Models | No of Components | MAPE | RMSE | NMSE |
PKPCR | 4 | 3.52 | 33 | 0.294 |
GKPCR | 10 | 3.52 | 32 | 0.275 |
PKPLSR | 4 | 2.48 | 25 | 0.165 |
GKPLSR | 10 | 2.08 | 19 | 0.096 |
PCA-PSVR | 5 | 2.18 | 20 | 0.104 |
PCA-GSVR | 5 | 2.39 | 21 | 0.120 |
PKPCA-SVR | 4 | 2.56 | 24 | 0.149 |
GKPCA-SVR | 10 | 2.55 | 23 | 0.146 |