Table 3.
RMSE | MAPE (%) | MAE | |
---|---|---|---|
ARIMA | 0.139 | 48.23 | 0.130 |
SVM | 0.074 | 19.46 | 0.061 |
GBDT | 0.097 | 23.32 | 0.078 |
LSTM | 0.060 | 19.27 | 0.052 |
Bi-LSTM | 0.054 | 15.78 | 0.044 |
Bi-LSTM + Best Climate | 0.044 | 11.88 | 0.0377 |
RMSE | MAPE (%) | MAE | |
---|---|---|---|
ARIMA | 0.139 | 48.23 | 0.130 |
SVM | 0.074 | 19.46 | 0.061 |
GBDT | 0.097 | 23.32 | 0.078 |
LSTM | 0.060 | 19.27 | 0.052 |
Bi-LSTM | 0.054 | 15.78 | 0.044 |
Bi-LSTM + Best Climate | 0.044 | 11.88 | 0.0377 |