|
|
|
|
clump_thic,size_un,shape_un,marg_adh,epith_size,bare_nuc,bland_chr,nor_nuc,mitoses,class*
|
|
|
|
|
5,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,4,4,5,7,10,3,2,1,Benign
|
|
|
|
|
3,1,1,1,2,2,3,1,1,Benign
|
|
|
|
|
6,8,8,1,3,4,3,7,1,Benign
|
|
|
|
|
4,1,1,3,2,1,3,1,1,Benign
|
|
|
|
|
8,10,10,8,7,10,9,7,1,Malignant
|
|
|
|
|
1,1,1,1,2,10,3,1,1,Benign
|
|
|
|
|
2,1,2,1,2,1,3,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,5,Benign
|
|
|
|
|
4,2,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,3,3,3,2,3,4,4,1,Malignant
|
|
|
|
|
1,1,1,1,2,3,3,1,1,Benign
|
|
|
|
|
8,7,5,10,7,9,5,5,4,Malignant
|
|
|
|
|
7,4,6,4,6,1,4,3,1,Malignant
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
10,7,7,6,4,10,4,1,2,Malignant
|
|
|
|
|
6,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
7,3,2,10,5,10,5,4,4,Malignant
|
|
|
|
|
10,5,5,3,6,7,7,10,1,Malignant
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
8,4,5,1,2,4,7,3,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,2,3,4,2,7,3,6,1,Malignant
|
|
|
|
|
3,2,1,1,1,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,3,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
10,7,7,3,8,5,7,4,3,Malignant
|
|
|
|
|
2,1,1,2,2,1,3,1,1,Benign
|
|
|
|
|
3,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
10,10,10,8,6,1,8,9,1,Malignant
|
|
|
|
|
6,2,1,1,1,1,7,1,1,Benign
|
|
|
|
|
5,4,4,9,2,10,5,6,1,Malignant
|
|
|
|
|
2,5,3,3,6,7,7,5,1,Malignant
|
|
|
|
|
6,6,6,9,6,4,7,8,1,Benign
|
|
|
|
|
10,4,3,1,3,3,6,5,2,Malignant
|
|
|
|
|
6,10,10,2,8,10,7,3,3,Malignant
|
|
|
|
|
5,6,5,6,10,1,3,1,1,Malignant
|
|
|
|
|
10,10,10,4,8,1,8,10,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,2,Benign
|
|
|
|
|
3,7,7,4,4,9,4,8,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,1,3,2,1,3,1,1,Benign
|
|
|
|
|
7,8,7,2,4,8,3,8,2,Malignant
|
|
|
|
|
9,5,8,1,2,3,2,1,5,Malignant
|
|
|
|
|
5,3,3,4,2,4,3,4,1,Malignant
|
|
|
|
|
10,3,6,2,3,5,4,10,2,Malignant
|
|
|
|
|
5,5,5,8,10,8,7,3,7,Malignant
|
|
|
|
|
10,5,5,6,8,8,7,1,1,Malignant
|
|
|
|
|
10,6,6,3,4,5,3,6,1,Malignant
|
|
|
|
|
8,10,10,1,3,6,3,9,1,Malignant
|
|
|
|
|
8,2,4,1,5,1,5,4,4,Malignant
|
|
|
|
|
5,2,3,1,6,10,5,1,1,Malignant
|
|
|
|
|
9,5,5,2,2,2,5,1,1,Malignant
|
|
|
|
|
5,3,5,5,3,3,4,10,1,Malignant
|
|
|
|
|
1,1,1,1,2,2,2,1,1,Benign
|
|
|
|
|
9,10,10,1,10,8,3,3,1,Malignant
|
|
|
|
|
6,3,4,1,5,2,3,9,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
10,4,2,1,3,2,4,3,10,Malignant
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,3,4,1,8,10,4,9,1,Malignant
|
|
|
|
|
8,3,8,3,4,9,8,9,8,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,2,1,Benign
|
|
|
|
|
5,1,3,1,2,1,2,1,1,Benign
|
|
|
|
|
6,10,2,8,10,2,7,8,10,Malignant
|
|
|
|
|
1,3,3,2,2,1,7,2,1,Benign
|
|
|
|
|
9,4,5,10,6,10,4,8,1,Malignant
|
|
|
|
|
10,6,4,1,3,4,3,2,3,Malignant
|
|
|
|
|
1,1,2,1,2,2,4,2,1,Benign
|
|
|
|
|
1,1,4,1,2,1,2,1,1,Benign
|
|
|
|
|
