Instance ID,Clump Thickness,Uniformity of Cell Size,Uniformity of Cell Shape,Marginal Adhesion,Single Epithelial Cell Size,Bare Nuclei,Bland Chromatin,Normal Nucleoli,Mitoses ,Actual Class 1000025,0,0,0,0,0,0,0,0,0,Benign 1002945,0,0,0,0,1,1,0,0,0,Benign 1015425,0,0,0,0,0,0,0,0,0,Benign 1016277,1,1,1,0,0,0,0,1,0,Benign 1017023,0,0,0,0,0,0,0,0,0,Benign 1017122,1,1,1,1,1,1,1,1,0,Malignant 1018099,0,0,0,0,0,1,0,0,0,Benign 1018561,0,0,0,0,0,0,0,0,0,Benign 1033078,0,0,0,0,0,0,0,0,0,Benign 1033078,0,0,0,0,0,0,0,0,0,Benign 1035283,0,0,0,0,0,0,0,0,0,Benign 1036172,0,0,0,0,0,0,0,0,0,Benign 1041801,0,0,0,0,0,0,0,0,0,Malignant 1043999,0,0,0,0,0,0,0,0,0,Benign 1044572,1,1,0,1,1,1,0,0,0,Malignant 1047630,1,0,1,0,1,0,0,0,0,Malignant 1048672,0,0,0,0,0,0,0,0,0,Benign 1049815,0,0,0,0,0,0,0,0,0,Benign 1050670,1,1,1,1,0,1,0,0,0,Malignant 1050718,1,0,0,0,0,0,0,0,0,Benign 1054590,1,0,0,1,0,1,0,0,0,Malignant 1054593,1,0,0,0,1,1,1,1,0,Malignant 1056784,0,0,0,0,0,0,0,0,0,Benign 1057013,1,0,0,0,0,1,1,0,0,Malignant 1059552,0,0,0,0,0,0,0,0,0,Benign 1065726,0,0,0,0,0,1,0,1,0,Malignant 1066373,0,0,0,0,0,0,0,0,0,Benign 1066979,0,0,0,0,0,0,0,0,0,Benign 1067444,0,0,0,0,0,0,0,0,0,Benign 1070935,0,0,0,0,0,0,0,0,0,Benign 1070935,0,0,0,0,0,0,0,0,0,Benign 1071760,0,0,0,0,0,0,0,0,0,Benign 1072179,1,1,1,0,1,0,1,0,0,Malignant 1074610,0,0,0,0,0,0,0,0,0,Benign 1075123,0,0,0,0,0,0,0,0,0,Benign 1079304,0,0,0,0,0,0,0,0,0,Benign 1080185,1,1,1,1,1,0,1,1,0,Malignant 1081791,1,0,0,0,0,0,1,0,0,Benign 1084584,0,0,0,1,0,1,0,1,0,Malignant 1091262,0,0,0,0,1,1,1,0,0,Malignant 1096800,1,1,1,1,1,1,1,1,0,Benign 1099510,1,0,0,0,0,0,1,0,0,Malignant 1100524,1,1,1,0,1,1,1,0,0,Malignant 1102573,0,1,0,1,1,0,0,0,0,Malignant 1103608,1,1,1,0,1,0,1,1,0,Malignant 1103722,0,0,0,0,0,0,0,0,0,Benign 1105257,0,1,1,0,0,1,0,1,0,Malignant 1105524,0,0,0,0,0,0,0,0,0,Benign 1106095,0,0,0,0,0,0,0,0,0,Benign 1106829,1,1,1,0,0,1,0,1,0,Malignant 1108370,1,0,1,0,0,0,0,0,0,Malignant 1108449,0,0,0,0,0,0,0,0,0,Malignant 1110102,1,0,1,0,0,0,0,1,0,Malignant 1110503,0,0,0,1,1,1,1,0,1,Malignant 1110524,1,0,0,1,1,1,1,0,0,Malignant 1111249,1,1,1,0,0,0,0,1,0,Malignant 1112209,1,1,1,0,0,1,0,1,0,Malignant 1113038,1,0,0,0,0,0,0,0,0,Malignant 1113483,0,0,0,0,1,1,0,0,0,Malignant 1113906,1,0,0,0,0,0,0,0,0,Malignant 1115282,0,0,0,0,0,0,0,1,0,Malignant 1115293,0,0,0,0,0,0,0,0,0,Benign 1116116,1,1,1,0,1,1,0,0,0,Malignant 1116132,1,0,0,0,0,0,0,1,0,Malignant 1116192,0,0,0,0,0,0,0,0,0,Benign 1116998,1,0,0,0,0,0,0,0,1,Malignant 1117152,0,0,0,0,0,0,0,0,0,Benign 1118039,0,0,0,0,1,1,0,1,0,Malignant 1120559,1,0,1,0,0,1,1,1,1,Malignant 1121732,0,0,0,0,0,0,0,0,0,Benign 1121919,0,0,0,0,0,0,0,0,0,Benign 1123061,1,1,0,1,1,0,1,1,1,Malignant 1124651,0,0,0,0,0,0,1,0,0,Benign 1125035,1,0,0,1,1,1,0,1,0,Malignant 1126417,1,1,0,0,0,0,0,0,0,Malignant 1131294,0,0,0,0,0,0,0,0,0,Benign 1132347,0,0,0,0,0,0,0,0,0,Benign 1133041,0,0,0,0,0,0,0,0,0,Benign 1133136,0,0,0,0,0,0,0,0,0,Benign 1136142,0,0,0,0,0,0,0,0,0,Benign 1137156,0,0,0,0,0,0,1,0,0,Benign 