Best Trial¶
:label: xgboost-best-trial
| Best Trial Performance | |
|---|---|
| Trial Number | 21 |
| Performance Score | 0.67470 |
| Start Time | 2023-11-17 23:02:38 |
| Completion Time | 2023-11-17 23:08:38 |
| Execution Duration | 5:59.99 (minutes:seconds) |
| Trial ID | 122 |
Best Parameters¶
:label: xgboost-best-parameters
| Optimized Hyperparameters | |
|---|---|
| eval_metric | error@0.5 |
| learning_rate | 0.03 |
| n_estimators | 250 |
| max_depth | 4 |
| min_child_weight | 8 |
| gamma | 0.2 |
| subsample | 1.0 |
| colsample_bytree | 0.8 |
| reg_alpha | 0.2 |
| reg_lambda | 2 |
| train_size | 2 |
Embedded Visualizations¶
Parameter Importances¶
Slice Plot¶
Parallel Coordinates Plot¶
Rank Plot¶
Contour Plot¶
EDF Plot¶
Optimization History¶
