% This dataset is taken from the Penn Machine Learning Benchmark.
% This ARFF is automatically generated.
% The data types of attributes are inferred from the data.
% In particular this means there is some uncertainty as to whether an attribute truly is categorical, numerical or ordinal.

@RELATION breast
@ATTRIBUTE Sample_code_number NUMERIC
@ATTRIBUTE Clump_Thickness {1,2,3,4,5,6,7,8,9,10}
@ATTRIBUTE Uniformity_of_Cell_Size {1,2,3,4,5,6,7,8,9,10}
@ATTRIBUTE Uniformity_of_Cell_Shape {1,2,3,4,5,6,7,8,9,10}
@ATTRIBUTE Marginal_Adhesion {1,2,3,4,5,6,7,8,9,10}
@ATTRIBUTE Single_Epithelial_Cell_Size {1,2,3,4,5,6,7,8,9,10}
@ATTRIBUTE Bare_Nuclei NUMERIC
@ATTRIBUTE Bland_Chromatin {1,2,3,4,5,6,7,8,9,10}
@ATTRIBUTE Normal_Nucleoli {1,2,3,4,5,6,7,8,9,10}
@ATTRIBUTE Mitoses {1,2,3,4,5,6,7,8,10}
@ATTRIBUTE class {0,1}
@DATA
1365328,1,1,2,1,2,0,2,1,1,0
242970,5,7,7,1,5,8,3,4,1,0
1133041,5,3,1,2,2,0,2,1,1,0
183936,3,1,1,1,2,0,2,1,1,0
1168278,3,1,1,1,2,0,2,1,1,0
1059552,1,1,1,1,2,0,3,1,1,0
1185610,1,1,1,1,3,2,2,1,1,0
1158247,1,1,1,1,1,0,1,1,1,0
1238186,4,1,1,1,2,0,2,1,1,0
1270479,5,1,3,3,2,2,2,3,1,0
1330361,5,1,1,1,2,0,2,1,1,0
1171578,3,1,1,1,2,0,1,1,1,0
1132347,1,1,4,1,2,0,2,1,1,0
1298360,1,1,1,1,2,0,1,1,1,0
1285722,4,1,1,3,2,0,1,1,1,0
1223282,1,1,1,1,2,0,2,1,1,0
1156948,3,1,1,2,2,0,1,1,1,0
1202253,5,1,1,1,2,0,1,1,1,0
1115762,3,1,1,1,2,0,1,1,1,0
1190546,2,1,1,1,2,5,1,1,1,0
1321348,2,1,1,1,2,0,2,1,1,0
1182404,3,1,1,1,2,0,1,1,1,0
841769,2,1,1,1,2,0,1,1,1,0
1036172,2,1,1,1,2,0,2,1,1,0
1115293,1,1,1,1,2,2,2,1,1,0
1234554,1,1,1,1,2,0,2,1,1,0
780555,5,1,1,6,3,0,2,1,1,0
1116715,5,1,1,1,3,2,2,2,1,0
734111,1,1,1,1,2,2,1,1,1,0
888523,4,4,4,2,2,3,2,1,1,0
1296025,4,1,2,1,2,0,1,1,1,0
1293966,4,1,1,1,2,0,1,1,1,0
1197510,5,1,1,1,2,10,3,1,1,0
1275807,4,2,4,3,2,2,2,1,1,0
1224329,1,1,1,2,2,0,3,1,1,0
1287775,5,1,1,2,2,2,3,1,1,0
1075123,3,1,2,1,2,0,2,1,1,0
1277145,5,1,1,1,2,0,1,1,1,0
1223426,1,1,1,1,2,0,3,1,1,0
704097,1,1,1,1,1,0,2,1,1,0
