Prediction models

Performance measures

MAPE (%)

MAE

MSE

rRMSE (%)

PCA-ICA-SVR

6.10

0.0610

8907.89

17.50

PCA-SVR

8.00

0.0800

12,200.47

56.22

ICA-SVR

6.67

0.0667

9155.54

78.69

Single SVR

7.44

0.0744

11,675.15

52.66