Research Article
Breast Cancer Detection with Reduced Feature Set
Table 6
CPU time for classification.
| Classifier | Partitioning | IC (seconds) | 30 features (seconds) |
| -NN | 20% | 8.02 | 8.31 | 10-CV | 13.52 | 14.77 |
| ANN | 20% | 11.12 | 13.9 | 10-CV | 76.72 | 118.21 |
| RBFNN | 20% | 14.9 | 20.03 | 10-CV | 90.49 | 129.84 |
| SVM (poly) | 20% | 7.17 | 7.28 | 10-CV | 7.47 | 9.13 |
| SVM (RBF) | 20% | 9.02 | 43.30 | 10-CV | 10.72 | 19.05 |
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