"Diagnosis","radius","texture","perimeter","area","smoothness","compactness","concavity","concave.points","symmetry","fractal.dimension","radius.sd","texture.sd","perimeter.sd","area.sd","smoothness.sd","compactness.sd","concavity.sd","concave.points.sd","symmetry.sd","fractal.dimension.sd","radius.max","texture.max","perimeter.max","area.max","smoothness.max","compactness.max","concavity.max","concave.points.max","symmetry.max","fractal.dimension.max"
"1","M",20.29,14.34,135.1,1297,0.1003,0.1328,0.198,0.1043,0.1809,0.05883,0.7572,0.7813,5.438,94.44,0.01149,0.02461,0.05688,0.01885,0.01756,0.005115,22.54,16.67,152.2,1575,0.1374,0.205,0.4,0.1625,0.2364,0.07678
"2","M",18.63,25.11,124.8,1088,0.1064,0.1887,0.2319,0.1244,0.2183,0.06197,0.8307,1.466,5.574,105,0.006248,0.03374,0.05196,0.01158,0.02007,0.00456,23.15,34.01,160.5,1670,0.1491,0.4257,0.6133,0.1848,0.3444,0.09782
"3","M",14.99,25.2,95.54,698.8,0.09387,0.05131,0.02398,0.02899,0.1565,0.05504,1.214,2.188,8.077,106,0.006883,0.01094,0.01818,0.01917,0.007882,0.001754,14.99,25.2,95.54,698.8,0.09387,0.05131,0.02398,0.02899,0.1565,0.05504
"4","M",15.1,22.02,97.26,712.8,0.09056,0.07081,0.05253,0.03334,0.1616,0.05684,0.3105,0.8339,2.097,29.91,0.004675,0.0103,0.01603,0.009222,0.01095,0.001629,18.1,31.69,117.7,1030,0.1389,0.2057,0.2712,0.153,0.2675,0.07873
"5","B",8.618,11.79,54.34,224.5,0.09752,0.05272,0.02061,0.007799,0.1683,0.07187,0.1559,0.5796,1.046,8.322,0.01011,0.01055,0.01981,0.005742,0.0209,0.002788,9.507,15.4,59.9,274.9,0.1733,0.1239,0.1168,0.04419,0.322,0.09026
"6","B",9.173,13.86,59.2,260.9,0.07721,0.08751,0.05988,0.0218,0.2341,0.06963,0.4098,2.265,2.608,23.52,0.008738,0.03938,0.04312,0.0156,0.04192,0.005822,10.01,19.23,65.59,310.1,0.09836,0.1678,0.1397,0.05087,0.3282,0.0849
"7","M",17.2,24.52,114.2,929.4,0.1071,0.183,0.1692,0.07944,0.1927,0.06487,0.5907,1.041,3.705,69.47,0.00582,0.05616,0.04252,0.01127,0.01527,0.006299,23.32,33.82,151.6,1681,0.1585,0.7394,0.6566,0.1899,0.3313,0.1339
"8","M",13.8,15.79,90.43,584.1,0.1007,0.128,0.07789,0.05069,0.1662,0.06566,0.2787,0.6205,1.957,23.35,0.004717,0.02065,0.01759,0.009206,0.0122,0.00313,16.57,20.86,110.3,812.4,0.1411,0.3542,0.2779,0.1383,0.2589,0.103
"9","B",12.86,18,83.19,506.3,0.09934,0.09546,0.03889,0.02315,0.1718,0.05997,0.2655,1.095,1.778,20.35,0.005293,0.01661,0.02071,0.008179,0.01748,0.002848,14.24,24.82,91.88,622.1,0.1289,0.2141,0.1731,0.07926,0.2779,0.07918
"10","B",13.34,15.86,86.49,520,0.1078,0.1535,0.1169,0.06987,0.1942,0.06902,0.286,1.016,1.535,12.96,0.006794,0.03575,0.0398,0.01383,0.02134,0.004603,15.53,23.19,96.66,614.9,0.1536,0.4791,0.4858,0.1708,0.3527,0.1016
