Classification Accuracy of iTLBO + RBFN Using Least Square Imputation without Feature Selection.
| Dataset | TLBO + RBFN | MLP | Simple Logistic | iTLBO + RBFN |
|---|---|---|---|---|
| Hepatitis | 88.4615 | 88.4615 | 85.8974 | 92.3077 |
| House-votes | 96.789 | 94.4954 | 94.0367 | 98.1651 |
| Mammographic | 81.4969 | 76.5073 | 82.5364 | 83.9917 |
| Horse Colic | 81.345 | 80.4348 | 82.0652 | 82.0652 |
| Wisconsin | 95.1429 | 94.5714 | 92.8571 | 96.2857 |
| Diabetes | 71.0938 | 70.5729 | 70.8333 | 74.2188 |
| Post-operative | 66.6667 | 64.4444 | 64.4444 | 75.5556 |
| Dataset | TLBO + RBFN | MLP | Simple Logistic | iTLBO + RBFN |
|---|---|---|---|---|
| Hepatitis | 88.4615 | 88.4615 | 85.8974 | 92.3077 |
| House-votes | 96.789 | 94.4954 | 94.0367 | 98.1651 |
| Mammographic | 81.4969 | 76.5073 | 82.5364 | 83.9917 |
| Horse Colic | 81.345 | 80.4348 | 82.0652 | 82.0652 |
| Wisconsin | 95.1429 | 94.5714 | 92.8571 | 96.2857 |
| Diabetes | 71.0938 | 70.5729 | 70.8333 | 74.2188 |
| Post-operative | 66.6667 | 64.4444 | 64.4444 | 75.5556 |
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