1143978,0,0,0,0,0,0,0,0,0,Benign 1143978,0,0,0,0,0,0,0,0,0,Benign 1147044,0,0,0,0,0,0,1,0,0,Benign 1147699,0,0,1,1,1,1,1,1,1,Malignant 1147748,0,1,1,0,1,0,0,1,1,Malignant 1148278,0,0,1,0,0,1,0,0,0,Malignant 1148873,0,1,1,1,0,1,1,1,0,Malignant 1152331,0,0,0,0,0,0,0,0,0,Benign 1155546,0,0,0,0,0,0,0,0,0,Benign 1156272,0,0,0,0,0,0,0,0,0,Benign 1156948,0,0,0,0,0,0,0,0,0,Benign 1157734,0,0,0,0,0,0,0,0,0,Benign 1158247,0,0,0,0,0,0,0,0,0,Benign 1160476,0,0,0,0,0,0,0,0,0,Benign 1164066,0,0,0,0,0,0,0,0,0,Benign 1165297,0,0,0,0,0,0,0,0,0,Benign 1165790,0,0,0,0,0,0,0,0,0,Benign 1165926,1,1,1,0,1,1,0,1,1,Malignant 1166630,1,0,1,1,0,1,1,1,0,Malignant 1166654,1,0,0,0,1,0,0,1,0,Malignant 1167439,0,0,0,0,0,0,0,0,0,Malignant 1167471,0,0,0,0,0,0,0,0,0,Benign 1168359,1,0,0,0,1,0,1,0,0,Malignant 1168736,1,1,1,1,1,0,1,1,1,Malignant 1169049,1,0,0,0,0,0,0,0,1,Malignant 1170419,1,1,1,1,0,1,0,0,0,Malignant 1170420,0,1,1,1,1,1,0,1,0,Malignant 1171710,0,0,0,0,0,0,0,0,0,Benign 1171710,1,0,0,0,0,1,1,1,0,Malignant 1171795,0,0,0,0,0,0,0,0,0,Benign 1171845,1,1,0,0,0,1,0,0,0,Malignant 1172152,1,0,0,1,0,1,1,0,0,Malignant 1173216,1,1,1,0,1,1,1,0,0,Malignant 1173235,0,0,0,0,0,0,0,0,0,Benign 1173347,0,0,0,0,0,0,0,0,0,Benign 1173347,1,0,0,0,0,0,0,0,0,Benign 1173509,0,0,0,1,0,1,1,0,1,Malignant 1173514,0,0,0,0,0,0,0,0,0,Benign 1173681,0,0,0,0,0,0,0,0,0,Benign 1174057,0,0,0,0,0,0,0,0,0,Benign 1174057,0,0,0,0,0,0,0,0,0,Benign 1174131,1,1,1,0,1,1,0,0,0,Malignant 1174428,0,0,0,0,1,1,0,0,0,Malignant 1175937,0,0,1,1,1,1,1,1,0,Malignant 1176406,0,0,0,0,0,0,0,0,0,Benign 1176881,1,0,0,1,0,1,1,0,0,Malignant 1177027,0,0,0,0,0,0,0,0,0,Benign 1177399,1,0,0,0,0,1,0,1,0,Malignant 1177512,0,0,0,0,1,0,0,0,0,Benign 1178580,0,0,0,0,0,0,0,0,0,Benign 1179818,0,0,0,0,0,0,0,0,0,Benign 1180194,0,1,1,1,1,1,0,1,0,Malignant 1180523,0,0,0,0,0,0,0,0,0,Benign 1180831,0,0,0,0,0,0,0,0,0,Benign 1181356,0,0,0,0,0,0,0,0,0,Benign 1182404,0,0,0,0,0,0,0,0,0,Benign 1182410,0,0,0,0,0,0,0,0,0,Benign 1183240,0,0,0,0,0,0,0,0,0,Benign 1183246,0,0,0,0,0,1,0,0,0,Benign 1183516,0,0,0,0,0,0,0,0,0,Benign 1183911,0,0,0,0,0,0,0,0,0,Benign 1183983,1,0,0,0,0,0,0,0,0,Malignant 1184184,0,0,0,0,0,0,0,0,0,Benign 1184241,0,0,0,0,0,0,0,0,0,Benign 1184840,0,0,0,0,0,0,0,0,0,Benign 1185609,0,0,0,0,1,1,0,0,0,Malignant 1185610,0,0,0,0,0,0,0,0,0,Benign 1187457,0,0,0,0,1,0,0,1,0,Benign 1187805,1,1,1,0,1,1,1,1,1,Malignant 1188472,0,0,0,0,0,0,0,0,0,Benign 1189266,1,0,0,0,1,1,0,0,0,Malignant 1189286,1,1,1,1,0,0,1,1,0,Malignant 1190394,0,0,0,0,0,0,0,0,0,Benign 1190485,0,0,0,0,0,0,0,0,0,Benign 1192325,0,0,0,1,0,1,0,0,0,Malignant 1193091,0,0,0,0,0,0,0,0,0,Benign 1193210,0,0,0,0,0,0,0,0,0,Benign 1193683,0,0,0,0,0,0,0,0,0,Benign 1196295,1,1,1,0,1,1,1,1,1,Malignant 1196915,1,1,1,0,0,1,0,1,0,Malignant 1197080,0,0,0,0,0,0,0,0,0,Benign 1197270,0,0,0,0,0,0,0,0,0,Benign 1197440,0,0,0,0,0,0,0,0,1,Benign 1197510,0,0,0,0,0,0,0,0,0,Benign 1197979,0,0,0,0,0,0,0,0,0,Benign 1197993,0,1,1,1,1,1,0,1,0,Malignant 1198128,1,1,1,1,1,0,0,0,1,Malignant 