"11","M",18.46,18.52,121.1,1075,0.09874,0.1053,0.1335,0.08795,0.2132,0.06022,0.6997,1.475,4.782,80.6,0.006471,0.01649,0.02806,0.0142,0.0237,0.003755,22.93,27.68,152.2,1603,0.1398,0.2089,0.3157,0.1642,0.3695,0.08579
"12","B",12.36,21.8,79.78,466.1,0.08772,0.09445,0.06015,0.03745,0.193,0.06404,0.2978,1.502,2.203,20.95,0.007112,0.02493,0.02703,0.01293,0.01958,0.004463,13.83,30.5,91.46,574.7,0.1304,0.2463,0.2434,0.1205,0.2972,0.09261
"13","B",14.64,15.24,95.77,651.9,0.1132,0.1339,0.09966,0.07064,0.2116,0.06346,0.5115,0.7372,3.814,42.76,0.005508,0.04412,0.04436,0.01623,0.02427,0.004841,16.34,18.24,109.4,803.6,0.1277,0.3089,0.2604,0.1397,0.3151,0.08473
"14","B",6.981,13.43,43.79,143.5,0.117,0.07568,0,0,0.193,0.07818,0.2241,1.508,1.553,9.833,0.01019,0.01084,0,0,0.02659,0.0041,7.93,19.54,50.41,185.2,0.1584,0.1202,0,0,0.2932,0.09382
"15","M",24.25,20.2,166.2,1761,0.1447,0.2867,0.4268,0.2012,0.2655,0.06877,1.509,3.12,9.807,233,0.02333,0.09806,0.1278,0.01822,0.04547,0.009875,26.02,23.99,180.9,2073,0.1696,0.4244,0.5803,0.2248,0.3222,0.08009
"16","M",19,18.91,123.4,1138,0.08217,0.08028,0.09271,0.05627,0.1946,0.05044,0.6896,1.342,5.216,81.23,0.004428,0.02731,0.0404,0.01361,0.0203,0.002686,22.32,25.73,148.2,1538,0.1021,0.2264,0.3207,0.1218,0.2841,0.06541
"17","B",11.71,16.67,74.72,423.6,0.1051,0.06095,0.03592,0.026,0.1339,0.05945,0.4489,2.508,3.258,34.37,0.006578,0.0138,0.02662,0.01307,0.01359,0.003707,13.33,25.48,86.16,546.7,0.1271,0.1028,0.1046,0.06968,0.1712,0.07343
"18","B",9.738,11.97,61.24,288.5,0.0925,0.04102,0,0,0.1903,0.06422,0.1988,0.496,1.218,12.26,0.00604,0.005656,0,0,0.02277,0.00322,10.62,14.1,66.53,342.9,0.1234,0.07204,0,0,0.3105,0.08151
"19","B",13.74,17.91,88.12,585,0.07944,0.06376,0.02881,0.01329,0.1473,0.0558,0.25,0.7574,1.573,21.47,0.002838,0.01592,0.0178,0.005828,0.01329,0.001976,15.34,22.46,97.19,725.9,0.09711,0.1824,0.1564,0.06019,0.235,0.07014
"20","B",13,20.78,83.51,519.4,0.1135,0.07589,0.03136,0.02645,0.254,0.06087,0.4202,1.322,2.873,34.78,0.007017,0.01142,0.01949,0.01153,0.02951,0.001533,14.16,24.11,90.82,616.7,0.1297,0.1105,0.08112,0.06296,0.3196,0.06435
"21","B",11.15,13.08,70.87,381.9,0.09754,0.05113,0.01982,0.01786,0.183,0.06105,0.2251,0.7815,1.429,15.48,0.009019,0.008985,0.01196,0.008232,0.02388,0.001619,11.99,16.3,76.25,440.8,0.1341,0.08971,0.07116,0.05506,0.2859,0.06772
"22","M",17.68,20.74,117.4,963.7,0.1115,0.1665,0.1855,0.1054,0.1971,0.06166,0.8113,1.4,5.54,93.91,0.009037,0.04954,0.05206,0.01841,0.01778,0.004968,20.47,25.11,132.9,1302,0.1418,0.3498,0.3583,0.1515,0.2463,0.07738
