Cars — Hyperparameter Tuning Report
2026-10-26 05:12
Optimization History
Best value vs trial
Optimization timeline
Empirical distribution
Hyperparameter Importance
Importance table
| parameter | importance |
|---|---|
| max_depth | 0.3048 |
| learning_rate | 0.2980 |
| reg_alpha | 0.1609 |
| n_estimators | 0.1137 |
| colsample_bytree | 0.0361 |
| subsample | 0.0248 |
| min_child_samples | 0.0219 |
| num_leaves | 0.0201 |
| reg_lambda | 0.0197 |
Importance plot
Hyperparameter Importance
Importance table
| parameter | importance |
|---|---|
| max_depth | 0.3048 |
| learning_rate | 0.2980 |
| reg_alpha | 0.1609 |
| n_estimators | 0.1137 |
| colsample_bytree | 0.0361 |
| subsample | 0.0248 |
| min_child_samples | 0.0219 |
| num_leaves | 0.0201 |
| reg_lambda | 0.0197 |