1198641,0,0,0,0,0,0,0,0,0,Benign 1199219,0,0,0,0,0,0,0,0,0,Benign 1199731,0,0,0,0,0,0,0,0,0,Benign 1199983,0,0,0,0,0,0,0,0,0,Benign 1200772,0,0,0,0,0,0,0,0,0,Benign 1200847,1,1,1,1,1,1,1,1,1,Malignant 1200892,1,1,0,0,0,1,1,0,0,Malignant 1200952,0,1,1,1,1,1,0,1,0,Malignant 1201834,0,0,0,0,0,0,0,0,0,Benign 1201936,0,1,1,0,1,0,0,1,0,Malignant 1202125,0,0,0,0,0,0,0,0,0,Benign 1202812,0,0,0,0,1,1,0,0,0,Malignant 1203096,0,0,0,0,0,0,0,0,0,Benign 1204242,0,0,0,0,0,0,0,0,0,Benign 1204898,1,0,0,0,0,0,0,0,0,Benign 1205138,0,1,1,1,0,1,1,1,0,Malignant 1205579,1,1,1,0,0,1,0,0,0,Malignant 1206089,0,0,0,0,0,0,0,0,0,Benign 1206695,0,0,1,1,0,1,1,1,0,Malignant 1206841,1,0,1,1,1,1,1,1,1,Malignant 1207986,0,1,0,1,0,1,1,1,0,Malignant 1208301,0,0,0,0,0,0,0,0,0,Benign 1210963,1,1,1,1,1,1,1,1,0,Malignant 1211202,1,0,1,1,1,1,0,1,0,Malignant 1212232,0,0,0,0,0,0,0,0,0,Benign 1212251,0,0,0,0,0,0,0,0,0,Benign 1212422,0,0,0,0,0,0,0,0,0,Benign 1212422,0,0,0,0,0,0,0,0,0,Benign 1213375,1,0,0,0,0,1,1,1,0,Benign 1213383,0,0,0,0,0,0,0,0,0,Benign 1214092,0,0,0,0,0,0,0,0,0,Benign 1214556,0,0,0,0,0,0,0,0,0,Benign 1214966,1,1,1,0,0,1,1,1,0,Malignant 1216694,1,1,1,0,1,1,1,0,0,Malignant 1216947,0,0,0,0,0,0,0,0,0,Benign 1217051,0,0,0,0,0,0,0,0,0,Benign 1217264,0,0,0,0,0,0,0,0,0,Benign 1218105,0,1,1,1,1,1,1,1,0,Malignant 1218741,1,1,1,0,1,0,0,0,0,Malignant 1218860,0,0,0,0,0,0,0,0,0,Benign 1218860,0,0,0,0,0,0,0,0,0,Benign 1219406,0,0,0,0,0,0,0,0,0,Benign 1219525,1,1,1,1,0,1,1,1,1,Malignant 1219859,1,1,1,1,0,1,1,1,0,Malignant 1220330,0,0,0,0,0,0,0,0,0,Benign 1221863,1,1,1,1,1,1,1,1,0,Malignant 1222047,1,1,1,1,0,1,1,1,0,Malignant 1222936,1,1,1,1,0,0,0,1,0,Malignant 1223282,0,0,0,0,0,0,0,0,0,Benign 1223426,0,0,0,0,0,0,0,0,0,Benign 1223793,1,1,1,1,1,0,1,1,0,Malignant 1223967,1,0,0,0,0,0,0,0,0,Benign 1224329,0,0,0,0,0,0,0,0,0,Benign 1225799,1,1,0,0,1,1,1,1,0,Malignant 1226012,0,0,0,0,0,0,0,0,0,Malignant 1226612,1,0,1,0,0,1,1,0,0,Malignant 1227210,1,0,0,1,0,1,1,1,0,Malignant 1227244,0,0,0,0,0,0,0,0,0,Benign 1227481,1,0,1,0,0,1,1,1,0,Malignant 1228152,1,1,1,0,0,0,1,1,0,Malignant 1228311,0,0,0,0,0,0,0,0,0,Benign 1230175,1,1,1,0,1,1,1,1,0,Malignant 1230688,1,0,1,0,0,1,1,1,0,Malignant 1231387,1,1,1,0,1,1,1,1,0,Malignant 1231706,1,0,1,0,0,0,0,0,0,Benign 1232225,1,0,0,0,0,1,0,0,0,Malignant 1236043,0,0,0,0,0,0,0,1,0,Benign 1241232,0,0,0,0,0,0,0,0,0,Benign 1241559,1,1,1,0,1,1,0,1,1,Malignant 1241679,1,1,1,0,1,0,0,1,0,Malignant 1242364,1,1,1,1,1,1,0,1,1,Malignant 1243256,1,0,0,0,0,1,0,0,0,Malignant 1270479,0,0,0,0,0,0,0,0,0,Benign 1276091,0,0,0,0,0,0,0,0,0,Benign 1277018,0,0,0,0,0,0,0,0,0,Benign 128059,0,0,0,0,0,0,0,0,0,Benign 1285531,0,0,0,0,0,0,0,0,0,Benign 1287775,0,0,0,0,0,0,0,0,0,Benign 144888,1,1,1,1,0,1,1,1,0,Malignant 145447,1,0,0,0,0,1,0,0,0,Malignant 167528,0,0,0,0,0,0,0,1,0,Benign 169356,0,0,0,0,0,0,0,0,0,Benign 183913,0,0,0,0,0,0,0,0,0,Benign 191250,1,0,0,1,0,1,0,0,0,Malignant 1017023,1,0,0,0,0,1,0,0,0,Benign 1100524,1,1,1,0,1,1,1,0,0,Malignant 1116116,1,1,1,0,1,1,0,0,0,Malignant 