign,benign
3,0,189,0.92,0.08,benign,benign
3,0,228,1,0,benign,benign
3,0,663,1,0,benign,benign
3,0,171,1,0,benign,benign
3,0,242,1,0,benign,benign
3,0,402,0.91,0.09,benign,benign
3,0,441,0.87,0.13,benign,benign
3,0,269,1,0,benign,benign
3,0,557,1,0,benign,benign
3,0,432,1,0,benign,benign
3,0,599,0.95,0.05,benign,benign
3,0,536,1,0,benign,benign
3,0,399,0.97,0.03,benign,benign
3,0,383,1,0,benign,benign
3,0,331,0.99,0.01,benign,benign
3,0,364,1,0,benign,benign
3,0,161,1,0,benign,benign
3,0,118,1,0,benign,benign
3,0,31,1,0,benign,benign
3,0,458,1,0,benign,benign
3,0,165,1,0,benign,benign
3,0,7,1,0,benign,benign
3,0,501,1,0,benign,benign
3,0,504,1,0,benign,benign
3,0,595,1,0,benign,benign
3,0,622,0.76,0.24,benign,benign
3,0,471,1,0,benign,benign
3,0,135,0.94,0.06,benign,benign
3,0,388,1,0,benign,benign
3,0,430,1,0,benign,benign
3,0,37,0.88,0.12,benign,benign
3,0,428,1,0,benign,benign
3,0,250,1,0,benign,benign
3,0,72,0.84,0.16,benign,benign
3,0,664,1,0,benign,benign
3,0,209,1,0,benign,benign
3,0,0,1,0,benign,benign
3,0,678,1,0,benign,benign
3,0,129,0.985,0.015,benign,benign
3,0,652,1,0,benign,benign
3,0,243,0.96,0.04,benign,benign
3,0,657,0.619078,0.380922,benign,benign
3,0,154,1,0,benign,benign
3,0,192,1,0,benign,benign
3,0,475,1,0,benign,benign
3,0,69,1,0,benign,benign
3,1,166,0.12,0.88,malignant,malignant
3,1,588,0.03,0.97,malignant,malignant
3,1,681,0,1,malignant,malignant
3,1,255,0.251818,0.748182,malignant,malignant
3,1,98,0.05,0.95,malignant,malignant
3,1,612,0,1,malignant,malignant
3,1,574,0.01,0.99,malignant,malignant
3,1,74,0.271818,0.728182,malignant,malignant
3,1,106,0.01,0.99,malignant,malignant
3,1,188,0,1,malignant,malignant
3,1,155,0.240274,0.759726,malignant,malignant
3,1,302,0,1,malignant,malignant
3,1,316,0.02,0.98,malignant,malignant
3,1,317,0,1,malignant,malignant
3,1,23,0.213651,0.786349,malignant,malignant
3,1,569,0,1,malignant,malignant
3,1,611,0.04,0.96,malignant,malignant
3,1,300,0.05,0.95,malignant,malignant
3,1,206,0.07,0.93,malignant,malignant
3,1,386,0.02,0.98,malignant,malignant
3,1,312,0.07,0.93,malignant,malignant
3,1,427,0.04,0.96,malignant,malignant
3,1,360,0,1,malignant,malignant
3,1,465,0,1,malignant,malignant
3,1,205,0,1,malignant,malignant
3,1,213,0,1,malignant,malignant
3,1,105,0.597442,0.402558,benign,malignant
3,1,251,0.001481,0.998519,malignant,malignant
3,1,65,0.427442,0.572558,malignant,malignant
3,1,236,0.01,0.99,malignant,malignant
3,1,18,0,1,malignant,malignant
3,1,215,0,1,malignant,malignant
3,1,696,0.01,0.99,malignant,malignant
3,1,123,0.05,0.95,malignant,malignant
3,1,20,0.07,0.93,malignant,malignant
3,1,286,0,1,malignant,malignant
3,1,221,0,1,malignant,malignant
3,1,530,0.07,0.93,malignant,malignant
3,1,201,0,1,malignant,malignant
3,1,455,0.550411,0.449589,benign,malignant
3,1,488,0.31,0.69,malignant,malignant
3,1,299,0.22,0.78,malignant,malignant
3,1,254,0.111818,0.888182,malignant,malignant
3,1,285,0,1,malignant,malignant
3,1,571,0,1,malignant,malignant
3,1,73,0.02,0.98,malignant,malignant
3,1,493,0,1,malignant,malignant
3,1,421,0.01,0.99,malignant,malignant
3,1,366,0,1,malignant,malignant
3,1,308,0.03,0.97,malignant,malignant
3,1,63,0.66,0.34,benign,malignant
3,1,367,0,1,malignant,malignant
3,1,214,0,1,malignant,malignant
3,1,62,0.111818,0.888182,malignant,malignant
3,1,59,0.317442,0.682558,malignant,malignant
3,1,167,0.08,0.92,malignant,malignant
3,1,304,0.120274,0.879726,malignant,malignant
3,1,519,0,1,malignant,malignant
3,1,284,0.111755,0.888245,malignant,malignant
3,1,329,0,1,malignant,malignant
3,1,356,0.87,0.13,benign,malignant
3,1,247,0.373574,0.626426,malignant,malignant
3,1,636,0,1,malignant,malignant
3,1,227,0.01,0.99,malignant,malignant
3,1,270,0.190274,0.809726,malignant,malignant
3,1,487,0,1,malignant,malignant
3,1,592,0.14,0.86,malignant,malignant
3,1,56,0.170274,0.829726,malignant,malignant
3,1,586,0,1,malignant,malignant
3,1,174,0,1,malignant,malignant
3,1,191,0,1,malignant,malignant
3,1,42,0,1,malignant,malignant
3,1,523,0,1,malignant,malignant
3,1,124,0.04,0.96,malignant,malignant
3,1,565,0,1,malignant,malignant
3,1,568,0.211818,0.788182,malignant,malignant
3,1,183,0,1,malignant,malignant
3,1,230,0.04,0.96,malignant,malignant
3,1,60,0.41,0.59,malignant,malignant
3,1,549,0.01,0.99,malignant,malignant
3,1,336,0.12,0.88,malignant,malignant
