TABLE IV.
List of Hyperparameters Optimized for the ML Algorithms
| ML Algorithm | Hyperparameter(s) |
|---|---|
| SVM/SVR | Kernel Scale, C parameter |
| DT | Min. Leaf Size |
| k-NN | Num. of Neighbours, Distance Function |
| LD | Delta, Gamma |
| NB | Distribution Name, Width |
| EL | Method, Learning Rate, Minimum Leaf Size |