1168736,0,1,1,0,0,1,0,1,0,Malignant 1182404,0,0,0,0,0,0,0,0,0,Benign 1182404,0,0,0,0,0,0,0,0,0,Benign 1198641,0,0,0,0,0,0,0,0,0,Benign 242970,0,1,1,0,0,1,0,0,0,Benign 255644,1,0,1,1,0,1,0,0,0,Malignant 263538,0,1,1,1,1,1,1,1,0,Malignant 274137,1,1,1,0,0,1,1,1,0,Malignant 303213,1,0,0,1,1,1,0,0,0,Malignant 314428,1,1,0,1,1,0,0,0,0,Malignant 1182404,0,0,0,0,0,0,0,0,0,Benign 1198641,1,1,1,0,0,1,0,0,0,Malignant 320675,0,0,0,0,0,1,1,0,0,Malignant 324427,1,1,1,0,0,0,1,1,1,Malignant 385103,0,0,0,0,0,0,0,0,0,Benign 390840,1,0,1,0,0,1,0,1,0,Malignant 411453,0,0,0,0,0,0,0,0,0,Benign 320675,0,0,0,0,0,1,1,0,0,Malignant 428903,1,0,0,0,0,0,0,0,0,Malignant 431495,0,0,0,0,0,0,0,0,0,Benign 432809,0,0,0,0,0,0,0,0,0,Benign 434518,0,0,0,0,0,0,0,0,0,Benign 452264,0,0,0,0,0,0,0,0,0,Benign 456282,0,0,0,0,0,0,0,0,0,Benign 476903,1,0,1,0,0,1,0,0,1,Malignant 486283,0,0,0,0,0,0,0,0,0,Benign 486662,0,0,0,0,0,0,0,0,0,Benign 488173,0,0,0,1,0,1,0,1,0,Malignant 492268,1,0,1,0,0,1,0,0,0,Malignant 508234,1,0,0,1,0,1,0,1,0,Malignant 527363,1,1,1,1,1,1,1,1,0,Malignant 529329,1,1,1,1,1,1,0,1,1,Malignant 535331,0,0,0,0,0,0,0,0,0,Benign 543558,1,0,0,0,0,0,0,1,0,Malignant 555977,0,1,1,1,1,1,0,1,0,Malignant 560680,0,0,0,0,0,0,0,0,0,Benign 561477,0,0,0,0,0,0,0,0,0,Benign 563649,1,1,1,0,0,1,1,1,0,Malignant 601265,1,0,0,1,0,1,0,0,0,Malignant 606140,0,0,0,0,0,0,0,0,0,Benign 606722,0,0,1,1,1,1,1,0,0,Malignant 616240,0,0,0,0,0,0,0,1,0,Benign 61634,0,0,0,0,0,0,0,0,0,Benign 625201,1,0,0,0,0,0,0,0,0,Benign 63375,1,0,0,1,0,1,1,1,0,Malignant 635844,1,0,1,0,0,0,1,1,0,Malignant 636130,0,0,0,0,0,0,0,0,0,Benign 640744,1,1,1,1,1,1,1,1,1,Malignant 646904,0,0,0,0,0,0,0,0,0,Benign 653777,1,0,0,1,0,1,0,0,0,Malignant 659642,1,1,0,0,0,1,0,1,0,Malignant 666090,0,0,0,0,0,0,0,0,0,Benign 666942,0,0,0,0,0,0,0,0,0,Benign 667204,1,1,1,1,0,0,1,1,0,Malignant 673637,0,0,0,0,0,0,0,0,0,Benign 684955,0,0,0,0,0,0,0,0,0,Benign 688033,0,0,0,0,0,0,0,0,0,Benign 691628,1,1,0,1,1,0,0,0,0,Malignant 693702,0,0,0,0,0,0,0,0,0,Benign 704097,0,0,0,0,0,0,0,0,0,Benign 704168,0,1,0,1,1,0,0,1,0,Benign 706426,0,0,0,0,0,1,0,0,0,Malignant 709287,1,1,1,1,1,1,1,1,0,Malignant 718641,0,0,0,0,0,0,0,0,0,Benign 721482,0,0,0,0,1,0,1,0,0,Benign 730881,1,1,0,0,0,1,1,0,1,Malignant 733639,0,0,0,0,0,1,0,0,0,Benign 733639,0,0,0,0,0,0,0,0,0,Benign 733823,0,0,1,1,0,1,0,0,0,Malignant 740492,0,0,0,0,0,0,0,0,0,Benign 743348,0,0,0,0,0,0,0,0,0,Benign 752904,1,0,0,0,0,1,0,0,0,Malignant 756136,0,0,0,0,0,0,0,0,0,Benign 760001,1,1,0,0,1,0,0,1,0,Malignant 760239,1,0,1,0,0,1,1,0,0,Malignant 76389,1,0,1,0,0,1,1,0,0,Malignant 764974,0,0,0,0,0,0,0,0,0,Benign 770066,0,0,0,0,0,0,0,0,0,Benign 785208,0,0,1,1,0,1,0,0,0,Malignant 785615,1,1,1,0,0,1,0,0,0,Malignant 792744,0,0,0,0,0,0,0,0,0,Benign 797327,1,0,0,1,0,1,0,0,0,Malignant 798429,0,0,0,0,0,0,0,0,0,Benign 704097,0,0,0,0,0,0,0,0,0,Benign 806423,1,0,0,0,0,1,0,0,0,Malignant 809912,1,0,0,0,0,1,1,1,0,Malignant 810104,0,0,0,0,0,0,0,0,0,Benign 814265,0,0,0,0,0,0,0,0,0,Benign 