Hyperparameter | LGBM | Hyperparameter | CATBOOST |
|
α (L1 Regularization) | 8.7767e−05 | Iterations | 968 | a |
λ (L2 Regularization) | 0.32674 | Learning Rate | 0.067166 |
|
Number of Leaves | 172 | Depth | 7 |
|
Feature Fraction | 0.67151 | L2 Leaf Reg | 6.5419 |
|
Bagging Fraction | 0.72909 | Random Strength | 0.00971 |
|
Bagging Frequency | 2 | Bagging Temperature | 2.5224 |
|
Min Child Samples | 13 | Od Wait | 39 | b |