Further Detail Analysis of iTLBO + RBFN (Table 2).
| Dataset | TP Rate | FP Rate | Precision | Recall | F-Measure | Kappa Statistics |
|---|---|---|---|---|---|---|
| Hepatitis | 91.0 | 65.3 | 89.4 | 91.0 | 89.9 | 0.684 |
| House-votes | 98.6 | 1.7 | 98.6 | 98.6 | 98.6 | 0.9714 |
| Mammographic | 83.8 | 16.8 | 83.9 | 83.8 | 83.7 | 0.6728 |
| Horse Colic | 82.1 | 20.2 | 82.1 | 82.1 | 82.1 | 0.6163 |
| Wisconsin | 97.7 | 3.7 | 97.7 | 97.7 | 97.7 | 0.939 |
| Diabetes | 74.5 | 33.7 | 74.1 | 74.5 | 73.6 | 0.4292 |
| Post-operative | 75.6 | 75.6 | 57.1 | 75.6 | 65.0 | 0 |
| Dataset | TP Rate | FP Rate | Precision | Recall | F-Measure | Kappa |
|---|---|---|---|---|---|---|
| Hepatitis | 91.0 | 65.3 | 89.4 | 91.0 | 89.9 | 0.684 |
| House-votes | 98.6 | 1.7 | 98.6 | 98.6 | 98.6 | 0.9714 |
| Mammographic | 83.8 | 16.8 | 83.9 | 83.8 | 83.7 | 0.6728 |
| Horse Colic | 82.1 | 20.2 | 82.1 | 82.1 | 82.1 | 0.6163 |
| Wisconsin | 97.7 | 3.7 | 97.7 | 97.7 | 97.7 | 0.939 |
| Diabetes | 74.5 | 33.7 | 74.1 | 74.5 | 73.6 | 0.4292 |
| Post-operative | 75.6 | 75.6 | 57.1 | 75.6 | 65.0 | 0 |
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