814911,0,0,0,0,0,0,0,0,0,Benign 822829,1,1,0,1,1,1,1,0,0,Malignant 826923,0,0,0,0,0,0,0,0,0,Benign 830690,0,0,0,0,0,0,0,0,0,Benign 831268,0,0,0,0,0,0,0,0,0,Benign 832226,0,0,0,1,0,0,0,0,0,Malignant 832567,0,0,0,0,0,1,1,1,0,Malignant 836433,0,0,0,0,0,0,0,0,0,Benign 837082,0,0,0,0,0,0,0,0,0,Benign 846832,0,0,0,0,1,0,0,1,0,Benign 850831,0,1,1,1,1,1,0,1,0,Malignant 855524,0,0,0,0,0,0,0,0,0,Benign 857774,0,0,0,0,0,0,0,0,0,Benign 859164,0,0,0,0,0,0,0,0,0,Malignant 859350,1,1,1,1,1,1,1,0,1,Malignant 866325,1,1,0,0,1,0,0,1,0,Malignant 873549,1,0,0,0,0,1,0,0,0,Malignant 877291,1,1,1,1,1,1,1,1,1,Malignant 877943,0,1,0,1,1,1,0,0,0,Malignant 888169,0,0,0,0,0,0,0,0,0,Benign 888523,0,0,0,0,0,0,0,0,0,Benign 896404,0,0,0,0,0,0,0,0,0,Benign 897172,0,0,0,0,0,0,0,0,0,Benign 95719,1,1,1,1,1,1,1,1,1,Malignant 160296,0,1,1,1,0,1,1,1,0,Malignant 342245,0,0,0,0,0,0,0,0,0,Benign 428598,0,0,0,0,0,0,0,0,0,Benign 492561,0,0,0,0,0,0,0,0,0,Benign 493452,0,0,0,0,0,0,0,0,0,Benign 493452,0,0,0,0,0,0,0,0,0,Benign 521441,0,0,0,0,0,0,0,0,0,Benign 560680,0,0,0,0,0,0,0,0,0,Benign 636437,0,0,0,0,0,0,0,0,0,Benign 640712,0,0,0,0,0,0,0,0,0,Benign 654244,0,0,0,0,0,0,0,0,0,Benign 657753,0,0,0,0,0,0,0,0,0,Benign 685977,0,0,0,0,0,0,0,0,0,Benign 805448,0,0,0,0,0,0,0,0,0,Benign 846423,1,1,0,1,0,1,1,1,0,Malignant 1002504,0,0,0,0,0,0,0,0,0,Benign 1022257,0,0,0,0,0,0,0,0,0,Benign 1026122,0,0,0,0,0,0,0,0,0,Benign 1071084,0,0,0,0,0,0,0,0,0,Benign 1080233,1,1,1,0,0,1,1,0,0,Malignant 1114570,0,0,0,0,0,0,0,0,0,Benign 1114570,0,0,0,0,0,0,0,0,0,Benign 1116715,0,0,0,0,0,0,0,0,0,Benign 1131411,0,0,0,0,0,0,0,0,0,Benign 1151734,1,1,1,0,0,1,1,1,0,Malignant 1156017,0,0,0,0,0,0,0,0,0,Benign 1158247,0,0,0,0,0,0,0,0,0,Benign 1158405,0,0,0,0,0,0,0,0,0,Benign 1168278,0,0,0,0,0,0,0,0,0,Benign 1176187,0,0,0,0,0,0,0,0,0,Benign 1196263,0,0,0,0,0,0,0,0,0,Benign 1196475,0,0,0,0,0,0,0,0,0,Benign 1206314,0,0,0,0,0,0,0,0,0,Benign 1211265,0,1,1,1,1,1,1,0,1,Malignant 1213784,0,0,0,0,0,0,0,0,0,Benign 1223003,0,0,0,0,0,0,0,0,0,Benign 1223306,0,0,0,0,0,0,0,0,0,Benign 1223543,0,0,0,0,0,0,0,0,0,Benign 1229929,0,0,0,0,0,0,0,0,0,Benign 1231853,0,0,0,0,0,0,0,0,0,Benign 1234554,0,0,0,0,0,0,0,0,0,Benign 1236837,0,0,0,0,0,0,0,0,0,Benign 1237674,0,0,0,0,0,0,0,0,0,Benign 1238021,0,0,0,0,0,0,0,0,0,Benign 1238464,0,0,0,0,0,0,0,0,0,Benign 1238633,1,1,1,1,1,0,1,0,0,Malignant 1238915,0,0,0,0,0,0,0,0,0,Benign 1238948,1,0,1,0,0,1,1,1,0,Malignant 1239232,0,0,0,1,0,0,0,0,0,Benign 1239347,1,1,1,0,1,1,1,0,0,Malignant 1239967,0,0,0,0,0,0,0,0,0,Benign 1240337,0,0,0,0,0,0,0,0,0,Benign 1253505,0,0,0,0,0,0,0,0,0,Benign 1255384,0,0,0,0,0,0,0,0,0,Benign 1257200,1,1,1,1,1,1,1,0,0,Malignant 1257648,0,0,0,0,0,0,0,0,0,Benign 1257815,0,0,0,0,0,0,0,0,0,Benign 1257938,0,0,0,0,0,0,0,0,0,Benign 1258549,1,1,1,1,1,1,1,1,0,Malignant 1258556,0,0,1,0,0,0,0,0,0,Benign 1266154,1,1,1,0,0,0,0,1,0,Malignant 1272039,0,0,0,0,0,0,0,0,0,Benign 1276091,0,0,0,0,0,0,0,0,0,Benign 1276091,0,0,0,0,0,0,0,0,0,Benign 1276091,0,0,0,0,0,0,0,0,0,Benign 1277629,0,0,0,0,0,0,0,0,0,Benign 