Cars — Hyperparameter Tuning Report
2026-06-29 05:12
Optimization History
Best value vs trial
Optimization timeline
Empirical distribution
Hyperparameter Importance
Importance table
| parameter | importance |
|---|---|
| learning_rate | 0.7435 |
| max_depth | 0.1772 |
| n_estimators | 0.0417 |
| num_leaves | 0.0171 |
| subsample | 8.71e-03 |
| colsample_bytree | 5.18e-03 |
| reg_alpha | 3.35e-03 |
| min_child_samples | 2.05e-03 |
| reg_lambda | 1.31e-03 |
Importance plot
Hyperparameter Importance
Importance table
| parameter | importance |
|---|---|
| learning_rate | 0.7435 |
| max_depth | 0.1772 |
| n_estimators | 0.0417 |
| num_leaves | 0.0171 |
| subsample | 8.71e-03 |
| colsample_bytree | 5.18e-03 |
| reg_alpha | 3.35e-03 |
| min_child_samples | 2.05e-03 |
| reg_lambda | 1.31e-03 |