Further Detail Analysis of iTLBO + RBFN (Table 5).
| Dataset | TP Rate | FP Rate | Precision | Recall | F-Measure | Kappa Statistics |
|---|---|---|---|---|---|---|
| Hepatitis | 92.3 | 15.0 | 92.5 | 92.5 | 92.1 | 0.81 |
| Housevotes | 99.1 | 1.0 | 99.1 | 99.1 | 99.1 | 0.98 |
| Mammographic | 83.8 | 16.0 | 83.9 | 83.8 | 83.8 | 0.67 |
| Horse Colic | 87.5 | 17.1 | 87.5 | 87.5 | 87.3 | 0.72 |
| Wisconsin | 99.1 | 0.003 | 99.2 | 99.1 | 99.1 | 0.98 |
| Diabetes | 81.8 | 25.8 | 81.5 | 81.8 | 81.6 | 0.57 |
| Post-operative | 75.6 | 75.6 | 57.1 | 75.6 | 65.0 | 0.00 |
| Dataset | TP Rate | FP Rate | Precision | Recall | F-Measure | Kappa Statistics |
|---|---|---|---|---|---|---|
| Hepatitis | 92.3 | 15.0 | 92.5 | 92.5 | 92.1 | 0.81 |
| Housevotes | 99.1 | 1.0 | 99.1 | 99.1 | 99.1 | 0.98 |
| Mammographic | 83.8 | 16.0 | 83.9 | 83.8 | 83.8 | 0.67 |
| Horse Colic | 87.5 | 17.1 | 87.5 | 87.5 | 87.3 | 0.72 |
| Wisconsin | 99.1 | 0.003 | 99.2 | 99.1 | 99.1 | 0.98 |
| Diabetes | 81.8 | 25.8 | 81.5 | 81.8 | 81.6 | 0.57 |
| Post-operative | 75.6 | 75.6 | 57.1 | 75.6 | 65.0 | 0.00 |
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