Table 1 Attributes of the dataset
From: Machine learning in medicine: a practical introduction
| Features | Outcome | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Instance | Sample | Cell | Cell | Epithelial | Bare | Bland | Normal | Class | |||
| No. | I.D. | Thickness | Size | Shape | Adhesion | Size | Nuclei | Chromatin | Nucleoli | Mitoses | (Diagnosis) |
| 1 | 1000025 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 |
| 2 | 1002945 | 5 | 4 | 4 | 5 | 7 | 10 | 3 | 2 | 1 | 2 |
| 3 | 1015425 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 2 |
| . | |||||||||||
| . | |||||||||||
| . | |||||||||||
| 699 | 897471 | 4 | 8 | 8 | 5 | 4 | 5 | 10 | 4 | 1 | 4 |