Sample_code_number
int64
61.6k
13.5M
Clump_thickness
int64
1
10
Uniformity_of_cell_size
int64
1
10
Uniformity_of_cell_shape
int64
1
10
Marginal_adhesion
int64
1
10
Single_epithelial_cell_size
int64
1
10
Bare_nuclei
stringclasses
11 values
Bland_chromatin
int64
1
10
Normal_nucleoli
int64
1
10
Mitoses
int64
1
10
Class
int64
2
4
1,336,798
3
1
1
1
2
1
2
1
1
2
1,344,449
1
1
1
1
1
1
2
1
1
2
1,350,568
4
1
1
1
2
1
2
1
1
2
1,352,663
5
4
6
8
4
1
8
10
1
4
188,336
5
3
2
8
5
10
8
1
2
4
352,431
10
5
10
3
5
8
7
8
3
4
353,098
4
1
1
2
2
1
1
1
1
2
411,453
1
1
1
1
2
1
1
1
1
2
557,583
5
10
10
10
10
10
10
1
1
4
636,375
5
1
1
1
2
1
1
1
1
2
736,150
10
4
3
10
3
10
7
1
2
4
803,531
5
10
10
10
5
2
8
5
1
4
822,829
8
10
10
10
6
10
10
10
10
4
1,016,634
2
3
1
1
2
1
2
1
1
2
1,031,608
2
1
1
1
1
1
2
1
1
2
1,041,043
4
1
3
1
2
1
2
1
1
2
1,042,252
3
1
1
1
2
1
2
1
1
2
1,057,067
1
1
1
1
1
?
1
1
1
2
1,061,990
4
1
1
1
2
1
2
1
1
2
1,073,836
5
1
1
1
2
1
2
1
1
2
1,083,817
3
1
1
1
2
1
2
1
1
2
1,096,352
6
3
3
3
3
2
6
1
1
2
1,140,597
7
1
2
3
2
1
2
1
1
2
1,149,548
1
1
1
1
2
1
1
1
1
2
1,174,009
5
1
1
2
1
1
2
1
1
2
1,183,596
3
1
3
1
3
4
1
1
1
2
1,190,386
4
6
6
5
7
6
7
7
3
4
1,190,546
2
1
1
1
2
5
1
1
1
2
1,213,273
2
1
1
1
2
1
1
1
1
2
1,218,982
4
1
1
1
2
1
1
1
1
2
1,225,382
6
2
3
1
2
1
1
1
1
2
1,235,807
5
1
1
1
2
1
2
1
1
2
1,238,777
1
1
1
1
2
1
1
1
1
2
1,253,955
8
7
4
4
5
3
5
10
1
4
1,257,366
3
1
1
1
2
1
1
1
1
2
1,260,659
3
1
4
1
2
1
1
1
1
2
1,268,952
10
10
7
8
7
1
10
10
3
4
1,275,807
4
2
4
3
2
2
2
1
1
2
1,277,792
4
1
1
1
2
1
1
1
1
2
1,277,792
5
1
1
3
2
1
1
1
1
2
1,285,722
4
1
1
3
2
1
1
1
1
2
1,288,608
3
1
1
1
2
1
2
1
1
2
1,290,203
3
1
1
1
2
1
2
1
1
2
1,294,413
1
1
1
1
2
1
1
1
1
2
1,299,596
2
1
1
1
2
1
1
1
1
2
1,303,489
3
1
1
1
2
1
2
1
1
2
1,311,033
1
2
2
1
2
1
1
1
1
2
1,311,108
1
1
1
3
2
1
1
1
1
2
1,315,807
5
10
10
10
10
2
10
10
10
4
1,318,671
3
1
1
1
2
1
2
1
1
2
1,319,609
3
1
1
2
3
4
1
1
1
2
1,323,477
1
2
1
3
2
1
2
1
1
2
1,324,572
5
1
1
1
2
1
2
2
1
2
1,324,681
4
1
1
1
2
1
2
1
1
2
1,325,159
3
1
1
1
2
1
3
1
1
2
1,326,892
3
1
1
1
2
1
2
1
1
2
1,330,361
5
1
1
1
2
1
2
1
1
2
1,333,877
5
4
5
1
8
1
3
6
1
2
1,334,015
7
8
8
7
3
10
7
2
3
4
1,334,667
1
1
1
1
2
1
1
1
1
2
1,339,781
1
1
1
1
2
1
2
1
1
2
1,339,781
4
1
1
1
2
1
3
1
1
2
13,454,352
1
1
3
1
2
1
2
1
1
2
1,345,452
1
1
3
1
2
1
2
1
1
2
1,345,593
3
1
1
3
2
1
2
1
1
2
1,347,749
1
1
1
1
2
1
1
1
1
2
1,347,943
5
2
2
2
2
1
1
1
2
2
1,348,851
3
1
1
1
2
1
3
1
1
2
1,350,319
5
7
4
1
6
1
7
10
3
4
1,350,423
5
10
10
8
5
5
7
10
1
4
1,352,848
3
10
7
8
5
8
7
4
1
4
1,353,092
3
2
1
2
2
1
3
1
1
2
1,354,840
2
1
1
1
2
1
3
1
1
2
1,354,840
5
3
2
1
3
1
1
1
1
2
1,355,260
1
1
1
1
2
1
2
1
1
2
1,365,075
4
1
4
1
2
1
1
1
1
2
1,365,328
1
1
2
1
2
1
2
1
1
2
1,368,267
5
1
1
1
2
1
1
1
1
2
1,368,273
1
1
1
1
2
1
1
1
1
2
1,368,882
2
1
1
1
2
1
1
1
1
2
1,369,821
10
10
10
10
5
10
10
10
7
4
1,371,026
5
10
10
10
4
10
5
6
3
4
1,371,920
5
1
1
1
2
1
3
2
1
2
466,906
1
1
1
1
2
1
1
1
1
2
466,906
1
1
1
1
2
1
1
1
1
2
534,555
1
1
1
1
2
1
1
1
1
2
536,708
1
1
1
1
2
1
1
1
1
2
566,346
3
1
1
1
2
1
2
3
1
2
603,148
4
1
1
1
2
1
1
1
1
2
654,546
1
1
1
1
2
1
1
1
8
2
654,546
1
1
1
3
2
1
1
1
1
2
695,091
5
10
10
5
4
5
4
4
1
4
714,039
3
1
1
1
2
1
1
1
1
2
763,235
3
1
1
1
2
1
2
1
2
2
776,715
3
1
1
1
3
2
1
1
1
2
841,769
2
1
1
1
2
1
1
1
1
2
888,820
5
10
10
3
7
3
8
10
2
4
897,471
4
8
6
4
3
4
10
6
1
4
897,471
4
8
8
5
4
5
10
4
1
4