1320077,1,1,1,1,1,0,1,1,1,0
1223003,5,3,3,1,2,0,2,1,1,0
640712,1,1,1,1,2,0,2,1,1,0
1345452,1,1,3,1,2,0,2,1,1,0
1206089,2,1,1,1,1,0,3,1,1,0
1056784,3,1,1,1,2,0,2,1,1,0
1167439,2,3,4,4,2,5,2,5,1,1
320675,3,3,5,2,3,1,7,1,1,1
1206841,10,5,6,10,6,1,7,7,10,1
1166654,10,3,5,1,10,5,3,10,2,1
1100524,6,10,10,2,8,1,7,3,3,1
1253955,8,7,4,4,5,3,5,10,1,1
1344121,8,10,4,4,8,1,8,2,1,1
760239,10,4,6,4,5,1,7,1,1,1
1257470,10,6,5,8,5,1,8,6,1,1
1241559,10,8,8,2,8,1,4,8,10,1
1173216,10,10,10,3,10,8,8,1,1,1
859350,8,10,10,7,10,1,7,3,8,1
527363,8,10,10,10,8,1,10,7,3,1
1219859,8,10,8,8,4,8,7,7,1,1
1110524,10,5,5,6,8,8,7,1,1,1
1211202,7,5,10,10,10,1,4,10,3,1
1222047,10,10,10,10,3,1,10,6,1,1
1189266,7,2,4,1,6,1,5,4,3,1
1112209,8,10,10,1,3,6,3,9,1,1
866325,8,10,5,3,8,4,4,10,3,1
1123061,6,10,2,8,10,2,7,8,10,1
1198128,10,8,10,10,6,0,3,1,10,1
1106829,7,8,7,2,4,8,3,8,2,1
1259008,8,8,9,6,6,3,10,10,1,1
1105524,1,1,1,1,2,0,2,1,1,0
1181567,1,1,1,1,1,0,1,1,1,0
888169,3,2,2,1,4,3,2,1,1,0
1061990,4,1,1,1,2,0,2,1,1,0
1113061,5,1,1,1,2,0,3,1,1,0
764974,5,1,1,1,2,0,3,1,2,0
1313658,3,1,1,1,2,0,1,1,1,0
1143978,4,1,1,2,2,0,2,1,1,0
536708,1,1,1,1,2,0,1,1,1,0
1211594,3,1,1,1,1,0,2,1,1,0
1229929,1,1,1,1,2,0,2,1,1,0
1182404,3,1,1,1,2,0,2,1,1,0
1031608,2,1,1,1,1,0,2,1,1,0
1224565,6,1,1,1,2,0,3,1,1,0
1018561,2,1,2,1,2,0,3,1,1,0
654546,1,1,1,3,2,0,1,1,1,0
1276091,3,1,1,3,1,0,3,1,1,0
1293439,6,9,7,5,5,8,4,2,1,0
1299924,5,1,1,1,2,0,2,1,1,0
1155967,5,1,2,10,4,5,2,1,1,0
1070935,1,1,3,1,2,0,1,1,1,0
566509,5,1,1,1,2,0,1,1,1,0
1204242,1,1,1,1,2,0,1,1,1,0
1333104,3,1,2,1,2,0,3,1,1,0
814911,1,1,1,1,2,0,1,1,1,0
1158405,1,2,3,1,2,0,2,1,1,0
763235,3,1,1,1,2,0,2,1,2,0
1070935,3,1,1,1,1,0,2,1,1,0
1354840,5,3,2,1,3,0,1,1,1,0
1311108,1,1,1,3,2,0,1,1,1,0
1276091,6,1,1,3,2,0,1,1,1,0
1239420,1,1,1,1,2,0,1,1,1,0
1269574,4,1,1,1,2,0,1,1,1,0
1214092,1,1,1,1,2,0,1,1,1,0
1193091,1,2,2,1,2,0,2,1,1,0
535331,3,1,1,1,3,0,2,1,1,0
787451,5,1,2,1,2,0,1,1,1,0
826923,1,1,1,1,2,0,1,1,1,0
1184586,4,1,1,1,2,0,2,1,1,0