5,3,1,2,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,3,3,1,1,Benign
|
|
|
|
|
2,1,1,1,3,1,2,1,1,Benign
|
|
|
|
|
2,2,2,1,1,1,7,1,1,Benign
|
|
|
|
|
4,1,1,2,2,1,2,1,1,Benign
|
|
|
|
|
5,2,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,1,1,1,2,2,7,1,1,Benign
|
|
|
|
|
3,5,7,8,8,9,7,10,7,Malignant
|
|
|
|
|
5,10,6,1,10,4,4,10,10,Malignant
|
|
|
|
|
3,3,6,4,5,8,4,4,1,Malignant
|
|
|
|
|
3,6,6,6,5,10,6,8,3,Malignant
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
2,1,1,2,3,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,1,1,2,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
2,1,1,2,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
9,6,9,2,10,6,2,9,10,Malignant
|
|
|
|
|
7,5,6,10,5,10,7,9,4,Malignant
|
|
|
|
|
10,3,5,1,10,5,3,10,2,Malignant
|
|
|
|
|
2,3,4,4,2,5,2,5,1,Malignant
|
|
|
|
|
4,1,2,1,2,1,3,1,1,Benign
|
|
|
|
|
8,2,3,1,6,3,7,1,1,Malignant
|
|
|
|
|
10,10,10,10,10,1,8,8,8,Malignant
|
|
|
|
|
7,3,4,4,3,3,3,2,7,Malignant
|
|
|
|
|
10,10,10,8,2,10,4,1,1,Malignant
|
|
|
|
|
1,6,8,10,8,10,5,7,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,3,1,Benign
|
|
|
|
|
6,5,4,4,3,9,7,8,3,Malignant
|
|
|
|
|
1,3,1,2,2,2,5,3,2,Benign
|
|
|
|
|
8,6,4,3,5,9,3,1,1,Malignant
|
|
|
|
|
10,3,3,10,2,10,7,3,3,Malignant
|
|
|
|
|
10,10,10,3,10,8,8,1,1,Malignant
|
|
|
|
|
3,3,2,1,2,3,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,5,1,1,1,Benign
|
|
|
|
|
8,3,3,1,2,2,3,2,1,Benign
|
|
|
|
|
4,5,5,10,4,10,7,5,8,Malignant
|
|
|
|
|
1,1,1,1,4,3,1,1,1,Benign
|
|
|
|
|
3,2,1,1,2,2,3,1,1,Benign
|
|
|
|
|
1,1,2,2,2,1,3,1,1,Benign
|
|
|
|
|
4,2,1,1,2,2,3,1,1,Benign
|
|
|
|
|
10,10,10,2,10,10,5,3,3,Malignant
|
|
|
|
|
5,3,5,1,8,10,5,3,1,Malignant
|
|
|
|
|
5,4,6,7,9,7,8,10,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
7,5,3,7,4,10,7,5,5,Malignant
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
8,3,5,4,5,10,1,6,2,Malignant
|
|
|
|
|
1,1,1,1,10,1,1,1,1,Benign
|
|
|
|
|
5,1,3,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,10,8,10,8,10,3,6,3,Malignant
|
|
|
|
|
3,1,1,1,2,1,2,2,1,Benign
|
|
|
|
|
3,1,1,1,3,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,2,3,3,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,4,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
9,5,5,4,4,5,4,3,3,Malignant
|
|
|
|
|
1,1,1,1,2,5,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,3,1,2,4,2,1,1,Benign
|
|
|
|
|
3,4,5,2,6,8,4,1,1,Malignant
|
|
|
|
|
1,1,1,1,3,2,2,1,1,Benign
|
|
|
|
|
3,1,1,3,8,1,5,8,1,Benign
|
|
|
|
|
8,8,7,4,10,10,7,8,7,Malignant
|
|
|
|
|
1,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
7,2,4,1,6,10,5,4,3,Malignant
|
|
|
|
|
10,10,8,6,4,5,8,10,1,Malignant
|
|
|
|
|
4,1,1,1,2,3,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,5,5,6,3,10,3,1,1,Malignant
|
|
|
|
|
1,2,2,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,2,1,3,4,1,1,1,Benign
|
|
|
|
|
9,9,10,3,6,10,7,10,6,Malignant
|
|
|
|
|
