Table 1. Results of model comparison.
Index | Method | ||||
---|---|---|---|---|---|
ARIMA | STL+ARIMA | BP-ANN | LSTM | Stacking | |
RMSE | 13.176 | 14.543 | 9.571 | 7.208 | 6.810 |
MASE | 0.469 | 0.472 | 0.297 | 0.266 | 0.224 |
MAD | 6.403 | 7.658 | 5.871 | 5.691 | 4.625 |
Index | Method | ||||
---|---|---|---|---|---|
ARIMA | STL+ARIMA | BP-ANN | LSTM | Stacking | |
RMSE | 13.176 | 14.543 | 9.571 | 7.208 | 6.810 |
MASE | 0.469 | 0.472 | 0.297 | 0.266 | 0.224 |
MAD | 6.403 | 7.658 | 5.871 | 5.691 | 4.625 |