Cars — Hyperparameter Tuning Report
2026-05-11 05:09
Optimization History
Best value vs trial
Optimization timeline
Empirical distribution
Hyperparameter Importance
Importance table
| parameter | importance |
|---|---|
| learning_rate | 0.6020 |
| max_depth | 0.2864 |
| reg_alpha | 0.0311 |
| n_estimators | 0.0267 |
| colsample_bytree | 0.0221 |
| num_leaves | 0.0132 |
| min_child_samples | 8.85e-03 |
| subsample | 7.96e-03 |
| reg_lambda | 1.67e-03 |
Importance plot
Hyperparameter Importance
Importance table
| parameter | importance |
|---|---|
| learning_rate | 0.6020 |
| max_depth | 0.2864 |
| reg_alpha | 0.0311 |
| n_estimators | 0.0267 |
| colsample_bytree | 0.0221 |
| num_leaves | 0.0132 |
| min_child_samples | 8.85e-03 |
| subsample | 7.96e-03 |
| reg_lambda | 1.67e-03 |