1293439,0,0,0,0,0,0,0,0,0,Benign 1293439,1,1,1,0,0,1,0,0,0,Benign 1294562,1,1,1,0,0,1,0,0,0,Malignant 1295186,1,1,1,0,1,0,0,1,0,Malignant 527337,0,0,0,0,0,0,0,0,0,Benign 558538,0,0,0,0,0,0,0,0,0,Benign 566509,0,0,0,0,0,0,0,0,0,Benign 608157,1,0,0,1,0,1,1,0,0,Malignant 677910,0,0,0,0,0,0,0,0,0,Benign 734111,0,0,0,0,0,0,0,0,0,Benign 734111,0,0,0,0,0,0,0,0,0,Benign 780555,0,0,0,1,0,0,0,0,0,Benign 827627,0,0,0,0,0,0,0,0,0,Benign 1049837,0,0,0,0,0,0,0,0,0,Benign 1058849,0,0,0,0,0,0,0,0,0,Benign 1182404,0,0,0,0,0,0,0,0,0,Benign 1193544,0,1,1,1,1,1,1,1,0,Malignant 1201870,0,0,0,0,0,0,0,0,0,Benign 1202253,0,0,0,0,0,0,0,0,0,Benign 1227081,0,0,0,0,0,0,0,0,0,Benign 1230994,0,0,0,1,1,1,1,1,0,Malignant 1238410,0,0,0,0,0,0,0,0,0,Benign 1246562,1,0,0,0,0,1,0,0,0,Malignant 1257470,1,1,0,1,0,1,1,1,0,Malignant 1259008,1,1,1,1,1,0,1,1,0,Malignant 1266124,0,0,0,0,0,0,0,0,0,Benign 1267898,0,0,0,0,0,0,0,0,0,Benign 1268313,0,0,0,0,0,0,0,0,0,Benign 1268804,0,0,0,0,0,0,0,0,0,Benign 1276091,1,0,0,0,0,0,0,0,0,Benign 1280258,0,0,0,0,0,0,0,0,0,Benign 1293966,0,0,0,0,0,0,0,0,0,Benign 1296572,1,1,1,1,1,0,1,1,0,Malignant 1298416,1,1,1,0,0,1,1,1,0,Malignant 1299596,1,1,1,0,0,1,1,1,0,Malignant 1105524,0,0,0,0,0,0,0,0,0,Benign 1181685,0,0,0,0,0,0,0,0,0,Benign 1211594,0,0,0,0,0,0,0,0,0,Benign 1238777,1,0,0,0,0,0,0,0,0,Benign 1257608,1,0,0,0,0,0,0,0,0,Benign 1269574,0,0,0,0,0,0,0,0,0,Benign 1277145,0,0,0,0,0,0,0,0,0,Benign 1287282,0,0,0,0,0,0,0,0,0,Benign 1296025,0,0,0,0,0,0,0,0,0,Benign 1296263,0,0,0,0,0,0,0,0,0,Benign 1296593,0,0,0,0,0,0,0,0,0,Benign 1299161,0,1,1,1,0,1,1,0,0,Malignant 1301945,0,0,0,0,0,0,0,0,0,Benign 1302428,0,0,0,0,0,0,0,0,0,Benign 1318169,1,1,1,1,1,0,1,1,1,Malignant 474162,1,1,1,0,0,1,1,1,0,Malignant 787451,0,0,0,0,0,0,0,0,0,Benign 1002025,0,0,0,0,0,0,0,0,0,Benign 1070522,0,0,0,0,0,0,0,0,0,Benign 1073960,1,1,1,1,1,1,1,0,0,Malignant 1076352,0,1,0,1,0,0,0,0,0,Malignant 1084139,1,0,0,0,0,0,0,0,0,Malignant 1115293,0,0,0,0,0,0,0,0,0,Benign 1119189,0,1,1,0,0,1,1,0,0,Malignant 1133991,0,0,0,0,0,0,0,0,0,Benign 1142706,0,1,1,1,1,1,1,0,0,Malignant 1155967,0,0,0,1,0,0,0,0,0,Benign 1170945,0,0,0,0,0,0,0,0,0,Benign 1181567,0,0,0,0,0,0,0,0,0,Benign 1182404,0,0,0,0,0,0,0,0,0,Benign 1204558,0,0,0,0,0,0,0,0,0,Benign 1217952,0,0,0,0,0,0,0,0,0,Benign 1224565,1,0,0,0,0,0,0,0,0,Benign 1238186,0,0,0,0,0,0,0,0,0,Benign 1253917,0,0,0,0,0,0,0,0,0,Benign 1265899,0,0,0,0,0,0,0,0,0,Benign 1268766,0,0,0,0,0,0,0,0,0,Benign 1277268,0,0,0,0,0,0,0,0,0,Benign 1286943,1,1,1,1,1,0,0,1,1,Malignant 1295508,0,0,0,0,0,0,0,0,0,Benign 1297327,0,0,0,0,0,0,0,0,0,Benign 1297522,0,0,0,0,0,0,0,0,0,Benign 1298360,0,0,0,0,0,0,0,0,0,Benign 1299924,0,0,0,0,0,0,0,0,0,Benign 1299994,0,0,0,0,0,0,0,0,0,Benign 1304595,0,0,0,0,0,0,0,0,0,Benign 1306282,1,1,1,1,0,1,1,1,0,Malignant 1313325,0,1,0,1,0,1,1,1,0,Malignant 1320077,0,0,0,0,0,0,0,0,0,Benign 1320077,0,0,0,0,0,0,0,0,0,Benign 1320304,0,0,0,0,0,0,0,0,0,Benign 1330439,0,1,1,0,0,1,1,0,0,Malignant 333093,0,0,0,0,0,0,0,0,0,Benign 