10,7,7,4,5,10,5,7,2,Malignant
|
|
|
|
|
4,1,1,1,2,1,3,2,1,Benign
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,2,1,3,1,1,7,Benign
|
|
|
|
|
5,1,1,1,2,4,3,1,1,Benign
|
|
|
|
|
4,1,1,1,2,2,3,2,1,Benign
|
|
|
|
|
5,6,7,8,8,10,3,10,3,Malignant
|
|
|
|
|
10,8,10,10,6,1,3,1,10,Malignant
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,2,1,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
6,10,10,10,8,10,10,10,7,Malignant
|
|
|
|
|
8,6,5,4,3,10,6,1,1,Malignant
|
|
|
|
|
5,8,7,7,10,10,5,7,1,Malignant
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,10,10,3,8,1,5,10,3,Malignant
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,3,3,3,6,10,3,1,1,Malignant
|
|
|
|
|
1,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
6,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,8,8,8,5,10,7,8,1,Malignant
|
|
|
|
|
8,7,6,4,4,10,5,1,1,Malignant
|
|
|
|
|
2,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
1,5,8,6,5,8,7,10,1,Malignant
|
|
|
|
|
10,5,6,10,6,10,7,7,10,Malignant
|
|
|
|
|
5,8,4,10,5,8,9,10,1,Malignant
|
|
|
|
|
1,2,3,1,2,1,3,1,1,Benign
|
|
|
|
|
10,10,10,8,6,8,7,10,1,Malignant
|
|
|
|
|
7,5,10,10,10,10,4,10,3,Malignant
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
8,4,4,5,4,7,7,8,2,Benign
|
|
|
|
|
5,1,1,4,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
9,7,7,5,5,10,7,8,3,Malignant
|
|
|
|
|
10,8,8,4,10,10,8,1,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,10,10,9,6,10,7,10,5,Malignant
|
|
|
|
|
10,10,9,3,7,5,3,5,1,Malignant
|
|
|
|
|
1,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
5,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
8,10,10,10,5,10,8,10,6,Malignant
|
|
|
|
|
8,10,8,8,4,8,7,7,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
10,10,10,10,7,10,7,10,4,Malignant
|
|
|
|
|
10,10,10,10,3,10,10,6,1,Malignant
|
|
|
|
|
8,7,8,7,5,5,5,10,2,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
6,10,7,7,6,4,8,10,2,Malignant
|
|
|
|
|
6,1,3,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,2,2,1,3,1,1,Benign
|
|
|
|
|
10,6,4,3,10,10,9,10,1,Malignant
|
|
|
|
|
4,1,1,3,1,5,2,1,1,Malignant
|
|
|
|
|
7,5,6,3,3,8,7,4,1,Malignant
|
|
|
|
|
10,5,5,6,3,10,7,9,2,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
10,5,7,4,4,10,8,9,1,Malignant
|
|
|
|
|
8,9,9,5,3,5,7,7,1,Malignant
|
|
|
|
|
1,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
10,10,10,3,10,10,9,10,1,Malignant
|
|
|
|
|
7,4,7,4,3,7,7,6,1,Malignant
|
|
|
|
|
6,8,7,5,6,8,8,9,2,Malignant
|
|
|
|
|
8,4,6,3,3,1,4,3,1,Benign
|
|
|
|
|
10,4,5,5,5,10,4,1,1,Malignant
|
|
|
|
|
3,3,2,1,3,1,3,6,1,Benign
|
|
|
|
|
3,1,4,1,2,4,3,1,1,Benign
|
|
|
|
|
10,8,8,2,8,10,4,8,10,Malignant
|
|
|
|
|
9,8,8,5,6,2,4,10,4,Malignant
|
|
|
|
|
8,10,10,8,6,9,3,10,10,Malignant
|
|
|
|
|
10,4,3,2,3,10,5,3,2,Malignant
|
|
|
|
|
5,1,3,3,2,2,2,3,1,Benign
|
|
|
|
|
3,1,1,3,1,1,3,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,5,5,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,1,1,2,2,2,3,1,1,Benign
