Table 9 Performance summary of the best-performing models.
Model | Phase | RMSE | MAE | R | MAPE | VAF | PI | NMBE | RSR |
|---|---|---|---|---|---|---|---|---|---|
UBC2 | TRN | 108.1510 | 82.7299 | 0.9874 | 0.1249 | 97.50 | 1.92 | 14.5440 | 0.1582 |
TST | 151.5102 | 106.2227 | 0.9710 | 0.1750 | 94.28 | 1.85 | 32.2802 | 0.2425 | |
UBC7 | TRN | 25.6781 | 17.5099 | 0.9993 | 0.0352 | 99.86 | 1.99 | 0.8199 | 0.0376 |
TST | 146.3963 | 105.7009 | 0.9727 | 0.1203 | 94.60 | 1.85 | 30.1379 | 0.2344 | |
UBC13 | TRN | 25.6781 | 17.5099 | 0.9993 | 0.0352 | 99.86 | 1.99 | 0.8199 | 0.0376 |
TST | 167.5186 | 122.4944 | 0.9645 | 0.2074 | 93.02 | 1.82 | 39.4620 | 0.2682 | |
UBC21 | TRN | 112.1352 | 84.9091 | 0.9865 | 0.1314 | 97.31 | 1.92 | 15.6354 | 0.1640 |
TST | 151.4918 | 106.5387 | 0.9710 | 0.1765 | 94.28 | 1.85 | 32.2724 | 0.2425 | |
UBC24 | TRN | 98.1573 | 75.8815 | 0.9896 | 0.1227 | 97.94 | 1.93 | 11.9803 | 0.1436 |
TST | 152.9782 | 108.4635 | 0.9703 | 0.1751 | 94.34 | 1.85 | 32.9088 | 0.2449 | |
UBC31 | TRN | 90.6936 | 67.5939 | 0.9912 | 0.1122 | 98.24 | 1.94 | 10.2277 | 0.1327 |
TST | 151.3293 | 109.6489 | 0.9713 | 0.1915 | 94.35 | 1.85 | 32.2032 | 0.2423 | |
UBC35 | TRN | 81.1175 | 63.0781 | 0.9929 | 0.1080 | 98.59 | 1.95 | 8.1819 | 0.1187 |
TST | 232.6279 | 170.8586 | 0.9367 | 0.3840 | 87.42 | 1.69 | 76.0986 | 0.3724 |