1257815,5,1,3,1,2,0,2,1,1,0
1158157,5,1,1,1,2,2,2,1,1,0
1318671,3,1,1,1,2,0,2,1,1,0
827627,2,1,1,1,2,0,1,1,1,0
1325159,3,1,1,1,2,0,3,1,1,0
1140597,7,1,2,3,2,0,2,1,1,0
776715,3,1,1,1,3,2,1,1,1,0
1218105,5,10,10,9,6,1,7,10,5,1
557583,5,10,10,10,10,1,10,1,1,1
1169049,7,3,4,4,3,3,3,2,7,1
1298484,10,3,4,5,3,1,4,1,1,1
1221863,10,10,10,10,7,1,7,10,4,1
1205579,8,7,6,4,4,1,5,1,1,1
1216694,10,8,8,4,10,1,8,1,1,1
1266154,8,7,8,2,4,2,5,10,1,1
1334015,7,8,8,7,3,1,7,2,3,1
1369821,10,10,10,10,5,1,10,10,7,1
1294562,10,8,10,1,3,1,5,1,1,1
1108449,5,3,3,4,2,4,3,4,1,1
508234,7,4,5,10,2,1,3,8,2,1
1111249,10,6,6,3,4,5,3,6,1,1
1200892,8,6,5,4,3,1,6,1,1,1
1120559,8,3,8,3,4,9,8,9,8,1
1110102,10,3,6,2,3,5,4,10,2,1
274137,8,8,9,4,5,1,7,8,1,1
1315506,4,8,6,3,4,1,7,1,1,1
803531,5,10,10,10,5,2,8,5,1,1
142932,7,6,10,5,3,1,9,10,2,1
1166630,7,5,6,10,5,1,7,9,4,1
1219525,8,10,10,10,5,1,8,10,6,1
1226612,7,5,6,3,3,8,7,4,1,1
792744,1,1,1,1,2,0,1,1,1,0
333093,1,1,1,1,3,0,1,1,1,0
1201834,2,1,1,1,2,0,3,1,1,0
385103,1,1,1,1,2,0,3,1,1,0
1018099,1,1,1,1,2,1,3,1,1,0
1041043,4,1,3,1,2,0,2,1,1,0
1056171,2,1,1,1,2,0,2,1,1,0
805448,1,1,1,1,2,0,1,1,1,0
1350568,4,1,1,1,2,0,2,1,1,0
1197527,5,1,1,1,2,0,2,1,1,0
1083817,3,1,1,1,2,0,2,1,1,0
1176187,3,1,1,1,2,0,3,1,1,0
8233704,4,1,1,1,1,0,2,1,1,0
183913,1,2,2,1,2,0,1,1,1,0
1324681,4,1,1,1,2,0,2,1,1,0
1354840,2,1,1,1,2,0,3,1,1,0
666942,1,1,1,1,2,0,3,1,1,0
1280258,4,1,1,1,2,0,1,2,1,0
1176406,1,1,1,1,2,0,2,1,1,0
1015425,3,1,1,1,2,2,3,1,1,0
1266124,5,1,2,1,2,0,1,1,1,0
1321942,5,1,1,1,2,0,3,1,1,0
1017023,6,3,3,5,3,1,3,5,3,0
1325309,4,1,2,1,2,0,2,1,1,0
1074610,2,1,1,2,2,0,3,1,1,0
1277018,2,1,1,1,2,0,3,1,1,0
1235807,5,1,1,1,2,0,2,1,1,0
1321942,5,1,1,1,2,0,3,1,1,0
353098,4,1,1,2,2,0,1,1,1,0
743348,3,2,2,1,2,0,2,3,1,0
1320141,5,1,1,1,2,0,2,1,1,0
1276091,1,3,1,1,2,0,2,2,1,0
1217051,5,1,1,1,2,0,3,1,1,0
1320304,3,1,2,2,2,0,1,1,1,0
486283,3,1,1,1,2,0,3,1,1,0
636437,1,1,1,1,2,0,1,1,1,0
1202125,4,1,1,1,2,0,3,1,1,0
657753,3,1,1,4,3,0,2,2,1,0
