Table 8.
Model | Training | Testing | ||||
---|---|---|---|---|---|---|
MAE | RMSE | R2 | MAE | RMSE | R2 | |
LSTM-based DA-RNN |
779.2359 | 1015.8341 | 0.9993 | 954.3849 | 1342.0370 | 0.9156 |
GRU-based DA-RNN |
699.2269 | 932.7992 | 0.9994 | 909.3970 | 1134.3039 | 0.9130 |
Encoder-Decoder | 939.3892 | 1237.9832 | 0.8128 | 1049.2895 | 1689.3498 | 0.7496 |
SVR | 1437.604 | 2038.3557 | 0.6781 | 1704.4902 | 2368.9732 | 0.5810 |