Further Details Analysis of TLBO + RBFN (Table 2).
| Dataset | TP Rate | FP Rate | Precision | Recall | F-Measure | Kappa Statistics |
|---|---|---|---|---|---|---|
| Hepatitis | 88.5 | 19 | 88.3 | 88.5 | 88.2 | 0.7194 |
| House-votes | 96.8 | 2 | 96.9 | 96.8 | 96.68 | 0.9318 |
| Mammographic | 81.5 | 19 | 81.6 | 81.5 | 81.4 | 0.6272 |
| Horse Colic | 82.6 | 23 | 82.5 | 82.6 | 82.3 | 0.6151 |
| Wisconsin | 95.1 | 4 | 95.2 | 95.1 | 95.2 | 0.9015 |
| Diabetes | 71.1 | 37.6 | 70.4 | 71.1 | 0.7 | 0.3525 |
| Post-operative | 66.7 | 66.7 | 44.4 | 66.7 | 53.3 | 0 |
| Dataset | TP Rate | FP Rate | Precision | Recall | F-Measure | Kappa Statistics |
|---|---|---|---|---|---|---|
| Hepatitis | 88.5 | 19 | 88.3 | 88.5 | 88.2 | 0.7194 |
| House-votes | 96.8 | 2 | 96.9 | 96.8 | 96.68 | 0.9318 |
| Mammographic | 81.5 | 19 | 81.6 | 81.5 | 81.4 | 0.6272 |
| Horse Colic | 82.6 | 23 | 82.5 | 82.6 | 82.3 | 0.6151 |
| Wisconsin | 95.1 | 4 | 95.2 | 95.1 | 95.2 | 0.9015 |
| Diabetes | 71.1 | 37.6 | 70.4 | 71.1 | 0.7 | 0.3525 |
| Post-operative | 66.7 | 66.7 | 44.4 | 66.7 | 53.3 | 0 |
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