"23","B",14.97,16.95,96.22,685.9,0.09855,0.07885,0.02602,0.03781,0.178,0.0565,0.2713,1.217,1.893,24.28,0.00508,0.0137,0.007276,0.009073,0.0135,0.001706,16.11,23,104.6,793.7,0.1216,0.1637,0.06648,0.08485,0.2404,0.06428
"24","M",13.43,19.63,85.84,565.4,0.09048,0.06288,0.05858,0.03438,0.1598,0.05671,0.4697,1.147,3.142,43.4,0.006003,0.01063,0.02151,0.009443,0.0152,0.001868,17.98,29.87,116.6,993.6,0.1401,0.1546,0.2644,0.116,0.2884,0.07371
"25","M",15.7,20.31,101.2,766.6,0.09597,0.08799,0.06593,0.05189,0.1618,0.05549,0.3699,1.15,2.406,40.98,0.004626,0.02263,0.01954,0.009767,0.01547,0.00243,20.11,32.82,129.3,1269,0.1414,0.3547,0.2902,0.1541,0.3437,0.08631
"26","B",11.41,14.92,73.53,402,0.09059,0.08155,0.06181,0.02361,0.1167,0.06217,0.3344,1.108,1.902,22.77,0.007356,0.03728,0.05915,0.01712,0.02165,0.004784,12.37,17.7,79.12,467.2,0.1121,0.161,0.1648,0.06296,0.1811,0.07427
"27","B",12.77,21.41,82.02,507.4,0.08749,0.06601,0.03112,0.02864,0.1694,0.06287,0.7311,1.748,5.118,53.65,0.004571,0.0179,0.02176,0.01757,0.03373,0.005875,13.75,23.5,89.04,579.5,0.09388,0.08978,0.05186,0.04773,0.2179,0.06871
"28","M",19.18,22.49,127.5,1148,0.08523,0.1428,0.1114,0.06772,0.1767,0.05529,0.4357,1.073,3.833,54.22,0.005524,0.03698,0.02706,0.01221,0.01415,0.003397,23.36,32.06,166.4,1688,0.1322,0.5601,0.3865,0.1708,0.3193,0.09221
"29","M",15.12,16.68,98.78,716.6,0.08876,0.09588,0.0755,0.04079,0.1594,0.05986,0.2711,0.3621,1.974,26.44,0.005472,0.01919,0.02039,0.00826,0.01523,0.002881,17.77,20.24,117.7,989.5,0.1491,0.3331,0.3327,0.1252,0.3415,0.0974
"30","B",15.27,12.91,98.17,725.5,0.08182,0.0623,0.05892,0.03157,0.1359,0.05526,0.2134,0.3628,1.525,20,0.004291,0.01236,0.01841,0.007373,0.009539,0.001656,17.38,15.92,113.7,932.7,0.1222,0.2186,0.2962,0.1035,0.232,0.07474
"31","M",20.58,22.14,134.7,1290,0.0909,0.1348,0.164,0.09561,0.1765,0.05024,0.8601,1.48,7.029,111.7,0.008124,0.03611,0.05489,0.02765,0.03176,0.002365,23.24,27.84,158.3,1656,0.1178,0.292,0.3861,0.192,0.2909,0.05865
"32","M",14.19,23.81,92.87,610.7,0.09463,0.1306,0.1115,0.06462,0.2235,0.06433,0.4207,1.845,3.534,31,0.01088,0.0371,0.03688,0.01627,0.04499,0.004768,16.86,34.85,115,811.3,0.1559,0.4059,0.3744,0.1772,0.4724,0.1026
"33","B",10.44,15.46,66.62,329.6,0.1053,0.07722,0.006643,0.01216,0.1788,0.0645,0.1913,0.9027,1.208,11.86,0.006513,0.008061,0.002817,0.004972,0.01502,0.002821,11.52,19.8,73.47,395.4,0.1341,0.1153,0.02639,0.04464,0.2615,0.08269
"34","B",12.62,23.97,81.35,496.4,0.07903,0.07529,0.05438,0.02036,0.1514,0.06019,0.2449,1.066,1.445,18.51,0.005169,0.02294,0.03016,0.008691,0.01365,0.003407,14.2,31.31,90.67,624,0.1227,0.3454,0.3911,0.118,0.2826,0.09585
