Research Article
Breast Cancer Detection with Reduced Feature Set
Table 5
Criterion values of the ROC curves of
-NN, ANN, RBFNN, and SVM.
| Criterion | -NN | ANN | RBFNN | SVM | 1F | 30F | 1F | 30F | 1F | 30F | 1F | 30F |
| AUC | 0.880 | 0.911 | 0.879 | 0.956 | 0.881 | 0.877 | 0.879 | 0.945 | 95% CI | 0.86–0.92 | 0.89–0.94 | 0.85–0.91 | 0.94–0.98 | 0.85–0.91 | 0.85–0.91 | 0.85–0.91 | 0.92–0.97 |
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