Further Detail Analysis of TLBO + RBFN (Table 5).
| Dataset | TP Rate | FP Rate | Precision | Recall | F-Measure | Kappa Statistics |
|---|---|---|---|---|---|---|
| Hepatitis | 89.7 | 78.3 | 86.7 | 89.7 | 87.8 | 0.1545 |
| House-votes | 98.6 | 13 | 98.6 | 98.6 | 98.6 | 0.9705 |
| Mammographic | 78.3 | 27.3 | 77.9 | 78.3 | 77.9 | 0.5218 |
| Horse Colic | 85.9 | 18 | 85.8 | 85.9 | 85.7 | 0.6917 |
| Wisconsin | 95.1 | 4 | 95.2 | 95.1 | 95.2 | 90.15 |
| Diabetes | 73.4 | 34.5 | 72.8 | 73.4 | 72.7 | 0.405 |
| Post-operative | 66.7 | 56.7 | 62.8 | 66.7 | 61.7 | 0.1176 |
| Dataset | TP Rate | FP Rate | Precision | Recall | F-Measure | Kappa Statistics |
|---|---|---|---|---|---|---|
| Hepatitis | 89.7 | 78.3 | 86.7 | 89.7 | 87.8 | 0.1545 |
| House-votes | 98.6 | 13 | 98.6 | 98.6 | 98.6 | 0.9705 |
| Mammographic | 78.3 | 27.3 | 77.9 | 78.3 | 77.9 | 0.5218 |
| Horse Colic | 85.9 | 18 | 85.8 | 85.9 | 85.7 | 0.6917 |
| Wisconsin | 95.1 | 4 | 95.2 | 95.1 | 95.2 | 90.15 |
| Diabetes | 73.4 | 34.5 | 72.8 | 73.4 | 72.7 | 0.405 |
| Post-operative | 66.7 | 56.7 | 62.8 | 66.7 | 61.7 | 0.1176 |
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