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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,143 @@ | ||
| name: h2o__H2OXGBoostEstimator | ||
| version: 1.0.0 | ||
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| compatibility: | ||
| lightgbm: | ||
| max_version: | ||
| min_version: 3.44.0.1 | ||
| docs_url: https://docs.h2o.ai/h2o/latest-stable/h2o-py/docs/modeling.html#h2oxgboostestimator | ||
|
|
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| parameters: | ||
| - name: auc_type | ||
| value_attr: auc_type | ||
| - name: backend | ||
| value_attr: backend | ||
| - name: booster | ||
| value_attr: booster | ||
| - name: build_tree_one_node | ||
| value_attr: build_tree_one_node | ||
| - name: calibrate_model | ||
| value_attr: calibrate_model | ||
| - name: calibration_method | ||
| value_attr: calibration_method | ||
| - name: categorical_encoding | ||
| value_attr: categorical_encoding | ||
| - name: col_sample_rate | ||
| value_attr: col_sample_rate | ||
| - name: col_sample_rate_per_tree | ||
| value_attr: col_sample_rate_per_tree | ||
| - name: colsample_bylevel | ||
| value_attr: colsample_bylevel | ||
| - name: colsample_bynode | ||
| value_attr: colsample_bynode | ||
| - name: colsample_bytree | ||
| value_attr: colsample_bytree | ||
| - name: distribution | ||
| value_attr: distribution | ||
| - name: dmatrix_type | ||
| value_attr: dmatrix_type | ||
| - name: eta | ||
| value_attr: eta | ||
| - name: eval_metric | ||
| value_attr: eval_metric | ||
| - name: export_checkpoints_dir | ||
| value_attr: export_checkpoints_dir | ||
| - name: fold_assignment | ||
| value_attr: fold_assignment | ||
| - name: fold_column | ||
| value_attr: fold_column | ||
| - name: gainslift_bins | ||
| value_attr: gainslift_bins | ||
| - name: gamma | ||
| value_attr: gamma | ||
| - name: gpu_id | ||
| value_attr: gpu_id | ||
| - name: grow_policy | ||
| value_attr: grow_policy | ||
| - name: ignore_const_cols | ||
| value_attr: ignore_const_cols | ||
| - name: ignored_columns | ||
| value_attr: ignored_columns | ||
| - name: interaction_constraints | ||
| value_attr: interaction_constraints | ||
| - name: keep_cross_validation_fold_assignment | ||
| value_attr: keep_cross_validation_fold_assignment | ||
| - name: keep_cross_validation_models | ||
| value_attr: keep_cross_validation_models | ||
| - name: keep_cross_validation_predictions | ||
| value_attr: keep_cross_validation_predictions | ||
| - name: learn_rate | ||
| value_attr: learn_rate | ||
| - name: max_abs_leafnode_pred | ||
| value_attr: max_abs_leafnode_pred | ||
| - name: max_bins | ||
| value_attr: max_bins | ||
| - name: max_delta_step | ||
| value_attr: max_delta_step | ||
| - name: max_depth | ||
| value_attr: max_depth | ||
| - name: max_leaves | ||
| value_attr: max_leaves | ||
| - name: max_runtime_secs | ||
| value_attr: max_runtime_secs | ||
| - name: min_child_weight | ||
| value_attr: min_child_weight | ||
| - name: min_rows | ||
| value_attr: min_rows | ||
| - name: monotone_constraints | ||
| value_attr: monotone_constraints | ||
| - name: nfolds | ||
| value_attr: nfolds | ||
| - name: normalize_type | ||
| value_attr: normalize_type | ||
| - name: nthread | ||
| value_attr: nthread | ||
| - name: ntrees | ||
| value_attr: ntrees | ||
| - name: offset_column | ||
| value_attr: offset_column | ||
| - name: one_drop | ||
| value_attr: one_drop | ||
| - name: parallelize_cross_validation | ||
| value_attr: parallelize_cross_validation | ||
| - name: quiet_mode | ||
| value_attr: quiet_mode | ||
| - name: rate_drop | ||
| value_attr: rate_drop | ||
| - name: reg_alpha | ||
| value_attr: reg_alpha | ||
| - name: reg_lambda | ||
| value_attr: reg_lambda | ||
| - name: response_column | ||
| value_attr: response_column | ||
| - name: sample_rate | ||
| value_attr: sample_rate | ||
| - name: sample_type | ||
| value_attr: sample_type | ||
| - name: save_matrix_directory | ||
| value_attr: save_matrix_directory | ||
| - name: scale_pos_weight | ||
| value_attr: scale_pos_weight | ||
| - name: score_each_iteration | ||
| value_attr: score_each_iteration | ||
| - name: score_eval_metric_only | ||
| value_attr: score_eval_metric_only | ||
| - name: score_tree_interval | ||
| value_attr: score_tree_interval | ||
| - name: seed | ||
| value_attr: seed | ||
| - name: skip_drop | ||
| value_attr: skip_drop | ||
| - name: stopping_metric | ||
| value_attr: stopping_metric | ||
| - name: stopping_rounds | ||
| value_attr: stopping_rounds | ||
| - name: stopping_tolerance | ||
| value_attr: stopping_tolerance | ||
| - name: subsample | ||
| value_attr: subsample | ||
| - name: tree_method | ||
| value_attr: tree_method | ||
| - name: tweedie_power | ||
| value_attr: tweedie_power | ||
| - name: weights_column |
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