| Model,Criterion,0.05,0.10,without | |
| AdaBoost,Dstat,0.44,0.47,0.58 | |
| AdaBoost,MAPE,8.94%,14.70%,5.24% | |
| AdaBoost,RMSE,0.50,0.74,0.30 | |
| AdaBoost_LR,Dstat,0.60,0.70,0.56 | |
| AdaBoost_LR,MAPE,10.28%,8.93%,4.75% | |
| AdaBoost_LR,RMSE,0.51,0.45,0.25 | |
| ET,Dstat,0.56,0.51,0.65 | |
| ET,MAPE,8.99%,14.15%,4.99% | |
| ET,RMSE,0.49,0.69,0.28 | |
| ET_AdaBoost_GBDT_Xgboost_RF_LR,Dstat,0.58,0.60,0.56 | |
| ET_AdaBoost_GBDT_Xgboost_RF_LR,MAPE,8.67%,9.65%,4.82% | |
| ET_AdaBoost_GBDT_Xgboost_RF_LR,RMSE,0.43,0.50,0.26 | |
| ET_LR,Dstat,0.58,0.72,0.56 | |
| ET_LR,MAPE,10.31%,8.27%,4.81% | |
| ET_LR,RMSE,0.51,0.42,0.26 | |
| GBDT,Dstat,0.53,0.58,0.60 | |
| GBDT,MAPE,12.13%,23.08%,5.39% | |
| GBDT,RMSE,0.63,1.05,0.30 | |
| GBDT_LR,Dstat,0.60,0.72,0.56 | |
| GBDT_LR,MAPE,10.49%,7.89%,4.75% | |
| GBDT_LR,RMSE,0.51,0.39,0.25 | |
| GRU,Dstat,0.56,0.53,0.56 | |
| GRU,MAPE,20.66%,20.60%,8.71% | |
| GRU,RMSE,0.95,0.95,0.46 | |
| LR,Dstat,0.56,0.70,0.56 | |
| LR,MAPE,10.07%,8.88%,4.69% | |
| LR,RMSE,0.50,0.45,0.25 | |
| LSTM,Dstat,0.53,0.53,0.56 | |
| LSTM,MAPE,20.36%,19.66%,8.13% | |
| LSTM,RMSE,0.94,0.91,0.43 | |
| MLP,Dstat,0.44,0.53,0.56 | |
| MLP,MAPE,23.90%,23.10%,4.58% | |
| MLP,RMSE,1.36,1.13,0.27 | |
| RF,Dstat,0.56,0.56,0.56 | |
| RF,MAPE,8.87%,14.70%,5.09% | |
| RF,RMSE,0.48,0.72,0.29 | |
| RF_LR,Dstat,0.56,0.70,0.56 | |
| RF_LR,MAPE,10.18%,9.16%,4.77% | |
| RF_LR,RMSE,0.50,0.46,0.25 | |
| SVR,Dstat,0.53,0.58,0.56 | |
| SVR,MAPE,12.85%,17.86%,4.65% | |
| SVR,RMSE,0.65,0.90,0.25 | |
| XGB,Dstat,0.33,0.19,0.49 | |
| XGB,MAPE,10.38%,11.86%,5.41% | |
| XGB,RMSE,0.57,0.63,0.31 | |
| XGB_LR,Dstat,0.58,0.70,0.58 | |
| XGB_LR,MAPE,9.20%,10.81%,4.85% | |
| XGB_LR,RMSE,0.48,0.54,0.26 | |