1220330,1,1,1,1,2,0,3,1,1,0
1071084,3,3,2,2,3,0,1,2,3,0
625201,8,2,1,1,5,0,1,1,1,0
616240,5,3,4,3,4,5,4,7,1,0
1182410,3,1,1,1,2,0,1,1,1,0
1297327,5,1,1,1,2,0,1,1,1,0
1287971,3,1,1,1,2,0,2,1,1,0
1043068,3,1,1,1,2,0,2,1,1,0
1142706,5,10,10,10,6,1,6,5,2,1
1193544,5,7,9,8,6,1,8,10,1,1
1080233,7,6,6,3,2,1,7,1,1,1
1116116,9,10,10,1,10,8,3,3,1,1
1223793,6,10,7,7,6,4,8,10,2,1
1306282,6,6,7,10,3,1,8,10,2,1
1298416,10,6,6,2,4,1,9,7,1,1
188336,5,3,2,8,5,1,8,1,2,1
653777,8,3,4,9,3,1,3,3,1,1
1299161,4,8,7,10,4,1,7,5,1,1
785615,8,6,7,3,3,1,3,4,2,1
1168736,5,6,6,2,4,1,3,6,1,1
1218741,10,10,9,3,7,5,3,5,1,1
752904,10,1,1,1,2,1,5,4,1,1
1174428,5,3,5,1,8,1,5,3,1,1
1192325,5,5,5,6,3,1,3,1,1,1
1173509,4,5,5,10,4,1,7,5,8,1
822829,8,10,10,10,6,1,10,10,10,1
378275,10,9,7,3,4,2,7,7,1,1
1118039,5,3,4,1,8,1,4,9,1,1
897471,4,8,6,4,3,4,10,6,1,1
1343374,10,10,8,10,6,5,10,3,1,1
63375,9,1,2,6,4,1,7,7,2,1
691628,8,6,4,10,10,0,3,5,1,1
167528,4,1,1,1,2,0,3,6,1,0
1331405,4,1,1,1,2,0,3,2,1,0
1236837,2,3,2,2,2,2,3,1,1,0
1197979,4,1,1,1,2,2,3,2,1,0
1033078,4,2,1,1,2,0,2,1,1,0
1190394,4,1,1,1,2,3,1,1,1,0
1227081,3,1,1,3,2,0,1,1,1,0
1117152,4,1,1,1,2,0,3,1,1,0
830690,5,2,2,2,3,0,1,3,1,0
1199731,3,1,1,1,2,0,1,1,1,0
1174841,5,3,1,1,2,0,1,1,1,0
1213784,3,1,1,1,2,0,1,1,1,0
666090,1,1,1,1,2,0,3,1,1,0
1238915,5,1,2,1,2,0,3,1,1,0
1302428,5,3,2,4,2,0,1,1,1,0
1016277,6,8,8,1,3,4,3,7,1,0
646904,1,1,1,1,2,0,3,1,1,0
1022257,2,1,1,1,2,0,1,1,1,0
1170945,3,1,1,1,1,0,2,1,1,0
1368273,1,1,1,1,2,0,1,1,1,0
1174057,1,1,2,2,2,0,3,1,1,0
1114570,5,3,3,2,3,0,3,1,1,0
1131411,1,1,1,2,2,0,2,1,1,0
1297522,2,1,1,1,2,0,1,1,1,0
1160476,2,1,1,1,2,0,3,1,1,0
1193683,1,1,2,1,3,10,1,1,1,0
810104,1,1,1,1,2,0,3,1,1,0
432809,3,1,3,1,2,10,2,1,1,0
1066979,5,1,1,1,2,0,2,1,1,0
1131294,1,1,2,1,2,2,4,2,1,0
1261751,5,1,1,1,2,0,2,2,1,0
896404,2,1,1,1,2,0,3,1,1,0
1255384,3,2,2,3,2,3,3,1,1,0
1213375,8,4,4,5,4,7,7,8,2,0
677910,5,2,2,4,2,4,1,1,1,0
1304595,3,1,1,1,1,0,2,1,1,0
1227244,1,1,1,1,2,0,2,1,1,0
