Prediction models

Performance measures

MAPE (%)

MAE

MSE

rRMSE (%)

PCA-ICA-SVR

5.30

0.0530

1822.75

11.66

PCA-SVR

6.65

0.0665

2740.14

21.76

ICA-SVR

6.26

0.0626

2403.27

59.42

Single SVR

6.19

0.0619

1474.24

64.36