"35","B",11.22,33.81,70.79,386.8,0.0778,0.03574,0.004967,0.006434,0.1845,0.05828,0.2239,1.647,1.489,15.46,0.004359,0.006813,0.003223,0.003419,0.01916,0.002534,12.36,41.78,78.44,470.9,0.09994,0.06885,0.02318,0.03002,0.2911,0.07307
"36","B",12.42,15.04,78.61,476.5,0.07926,0.03393,0.01053,0.01108,0.1546,0.05754,0.1153,0.6745,0.757,9.006,0.003265,0.00493,0.006493,0.003762,0.0172,0.00136,13.2,20.37,83.85,543.4,0.1037,0.07776,0.06243,0.04052,0.2901,0.06783
"37","B",13.75,23.77,88.54,590,0.08043,0.06807,0.04697,0.02344,0.1773,0.05429,0.4347,1.057,2.829,39.93,0.004351,0.02667,0.03371,0.01007,0.02598,0.003087,15.01,26.34,98,706,0.09368,0.1442,0.1359,0.06106,0.2663,0.06321
"38","B",13.2,17.43,84.13,541.6,0.07215,0.04524,0.04336,0.01105,0.1487,0.05635,0.163,1.601,0.873,13.56,0.006261,0.01569,0.03079,0.005383,0.01962,0.00225,13.94,27.82,88.28,602,0.1101,0.1508,0.2298,0.0497,0.2767,0.07198
"39","M",17.29,22.13,114.4,947.8,0.08999,0.1273,0.09697,0.07507,0.2108,0.05464,0.8348,1.633,6.146,90.94,0.006717,0.05981,0.04638,0.02149,0.02747,0.005838,20.39,27.24,137.9,1295,0.1134,0.2867,0.2298,0.1528,0.3067,0.07484
"40","M",17.19,22.07,111.6,928.3,0.09726,0.08995,0.09061,0.06527,0.1867,0.0558,0.4203,0.7383,2.819,45.42,0.004493,0.01206,0.02048,0.009875,0.01144,0.001575,21.58,29.33,140.5,1436,0.1558,0.2567,0.3889,0.1984,0.3216,0.0757
"41","B",13.59,21.84,87.16,561,0.07956,0.08259,0.04072,0.02142,0.1635,0.05859,0.338,1.916,2.591,26.76,0.005436,0.02406,0.03099,0.009919,0.0203,0.003009,14.8,30.04,97.66,661.5,0.1005,0.173,0.1453,0.06189,0.2446,0.07024
"42","B",13.59,17.84,86.24,572.3,0.07948,0.04052,0.01997,0.01238,0.1573,0.0552,0.258,1.166,1.683,22.22,0.003741,0.005274,0.01065,0.005044,0.01344,0.001126,15.5,26.1,98.91,739.1,0.105,0.07622,0.106,0.05185,0.2335,0.06263
"43","M",16.24,18.77,108.8,805.1,0.1066,0.1802,0.1948,0.09052,0.1876,0.06684,0.2873,0.9173,2.464,28.09,0.004563,0.03481,0.03872,0.01209,0.01388,0.004081,18.55,25.09,126.9,1031,0.1365,0.4706,0.5026,0.1732,0.277,0.1063
"44","B",11.37,18.89,72.17,396,0.08713,0.05008,0.02399,0.02173,0.2013,0.05955,0.2656,1.974,1.954,17.49,0.006538,0.01395,0.01376,0.009924,0.03416,0.002928,12.36,26.14,79.29,459.3,0.1118,0.09708,0.07529,0.06203,0.3267,0.06994
"45","B",14.41,19.73,96.03,651,0.08757,0.1676,0.1362,0.06602,0.1714,0.07192,0.8811,1.77,4.36,77.11,0.007762,0.1064,0.0996,0.02771,0.04077,0.02286,15.77,22.13,101.7,767.3,0.09983,0.2472,0.222,0.1021,0.2272,0.08799
"46","B",9,14.4,56.36,246.3,0.07005,0.03116,0.003681,0.003472,0.1788,0.06833,0.1746,1.305,1.144,9.789,0.007389,0.004883,0.003681,0.003472,0.02701,0.002153,9.699,20.07,60.9,285.5,0.09861,0.05232,0.01472,0.01389,0.2991,0.07804
