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
|
|---|---|---|---|---|---|---|---|---|---|---|
635,844 | 8 | 4 | 10 | 5 | 4 | 4 | 7 | 10 | 1 | 4 |
636,130 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
640,744 | 10 | 10 | 10 | 7 | 9 | 10 | 7 | 10 | 10 | 4 |
646,904 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
653,777 | 8 | 3 | 4 | 9 | 3 | 10 | 3 | 3 | 1 | 4 |
659,642 | 10 | 8 | 4 | 4 | 4 | 10 | 3 | 10 | 4 | 4 |
666,090 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
666,942 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
667,204 | 7 | 8 | 7 | 6 | 4 | 3 | 8 | 8 | 4 | 4 |
673,637 | 3 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | 2 |
684,955 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 2 |
688,033 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
691,628 | 8 | 6 | 4 | 10 | 10 | 1 | 3 | 5 | 1 | 4 |
693,702 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
704,097 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
704,168 | 4 | 6 | 5 | 6 | 7 | ? | 4 | 9 | 1 | 2 |
706,426 | 5 | 5 | 5 | 2 | 5 | 10 | 4 | 3 | 1 | 4 |
709,287 | 6 | 8 | 7 | 8 | 6 | 8 | 8 | 9 | 1 | 4 |
718,641 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 2 |
721,482 | 4 | 4 | 4 | 4 | 6 | 5 | 7 | 3 | 1 | 2 |
730,881 | 7 | 6 | 3 | 2 | 5 | 10 | 7 | 4 | 6 | 4 |
733,639 | 3 | 1 | 1 | 1 | 2 | ? | 3 | 1 | 1 | 2 |
733,639 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
733,823 | 5 | 4 | 6 | 10 | 2 | 10 | 4 | 1 | 1 | 4 |
740,492 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
743,348 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 3 | 1 | 2 |
752,904 | 10 | 1 | 1 | 1 | 2 | 10 | 5 | 4 | 1 | 4 |
756,136 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
760,001 | 8 | 10 | 3 | 2 | 6 | 4 | 3 | 10 | 1 | 4 |
760,239 | 10 | 4 | 6 | 4 | 5 | 10 | 7 | 1 | 1 | 4 |
76,389 | 10 | 4 | 7 | 2 | 2 | 8 | 6 | 1 | 1 | 4 |
764,974 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 2 | 2 |
770,066 | 5 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 2 |
785,208 | 5 | 4 | 6 | 6 | 4 | 10 | 4 | 3 | 1 | 4 |
785,615 | 8 | 6 | 7 | 3 | 3 | 10 | 3 | 4 | 2 | 4 |
792,744 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
797,327 | 6 | 5 | 5 | 8 | 4 | 10 | 3 | 4 | 1 | 4 |
798,429 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
704,097 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
806,423 | 8 | 5 | 5 | 5 | 2 | 10 | 4 | 3 | 1 | 4 |
809,912 | 10 | 3 | 3 | 1 | 2 | 10 | 7 | 6 | 1 | 4 |
810,104 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
814,265 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
814,911 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
822,829 | 7 | 6 | 4 | 8 | 10 | 10 | 9 | 5 | 3 | 4 |
826,923 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
830,690 | 5 | 2 | 2 | 2 | 3 | 1 | 1 | 3 | 1 | 2 |
831,268 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 2 |
832,226 | 3 | 4 | 4 | 10 | 5 | 1 | 3 | 3 | 1 | 4 |
832,567 | 4 | 2 | 3 | 5 | 3 | 8 | 7 | 6 | 1 | 4 |
836,433 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 |
837,082 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
846,832 | 3 | 4 | 5 | 3 | 7 | 3 | 4 | 6 | 1 | 2 |
850,831 | 2 | 7 | 10 | 10 | 7 | 10 | 4 | 9 | 4 | 4 |
855,524 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
857,774 | 4 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 1 | 2 |
859,164 | 5 | 3 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 4 |
859,350 | 8 | 10 | 10 | 7 | 10 | 10 | 7 | 3 | 8 | 4 |
866,325 | 8 | 10 | 5 | 3 | 8 | 4 | 4 | 10 | 3 | 4 |
873,549 | 10 | 3 | 5 | 4 | 3 | 7 | 3 | 5 | 3 | 4 |
877,291 | 6 | 10 | 10 | 10 | 10 | 10 | 8 | 10 | 10 | 4 |
877,943 | 3 | 10 | 3 | 10 | 6 | 10 | 5 | 1 | 4 | 4 |
888,169 | 3 | 2 | 2 | 1 | 4 | 3 | 2 | 1 | 1 | 2 |
888,523 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 2 |
896,404 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
897,172 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
95,719 | 6 | 10 | 10 | 10 | 8 | 10 | 7 | 10 | 7 | 4 |
160,296 | 5 | 8 | 8 | 10 | 5 | 10 | 8 | 10 | 3 | 4 |
342,245 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
428,598 | 1 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
492,561 | 4 | 3 | 2 | 1 | 3 | 1 | 2 | 1 | 1 | 2 |
493,452 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
493,452 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
521,441 | 5 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 2 |
560,680 | 3 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
636,437 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
640,712 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
654,244 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 |
657,753 | 3 | 1 | 1 | 4 | 3 | 1 | 2 | 2 | 1 | 2 |
685,977 | 5 | 3 | 4 | 1 | 4 | 1 | 3 | 1 | 1 | 2 |
805,448 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
846,423 | 10 | 6 | 3 | 6 | 4 | 10 | 7 | 8 | 4 | 4 |
1,002,504 | 3 | 2 | 2 | 2 | 2 | 1 | 3 | 2 | 1 | 2 |
1,022,257 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,026,122 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,071,084 | 3 | 3 | 2 | 2 | 3 | 1 | 1 | 2 | 3 | 2 |
1,080,233 | 7 | 6 | 6 | 3 | 2 | 10 | 7 | 1 | 1 | 4 |
1,114,570 | 5 | 3 | 3 | 2 | 3 | 1 | 3 | 1 | 1 | 2 |
1,114,570 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 2 |
1,116,715 | 5 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 2 |
1,131,411 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 2 |
1,151,734 | 10 | 8 | 7 | 4 | 3 | 10 | 7 | 9 | 1 | 4 |
1,156,017 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,158,247 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
1,158,405 | 1 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,168,278 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,176,187 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,196,263 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,196,475 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 2 |
1,206,314 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |