Table 2 Hyperparameter tuning for the SRA-SVR model.
SRA-SVR hyperparameter | Parameter value | |||
---|---|---|---|---|
LHK | JP | GD | ET | |
C | 1000 | 1200 | 1230 | 1000 |
Epsilon | 100 | 150 | 100 | 130 |
Gamma | Scale | Scale | Scale | Scale |
Kernel | RBF | RBF | RBF | RBF |
Iteration count | 600 | 800 | 500 | 800 |
Convergence tolerance | 1*10− 7 | 1*10− 7 | 1*10− 7 | 1*10− 7 |