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Comparison of the proposed model with other models using data set of case study-I.
| Baseline Model | RMSE | MAE | SMAPE |
|---|---|---|---|
| LSTM-SAE (Proposed) | 46.92 | 30.04 | 11.64 |
| DLSTM5 | 49.81 | 31.52 | 12.18 |
| AIS-RT (Presented in)43 | 62.98 | — | — |
| Reg Tree43 | 69.20 | — | — |
| Ensemble Regression Tree43 | 82.59 | — | — |
| Ridge Regression43 | 79.32 | — | — |
| Adaboost Regression43 | 102.46 | — | — |
| Gradient Boosting Regression43 | 312.69 | — | — |
| Random Forest Regression43 | 336.17 | — | — |
