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Number of the best average classification performances achieved by each classifier under various α values for each dataset.
| Dataset/Classifier | NB | DT | SVM | k-NN |
|---|---|---|---|---|
| Colon tumor | 0 | 1 | 0 | 6 |
| Cns tumor | 0 | 1 | 1 | 5 |
| DLBCL | 4 | 0 | 0 | 3 |
| Leukemia 1 | 7 | 0 | 0 | 1 |
| Lung cancer | 4 | 0 | 3 | 0 |
| Prostate cancer | 1 | 0 | 2 | 4 |
| Breast cancer | 0 | 0 | 4 | 3 |
| Leukemia 2 | 7 | 0 | 0 | 0 |
| Total average | 2.875 | 0.25 | 1.25 | 2.75 |
The maximum numbers in each row are highlighted in boldface.