|
|
|
|
|
8,10,10,8,5,10,7,8,1,Malignant
|
|
|
|
|
8,4,4,1,2,9,3,3,1,Malignant
|
|
|
|
|
4,1,1,1,2,1,3,6,1,Benign
|
|
|
|
|
3,1,1,1,2,4,3,1,1,Benign
|
|
|
|
|
1,2,2,1,2,1,1,1,1,Benign
|
|
|
|
|
10,4,4,10,2,10,5,3,3,Malignant
|
|
|
|
|
6,3,3,5,3,10,3,5,3,Benign
|
|
|
|
|
6,10,10,2,8,10,7,3,3,Malignant
|
|
|
|
|
9,10,10,1,10,8,3,3,1,Malignant
|
|
|
|
|
5,6,6,2,4,10,3,6,1,Malignant
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,7,7,1,5,8,3,4,1,Benign
|
|
|
|
|
10,5,8,10,3,10,5,1,3,Malignant
|
|
|
|
|
5,10,10,6,10,10,10,6,5,Malignant
|
|
|
|
|
8,8,9,4,5,10,7,8,1,Malignant
|
|
|
|
|
10,4,4,10,6,10,5,5,1,Malignant
|
|
|
|
|
7,9,4,10,10,3,5,3,3,Malignant
|
|
|
|
|
5,1,4,1,2,1,3,2,1,Benign
|
|
|
|
|
10,10,6,3,3,10,4,3,2,Malignant
|
|
|
|
|
3,3,5,2,3,10,7,1,1,Malignant
|
|
|
|
|
10,8,8,2,3,4,8,7,8,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
8,4,7,1,3,10,3,9,2,Malignant
|
|
|
|
|
5,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,3,5,2,3,10,7,1,1,Malignant
|
|
|
|
|
7,2,4,1,3,4,3,3,1,Malignant
|
|
|
|
|
3,1,1,1,2,1,3,2,1,Benign
|
|
|
|
|
3,1,3,1,2,4,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
10,5,7,3,3,7,3,3,8,Malignant
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
2,1,1,2,2,1,3,1,1,Benign
|
|
|
|
|
1,4,3,10,4,10,5,6,1,Malignant
|
|
|
|
|
10,4,6,1,2,10,5,3,1,Malignant
|
|
|
|
|
7,4,5,10,2,10,3,8,2,Malignant
|
|
|
|
|
8,10,10,10,8,10,10,7,3,Malignant
|
|
|
|
|
10,10,10,10,10,10,4,10,10,Malignant
|
|
|
|
|
3,1,1,1,3,1,2,1,1,Benign
|
|
|
|
|
6,1,3,1,4,5,5,10,1,Malignant
|
|
|
|
|
5,6,6,8,6,10,4,10,4,Malignant
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
8,8,8,1,2,4,6,10,1,Malignant
|
|
|
|
|
10,4,4,6,2,10,2,3,1,Malignant
|
|
|
|
|
1,1,1,1,2,4,2,1,1,Benign
|
|
|
|
|
5,5,7,8,6,10,7,4,1,Malignant
|
|
|
|
|
5,3,4,3,4,5,4,7,1,Benign
|
|
|
|
|
5,4,3,1,2,4,2,3,1,Benign
|
|
|
|
|
8,2,1,1,5,1,1,1,1,Benign
|
|
|
|
|
9,1,2,6,4,10,7,7,2,Malignant
|
|
|
|
|
8,4,10,5,4,4,7,10,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
10,10,10,7,9,10,7,10,10,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
8,3,4,9,3,10,3,3,1,Malignant
|
|
|
|
|
10,8,4,4,4,10,3,10,4,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
7,8,7,6,4,3,8,8,4,Malignant
|
|
|
|
|
3,1,1,1,2,5,5,1,1,Benign
|
|
|
|
|
2,1,1,1,3,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
8,6,4,10,10,1,3,5,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
4,6,5,6,7,4,4,9,1,Benign
|
|
|
|
|
5,5,5,2,5,10,4,3,1,Malignant
|
|
|
|
|
6,8,7,8,6,8,8,9,1,Malignant
|
|
|
|
|
1,1,1,1,5,1,3,1,1,Benign
|
|
|
|
|
4,4,4,4,6,5,7,3,1,Benign
|
|
|
|
|
7,6,3,2,5,10,7,4,6,Malignant
|
|
|
|
|
3,1,1,1,2,4,3,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,4,6,10,2,10,4,1,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,2,2,1,2,1,2,3,1,Benign
|
|
|
|
|
10,1,1,1,2,10,5,4,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
