Day | MAE (cm) | RMSE (cm) | ||||||
---|---|---|---|---|---|---|---|---|
LSTM | MLP | Linear | Baseline | LSTM | MLP | Linear | Baseline | |
First | 4.2 | 9.9 | 7.7 | 9.7 | 6.0 | 13.7 | 10.3 | 15.2 |
Second | 7.6 | 12.3 | 11.4 | 18.4 | 11.4 | 16.6 | 15.5 | 29.0 |
Third | 11.3 | 14.9 | 16.0 | 26.4 | 17.6 | 20.6 | 22.3 | 41.4 |
Fourth | 16.3 | 19.6 | 21.6 | 33.5 | 26.2 | 28.1 | 30.5 | 52.4 |
Fifth | 22.4 | 25.6 | 28.6 | 40.0 | 36.3 | 37.5 | 40.2 | 62.2 |
Sixth | 28.7 | 32.2 | 36.1 | 45.8 | 46.3 | 47.1 | 50.5 | 70.9 |
Seventh | 34.7 | 38.4 | 41.4 | 51.1 | 55.5 | 55.8 | 58.4 | 78.7 |
Day | R2 (−) | WI (−) | ||||||
---|---|---|---|---|---|---|---|---|
LSTM | MLP | Linear | Baseline | LSTM | MLP | Linear | Baseline | |
First | 0.9987 | 0.9935 | 0.9963 | 0.9920 | 0.9988 | 0.9937 | 0.9964 | 0.9920 |
Second | 0.9955 | 0.9906 | 0.9918 | 0.9709 | 0.9956 | 0.9907 | 0.9919 | 0.9711 |
Third | 0.9893 | 0.9854 | 0.9829 | 0.9408 | 0.9894 | 0.9854 | 0.9828 | 0.9410 |
Fourth | 0.9763 | 0.9728 | 0.9680 | 0.9051 | 0.9765 | 0.9725 | 0.9676 | 0.9056 |
Fifth | 0.9545 | 0.9516 | 0.9443 | 0.8666 | 0.9543 | 0.9496 | 0.9419 | 0.8672 |
Sixth | 0.9260 | 0.9233 | 0.9122 | 0.8268 | 0.9243 | 0.9172 | 0.9061 | 0.8276 |
Seventh | 0.8937 | 0.8925 | 0.8824 | 0.7865 | 0.8889 | 0.8790 | 0.8693 | 0.7874 |