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
|
|---|---|---|---|---|---|---|---|---|---|---|
1,224,565 | 6 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,238,186 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,253,917 | 4 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 2 |
1,265,899 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,268,766 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,277,268 | 3 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,286,943 | 8 | 10 | 10 | 10 | 7 | 5 | 4 | 8 | 7 | 4 |
1,295,508 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 2 |
1,297,327 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,297,522 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,298,360 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,299,924 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,299,994 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,304,595 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
1,306,282 | 6 | 6 | 7 | 10 | 3 | 10 | 8 | 10 | 2 | 4 |
1,313,325 | 4 | 10 | 4 | 7 | 3 | 10 | 9 | 10 | 1 | 4 |
1,320,077 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
1,320,077 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
1,320,304 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 |
1,330,439 | 4 | 7 | 8 | 3 | 4 | 10 | 9 | 1 | 1 | 4 |
333,093 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 |
369,565 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 |
412,300 | 10 | 4 | 5 | 4 | 3 | 5 | 7 | 3 | 1 | 4 |
672,113 | 7 | 5 | 6 | 10 | 4 | 10 | 5 | 3 | 1 | 4 |
749,653 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
769,612 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 |
769,612 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
798,429 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
807,657 | 6 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 |
8,233,704 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
837,480 | 7 | 4 | 4 | 3 | 4 | 10 | 6 | 9 | 1 | 4 |
867,392 | 4 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
869,828 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 2 |
1,043,068 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,056,171 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,061,990 | 1 | 1 | 3 | 2 | 2 | 1 | 3 | 1 | 1 | 2 |
1,113,061 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,116,192 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,135,090 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,145,420 | 6 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,158,157 | 5 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 |
1,171,578 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,174,841 | 5 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,184,586 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,186,936 | 2 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 2 |
1,197,527 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,222,464 | 6 | 10 | 10 | 10 | 4 | 10 | 7 | 10 | 1 | 4 |
1,240,603 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
1,240,603 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
1,241,035 | 7 | 8 | 3 | 7 | 4 | 5 | 7 | 8 | 2 | 4 |
1,287,971 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,289,391 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,299,924 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 1 | 2 |
1,306,339 | 4 | 4 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 2 |
1,313,658 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,313,982 | 4 | 3 | 1 | 1 | 2 | 1 | 4 | 8 | 1 | 2 |
1,321,264 | 5 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 |
1,321,321 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 |
1,321,348 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,321,931 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,321,942 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,321,942 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,328,331 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,328,755 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,331,405 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | 2 |
1,331,412 | 5 | 7 | 10 | 10 | 5 | 10 | 10 | 10 | 1 | 4 |
1,333,104 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,334,071 | 4 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 1 | 2 |
1,343,068 | 8 | 4 | 4 | 1 | 6 | 10 | 2 | 5 | 2 | 4 |
1,343,374 | 10 | 10 | 8 | 10 | 6 | 5 | 10 | 3 | 1 | 4 |
1,344,121 | 8 | 10 | 4 | 4 | 8 | 10 | 8 | 2 | 1 | 4 |
142,932 | 7 | 6 | 10 | 5 | 3 | 10 | 9 | 10 | 2 | 4 |
183,936 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
324,382 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
378,275 | 10 | 9 | 7 | 3 | 4 | 2 | 7 | 7 | 1 | 4 |
385,103 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
690,557 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
695,091 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
695,219 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
824,249 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
871,549 | 5 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
878,358 | 5 | 7 | 10 | 6 | 5 | 10 | 7 | 5 | 1 | 4 |
1,107,684 | 6 | 10 | 5 | 5 | 4 | 10 | 6 | 10 | 1 | 4 |
1,115,762 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,217,717 | 5 | 1 | 1 | 6 | 3 | 1 | 1 | 1 | 1 | 2 |
1,239,420 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,254,538 | 8 | 10 | 10 | 10 | 6 | 10 | 10 | 10 | 1 | 4 |
1,261,751 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 2 |
1,268,275 | 9 | 8 | 8 | 9 | 6 | 3 | 4 | 1 | 1 | 4 |
1,272,166 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,294,261 | 4 | 10 | 8 | 5 | 4 | 1 | 10 | 1 | 1 | 4 |
1,295,529 | 2 | 5 | 7 | 6 | 4 | 10 | 7 | 6 | 1 | 4 |
1,298,484 | 10 | 3 | 4 | 5 | 3 | 10 | 4 | 1 | 1 | 4 |
1,311,875 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,315,506 | 4 | 8 | 6 | 3 | 4 | 10 | 7 | 1 | 1 | 4 |
1,320,141 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,325,309 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,333,063 | 5 | 1 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,333,495 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,334,659 | 5 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
Subsets and Splits