8,10,3,2,6,4,3,10,1,Malignant
|
|
|
|
|
10,4,6,4,5,10,7,1,1,Malignant
|
|
|
|
|
10,4,7,2,2,8,6,1,1,Malignant
|
|
|
|
|
5,1,1,1,2,1,3,1,2,Benign
|
|
|
|
|
5,2,2,2,2,1,2,2,1,Benign
|
|
|
|
|
5,4,6,6,4,10,4,3,1,Malignant
|
|
|
|
|
8,6,7,3,3,10,3,4,2,Malignant
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
6,5,5,8,4,10,3,4,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
8,5,5,5,2,10,4,3,1,Malignant
|
|
|
|
|
10,3,3,1,2,10,7,6,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
7,6,4,8,10,10,9,5,3,Malignant
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,2,2,2,3,1,1,3,1,Benign
|
|
|
|
|
1,1,1,1,1,1,1,3,1,Benign
|
|
|
|
|
3,4,4,10,5,1,3,3,1,Malignant
|
|
|
|
|
4,2,3,5,3,8,7,6,1,Malignant
|
|
|
|
|
5,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,4,5,3,7,3,4,6,1,Benign
|
|
|
|
|
2,7,10,10,7,10,4,9,4,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,1,1,3,1,2,2,1,Benign
|
|
|
|
|
5,3,3,1,3,3,3,3,3,Malignant
|
|
|
|
|
8,10,10,7,10,10,7,3,8,Malignant
|
|
|
|
|
8,10,5,3,8,4,4,10,3,Malignant
|
|
|
|
|
10,3,5,4,3,7,3,5,3,Malignant
|
|
|
|
|
6,10,10,10,10,10,8,10,10,Malignant
|
|
|
|
|
3,10,3,10,6,10,5,1,4,Malignant
|
|
|
|
|
3,2,2,1,4,3,2,1,1,Benign
|
|
|
|
|
4,4,4,2,2,3,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
6,10,10,10,8,10,7,10,7,Malignant
|
|
|
|
|
5,8,8,10,5,10,8,10,3,Malignant
|
|
|
|
|
1,1,3,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,3,1,1,1,2,1,1,Benign
|
|
|
|
|
4,3,2,1,3,1,2,1,1,Benign
|
|
|
|
|
1,1,3,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,2,2,1,2,1,1,Benign
|
|
|
|
|
3,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
3,1,1,4,3,1,2,2,1,Benign
|
|
|
|
|
5,3,4,1,4,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
10,6,3,6,4,10,7,8,4,Malignant
|
|
|
|
|
3,2,2,2,2,1,3,2,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,3,2,2,3,1,1,2,3,Benign
|
|
|
|
|
7,6,6,3,2,10,7,1,1,Malignant
|
|
|
|
|
5,3,3,2,3,1,3,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,2,1,Benign
|
|
|
|
|
5,1,1,1,3,2,2,2,1,Benign
|
|
|
|
|
1,1,1,2,2,1,2,1,1,Benign
|
|
|
|
|
10,8,7,4,3,10,7,9,1,Malignant
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,1,1,1,Benign
|
|
|
|
|
1,2,3,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,2,1,1,2,1,2,2,1,Benign
|
|
|
|
|
1,2,3,1,2,1,1,1,1,Benign
|
|
|
|
|
3,10,8,7,6,9,9,3,8,Malignant
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,3,3,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,4,1,1,1,Benign
|
|
|
|
|
1,2,1,3,2,1,1,2,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,2,2,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
2,3,2,2,2,2,3,1,1,Benign
|
|
|
|
|
3,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,4,2,1,1,Benign
|
|
|
|
|
10,10,10,6,8,4,8,5,1,Malignant
|
|
|
|
|
5,1,2,1,2,1,3,1,1,Benign
|
|
|
|
|
8,5,6,2,3,10,6,6,1,Malignant
|
|
|
|
|
3,3,2,6,3,3,3,5,1,Benign
|
|
|
|
|