"47","B",12.76,13.37,82.29,504.1,0.08794,0.07948,0.04052,0.02548,0.1601,0.0614,0.3265,0.6594,2.346,25.18,0.006494,0.02768,0.03137,0.01069,0.01731,0.004392,14.19,16.4,92.04,618.8,0.1194,0.2208,0.1769,0.08411,0.2564,0.08253
"48","M",18.22,18.87,118.7,1027,0.09746,0.1117,0.113,0.0795,0.1807,0.05664,0.4041,0.5503,2.547,48.9,0.004821,0.01659,0.02408,0.01143,0.01275,0.002451,21.84,25,140.9,1485,0.1434,0.2763,0.3853,0.1776,0.2812,0.08198
"49","B",12.43,17,78.6,477.3,0.07557,0.03454,0.01342,0.01699,0.1472,0.05561,0.3778,2.2,2.487,31.16,0.007357,0.01079,0.009959,0.0112,0.03433,0.002961,12.9,20.21,81.76,515.9,0.08409,0.04712,0.02237,0.02832,0.1901,0.05932
"50","B",14.11,12.88,90.03,616.5,0.09309,0.05306,0.01765,0.02733,0.1373,0.057,0.2571,1.081,1.558,23.92,0.006692,0.01132,0.005717,0.006627,0.01416,0.002476,15.53,18,98.4,749.9,0.1281,0.1109,0.05307,0.0589,0.21,0.07083
"51","B",12.03,17.93,76.09,446,0.07683,0.03892,0.001546,0.005592,0.1382,0.0607,0.2335,0.9097,1.466,16.97,0.004729,0.006887,0.001184,0.003951,0.01466,0.001755,13.07,22.25,82.74,523.4,0.1013,0.0739,0.007732,0.02796,0.2171,0.07037
"52","M",16.27,20.71,106.9,813.7,0.1169,0.1319,0.1478,0.08488,0.1948,0.06277,0.4375,1.232,3.27,44.41,0.006697,0.02083,0.03248,0.01392,0.01536,0.002789,19.28,30.38,129.8,1121,0.159,0.2947,0.3597,0.1583,0.3103,0.082
"53","B",11.22,19.86,71.94,387.3,0.1054,0.06779,0.005006,0.007583,0.194,0.06028,0.2976,1.966,1.959,19.62,0.01289,0.01104,0.003297,0.004967,0.04243,0.001963,11.98,25.78,76.91,436.1,0.1424,0.09669,0.01335,0.02022,0.3292,0.06522
"54","B",11.25,14.78,71.38,390,0.08306,0.04458,0.0009737,0.002941,0.1773,0.06081,0.2144,0.9961,1.529,15.07,0.005617,0.007124,0.0009737,0.002941,0.017,0.00203,12.76,22.06,82.08,492.7,0.1166,0.09794,0.005518,0.01667,0.2815,0.07418
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"112","M",11.42,20.38,77.58,386.1,0.1425,0.2839,0.2414,0.1052,0.2597,0.09744,0.4956,1.156,3.445,27.23,0.00911,0.07458,0.05661,0.01867,0.05963,0.009208,14.91,26.5,98.87,567.7,0.2098,0.8663,0.6869,0.2575,0.6638,0.173
"113","B",11.6,24.49,74.23,417.2,0.07474,0.05688,0.01974,0.01313,0.1935,0.05878,0.2512,1.786,1.961,18.21,0.006122,0.02337,0.01596,0.006998,0.03194,0.002211,12.44,31.62,81.39,476.5,0.09545,0.1361,0.07239,0.04815,0.3244,0.06745
"114","M",18.45,21.91,120.2,1075,0.0943,0.09709,0.1153,0.06847,0.1692,0.05727,0.5959,1.202,3.766,68.35,0.006001,0.01422,0.02855,0.009148,0.01492,0.002205,22.52,31.39,145.6,1590,0.1465,0.2275,0.3965,0.1379,0.3109,0.0761