Datasets:
mstz
/
breast

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clump_thickness
int64
uniformity_of_cell_size
int64
uniformity_of_cell_shape
int64
marginal_adhesion
int64
single_epithelial_cell_size
int64
bare_nuclei
int64
bland_chromatin
int64
normal_nucleoli
int64
mitoses
int64
is_cancer
int64
10
10
9
3
7
5
3
5
1
1
1
1
1
1
1
1
3
1
1
0
1
1
1
1
1
1
3
1
1
0
5
1
1
1
1
1
3
1
1
0
8
10
10
10
5
10
8
10
6
1
8
10
8
8
4
8
7
7
1
1
1
1
1
1
2
1
3
1
1
0
10
10
10
10
7
10
7
10
4
1
10
10
10
10
3
10
10
6
1
1
8
7
8
7
5
5
5
10
2
1
1
1
1
1
2
1
2
1
1
0
1
1
1
1
2
1
3
1
1
0
6
10
7
7
6
4
8
10
2
1
6
1
3
1
2
1
3
1
1
0
1
1
1
2
2
1
3
1
1
0
10
6
4
3
10
10
9
10
1
1
4
1
1
3
1
5
2
1
1
1
7
5
6
3
3
8
7
4
1
1
10
5
5
6
3
10
7
9
2
1
1
1
1
1
2
1
2
1
1
0
10
5
7
4
4
10
8
9
1
1
8
9
9
5
3
5
7
7
1
1
1
1
1
1
1
1
3
1
1
0
10
10
10
3
10
10
9
10
1
1
7
4
7
4
3
7
7
6
1
1
6
8
7
5
6
8
8
9
2
1
8
4
6
3
3
1
4
3
1
0
10
4
5
5
5
10
4
1
1
1
3
3
2
1
3
1
3
6
1
0
10
8
8
2
8
10
4
8
10
1
9
8
8
5
6
2
4
10
4
1
8
10
10
8
6
9
3
10
10
1
10
4
3
2
3
10
5
3
2
1
5
1
3
3
2
2
2
3
1
0
3
1
1
3
1
1
3
1
1
0
2
1
1
1
2
1
3
1
1
0
1
1
1
1
2
5
5
1
1
0
1
1
1
1
2
1
3
1
1
0
5
1
1
2
2
2
3
1
1
0
8
10
10
8
5
10
7
8
1
1
8
4
4
1
2
9
3
3
1
1
4
1
1
1
2
1
3
6
1
0
1
2
2
1
2
1
1
1
1
0
10
4
4
10
2
10
5
3
3
1
6
3
3
5
3
10
3
5
3
0
6
10
10
2
8
10
7
3
3
1
9
10
10
1
10
8
3
3
1
1
5
6
6
2
4
10
3
6
1
1
3
1
1
1
2
1
1
1
1
0
3
1
1
1
2
1
2
1
1
0
3
1
1
1
2
1
3
1
1
0
5
7
7
1
5
8
3
4
1
0
10
5
8
10
3
10
5
1
3
1
5
10
10
6
10
10
10
6
5
1
8
8
9
4
5
10
7
8
1
1
10
4
4
10
6
10
5
5
1
1
7
9
4
10
10
3
5
3
3
1
5
1
4
1
2
1
3
2
1
0
10
10
6
3
3
10
4
3
2
1
3
3
5
2
3
10
7
1
1
1
10
8
8
2
3
4
8
7
8
1
1
1
1
1
2
1
3
1
1
0
8
4
7
1
3
10
3
9
2
1
5
1
1
1
2
1
3
1
1
0
3
3
5
2
3
10
7
1
1
1
7
2
4
1
3
4
3
3
1
1
3
1
1
1
2
1
3
2
1
0
3
1
1
1
2
1
2
1
1
0
1
1
1
1
2
1
2
1
1
0
1
1
1
1
2
1
3
1
1
0
10
5
7
3
3
7
3
3
8
1
3
1
1
1
2
1
3
1
1
0
2
1
1
2
2
1
3
1
1
0
1
4
3
10
4
10
5
6
1
1
10
4
6
1
2
10
5
3
1
1
7
4
5
10
2
10
3
8
2
1
8
10
10
10
8
10
10
7
3
1
10
10
10
10
10
10
4
10
10
1
3
1
1
1
3
1
2
1
1
0
6
1
3
1
4
5
5
10
1
1
5
6
6
8
6
10
4
10
4
1
1
1
1
1
2
1
1
1
1
0
1
1
1
1
2
1
3
1
1
0
10
4
4
6
2
10
2
3
1
1
5
5
7
8
6
10
7
4
1
1
5
3
4
3
4
5
4
7
1
0
8
2
1
1
5
1
1
1
1
0
9
1
2
6
4
10
7
7
2
1
8
4
10
5
4
4
7
10
1
1
1
1
1
1
2
1
3
1
1
0
10
10
10
7
9
10
7
10
10
1
1
1
1
1
2
1
3
1
1
0
8
3
4
9
3
10
3
3
1
1
10
8
4
4
4
10
3
10
4
1
1
1
1
1
2
1
3
1
1
0
1
1
1
1
2
1
3
1
1
0
7
8
7
6
4
3
8
8
4
1
3
1
1
1
2
5
5
1
1
0
2
1
1
1
3
1
2
1
1
0
1
1
1
1
2
1
1
1
1
0