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
|
|---|---|---|---|---|---|---|---|---|---|---|
1,214,966 | 9 | 7 | 7 | 5 | 5 | 10 | 7 | 8 | 3 | 4 |
1,216,694 | 10 | 8 | 8 | 4 | 10 | 10 | 8 | 1 | 1 | 4 |
1,216,947 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,217,051 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,217,264 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,218,105 | 5 | 10 | 10 | 9 | 6 | 10 | 7 | 10 | 5 | 4 |
1,218,741 | 10 | 10 | 9 | 3 | 7 | 5 | 3 | 5 | 1 | 4 |
1,218,860 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 2 |
1,218,860 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 2 |
1,219,406 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 2 |
1,219,525 | 8 | 10 | 10 | 10 | 5 | 10 | 8 | 10 | 6 | 4 |
1,219,859 | 8 | 10 | 8 | 8 | 4 | 8 | 7 | 7 | 1 | 4 |
1,220,330 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,221,863 | 10 | 10 | 10 | 10 | 7 | 10 | 7 | 10 | 4 | 4 |
1,222,047 | 10 | 10 | 10 | 10 | 3 | 10 | 10 | 6 | 1 | 4 |
1,222,936 | 8 | 7 | 8 | 7 | 5 | 5 | 5 | 10 | 2 | 4 |
1,223,282 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,223,426 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,223,793 | 6 | 10 | 7 | 7 | 6 | 4 | 8 | 10 | 2 | 4 |
1,223,967 | 6 | 1 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,224,329 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 2 |
1,225,799 | 10 | 6 | 4 | 3 | 10 | 10 | 9 | 10 | 1 | 4 |
1,226,012 | 4 | 1 | 1 | 3 | 1 | 5 | 2 | 1 | 1 | 4 |
1,226,612 | 7 | 5 | 6 | 3 | 3 | 8 | 7 | 4 | 1 | 4 |
1,227,210 | 10 | 5 | 5 | 6 | 3 | 10 | 7 | 9 | 2 | 4 |
1,227,244 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,227,481 | 10 | 5 | 7 | 4 | 4 | 10 | 8 | 9 | 1 | 4 |
1,228,152 | 8 | 9 | 9 | 5 | 3 | 5 | 7 | 7 | 1 | 4 |
1,228,311 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 2 |
1,230,175 | 10 | 10 | 10 | 3 | 10 | 10 | 9 | 10 | 1 | 4 |
1,230,688 | 7 | 4 | 7 | 4 | 3 | 7 | 7 | 6 | 1 | 4 |
1,231,387 | 6 | 8 | 7 | 5 | 6 | 8 | 8 | 9 | 2 | 4 |
1,231,706 | 8 | 4 | 6 | 3 | 3 | 1 | 4 | 3 | 1 | 2 |
1,232,225 | 10 | 4 | 5 | 5 | 5 | 10 | 4 | 1 | 1 | 4 |
1,236,043 | 3 | 3 | 2 | 1 | 3 | 1 | 3 | 6 | 1 | 2 |
1,241,232 | 3 | 1 | 4 | 1 | 2 | ? | 3 | 1 | 1 | 2 |
1,241,559 | 10 | 8 | 8 | 2 | 8 | 10 | 4 | 8 | 10 | 4 |
1,241,679 | 9 | 8 | 8 | 5 | 6 | 2 | 4 | 10 | 4 | 4 |
1,242,364 | 8 | 10 | 10 | 8 | 6 | 9 | 3 | 10 | 10 | 4 |
1,243,256 | 10 | 4 | 3 | 2 | 3 | 10 | 5 | 3 | 2 | 4 |
1,270,479 | 5 | 1 | 3 | 3 | 2 | 2 | 2 | 3 | 1 | 2 |
1,276,091 | 3 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 2 |
1,277,018 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
128,059 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | 2 |
1,285,531 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
1,287,775 | 5 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 2 |
144,888 | 8 | 10 | 10 | 8 | 5 | 10 | 7 | 8 | 1 | 4 |
145,447 | 8 | 4 | 4 | 1 | 2 | 9 | 3 | 3 | 1 | 4 |