3,1,479,0,1,malignant,malignant
3,1,246,0,1,malignant,malignant
3,1,582,0,1,malignant,malignant
3,1,293,0.261755,0.738245,malignant,malignant
3,1,32,0,1,malignant,malignant
3,1,50,0.471396,0.528604,malignant,malignant
3,1,109,0,1,malignant,malignant
3,1,435,0.03,0.97,malignant,malignant
3,1,698,0,1,malignant,malignant
3,1,14,0,1,malignant,malignant
3,1,86,0.07,0.93,malignant,malignant
3,1,54,0.01,0.99,malignant,malignant
3,1,229,0,1,malignant,malignant
3,1,190,0,1,malignant,malignant
3,1,231,0,1,malignant,malignant
3,1,261,0,1,malignant,malignant
3,1,466,0,1,malignant,malignant
3,1,590,0.1,0.9,malignant,malignant
3,1,333,0.09,0.91,malignant,malignant
3,1,152,0.01,0.99,malignant,malignant
3,1,381,0,1,malignant,malignant
3,1,55,0.09,0.91,malignant,malignant
3,1,339,0.011481,0.988519,malignant,malignant
3,1,260,0,1,malignant,malignant
3,1,416,0.01,0.99,malignant,malignant
3,1,670,0,1,malignant,malignant
3,1,482,0,1,malignant,malignant
3,1,111,0.15,0.85,malignant,malignant
3,1,187,0,1,malignant,malignant
3,1,326,0.44,0.56,malignant,malignant
3,1,453,0,1,malignant,malignant
3,1,51,0.46,0.54,malignant,malignant
3,1,57,0.51,0.49,benign,malignant
3,1,266,0.01,0.99,malignant,malignant
3,1,25,0.361985,0.638015,malignant,malignant
3,1,103,0.5,0.5,benign,malignant
3,1,283,0.031481,0.968519,malignant,malignant
3,1,100,0.18,0.82,malignant,malignant
3,1,334,0.030274,0.969726,malignant,malignant
3,1,66,1,0,benign,benign
3,1,199,1,0,benign,benign
3,1,512,1,0,benign,benign
3,1,683,1,0,benign,benign
3,1,346,0.89,0.11,benign,benign
3,1,125,1,0,benign,benign
3,1,609,1,0,benign,benign
3,1,630,1,0,benign,benign
3,1,377,1,0,benign,benign
3,1,460,1,0,benign,benign
3,1,444,0.98,0.02,benign,benign
3,1,337,1,0,benign,benign
3,1,533,1,0,benign,benign
3,1,19,1,0,benign,benign
3,1,463,1,0,benign,benign
3,1,88,1,0,benign,benign
3,1,241,0.92,0.08,benign,benign
3,1,690,1,0,benign,benign
3,1,27,1,0,benign,benign
3,1,607,1,0,benign,benign
3,1,9,1,0,benign,benign
3,1,198,1,0,benign,benign
3,1,601,1,0,benign,benign
3,1,374,1,0,benign,benign
3,1,380,1,0,benign,benign
3,1,461,0.930281,0.069719,benign,benign
3,1,315,0.02387,0.97613,malignant,benign
3,1,540,1,0,benign,benign
3,1,306,1,0,benign,benign
3,1,34,1,0,benign,benign
3,1,662,1,0,benign,benign
3,1,418,1,0,benign,benign
3,1,248,0.94,0.06,benign,benign
3,1,650,0.87,0.13,benign,benign
3,1,583,1,0,benign,benign
3,1,137,1,0,benign,benign
3,1,450,0.91,0.09,benign,benign
3,1,397,1,0,benign,benign
3,1,401,1,0,benign,benign
3,1,170,1,0,benign,benign
3,1,280,1,0,benign,benign
3,1,365,1,0,benign,benign
3,1,468,1,0,benign,benign
3,1,545,1,0,benign,benign
3,1,140,1,0,benign,benign
3,1,234,0.94,0.06,benign,benign
3,1,566,1,0,benign,benign
3,1,424,1,0,benign,benign
3,1,560,1,0,benign,benign
3,1,580,1,0,benign,benign
3,1,252,0.330404,0.669596,malignant,benign
3,1,567,0.99,0.01,benign,benign
3,1,459,1,0,benign,benign
3,1,143,0.980281,0.019719,benign,benign
3,1,90,1,0,benign,benign
3,1,258,1,0,benign,benign
3,1,654,1,0,benign,benign
3,1,643,1,0,benign,benign
3,1,76,0.97,0.03,benign,benign
3,1,647,1,0,benign,benign
3,1,347,0.96,0.04,benign,benign
3,1,196,0.04,0.96,malignant,benign
3,1,494,0.482383,0.517617,malignant,benign
3,1,585,1,0,benign,benign
3,1,620,1,0,benign,benign
3,1,403,0.95,0.05,benign,benign
3,1,529,1,0,benign,benign
3,1,134,1,0,benign,benign
3,1,454,1,0,benign,benign
3,1,486,1,0,benign,benign
3,1,476,1,0,benign,benign
3,1,688,1,0,benign,benign
3,1,11,1,0,benign,benign
3,1,325,0.94,0.06,benign,benign
3,1,91,1,0,benign,benign
3,1,447,1,0,benign,benign
3,1,259,0.381818,0.618182,malignant,benign
3,1,655,1,0,benign,benign
3,1,451,1,0,benign,benign
3,1,502,1,0,benign,benign
3,1,448,1,0,benign,benign
3,1,78,1,0,benign,benign
3,1,616,1,0,benign,benign
3,1,627,0.950281,0.049719,benign,benign
3,1,433,1,0,benign,benign
3,1,371,1,0,benign,benign
3,1,665,1,0,benign,benign
3,1,498,1,0,benign,benign
3,1,136,1,0,benign,benign
3,1,644,1,0,benign,benign
3,1,390,1,0,benign,benign
3,1,235,0.936692,0.063308,benign,benign
3,1,550,1,0,benign,benign
3,1,587,1,0,benign,benign
3,1,541,1,0,benign,benign
3,1,558,1,0,benign,benign
3,1,16,1,0,benign,benign
3,1,393,1,0,benign,benign
3,1,509,1,0,benign,benign
3,1,385,0.97,0.03,benign,benign
3,1,615,1,0,benign,benign
3,1,439,1,0,benign,benign
3,1,309,0.80009,0.19991,benign,benign
3,1,379,0.88,0.12,benign,benign
3,1,431,0.95,0.05,benign,benign
3,1,598,1,0,benign,benign
3,1,277,1,0,benign,benign
3,1,24,1,0,benign,benign
3,1,561,1,0,benign,benign
3,1,194,1,0,benign,benign
3,1,392,1,0,benign,benign
3,1,108,0.96,0.04,benign,benign
3,1,294,0.997489,0.002511,benign,benign
3,1,553,0.750504,0.249496,benign,benign
3,1,40,0.00019,0.99981,malignant,benign
3,1,671,1,0,benign,benign
3,1,335,1,0,benign,benign
3,1,692,1,0,benign,benign
3,1,411,0.991809,0.008191,benign,benign
3,1,624,0.99,0.01,benign,benign
3,1,443,1,0,benign,benign
3,1,319,0.11,0.89,malignant,benign
3,1,495,1,0,benign,benign
3,1,507,1,0,benign,benign
3,1,676,1,0,benign,benign
3,1,204,1,0,benign,benign
3,1,30,1,0,benign,benign
3,1,646,1,0,benign,benign
3,1,445,1,0,benign,benign
3,1,490,1,0,benign,benign
3,1,102,1,0,benign,benign
3,1,694,1,0,benign,benign
3,1,162,1,0,benign,benign
3,1,350,1,0,benign,benign
3,1,437,1,0,benign,benign
3,1,434,0.03,0.97,malignant,benign
3,1,618,1,0,benign,benign
3,1,406,1,0,benign,benign
3,1,686,1,0,benign,benign
3,1,527,1,0,benign,benign
3,1,556,0.99,0.01,benign,benign
3,1,642,1,0,benign,benign
3,1,75,0.99,0.01,benign,benign
3,1,168,1,0,benign,benign
3,1,321,0.988343,0.011657,benign,benign
3,1,33,1,0,benign,benign
3,1,240,0.8,0.2,benign,benign
3,1,503,1,0,benign,benign
3,1,395,1,0,benign,benign
3,1,672,1,0,benign,benign
3,1,147,1,0,benign,benign
3,1,164,0.970288,0.029712,benign,benign
3,1,382,1,0,benign,benign
3,1,484,1,0,benign,benign
3,1,639,1,0,benign,benign
3,1,446,1,0,benign,benign
3,1,555,0.69,0.31,benign,benign
3,1,368,1,0,benign,benign
3,1,689,1,0,benign,benign
3,1,178,1,0,benign,benign
3,1,278,1,0,benign,benign
3,1,478,1,0,benign,benign
3,1,579,1,0,benign,benign
3,1,245,1,0,benign,benign
3,1,462,1,0,benign,benign
3,1,538,1,0,benign,benign
3,1,573,1,0,benign,benign
3,1,693,1,0,benign,benign
3,1,426,0.97,0.03,benign,benign
3,1,682,1,0,benign,benign
3,1,543,1,0,benign,benign
3,1,554,1,0,benign,benign
3,1,93,1,0,benign,benign
3,1,419,0.91,0.09,benign,benign
3,1,687,0.96,0.04,benign,benign
3,1,685,1,0,benign,benign
3,1,675,1,0,benign,benign
3,1,219,1,0,benign,benign
3,1,477,1,0,benign,benign
3,1,169,0.99,0.01,benign,benign
3,1,82,1,0,benign,benign
3,1,518,1,0,benign,benign
3,1,410,1,0,benign,benign
3,1,28,1,0,benign,benign
3,1,438,0.94,0.06,benign,benign
3,1,148,0.69,0.31,benign,benign
3,1,271,1,0,benign,benign
3,1,593,1,0,benign,benign
3,1,584,0.98,0.02,benign,benign
3,1,526,1,0,benign,benign
3,1,10,1,0,benign,benign
3,1,497,1,0,benign,benign
3,1,130,1,0,benign,benign
3,1,79,1,0,benign,benign
3,1,352,0.3,0.7,malignant,benign
3,1,220,1,0,benign,benign
3,1,362,0.93,0.07,benign,benign
3,1,212,1,0,benign,benign
3,1,116,0.847442,0.152558,benign,benign
3,1,409,1,0,benign,benign
3,1,332,1,0,benign,benign
3,1,181,1,0,benign,benign
3,1,6,0.942253,0.057747,benign,benign
3,1,97,1,0,benign,benign
3,1,322,1,0,benign,benign
3,1,290,1,0,benign,benign
3,1,131,1,0,benign,benign
3,1,354,1,0,benign,benign
3,1,114,0.99,0.01,benign,benign
3,1,617,0.994224,0.005776,benign,benign
3,1,158,0.954508,0.045492,benign,benign
3,1,29,1,0,benign,benign
3,1,695,1,0,benign,benign
3,1,89,1,0,benign,benign
3,1,133,1,0,benign,benign
3,1,373,1,0,benign,benign
3,1,110,0.8,0.2,benign,benign
3,1,542,1,0,benign,benign
3,1,524,1,0,benign,benign
3,1,589,1,0,benign,benign
3,1,342,1,0,benign,benign
3,1,623,1,0,benign,benign
3,1,673,0.98,0.02,benign,benign
3,1,303,1,0,benign,benign
3,1,376,1,0,benign,benign
3,1,157,1,0,benign,benign
3,1,635,0.98,0.02,benign,benign
3,1,666,1,0,benign,benign
3,1,516,1,0,benign,benign
4,0,193,1,0,benign,benign
4,0,671,1,0,benign,benign
4,0,278,1,0,benign,benign
4,0,194,1,0,benign,benign
4,0,181,1,0,benign,benign
4,0,458,1,0,benign,benign
4,0,638,1,0,benign,benign
4,0,660,1,0,benign,benign
4,0,161,1,0,benign,benign
4,0,579,1,0,benign,benign
4,0,8,0.99,0.01,benign,benign
4,0,382,1,0,benign,benign
4,0,116,0.412731,0.587269,malignant,benign
4,0,48,1,0,benign,benign
4,0,513,1,0,benign,benign
4,0,675,0.97,0.03,benign,benign
4,0,1,0.11,0.89,malignant,benign
4,0,451,1,0,benign,benign
4,0,45,1,0,benign,benign
4,0,639,1,0,benign,benign
4,0,197,1,0,benign,benign
4,0,637,0.7,0.3,benign,benign
4,0,139,0.99881,0.00119,benign,benign
4,0,287,1,0,benign,benign
4,0,555,0.82,0.18,benign,benign
4,0,321,0.99764,0.00236,benign,benign
4,0,666,1,0,benign,benign
4,0,422,0.82,0.18,benign,benign
4,0,584,1,0,benign,benign
4,0,552,0.92,0.08,benign,benign
4,0,524,1,0,benign,benign
4,0,548,1,0,benign,benign
4,0,290,1,0,benign,benign
4,0,380,1,0,benign,benign
4,0,29,1,0,benign,benign
4,0,397,1,0,benign,benign
4,0,259,0.17,0.83,malignant,benign
4,0,347,1,0,benign,benign
4,0,461,1,0,benign,benign
4,0,144,1,0,benign,benign
4,0,567,0.993162,0.006838,benign,benign
4,0,342,1,0,benign,benign
4,0,499,1,0,benign,benign
4,0,163,0.98,0.02,benign,benign
4,0,622,0.87,0.13,benign,benign
4,0,508,1,0,benign,benign
4,0,693,1,0,benign,benign
4,0,613,1,0,benign,benign
4,0,413,1,0,benign,benign
4,0,319,0.12,0.88,malignant,benign
4,0,447,1,0,benign,benign
4,0,607,1,0,benign,benign
4,0,541,1,0,benign,benign
4,0,656,1,0,benign,benign
4,0,355,1,0,benign,benign
4,0,257,1,0,benign,benign
4,0,644,1,0,benign,benign
4,0,351,1,0,benign,benign
4,0,563,1,0,benign,benign
4,0,617,0.99881,0.00119,benign,benign
4,0,390,1,0,benign,benign
4,0,121,0.99,0.01,benign,benign
4,0,141,1,0,benign,benign
4,0,371,1,0,benign,benign
4,0,17,1,0,benign,benign
4,0,244,1,0,benign,benign
4,0,387,0.78,0.22,benign,benign
4,0,208,1,0,benign,benign
4,0,418,0.97,0.03,benign,benign
4,0,185,1,0,benign,benign
4,0,653,1,0,benign,benign
4,0,129,0.94,0.06,benign,benign
4,0,464,1,0,benign,benign
4,0,677,1,0,benign,benign
4,0,396,1,0,benign,benign
4,0,402,0.93,0.07,benign,benign
4,0,217,1,0,benign,benign
4,0,661,1,0,benign,benign
4,0,76,0.94,0.06,benign,benign
4,0,277,1,0,benign,benign
4,0,335,1,0,benign,benign
4,0,133,1,0,benign,benign
4,0,363,0.372831,0.627169,malignant,benign
4,0,392,1,0,benign,benign
4,0,621,0.37,0.63,malignant,benign
4,0,497,1,0,benign,benign
4,0,354,1,0,benign,benign
4,0,423,1,0,benign,benign
4,0,196,0.064286,0.935714,malignant,benign
4,0,573,1,0,benign,benign
4,0,325,0.99,0.01,benign,benign
4,0,311,1,0,benign,benign
4,0,452,1,0,benign,benign
4,0,82,1,0,benign,benign
4,0,182,1,0,benign,benign
4,0,24,1,0,benign,benign
4,0,168,1,0,benign,benign
4,0,472,1,0,benign,benign
4,0,234,0.94,0.06,benign,benign
4,0,232,0.132191,0.867809,malignant,benign
4,0,533,1,0,benign,benign
4,0,657,0.329742,0.670258,malignant,benign
4,0,434,0.08,0.92,malignant,benign
4,0,475,1,0,benign,benign
4,0,690,1,0,benign,benign
4,0,471,1,0,benign,benign
4,0,557,1,0,benign,benign
4,0,619,1,0,benign,benign
4,0,72,0.7,0.3,benign,benign
4,0,75,0.95,0.05,benign,benign
4,0,672,1,0,benign,benign
4,0,654,1,0,benign,benign
4,0,368,1,0,benign,benign
4,0,525,1,0,benign,benign
4,0,618,1,0,benign,benign
4,0,503,1,0,benign,benign
4,0,496,1,0,benign,benign
4,0,495,1,0,benign,benign
4,0,679,1,0,benign,benign
4,0,437,1,0,benign,benign
4,0,364,1,0,benign,benign
4,0,249,0.99764,0.00236,benign,benign
4,0,6,0.942655,0.057345,benign,benign
4,0,352,0.11,0.89,malignant,benign
4,0,30,1,0,benign,benign
4,0,258,1,0,benign,benign
4,0,529,1,0,benign,benign
4,0,689,0.99,0.01,benign,benign
4,0,504,1,0,benign,benign
4,0,620,1,0,benign,benign
4,0,616,1,0,benign,benign
4,0,687,1,0,benign,benign
4,0,235,0.813193,0.186807,benign,benign
4,0,162,1,0,benign,benign
4,0,403,1,0,benign,benign
4,0,682,1,0,benign,benign
4,0,642,1,0,benign,benign
4,0,69,1,0,benign,benign
4,0,572,1,0,benign,benign
4,0,606,1,0,benign,benign
4,0,31,1,0,benign,benign
4,0,66,1,0,benign,benign
4,0,307,1,0,benign,benign
4,0,502,1,0,benign,benign
4,0,426,0.703713,0.296287,benign,benign
4,0,4,1,0,benign,benign
4,0,688,1,0,benign,benign
4,0,676,1,0,benign,benign
4,0,585,1,0,benign,benign
4,0,442,1,0,benign,benign
4,0,526,1,0,benign,benign
4,0,2,1,0,benign,benign
4,0,480,1,0,benign,benign
4,0,338,1,0,benign,benign
4,0,560,1,0,benign,benign
4,0,406,1,0,benign,benign
4,0,632,1,0,benign,benign
4,0,411,0.99881,0.00119,benign,benign
4,0,459,1,0,benign,benign
4,0,469,1,0,benign,benign
4,0,97,1,0,benign,benign
4,0,265,0.89,0.11,benign,benign
4,0,337,1,0,benign,benign
4,0,131,1,0,benign,benign
4,0,350,1,0,benign,benign
4,0,119,0.99,0.01,benign,benign
4,0,674,1,0,benign,benign
4,0,171,1,0,benign,benign
4,0,315,0.072818,0.927182,malignant,benign
4,0,10,1,0,benign,benign
4,0,34,1,0,benign,benign
4,0,370,0.99,0.01,benign,benign
4,0,242,1,0,benign,benign
4,0,78,1,0,benign,benign
4,0,81,1,0,benign,benign
4,0,595,1,0,benign,benign
4,0,518,1,0,benign,benign
