Cars — Hyperparameter Tuning Report
2026-09-07 05:13
Optimization History
Best value vs trial
Optimization timeline
Empirical distribution
Hyperparameter Importance
Importance table
| parameter | importance |
|---|---|
| learning_rate | 0.4191 |
| n_estimators | 0.2263 |
| max_depth | 0.1973 |
| colsample_bytree | 0.0514 |
| subsample | 0.0374 |
| num_leaves | 0.0294 |
| min_child_samples | 0.0283 |
| reg_alpha | 7.77e-03 |
| reg_lambda | 3.20e-03 |
Importance plot
Hyperparameter Importance
Importance table
| parameter | importance |
|---|---|
| learning_rate | 0.4191 |
| n_estimators | 0.2263 |
| max_depth | 0.1973 |
| colsample_bytree | 0.0514 |
| subsample | 0.0374 |
| num_leaves | 0.0294 |
| min_child_samples | 0.0283 |
| reg_alpha | 7.77e-03 |
| reg_lambda | 3.20e-03 |