369565,0,0,0,0,0,0,0,0,0,Benign 412300,1,0,0,0,0,0,1,0,0,Malignant 672113,1,0,1,1,0,1,0,0,0,Malignant 749653,0,0,0,0,0,0,0,0,0,Benign 769612,0,0,0,0,0,0,0,0,0,Benign 769612,0,0,0,0,0,0,0,0,0,Benign 798429,0,0,0,0,0,0,0,0,0,Benign 807657,1,0,0,0,0,0,0,0,0,Benign 8233704,0,0,0,0,0,0,0,0,0,Benign 837480,1,0,0,0,0,1,1,1,0,Malignant 867392,0,0,0,0,0,0,0,0,0,Benign 869828,0,0,0,0,0,0,0,0,0,Benign 1043068,0,0,0,0,0,0,0,0,0,Benign 1056171,0,0,0,0,0,0,0,0,0,Benign 1061990,0,0,0,0,0,0,0,0,0,Benign 1113061,0,0,0,0,0,0,0,0,0,Benign 1116192,0,0,0,0,0,0,0,0,0,Benign 1135090,0,0,0,0,0,0,0,0,0,Benign 1145420,1,0,0,0,0,0,0,0,0,Benign 1158157,0,0,0,0,0,0,0,0,0,Benign 1171578,0,0,0,0,0,0,0,0,0,Benign 1174841,0,0,0,0,0,0,0,0,0,Benign 1184586,0,0,0,0,0,0,0,0,0,Benign 1186936,0,0,0,0,0,0,0,0,0,Benign 1197527,0,0,0,0,0,0,0,0,0,Benign 1222464,1,1,1,1,0,1,1,1,0,Malignant 1240603,0,0,0,0,0,0,0,0,0,Benign 1240603,0,0,0,0,0,0,0,0,0,Benign 1241035,1,1,0,1,0,0,1,1,0,Malignant 1287971,0,0,0,0,0,0,0,0,0,Benign 1289391,0,0,0,0,0,0,0,0,0,Benign 1299924,0,0,0,0,0,0,0,0,0,Benign 1306339,0,0,0,0,0,0,0,0,0,Benign 1313658,0,0,0,0,0,0,0,0,0,Benign 1313982,0,0,0,0,0,0,0,1,0,Benign 1321264,0,0,0,0,0,0,0,0,0,Benign 1321321,0,0,0,0,0,0,0,0,0,Benign 1321348,0,0,0,0,0,0,0,0,0,Benign 1321931,0,0,0,0,0,0,0,0,0,Benign 1321942,0,0,0,0,0,0,0,0,0,Benign 1321942,0,0,0,0,0,0,0,0,0,Benign 1328331,0,0,0,0,0,0,0,0,0,Benign 1328755,0,0,0,0,0,0,0,0,0,Benign 1331405,0,0,0,0,0,0,0,0,0,Benign 1331412,0,1,1,1,0,1,1,1,0,Malignant 1333104,0,0,0,0,0,0,0,0,0,Benign 1334071,0,0,0,0,0,0,0,0,0,Benign 1343068,1,0,0,0,1,1,0,0,0,Malignant 1343374,1,1,1,1,1,0,1,0,0,Malignant 1344121,1,1,0,0,1,1,1,0,0,Malignant 142932,1,1,1,0,0,1,1,1,0,Malignant 183936,0,0,0,0,0,0,0,0,0,Benign 324382,0,0,0,0,0,0,0,0,0,Benign 378275,1,1,1,0,0,0,1,1,0,Malignant 385103,0,0,0,0,0,0,0,0,0,Benign 690557,0,0,0,0,0,0,0,0,0,Benign 695091,0,0,0,0,0,0,0,0,0,Benign 695219,0,0,0,0,0,0,0,0,0,Benign 824249,0,0,0,0,0,0,0,0,0,Benign 871549,0,0,0,0,0,0,0,0,0,Benign 878358,0,1,1,1,0,1,1,0,0,Malignant 1107684,1,1,0,0,0,1,1,1,0,Malignant 1115762,0,0,0,0,0,0,0,0,0,Benign 1217717,0,0,0,1,0,0,0,0,0,Benign 1239420,0,0,0,0,0,0,0,0,0,Benign 1254538,1,1,1,1,1,1,1,1,0,Malignant 1261751,0,0,0,0,0,0,0,0,0,Benign 1268275,1,1,1,1,1,0,0,0,0,Malignant 1272166,0,0,0,0,0,0,0,0,0,Benign 1294261,0,1,1,0,0,0,1,0,0,Malignant 1295529,0,0,1,1,0,1,1,1,0,Malignant 1298484,1,0,0,0,0,1,0,0,0,Malignant 1311875,0,0,0,0,0,0,0,0,0,Benign 1315506,0,1,1,0,0,1,1,0,0,Malignant 1320141,0,0,0,0,0,0,0,0,0,Benign 1325309,0,0,0,0,0,0,0,0,0,Benign 1333063,0,0,0,0,0,0,0,0,0,Benign 1333495,0,0,0,0,0,0,0,0,0,Benign 1334659,0,0,0,0,0,0,0,0,0,Benign 1336798,0,0,0,0,0,0,0,0,0,Benign 1344449,0,0,0,0,0,0,0,0,0,Benign 1350568,0,0,0,0,0,0,0,0,0,Benign 1352663,0,0,1,1,0,0,1,1,0,Malignant 188336,0,0,0,1,0,1,1,0,0,Malignant 352431,1,0,1,0,0,1,1,1,0,Malignant 353098,0,0,0,0,0,0,0,0,0,Benign 411453,0,0,0,0,0,0,0,0,0,Benign 557583,0,1,1,1,1,1,1,0,0,Malignant 636375,0,0,0,0,0,0,0,0,0,Benign 