8,7,8,5,10,10,7,2,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,2,2,2,2,2,3,2,2,Benign
|
|
|
|
|
2,3,1,1,5,1,1,1,1,Benign
|
|
|
|
|
3,2,2,3,2,3,3,1,1,Benign
|
|
|
|
|
10,10,10,7,10,10,8,2,1,Malignant
|
|
|
|
|
4,3,3,1,2,1,3,3,1,Benign
|
|
|
|
|
5,1,3,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
9,10,10,10,10,10,10,10,1,Malignant
|
|
|
|
|
5,3,6,1,2,1,1,1,1,Benign
|
|
|
|
|
8,7,8,2,4,2,5,10,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,3,1,1,2,1,2,2,1,Benign
|
|
|
|
|
5,1,1,3,4,1,3,2,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,2,1,Benign
|
|
|
|
|
3,2,2,3,2,1,1,1,1,Benign
|
|
|
|
|
6,9,7,5,5,8,4,2,1,Benign
|
|
|
|
|
10,8,10,1,3,10,5,1,1,Malignant
|
|
|
|
|
10,10,10,1,6,1,2,8,1,Malignant
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,3,3,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
10,4,3,10,4,10,10,1,1,Malignant
|
|
|
|
|
5,2,2,4,2,4,1,1,1,Benign
|
|
|
|
|
1,1,1,3,2,3,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,2,1,1,1,Benign
|
|
|
|
|
5,1,1,6,3,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,1,1,1,Benign
|
|
|
|
|
5,7,9,8,6,10,8,10,1,Malignant
|
|
|
|
|
4,1,1,3,1,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
4,5,5,8,6,10,10,7,1,Malignant
|
|
|
|
|
2,3,1,1,3,1,1,1,1,Benign
|
|
|
|
|
10,2,2,1,2,6,1,1,2,Malignant
|
|
|
|
|
10,6,5,8,5,10,8,6,1,Malignant
|
|
|
|
|
8,8,9,6,6,3,10,10,1,Malignant
|
|
|
|
|
5,1,2,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,3,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,5,1,1,1,Benign
|
|
|
|
|
6,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,2,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
10,9,8,7,6,4,7,10,3,Malignant
|
|
|
|
|
10,6,6,2,4,10,9,7,1,Malignant
|
|
|
|
|
6,6,6,5,4,10,7,6,2,Malignant
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
6,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
6,1,1,1,1,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,2,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,2,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,8,7,10,4,10,7,5,1,Malignant
|
|
|
|
|
5,1,1,1,1,1,1,1,1,Benign
|
|
|
|
|
5,3,2,4,2,1,1,1,1,Benign
|
|
|
|
|
9,10,10,10,10,5,10,10,10,Malignant
|
|
|
|
|
8,7,8,5,5,10,9,10,1,Malignant
|
|
|
|
|
5,1,2,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,3,1,3,1,1,1,Benign
|
|
|
|
|
3,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
10,10,10,10,6,10,8,1,5,Malignant
|
|
|
|
|
3,6,4,10,3,3,3,4,1,Malignant
|
|
|
|
|
6,3,2,1,3,4,4,1,1,Malignant
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,8,9,4,3,10,7,1,1,Malignant
|
|
|
|
|
4,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
5,10,10,10,6,10,6,5,2,Malignant
|
|
|
|
|
5,1,2,10,4,5,2,1,1,Benign
|
|
|
|
|
3,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,1,1,1,Benign
|
|
|
|
|
4,2,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
