Table 6.
Performance analysis of the KNN classifier using HPO methods on the landslide dataset.
| Optimization Algorithm | Accuracy (%) | CT(s) |
|---|---|---|
| BO-GP | 0.90247 | 1.21 |
| BO-TPE | 0.89462 | 2.23 |
| PSO | 0.89462 | 1.65 |
| GA | 0.88194 | 2.43 |
| RS | 0.88194 | 6.41 |
| GS | 0.78925 | 7.68 |
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