1306339,4,4,2,1,2,5,2,1,2,0
836433,5,1,1,3,2,0,1,1,1,0
1190485,1,1,1,1,2,0,1,1,1,0
1002504,3,2,2,2,2,0,3,2,1,0
1204898,6,1,1,1,2,0,3,1,1,0
867392,4,2,2,1,2,0,2,1,1,0
1277629,5,1,1,1,2,0,2,2,1,0
1238777,1,1,1,1,2,0,1,1,1,0
1173347,1,1,1,1,2,5,1,1,1,0
809912,10,3,3,1,2,1,7,6,1,1
877291,6,10,10,10,10,1,8,10,10,1
1116116,9,10,10,1,10,8,3,3,1,1
1315807,5,10,10,10,10,2,10,10,10,1
1174131,10,10,10,2,10,1,5,3,3,1
878358,5,7,10,6,5,1,7,5,1,1
1352848,3,10,7,8,5,8,7,4,1,1
1084139,6,3,2,1,3,4,4,1,1,1
1222936,8,7,8,7,5,5,5,10,2,1
730881,7,6,3,2,5,1,7,4,6,1
255644,10,5,8,10,3,1,5,1,3,1
806423,8,5,5,5,2,1,4,3,1,1
1017122,8,10,10,8,7,1,9,7,1,1
1168359,8,2,3,1,6,3,7,1,1,1
1054593,10,5,5,3,6,7,7,10,1,1
1299596,6,6,6,5,4,1,7,6,2,1
873549,10,3,5,4,3,7,3,5,3,1
191250,10,4,4,10,2,1,5,3,3,1
488173,1,4,3,10,4,1,5,6,1,1
1102573,5,6,5,6,10,0,3,1,1,1
1151734,10,8,7,4,3,1,7,9,1,1
1073960,10,10,10,10,6,1,8,1,5,1
1295529,2,5,7,6,4,1,7,6,1,1
659642,10,8,4,4,4,1,3,10,4,1
1324572,5,1,1,1,2,0,2,2,1,0
1288608,3,1,1,1,2,0,2,1,1,0
1182404,4,2,1,1,2,0,1,1,1,0
1268313,5,1,1,3,2,0,1,1,1,0
1217717,5,1,1,6,3,0,1,1,1,0
1158247,1,1,1,1,2,0,2,1,1,0
1311033,1,2,2,1,2,0,1,1,1,0
1320077,1,1,1,1,1,0,2,1,1,0
1355260,1,1,1,1,2,0,2,1,1,0
1223306,3,1,1,1,2,4,1,1,1,0
1241232,3,1,4,1,2,10,3,1,1,0
1121732,1,1,1,1,2,0,3,2,1,0
798429,4,1,1,1,2,0,3,1,1,0
846832,3,4,5,3,7,3,4,6,1,0
1133991,4,1,1,1,1,0,2,1,1,0
1257648,4,3,3,1,2,0,3,3,1,0
1096800,6,6,6,9,6,10,7,8,1,0
1265899,4,1,1,1,2,0,3,1,1,0
1212251,1,1,1,1,2,0,3,1,1,0
897172,2,1,1,1,2,0,2,1,1,0
1219406,5,1,1,1,1,0,3,1,1,0
636375,5,1,1,1,2,0,1,1,1,0
1345593,3,1,1,3,2,0,2,1,1,0
1289391,1,1,1,1,2,0,3,1,1,0
798429,1,1,1,1,2,0,3,1,1,0
1000025,5,1,1,1,2,0,3,1,1,0
1303489,3,1,1,1,2,0,2,1,1,0
1179818,2,1,1,1,2,0,3,1,1,0
1334667,1,1,1,1,2,0,1,1,1,0
1156017,3,1,1,1,2,0,2,1,1,0
1177512,1,1,1,1,10,0,1,1,1,0
704097,1,1,1,1,1,0,2,1,1,0
1173347,8,3,3,1,2,2,3,2,1,0
1200772,1,1,1,1,2,0,2,1,1,0
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