Table 3.
Model | MAE | MSE | RMSE | R 2 (%) |
---|---|---|---|---|
ARIMA | 0.9601 ± 0.4270 | 1.6392 ± 1.0761 | 1.1958 ± 0.4820 | NA |
D-tree | 0.0772 ± 0.0170 | 0.0272 ± 0.0121 | 0.1346 ± 0.0318 | 99.49 ± 0.21 |
RF | 0.0607 ± 0.0144 | 0.0190 ± 0.0106 | 0.1076 ± 0.0287 | 99.63 ± 0.19 |
SVR | 0.0515 ± 0.0096 | 0.0138 ± 0.0072 | 0.0954 ± 0.0230 | 99.73 ± 0.13 |
LR | 0.0651 ± 0.0144 | 0.0226 ± 0.0088 | 0.1302 ± 0.0251 | 99.88 ± 0.03 |
GRU-DNN | 0.0498 ± 0.0353 | 0.0136 ± 0.0219 | 0.0934 ± 0.0738 | 99.74 ± 0.40 |