167,528 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 6 | 1 | 2 |
169,356 | 3 | 1 | 1 | 1 | 2 | ? | 3 | 1 | 1 | 2 |
183,913 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
191,250 | 10 | 4 | 4 | 10 | 2 | 10 | 5 | 3 | 3 | 4 |
1,017,023 | 6 | 3 | 3 | 5 | 3 | 10 | 3 | 5 | 3 | 2 |
1,100,524 | 6 | 10 | 10 | 2 | 8 | 10 | 7 | 3 | 3 | 4 |
1,116,116 | 9 | 10 | 10 | 1 | 10 | 8 | 3 | 3 | 1 | 4 |
1,168,736 | 5 | 6 | 6 | 2 | 4 | 10 | 3 | 6 | 1 | 4 |
1,182,404 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
1,182,404 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
1,198,641 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
242,970 | 5 | 7 | 7 | 1 | 5 | 8 | 3 | 4 | 1 | 2 |
255,644 | 10 | 5 | 8 | 10 | 3 | 10 | 5 | 1 | 3 | 4 |
263,538 | 5 | 10 | 10 | 6 | 10 | 10 | 10 | 6 | 5 | 4 |
274,137 | 8 | 8 | 9 | 4 | 5 | 10 | 7 | 8 | 1 | 4 |
303,213 | 10 | 4 | 4 | 10 | 6 | 10 | 5 | 5 | 1 | 4 |
314,428 | 7 | 9 | 4 | 10 | 10 | 3 | 5 | 3 | 3 | 4 |
1,182,404 | 5 | 1 | 4 | 1 | 2 | 1 | 3 | 2 | 1 | 2 |
1,198,641 | 10 | 10 | 6 | 3 | 3 | 10 | 4 | 3 | 2 | 4 |
320,675 | 3 | 3 | 5 | 2 | 3 | 10 | 7 | 1 | 1 | 4 |
324,427 | 10 | 8 | 8 | 2 | 3 | 4 | 8 | 7 | 8 | 4 |
385,103 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
390,840 | 8 | 4 | 7 | 1 | 3 | 10 | 3 | 9 | 2 | 4 |
411,453 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
320,675 | 3 | 3 | 5 | 2 | 3 | 10 | 7 | 1 | 1 | 4 |
428,903 | 7 | 2 | 4 | 1 | 3 | 4 | 3 | 3 | 1 | 4 |
431,495 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | 2 |
432,809 | 3 | 1 | 3 | 1 | 2 | ? | 2 | 1 | 1 | 2 |
434,518 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
452,264 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 |
456,282 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
476,903 | 10 | 5 | 7 | 3 | 3 | 7 | 3 | 3 | 8 | 4 |
486,283 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
486,662 | 2 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 2 |
488,173 | 1 | 4 | 3 | 10 | 4 | 10 | 5 | 6 | 1 | 4 |
492,268 | 10 | 4 | 6 | 1 | 2 | 10 | 5 | 3 | 1 | 4 |
508,234 | 7 | 4 | 5 | 10 | 2 | 10 | 3 | 8 | 2 | 4 |
527,363 | 8 | 10 | 10 | 10 | 8 | 10 | 10 | 7 | 3 | 4 |
529,329 | 10 | 10 | 10 | 10 | 10 | 10 | 4 | 10 | 10 | 4 |
535,331 | 3 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 2 |
543,558 | 6 | 1 | 3 | 1 | 4 | 5 | 5 | 10 | 1 | 4 |
555,977 | 5 | 6 | 6 | 8 | 6 | 10 | 4 | 10 | 4 | 4 |
560,680 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
561,477 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
563,649 | 8 | 8 | 8 | 1 | 2 | ? | 6 | 10 | 1 | 4 |
601,265 | 10 | 4 | 4 | 6 | 2 | 10 | 2 | 3 | 1 | 4 |
606,140 | 1 | 1 | 1 | 1 | 2 | ? | 2 | 1 | 1 | 2 |
606,722 | 5 | 5 | 7 | 8 | 6 | 10 | 7 | 4 | 1 | 4 |
616,240 | 5 | 3 | 4 | 3 | 4 | 5 | 4 | 7 | 1 | 2 |
61,634 | 5 | 4 | 3 | 1 | 2 | ? | 2 | 3 | 1 | 2 |
625,201 | 8 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 |
63,375 | 9 | 1 | 2 | 6 | 4 | 10 | 7 | 7 | 2 | 4 |