4,0,443,1,0,benign,benign
4,0,501,1,0,benign,benign
4,0,404,1,0,benign,benign
4,0,517,1,0,benign,benign
4,0,629,1,0,benign,benign
4,0,375,1,0,benign,benign
4,0,389,1,0,benign,benign
4,0,318,0.99,0.01,benign,benign
4,0,438,0.97,0.03,benign,benign
4,0,473,1,0,benign,benign
4,0,150,1,0,benign,benign
4,0,534,1,0,benign,benign
4,0,240,0.85375,0.14625,benign,benign
4,0,596,1,0,benign,benign
4,0,631,1,0,benign,benign
4,0,369,1,0,benign,benign
4,0,417,1,0,benign,benign
4,0,303,1,0,benign,benign
4,0,428,1,0,benign,benign
4,0,172,1,0,benign,benign
4,0,531,1,0,benign,benign
4,0,114,0.833561,0.166439,benign,benign
4,0,207,1,0,benign,benign
4,0,624,1,0,benign,benign
4,0,460,1,0,benign,benign
4,0,527,1,0,benign,benign
4,0,313,1,0,benign,benign
4,0,83,0.99,0.01,benign,benign
4,0,64,1,0,benign,benign
4,0,28,1,0,benign,benign
4,0,561,1,0,benign,benign
4,0,176,1,0,benign,benign
4,0,484,1,0,benign,benign
4,0,189,0.97,0.03,benign,benign
4,0,298,0.79,0.21,benign,benign
4,0,645,1,0,benign,benign
4,0,204,1,0,benign,benign
4,0,310,1,0,benign,benign
4,0,507,1,0,benign,benign
4,0,377,1,0,benign,benign
4,0,202,1,0,benign,benign
4,0,115,1,0,benign,benign
4,0,153,0.993162,0.006838,benign,benign
4,0,578,1,0,benign,benign
4,0,408,0.86083,0.13917,benign,benign
4,0,623,1,0,benign,benign
4,0,192,1,0,benign,benign
4,0,597,0.98,0.02,benign,benign
4,0,448,1,0,benign,benign
4,0,405,1,0,benign,benign
4,0,291,1,0,benign,benign
4,0,485,1,0,benign,benign
4,0,289,0.094286,0.905714,malignant,malignant
4,0,697,0.07,0.93,malignant,malignant
4,0,260,0,1,malignant,malignant
4,0,23,0.111593,0.888407,malignant,malignant
4,0,668,0.263838,0.736162,malignant,malignant
4,0,648,0.087756,0.912244,malignant,malignant
4,0,213,0,1,malignant,malignant
4,0,592,0.06,0.94,malignant,malignant
4,0,435,0.05,0.95,malignant,malignant
4,0,412,0,1,malignant,malignant
4,0,109,0.324286,0.675714,malignant,malignant
4,0,591,0,1,malignant,malignant
4,0,336,0.25,0.75,malignant,malignant
4,0,698,0.01,0.99,malignant,malignant
4,0,467,0.28,0.72,malignant,malignant
4,0,339,0.01,0.99,malignant,malignant
4,0,124,0.08,0.92,malignant,malignant
4,0,5,0,1,malignant,malignant
4,0,571,0.01,0.99,malignant,malignant
4,0,299,0.252655,0.747345,malignant,malignant
4,0,658,0,1,malignant,malignant
4,0,381,0.104286,0.895714,malignant,malignant
4,0,55,0,1,malignant,malignant
4,0,283,0.032731,0.967269,malignant,malignant
4,0,456,0,1,malignant,malignant
4,0,610,0.06,0.94,malignant,malignant
4,0,99,0.086883,0.913117,malignant,malignant
4,0,42,0.06,0.94,malignant,malignant
4,0,302,0,1,malignant,malignant
4,0,348,0.336029,0.663971,malignant,malignant
4,0,582,0.194286,0.805714,malignant,malignant
4,0,594,0.05,0.95,malignant,malignant
4,0,414,0.01,0.99,malignant,malignant
4,0,155,0.04,0.96,malignant,malignant
4,0,65,0.243838,0.756162,malignant,malignant
4,0,361,0.084152,0.915848,malignant,malignant
4,0,233,0.02,0.98,malignant,malignant
4,0,465,0,1,malignant,malignant
4,0,611,0.097756,0.902244,malignant,malignant
4,0,367,0,1,malignant,malignant
4,0,312,0.184176,0.815824,malignant,malignant
4,0,626,0.16,0.84,malignant,malignant
4,0,421,0,1,malignant,malignant
4,0,305,0.044286,0.955714,malignant,malignant
4,0,487,0,1,malignant,malignant
4,0,187,0.06675,0.93325,malignant,malignant
4,0,570,0,1,malignant,malignant
4,0,98,0.05,0.95,malignant,malignant
4,0,340,0.062731,0.937269,malignant,malignant
4,0,320,0.05,0.95,malignant,malignant
4,0,333,0.03,0.97,malignant,malignant
4,0,38,0.1,0.9,malignant,malignant
4,0,32,0,1,malignant,malignant
4,0,15,0.125904,0.874096,malignant,malignant
4,0,284,0.081176,0.918824,malignant,malignant
4,0,224,0.034286,0.965714,malignant,malignant
4,0,425,0,1,malignant,malignant
4,0,391,0,1,malignant,malignant
4,0,292,0.071947,0.928053,malignant,malignant
4,0,21,0.024286,0.975714,malignant,malignant
4,0,223,0.01,0.99,malignant,malignant
4,0,357,0,1,malignant,malignant
4,0,329,0.01,0.99,malignant,malignant
4,0,128,0.1,0.9,malignant,malignant
4,0,263,0.014152,0.985848,malignant,malignant
4,0,87,0.144286,0.855714,malignant,malignant
4,0,680,0,1,malignant,malignant
4,0,14,0.01675,0.98325,malignant,malignant
4,0,546,0.02,0.98,malignant,malignant
4,0,56,0.05,0.95,malignant,malignant
4,0,304,0.06,0.94,malignant,malignant
4,0,41,0.08,0.92,malignant,malignant
4,0,457,0,1,malignant,malignant
