Research Article
RMSE-ELM: Recursive Model Based Selective Ensemble of Extreme Learning Machines for Robustness Improvement
Table 2
MSE for UCI blended datasets (7 irrelevant variables).
| Data set | ELM | OP-ELM | GASEN-ELM | GASEN-BP | E-GASEN | RMSE-ELM |
| BH | 5.8564 | 4.9823 | 5.0543 | 4.7869 | 4.8822 | 4.7763 | Aba | 34.5586 | 31.4742 | 30.0193 | 29.5716 | 28.3969 | 26.0626 | RW | 0.4998 | 0.4946 | 0.4514 | 0.5412 | 0.4488 | 0.4374 | Wav | 0.3733 | 0.3412 | 0.3429 | 0.2671 | 0.3371 | 0.3276 |
|
|