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| Hyperparameter | Value |
|---|---|
| objective | binary:logistic |
| use_label_encoder | |
| base_score | 0.5 |
| booster | gbtree |
| callbacks | |
| colsample_bylevel | 1 |
| colsample_bynode | 1 |
| colsample_bytree | 1 |
| early_stopping_rounds | |
| enable_categorical | False |
| eval_metric | logloss |
| feature_types | |
| gamma | 3 |
| gpu_id | -1 |
| grow_policy | depthwise |
| importance_type | |
| interaction_constraints | |
| learning_rate | 0.1 |
| max_bin | 256 |
| max_cat_threshold | 64 |
| max_cat_to_onehot | 4 |
| max_delta_step | 0 |
| max_depth | 6 |
| max_leaves | 0 |
| min_child_weight | 1 |
| missing | nan |
| monotone_constraints | () |
| n_estimators | 250 |
| n_jobs | 0 |
| num_parallel_tree | 1 |
| predictor | auto |
| random_state | 1 |
| reg_alpha | 0 |
| reg_lambda | 1 |
| sampling_method | uniform |
| scale_pos_weight | 10 |
| subsample | 0.8 |
| tree_method | exact |
| validate_parameters | 1 |
| verbosity |
[More Information Needed]