4,0,330,0.01,0.99,malignant,malignant
4,0,112,0.1,0.9,malignant,malignant
4,0,574,0.01,0.99,malignant,malignant
4,0,177,0.061469,0.938531,malignant,malignant
4,0,85,0.22,0.78,malignant,malignant
4,0,400,0,1,malignant,malignant
4,0,696,0.05,0.95,malignant,malignant
4,0,210,0,1,malignant,malignant
4,0,506,0.014293,0.985707,malignant,malignant
4,0,175,0.01,0.99,malignant,malignant
4,0,222,0.993162,0.006838,benign,malignant
4,0,286,0,1,malignant,malignant
4,0,63,0.5,0.5,benign,malignant
4,0,288,0.55,0.45,benign,malignant
4,0,515,0.08,0.92,malignant,malignant
4,0,186,0.01,0.99,malignant,malignant
4,0,530,0.044286,0.955714,malignant,malignant
4,0,57,0.55,0.45,benign,malignant
4,0,51,0.23,0.77,malignant,malignant
4,0,317,0.02,0.98,malignant,malignant
4,0,261,0,1,malignant,malignant
4,0,604,0.27,0.73,malignant,malignant
4,0,264,0.034152,0.965848,malignant,malignant
4,0,253,0.06,0.94,malignant,malignant
4,0,100,0.03,0.97,malignant,malignant
4,0,211,0,1,malignant,malignant
4,0,68,0.11,0.89,malignant,malignant
4,0,190,0,1,malignant,malignant
4,0,103,0.34,0.66,malignant,malignant
4,0,39,0.09,0.91,malignant,malignant
4,0,455,0.674075,0.325925,benign,malignant
4,0,174,0,1,malignant,malignant
4,0,50,0.162731,0.837269,malignant,malignant
4,0,149,0,1,malignant,malignant
4,0,49,0.03,0.97,malignant,malignant
4,0,581,0,1,malignant,malignant
4,0,681,0.01,0.99,malignant,malignant
4,0,483,0,1,malignant,malignant
4,0,86,0.05,0.95,malignant,malignant
4,0,254,0.01,0.99,malignant,malignant
4,0,104,0.04,0.96,malignant,malignant
4,0,482,0.01,0.99,malignant,malignant
4,0,636,0.01,0.99,malignant,malignant
4,0,549,0.1,0.9,malignant,malignant
4,0,493,0,1,malignant,malignant
4,0,522,0,1,malignant,malignant
4,0,300,0.01,0.99,malignant,malignant
4,0,126,0.05,0.95,malignant,malignant
4,1,250,1,0,benign,benign
4,1,130,1,0,benign,benign
4,1,478,1,0,benign,benign
4,1,137,1,0,benign,benign
4,1,395,1,0,benign,benign
4,1,409,1,0,benign,benign
4,1,419,0.96,0.04,benign,benign
4,1,138,1,0,benign,benign
4,1,554,1,0,benign,benign
4,1,294,0.995833,0.004167,benign,benign
4,1,432,1,0,benign,benign
4,1,248,0.92,0.08,benign,benign
4,1,490,1,0,benign,benign
4,1,33,1,0,benign,benign
4,1,678,1,0,benign,benign
4,1,16,1,0,benign,benign
4,1,625,0.904433,0.095567,benign,benign
4,1,209,1,0,benign,benign
4,1,225,1,0,benign,benign
4,1,649,1,0,benign,benign
4,1,102,1,0,benign,benign
4,1,276,1,0,benign,benign
4,1,0,1,0,benign,benign
4,1,280,1,0,benign,benign
4,1,659,1,0,benign,benign
4,1,241,0.99,0.01,benign,benign
4,1,615,1,0,benign,benign
4,1,156,1,0,benign,benign
4,1,444,0.96,0.04,benign,benign
4,1,378,0.98,0.02,benign,benign
4,1,589,1,0,benign,benign
4,1,598,1,0,benign,benign
4,1,470,1,0,benign,benign
4,1,580,1,0,benign,benign
4,1,212,1,0,benign,benign
4,1,509,1,0,benign,benign
4,1,379,0.85,0.15,benign,benign
4,1,170,1,0,benign,benign
4,1,178,1,0,benign,benign
4,1,245,1,0,benign,benign
4,1,157,1,0,benign,benign
4,1,686,1,0,benign,benign
4,1,94,1,0,benign,benign
4,1,274,1,0,benign,benign
4,1,462,1,0,benign,benign
4,1,559,1,0,benign,benign
4,1,373,1,0,benign,benign
4,1,562,1,0,benign,benign
4,1,322,1,0,benign,benign
4,1,556,1,0,benign,benign
4,1,634,1,0,benign,benign
4,1,37,0.87,0.13,benign,benign
4,1,463,1,0,benign,benign
4,1,27,1,0,benign,benign
4,1,664,1,0,benign,benign
4,1,575,1,0,benign,benign
4,1,140,1,0,benign,benign
4,1,93,1,0,benign,benign
4,1,609,1,0,benign,benign
4,1,275,0.967197,0.032803,benign,benign
4,1,147,0.98,0.02,benign,benign
4,1,446,1,0,benign,benign
4,1,667,1,0,benign,benign
4,1,651,1,0,benign,benign
4,1,407,1,0,benign,benign
4,1,692,1,0,benign,benign
4,1,583,1,0,benign,benign
4,1,643,1,0,benign,benign
4,1,220,1,0,benign,benign
4,1,296,0.36,0.64,malignant,benign
4,1,252,0.07,0.93,malignant,benign
4,1,77,0.98,0.02,benign,benign
4,1,309,0.824995,0.175005,benign,benign
4,1,7,1,0,benign,benign
4,1,47,1,0,benign,benign
4,1,198,1,0,benign,benign
4,1,684,1,0,benign,benign
4,1,553,0.670193,0.329807,benign,benign
4,1,11,1,0,benign,benign
4,1,143,0.97055,0.02945,benign,benign
4,1,148,0.78,0.22,benign,benign
4,1,314,1,0,benign,benign
4,1,219,0.95,0.05,benign,benign
4,1,388,1,0,benign,benign
4,1,627,0.97055,0.02945,benign,benign
4,1,685,1,0,benign,benign
4,1,544,1,0,benign,benign
4,1,454,1,0,benign,benign
4,1,256,1,0,benign,benign
4,1,301,1,0,benign,benign
