Initial

Function

Ratio

RMSE

MAE

MAPE (%)

R2

PS/ Obs/Sec

TT/Sec

Box Constraint

Epsilon

Kernel Scale

SVM

Linear

Training

2.7518e+09

4.9032e+08

4.66

0.99

16,000

9.2809

0.65599

7.4244e+09

1

Testing

4.5009e+08

4.1967e+08

5.58

0.95

Optimizable Q-SVM

Kernel

Training

1.565e+08

2.5157e+08

5.80

1.00

21,000

289.47

0.83523

7.4245e+09

0.075844

Testing

1.4713e+08

2.483e+08

6.17

1.00