Prostate_Cancer.csv

id,diagnosis_result,radius,texture,perimeter,area,smoothness,compactness,symmetry,fractal_dimension
1,M,23,12,151,954,0.143,0.278,0.242,0.079
2,B,9,13,133,1326,0.143,0.079,0.181,0.057
3,M,21,27,130,1203,0.125,0.16,0.207,0.06
4,M,14,16,78,386,0.07,0.284,0.26,0.097
5,M,9,19,135,1297,0.141,0.133,0.181,0.059
6,B,25,25,83,477,0.128,0.17,0.209,0.076
7,M,16,26,120,1040,0.095,0.109,0.179,0.057
8,M,15,18,90,578,0.119,0.165,0.22,0.075
9,M,19,24,88,520,0.127,0.193,0.235,0.074
10,M,25,11,84,476,0.119,0.24,0.203,0.082
11,M,24,21,103,798,0.082,0.067,0.153,0.057
12,M,17,15,104,781,0.097,0.129,0.184,0.061
13,B,14,15,132,1123,0.097,0.246,0.24,0.078
14,M,12,22,104,783,0.084,0.1,0.185,0.053
15,M,12,13,94,578,0.113,0.229,0.207,0.077
16,M,22,19,97,659,0.114,0.16,0.23,0.071
17,M,10,16,95,685,0.099,0.072,0.159,0.059
18,M,15,14,108,799,0.117,0.202,0.216,0.074
19,M,20,14,130,1260,0.098,0.103,0.158,0.054
20,B,17,11,87,566,0.098,0.081,0.189,0.058
21,B,16,14,86,520,0.108,0.127,0.197,0.068
22,B,17,24,60,274,0.102,0.065,0.182,0.069
23,M,20,27,103,704,0.107,0.214,0.252,0.07
24,M,19,12,137,1404,0.094,0.102,0.177,0.053
25,M,9,13,110,905,0.112,0.146,0.2,0.063
26,M,19,27,116,913,0.119,0.228,0.304,0.074
27,M,10,24,97,645,0.105,0.187,0.225,0.069
28,M,16,24,122,1094,0.094,0.107,0.17,0.057
29,M,15,15,102,732,0.108,0.17,0.193,0.065
30,M,11,16,115,955,0.098,0.116,0.174,0.061
31,M,11,22,125,1088,0.106,0.189,0.218,0.062
32,M,23,26,78,441,0.111,0.152,0.23,0.078
33,M,20,18,113,899,0.12,0.15,0.225,0.064
34,M,11,21,128,1162,0.094,0.172,0.185,0.063
35,M,16,23,107,807,0.104,0.156,0.2,0.065
36,M,10,13,110,870,0.096,0.134,0.19,0.057
37,M,18,12,94,633,0.098,0.11,0.189,0.061
38,B,21,11,83,524,0.09,0.038,0.147,0.059
39,M,11,15,96,699,0.094,0.051,0.157,0.055
40,M,10,14,88,559,0.102,0.126,0.172,0.064
41,M,24,16,86,563,0.082,0.06,0.178,0.056
42,M,19,27,72,371,0.123,0.122,0.19,0.069
43,M,11,11,128,1104,0.091,0.219,0.231,0.063
44,M,15,21,87,545,0.104,0.144,0.197,0.068
45,M,10,15,85,532,0.097,0.105,0.175,0.062
46,M,18,11,124,1076,0.11,0.169,0.191,0.06
47,B,22,12,52,202,0.086,0.059,0.177,0.065
48,M,20,14,86,535,0.116,0.123,0.213,0.068
49,B,20,21,78,449,0.103,0.091,0.168,0.06
50,B,25,11,87,561,0.088,0.077,0.181,0.057
51,B,19,25,75,428,0.086,0.05,0.15,0.059
52,B,19,22,87,572,0.077,0.061,0.135,0.06
53,B,25,15,76,438,0.083,0.048,0.187,0.061
54,M,14,26,120,1033,0.115,0.149,0.209,0.063
55,M,18,25,97,713,0.091,0.071,0.162,0.057
56,B,18,13,73,409,0.095,0.055,0.192,0.059
57,M,10,19,126,1152,0.105,0.127,0.192,0.06
58,M,17,20,96,657,0.114,0.137,0.203,0.068
59,B,22,15,83,527,0.081,0.038,0.182,0.055
60,B,23,26,54,225,0.098,0.053,0.168,0.072
61,B,15,18,65,312,0.113,0.081,0.274,0.07
62,B,25,15,55,222,0.124,0.09,0.183,0.068
63,M,12,22,96,646,0.105,0.201,0.195,0.073
64,B,24,17,59,261,0.077,0.088,0.234,0.07
65,M,16,19,83,499,0.112,0.126,0.191,0.066
66,M,11,21,97,668,0.117,0.148,0.195,0.067
67,B,12,13,60,269,0.104,0.078,0.172,0.069
68,B,18,12,72,394,0.081,0.047,0.152,0.057
69,B,16,17,59,251,0.107,0.141,0.211,0.08
70,B,17,21,81,503,0.098,0.052,0.159,0.057
71,M,21,18,124,1130,0.09,0.103,0.158,0.055
72,B,9,26,59,244,0.098,0.153,0.19,0.09
73,M,21,12,114,929,0.107,0.183,0.193,0.065
74,M,22,25,90,584,0.101,0.128,0.166,0.066
75,B,18,13,79,471,0.092,0.068,0.172,0.059
76,M,21,18,104,818,0.092,0.084,0.18,0.054
77,B,10,17,88,559,0.129,0.105,0.24,0.066
78,M,11,21,120,1006,0.107,0.215,0.215,0.067
79,M,16,18,144,1245,0.129,0.345,0.291,0.081
80,B,22,16,83,506,0.099,0.095,0.172,0.06
81,B,10,18,74,402,0.11,0.094,0.184,0.07
82,B,17,21,86,520,0.108,0.154,0.194,0.069
83,M,10,15,172,1878,0.106,0.267,0.183,0.068
84,M,20,14,129,1132,0.122,0.179,0.163,0.072
85,B,25,21,77,443,0.097,0.072,0.208,0.06
86,M,14,13,121,1075,0.099,0.105,0.213,0.06
87,M,19,26,94,648,0.094,0.099,0.208,0.056
88,M,19,11,122,1076,0.09,0.121,0.195,0.056
89,B,11,11,80,466,0.088,0.094,0.193,0.064
90,B,12,23,96,652,0.113,0.134,0.212,0.063
91,B,23,27,95,663,0.09,0.086,0.169,0.059
92,M,10,12,100,728,0.092,0.104,0.172,0.061
93,B,14,14,85,552,0.074,0.051,0.139,0.053
94,B,10,17,87,555,0.102,0.082,0.164,0.057
95,M,22,26,100,706,0.104,0.155,0.186,0.063
96,M,23,16,132,1264,0.091,0.131,0.21,0.056
97,B,22,14,78,451,0.105,0.071,0.19,0.066
98,B,19,27,62,295,0.102,0.053,0.135,0.069
99,B,21,24,74,413,0.09,0.075,0.162,0.066
100,M,16,27,94,643,0.098,0.114,0.188,0.064