4,1,154,1,0,benign,benign
4,1,26,1,0,benign,benign
4,1,134,1,0,benign,benign
4,1,95,1,0,benign,benign
4,1,165,1,0,benign,benign
4,1,401,1,0,benign,benign
4,1,662,1,0,benign,benign
4,1,550,1,0,benign,benign
4,1,542,0.99,0.01,benign,benign
4,1,35,1,0,benign,benign
4,1,683,1,0,benign,benign
4,1,512,1,0,benign,benign
4,1,468,1,0,benign,benign
4,1,372,1,0,benign,benign
4,1,420,0.96,0.04,benign,benign
4,1,652,1,0,benign,benign
4,1,537,1,0,benign,benign
4,1,566,1,0,benign,benign
4,1,127,1,0,benign,benign
4,1,80,0.94,0.06,benign,benign
4,1,474,1,0,benign,benign
4,1,374,1,0,benign,benign
4,1,547,1,0,benign,benign
4,1,180,1,0,benign,benign
4,1,558,1,0,benign,benign
4,1,79,1,0,benign,benign
4,1,169,1,0,benign,benign
4,1,641,1,0,benign,benign
4,1,40,0.045835,0.954165,malignant,benign
4,1,486,1,0,benign,benign
4,1,430,1,0,benign,benign
4,1,655,1,0,benign,benign
4,1,433,0.99,0.01,benign,benign
4,1,393,1,0,benign,benign
4,1,90,1,0,benign,benign
4,1,600,1,0,benign,benign
4,1,70,1,0,benign,benign
4,1,383,1,0,benign,benign
4,1,9,1,0,benign,benign
4,1,577,1,0,benign,benign
4,1,341,1,0,benign,benign
4,1,61,1,0,benign,benign
4,1,543,1,0,benign,benign
4,1,398,1,0,benign,benign
4,1,394,1,0,benign,benign
4,1,695,1,0,benign,benign
4,1,3,0.21,0.79,malignant,benign
4,1,635,1,0,benign,benign
4,1,96,1,0,benign,benign
4,1,385,0.93,0.07,benign,benign
4,1,494,0.430597,0.569403,malignant,benign
4,1,145,0.967981,0.032019,benign,benign
4,1,376,1,0,benign,benign
4,1,521,1,0,benign,benign
4,1,365,1,0,benign,benign
4,1,551,1,0,benign,benign
4,1,536,1,0,benign,benign
4,1,540,1,0,benign,benign
4,1,528,0.95,0.05,benign,benign
4,1,647,1,0,benign,benign
4,1,599,1,0,benign,benign
4,1,399,1,0,benign,benign
4,1,281,1,0,benign,benign
4,1,450,0.98,0.02,benign,benign
4,1,539,1,0,benign,benign
4,1,498,1,0,benign,benign
4,1,306,1,0,benign,benign
4,1,164,0.980167,0.019833,benign,benign
4,1,92,1,0,benign,benign
4,1,343,1,0,benign,benign
4,1,646,1,0,benign,benign
4,1,88,1,0,benign,benign
4,1,22,1,0,benign,benign
4,1,593,1,0,benign,benign
4,1,195,1,0,benign,benign
4,1,532,1,0,benign,benign
4,1,203,1,0,benign,benign
4,1,441,0.69,0.31,benign,benign
4,1,110,0.83,0.17,benign,benign
4,1,271,1,0,benign,benign
4,1,228,1,0,benign,benign
4,1,564,1,0,benign,benign
4,1,410,1,0,benign,benign
4,1,520,1,0,benign,benign
4,1,628,1,0,benign,benign
4,1,216,1,0,benign,benign
4,1,630,0.94,0.06,benign,benign
4,1,120,1,0,benign,benign
4,1,199,1,0,benign,benign
4,1,331,1,0,benign,benign
4,1,476,1,0,benign,benign
4,1,602,1,0,benign,benign
4,1,345,1,0,benign,benign
4,1,136,1,0,benign,benign
4,1,481,0.88,0.12,benign,benign
4,1,424,1,0,benign,benign
4,1,640,1,0,benign,benign
4,1,362,0.93,0.07,benign,benign
4,1,13,1,0,benign,benign
4,1,538,1,0,benign,benign
4,1,19,1,0,benign,benign
4,1,439,1,0,benign,benign
4,1,477,1,0,benign,benign
4,1,663,1,0,benign,benign
4,1,673,0.99,0.01,benign,benign
4,1,243,0.834995,0.165005,benign,benign
4,1,614,1,0,benign,benign
4,1,158,0.965244,0.034756,benign,benign
4,1,327,1,0,benign,benign
4,1,694,0.98,0.02,benign,benign
4,1,510,1,0,benign,benign
4,1,492,0.99,0.01,benign,benign
4,1,269,1,0,benign,benign
4,1,332,1,0,benign,benign
4,1,431,0.98,0.02,benign,benign
4,1,108,1,0,benign,benign
4,1,346,1,0,benign,benign
4,1,118,0.96,0.04,benign,benign
4,1,384,1,0,benign,benign
4,1,445,1,0,benign,benign
4,1,89,1,0,benign,benign
4,1,665,1,0,benign,benign
4,1,125,1,0,benign,benign
4,1,516,1,0,benign,benign
4,1,91,1,0,benign,benign
4,1,324,1,0,benign,benign
4,1,297,0.732583,0.267417,benign,benign
4,1,415,0.62,0.38,benign,benign
4,1,601,1,0,benign,benign
4,1,650,0.89,0.11,benign,benign
4,1,505,1,0,benign,benign
4,1,500,1,0,benign,benign
4,1,587,1,0,benign,benign
4,1,429,1,0,benign,benign
4,1,545,1,0,benign,benign
4,1,135,1,0,benign,benign
4,1,535,1,0,benign,benign
4,1,511,1,0,benign,benign
4,1,576,1,0,benign,benign
4,1,427,0.017143,0.982857,malignant,malignant
4,1,74,0.11,0.89,malignant,malignant
4,1,267,0.434444,0.565556,malignant,malignant
4,1,268,0.01,0.99,malignant,malignant
4,1,514,0,1,malignant,malignant
4,1,466,0,1,malignant,malignant
4,1,54,0.06,0.94,malignant,malignant
4,1,179,0.49,0.51,malignant,malignant
4,1,215,0.02,0.98,malignant,malignant
4,1,612,0.01,0.99,malignant,malignant
4,1,308,0.02,0.98,malignant,malignant
4,1,238,0.02,0.98,malignant,malignant