736150,1,0,0,1,0,1,1,0,0,Malignant 803531,0,1,1,1,0,0,1,0,0,Malignant 822829,1,1,1,1,1,1,1,1,1,Malignant 1016634,0,0,0,0,0,0,0,0,0,Benign 1031608,0,0,0,0,0,0,0,0,0,Benign 1041043,0,0,0,0,0,0,0,0,0,Benign 1042252,0,0,0,0,0,0,0,0,0,Benign 1057067,0,0,0,0,0,1,0,0,0,Benign 1061990,0,0,0,0,0,0,0,0,0,Benign 1073836,0,0,0,0,0,0,0,0,0,Benign 1083817,0,0,0,0,0,0,0,0,0,Benign 1096352,1,0,0,0,0,0,1,0,0,Benign 1140597,1,0,0,0,0,0,0,0,0,Benign 1149548,0,0,0,0,0,0,0,0,0,Benign 1174009,0,0,0,0,0,0,0,0,0,Benign 1183596,0,0,0,0,0,0,0,0,0,Benign 1190386,0,1,1,0,1,1,1,1,0,Malignant 1190546,0,0,0,0,0,0,0,0,0,Benign 1213273,0,0,0,0,0,0,0,0,0,Benign 1218982,0,0,0,0,0,0,0,0,0,Benign 1225382,1,0,0,0,0,0,0,0,0,Benign 1235807,0,0,0,0,0,0,0,0,0,Benign 1238777,0,0,0,0,0,0,0,0,0,Benign 1253955,1,1,0,0,0,0,0,1,0,Malignant 1257366,0,0,0,0,0,0,0,0,0,Benign 1260659,0,0,0,0,0,0,0,0,0,Benign 1268952,1,1,1,1,1,0,1,1,0,Malignant 1275807,0,0,0,0,0,0,0,0,0,Benign 1277792,0,0,0,0,0,0,0,0,0,Benign 1277792,0,0,0,0,0,0,0,0,0,Benign 1285722,0,0,0,0,0,0,0,0,0,Benign 1288608,0,0,0,0,0,0,0,0,0,Benign 1290203,0,0,0,0,0,0,0,0,0,Benign 1294413,0,0,0,0,0,0,0,0,0,Benign 1299596,0,0,0,0,0,0,0,0,0,Benign 1303489,0,0,0,0,0,0,0,0,0,Benign 1311033,0,0,0,0,0,0,0,0,0,Benign 1311108,0,0,0,0,0,0,0,0,0,Benign 1315807,0,1,1,1,1,0,1,1,1,Malignant 1318671,0,0,0,0,0,0,0,0,0,Benign 1319609,0,0,0,0,0,0,0,0,0,Benign 1323477,0,0,0,0,0,0,0,0,0,Benign 1324572,0,0,0,0,0,0,0,0,0,Benign 1324681,0,0,0,0,0,0,0,0,0,Benign 1325159,0,0,0,0,0,0,0,0,0,Benign 1326892,0,0,0,0,0,0,0,0,0,Benign 1330361,0,0,0,0,0,0,0,0,0,Benign 1333877,0,0,0,0,1,0,0,1,0,Benign 1334015,1,1,1,1,0,1,1,0,0,Malignant 1334667,0,0,0,0,0,0,0,0,0,Benign 1339781,0,0,0,0,0,0,0,0,0,Benign 1339781,0,0,0,0,0,0,0,0,0,Benign 13454352,0,0,0,0,0,0,0,0,0,Benign 1345452,0,0,0,0,0,0,0,0,0,Benign 1345593,0,0,0,0,0,0,0,0,0,Benign 1347749,0,0,0,0,0,0,0,0,0,Benign 1347943,0,0,0,0,0,0,0,0,0,Benign 1348851,0,0,0,0,0,0,0,0,0,Benign 1350319,0,1,0,0,1,0,1,1,0,Malignant 1350423,0,1,1,1,0,0,1,1,0,Malignant 1352848,0,1,1,1,0,1,1,0,0,Malignant 1353092,0,0,0,0,0,0,0,0,0,Benign 1354840,0,0,0,0,0,0,0,0,0,Benign 1354840,0,0,0,0,0,0,0,0,0,Benign 1355260,0,0,0,0,0,0,0,0,0,Benign 1365075,0,0,0,0,0,0,0,0,0,Benign 1365328,0,0,0,0,0,0,0,0,0,Benign 1368267,0,0,0,0,0,0,0,0,0,Benign 1368273,0,0,0,0,0,0,0,0,0,Benign 1368882,0,0,0,0,0,0,0,0,0,Benign 1369821,1,1,1,1,0,1,1,1,1,Malignant 1371026,0,1,1,1,0,1,0,1,0,Malignant 1371920,0,0,0,0,0,0,0,0,0,Benign 466906,0,0,0,0,0,0,0,0,0,Benign 466906,0,0,0,0,0,0,0,0,0,Benign 534555,0,0,0,0,0,0,0,0,0,Benign 536708,0,0,0,0,0,0,0,0,0,Benign 566346,0,0,0,0,0,0,0,0,0,Benign 603148,0,0,0,0,0,0,0,0,0,Benign 654546,0,0,0,0,0,0,0,0,1,Benign 654546,0,0,0,0,0,0,0,0,0,Benign 695091,0,1,1,0,0,0,0,0,0,Malignant 714039,0,0,0,0,0,0,0,0,0,Benign 763235,0,0,0,0,0,0,0,0,0,Benign 776715,0,0,0,0,0,0,0,0,0,Benign 841769,0,0,0,0,0,0,0,0,0,Benign 888820,0,1,1,0,1,0,1,1,0,Malignant 897471,0,1,1,0,0,0,1,1,0,Malignant 897471,0,1,1,0,0,0,1,0,0,Malignant