6,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,1,2,2,1,2,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,3,1,1,2,1,1,1,1,Benign
|
|
|
|
|
8,10,10,10,7,5,4,8,7,Malignant
|
|
|
|
|
1,1,1,1,2,4,1,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
6,6,7,10,3,10,8,10,2,Malignant
|
|
|
|
|
4,10,4,7,3,10,9,10,1,Malignant
|
|
|
|
|
1,1,1,1,1,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
3,1,2,2,2,1,1,1,1,Benign
|
|
|
|
|
4,7,8,3,4,10,9,1,1,Malignant
|
|
|
|
|
1,1,1,1,3,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,3,1,1,1,1,Benign
|
|
|
|
|
10,4,5,4,3,5,7,3,1,Malignant
|
|
|
|
|
7,5,6,10,4,10,5,3,1,Malignant
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,2,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
6,1,3,2,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
7,4,4,3,4,10,6,9,1,Malignant
|
|
|
|
|
4,2,2,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,3,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,3,2,2,1,3,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,1,2,1,2,1,3,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
6,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,2,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,3,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,3,2,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
6,10,10,10,4,10,7,10,1,Malignant
|
|
|
|
|
2,1,1,1,1,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,1,1,1,1,1,Benign
|
|
|
|
|
7,8,3,7,4,5,7,8,2,Malignant
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,2,2,2,2,1,4,2,1,Benign
|
|
|
|
|
4,4,2,1,2,5,2,1,2,Benign
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,3,1,1,2,1,4,8,1,Benign
|
|
|
|
|
5,2,2,2,1,1,2,1,1,Benign
|
|
|
|
|
5,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,3,2,1,Benign
|
|
|
|
|
5,7,10,10,5,10,10,10,1,Malignant
|
|
|
|
|
3,1,2,1,2,1,3,1,1,Benign
|
|
|
|
|
4,1,1,1,2,3,2,1,1,Benign
|
|
|
|
|
8,4,4,1,6,10,2,5,2,Malignant
|
|
|
|
|
10,10,8,10,6,5,10,3,1,Malignant
|
|
|
|
|
8,10,4,4,8,10,8,2,1,Malignant
|
|
|
|
|
7,6,10,5,3,10,9,10,2,Malignant
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
10,9,7,3,4,2,7,7,1,Malignant
|
|
|
|
|
5,1,2,1,2,1,3,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
5,7,10,6,5,10,7,5,1,Malignant
|
|
|
|
|
6,10,5,5,4,10,6,10,1,Malignant
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,6,3,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
8,10,10,10,6,10,10,10,1,Malignant
|
|
|
|
|
5,1,1,1,2,1,2,2,1,Benign
|
|
|
|
|
9,8,8,9,6,3,4,1,1,Malignant
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,10,8,5,4,1,10,1,1,Malignant
|
|
|
|
|
2,5,7,6,4,10,7,6,1,Malignant
|
|
|
|
|
10,3,4,5,3,10,4,1,1,Malignant
|
|
|
|
|
5,1,2,1,2,1,1,1,1,Benign
|
|
|
|
|
4,8,6,3,4,10,7,1,1,Malignant
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,3,1,2,1,3,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,2,4,1,1,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,4,6,8,4,1,8,10,1,Malignant