4,1,200,0,1,malignant,malignant
4,1,226,0,1,malignant,malignant
4,1,46,0.21,0.79,malignant,malignant
4,1,67,0.33,0.67,malignant,malignant
4,1,231,0.05,0.95,malignant,malignant
4,1,44,0.01,0.99,malignant,malignant
4,1,59,0.245154,0.754846,malignant,malignant
4,1,326,0.280666,0.719334,malignant,malignant
4,1,173,0,1,malignant,malignant
4,1,353,0.202258,0.797742,malignant,malignant
4,1,105,0.387754,0.612246,malignant,malignant
4,1,20,0.080209,0.919791,malignant,malignant
4,1,159,0,1,malignant,malignant
4,1,188,0.04,0.96,malignant,malignant
4,1,84,0.055787,0.944213,malignant,malignant
4,1,239,0.02,0.98,malignant,malignant
4,1,366,0,1,malignant,malignant
4,1,111,0.12,0.88,malignant,malignant
4,1,691,0.31,0.69,malignant,malignant
4,1,206,0.07,0.93,malignant,malignant
4,1,489,0.58,0.42,benign,malignant
4,1,25,0.191014,0.808986,malignant,malignant
4,1,166,0.22,0.78,malignant,malignant
4,1,453,0.088117,0.911883,malignant,malignant
4,1,183,0.01,0.99,malignant,malignant
4,1,71,0.141747,0.858253,malignant,malignant
4,1,633,0.091747,0.908253,malignant,malignant
4,1,101,0.400193,0.599807,malignant,malignant
4,1,246,0,1,malignant,malignant
4,1,106,0.03,0.97,malignant,malignant
4,1,334,0.03,0.97,malignant,malignant
4,1,519,0.073672,0.926328,malignant,malignant
4,1,255,0.33,0.67,malignant,malignant
4,1,60,0.364028,0.635972,malignant,malignant
4,1,227,0.04,0.96,malignant,malignant
4,1,266,0.04,0.96,malignant,malignant
4,1,160,0,1,malignant,malignant
4,1,449,0.01,0.99,malignant,malignant
4,1,73,0.04,0.96,malignant,malignant
4,1,43,0.534082,0.465918,benign,malignant
4,1,603,0.175006,0.824994,malignant,malignant
4,1,146,0.625463,0.374537,benign,malignant
4,1,205,0,1,malignant,malignant
4,1,152,0,1,malignant,malignant
4,1,608,0.03,0.97,malignant,malignant
4,1,344,0.02,0.98,malignant,malignant
4,1,588,0.09,0.91,malignant,malignant
4,1,236,0.03,0.97,malignant,malignant
4,1,359,0.05,0.95,malignant,malignant
4,1,349,0.31483,0.68517,malignant,malignant
4,1,247,0.16,0.84,malignant,malignant
4,1,285,0.01,0.99,malignant,malignant
4,1,12,0.589092,0.410908,benign,malignant
4,1,479,0.013672,0.986328,malignant,malignant
4,1,272,0.434444,0.565556,malignant,malignant
4,1,586,0,1,malignant,malignant
4,1,218,0.01,0.99,malignant,malignant
4,1,323,0.120193,0.879807,malignant,malignant
4,1,201,0.01,0.99,malignant,malignant
4,1,316,0.23,0.77,malignant,malignant
4,1,221,0.03,0.97,malignant,malignant
4,1,151,0.060238,0.939762,malignant,malignant
4,1,295,0.01,0.99,malignant,malignant
4,1,440,0.03,0.97,malignant,malignant
4,1,360,0,1,malignant,malignant
4,1,416,0.01,0.99,malignant,malignant
4,1,122,0,1,malignant,malignant
4,1,117,0.038117,0.961883,malignant,malignant
4,1,18,0.02,0.98,malignant,malignant
4,1,568,0.17,0.83,malignant,malignant
4,1,214,0,1,malignant,malignant
4,1,167,0.172065,0.827935,malignant,malignant
4,1,282,0.134444,0.865556,malignant,malignant
4,1,436,0.155587,0.844413,malignant,malignant
4,1,142,0.066842,0.933158,malignant,malignant
4,1,52,0.06,0.94,malignant,malignant
4,1,237,0.05,0.95,malignant,malignant
4,1,58,0.290386,0.709614,malignant,malignant
4,1,491,0.07,0.93,malignant,malignant
4,1,53,0.12,0.88,malignant,malignant
4,1,565,0.02,0.98,malignant,malignant
4,1,488,0.271747,0.728253,malignant,malignant
4,1,113,0.03,0.97,malignant,malignant
4,1,670,0.021018,0.978982,malignant,malignant
4,1,386,0.030193,0.969807,malignant,malignant
4,1,107,0.063529,0.936471,malignant,malignant
4,1,36,0,1,malignant,malignant
4,1,273,0.392376,0.607624,malignant,malignant
4,1,230,0.133572,0.866428,malignant,malignant
4,1,191,0.03,0.97,malignant,malignant
4,1,184,0.02,0.98,malignant,malignant
4,1,229,0,1,malignant,malignant
4,1,62,0.139035,0.860965,malignant,malignant
4,1,262,0,1,malignant,malignant
4,1,328,0.18,0.82,malignant,malignant
4,1,358,0.09,0.91,malignant,malignant
4,1,279,0.08,0.92,malignant,malignant
4,1,669,0.01,0.99,malignant,malignant
4,1,569,0.01,0.99,malignant,malignant
4,1,293,0.04,0.96,malignant,malignant
4,1,270,0.12,0.88,malignant,malignant
4,1,251,0.03,0.97,malignant,malignant
4,1,123,0.245897,0.754103,malignant,malignant
4,1,523,0,1,malignant,malignant
4,1,132,0.17,0.83,malignant,malignant
4,1,356,0.626842,0.373158,benign,malignant
4,1,590,0.23,0.77,malignant,malignant
4,1,605,0.05,0.95,malignant,malignant