Research Article
RMSE-ELM: Recursive Model Based Selective Ensemble of Extreme Learning Machines for Robustness Improvement
Table 3
MSE for UCI blended datasets (10 irrelevant variables).
| Data set | ELM | OP-ELM | GASEN-ELM | GASEN-BP | E-GASEN | RMSE-ELM |
| BH | 6.3748 | 5.0672 | 5.7973 | 4.8495 | 5.6263 | 5.4462 | Aba | 34.7401 | 29.5260 | 29.7477 | 27.6825 | 27.5196 | 26.2389 | RW | 0.5069 | 0.4969 | 0.4613 | 0.5399 | 0.4512 | 0.4422 | Wav | 0.3750 | 0.3339 | 0.3489 | 0.2747 | 0.3449 | 0.3347 |
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