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 |