Table 1 The final result of the quality evaluation of the forecast ensembling methods
From: The method of residual-based bootstrap averaging of the forecast ensemble
Method | RMSE (the smaller the better) | Confidence interval (the smaller the better) | Forecast accuracy (the higher the better) (%) |
|---|---|---|---|
Bayes optimal classifier | 0.040325645 | 0.024994094 | 94.27 |
Bootstrap aggregating | 0.042994277 | 0.026648129 | 93.89 |
Adaptive boosting | 0.039093313 | 0.024230286 | 94.44 |
RBBA | 0.026864154 | 0.016650575 | 96.18 |