|
|
|
|
|
5,3,2,8,5,10,8,1,2,Malignant
|
|
|
|
|
10,5,10,3,5,8,7,8,3,Malignant
|
|
|
|
|
4,1,1,2,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,10,10,10,10,10,10,1,1,Malignant
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
10,4,3,10,3,10,7,1,2,Malignant
|
|
|
|
|
5,10,10,10,5,2,8,5,1,Malignant
|
|
|
|
|
8,10,10,10,6,10,10,10,10,Malignant
|
|
|
|
|
2,3,1,1,2,1,2,1,1,Benign
|
|
|
|
|
2,1,1,1,1,1,2,1,1,Benign
|
|
|
|
|
4,1,3,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,1,4,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
6,3,3,3,3,2,6,1,1,Benign
|
|
|
|
|
7,1,2,3,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,2,1,1,2,1,1,Benign
|
|
|
|
|
3,1,3,1,3,4,1,1,1,Benign
|
|
|
|
|
4,6,6,5,7,6,7,7,3,Malignant
|
|
|
|
|
2,1,1,1,2,5,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
6,2,3,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
8,7,4,4,5,3,5,10,1,Malignant
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,4,1,2,1,1,1,1,Benign
|
|
|
|
|
10,10,7,8,7,1,10,10,3,Malignant
|
|
|
|
|
4,2,4,3,2,2,2,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
4,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
1,2,2,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
5,10,10,10,10,2,10,10,10,Malignant
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,2,3,4,1,1,1,Benign
|
|
|
|
|
1,2,1,3,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,2,1,Benign
|
|
|
|
|
4,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
5,4,5,1,8,1,3,6,1,Benign
|
|
|
|
|
7,8,8,7,3,10,7,2,3,Malignant
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
1,1,3,1,2,1,2,1,1,Benign
|
|
|
|
|
1,1,3,1,2,1,2,1,1,Benign
|
|
|
|
|
3,1,1,3,2,1,2,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,2,2,2,2,1,1,1,2,Benign
|
|
|
|
|
3,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,7,4,1,6,1,7,10,3,Malignant
|
|
|
|
|
5,10,10,8,5,5,7,10,1,Malignant
|
|
|
|
|
3,10,7,8,5,8,7,4,1,Malignant
|
|
|
|
|
3,2,1,2,2,1,3,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,3,1,1,Benign
|
|
|
|
|
5,3,2,1,3,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,2,1,1,Benign
|
|
|
|
|
4,1,4,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,2,1,2,1,2,1,1,Benign
|
|
|
|
|
5,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
10,10,10,10,5,10,10,10,7,Malignant
|
|
|
|
|
5,10,10,10,4,10,5,6,3,Malignant
|
|
|
|
|
5,1,1,1,2,1,3,2,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,3,1,Benign
|
|
|
|
|
4,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
1,1,1,1,2,1,1,1,8,Benign
|
|
|
|
|
1,1,1,3,2,1,1,1,1,Benign
|
|
|
|
|
5,10,10,5,4,5,4,4,1,Malignant
|
|
|
|
|
3,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
3,1,1,1,2,1,2,1,2,Benign
|
|
|
|
|
3,1,1,1,3,2,1,1,1,Benign
|
|
|
|
|
2,1,1,1,2,1,1,1,1,Benign
|
|
|
|
|
5,10,10,3,7,3,8,10,2,Malignant
|
|
|
|
|
4,8,6,4,3,4,10,6,1,Malignant
|
|
|
|
|
4,8,8,5,4,5,10,4,1,Malignant
|