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H2OGeneralizedLinearEstimator schema
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rubicon_ml/schema/schema/h2o__H2OGeneralizedLinearEstimator.yaml
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| name: h2o__H2OGeneralizedLinearEstimator | ||
| 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#h2ogeneralizedlinearestimator | ||
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| parameters: | ||
| - name: alpha | ||
| value_attr: alpha | ||
| - name: auc_type | ||
| value_attr: auc_type | ||
| - name: balance_classes | ||
| value_attr: balance_classes | ||
| - name: beta_constraints | ||
| value_attr: beta_constraints | ||
| - name: beta_epsilon | ||
| value_attr: beta_epsilon | ||
| - name: build_null_model | ||
| value_attr: build_null_model | ||
| - name: calc_like | ||
| value_attr: calc_like | ||
| - name: class_sampling_factors | ||
| value_attr: class_sampling_factors | ||
| - name: cold_start | ||
| value_attr: cold_start | ||
| - name: compute_p_values | ||
| value_attr: compute_p_values | ||
| - name: custom_metric_func | ||
| value_attr: custom_metric_func | ||
| - name: dispersion_epsilon | ||
| value_attr: dispersion_epsilon | ||
| - name: dispersion_learning_rate | ||
| value_attr: dispersion_learning_rate | ||
| - name: dispersion_parameter_method | ||
| value_attr: dispersion_parameter_method | ||
| - name: early_stopping | ||
| value_attr: early_stopping | ||
| - name: export_checkpoints_dir | ||
| value_attr: export_checkpoints_dir | ||
| - name: family | ||
| value_attr: family | ||
| - name: fix_dispersion_parameter | ||
| value_attr: fix_dispersion_parameter | ||
| - name: fix_tweedie_variance_power | ||
| value_attr: fix_tweedie_variance_power | ||
| - name: fold_assignment | ||
| value_attr: fold_assignment | ||
| - name: fold_column | ||
| value_attr: fold_column | ||
| - name: gainslift_bins | ||
| value_attr: gainslift_bins | ||
| - name: generate_scoring_history | ||
| value_attr: generate_scoring_history | ||
| - name: generate_variable_inflation_factors | ||
| value_attr: generate_variable_inflation_factors | ||
| - name: gradient_epsilon | ||
| value_attr: gradient_epsilon | ||
| - name: HGLM | ||
| value_attr: HGLM | ||
| - name: ignore_const_cols | ||
| value_attr: ignore_const_cols | ||
| - name: ignored_columns | ||
| value_attr: ignored_columns | ||
| - name: influence | ||
| value_attr: influence | ||
| - name: init_dispersion_parameter | ||
| value_attr: init_dispersion_parameter | ||
| - name: interaction_pairs | ||
| value_attr: interaction_pairs | ||
| - name: interactions | ||
| value_attr: interactions | ||
| - name: intercept | ||
| value_attr: intercept | ||
| - 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: lambda_ | ||
| value_attr: lambda_ | ||
| - name: lambda_min_ratio | ||
| value_attr: lambda_min_ratio | ||
| - name: lambda_search | ||
| value_attr: lambda_search | ||
| - name: link | ||
| value_attr: link | ||
| - name: max_active_predictors | ||
| value_attr: max_active_predictors | ||
| - name: max_after_balance_size | ||
| value_attr: max_after_balance_size | ||
| - name: max_confusion_matrix_size | ||
| value_attr: max_confusion_matrix_size | ||
| - name: max_iterations | ||
| value_attr: max_iterations | ||
| - name: max_iterations_dispersion | ||
| value_attr: max_iterations_dispersion | ||
| - name: max_runtime_secs | ||
| value_attr: max_runtime_secs | ||
| - name: missing_values_handling | ||
| value_attr: missing_values_handling | ||
| - name: nfolds | ||
| value_attr: nfolds | ||
| - name: nlambdas | ||
| value_attr: nlambdas | ||
| - name: non_negative | ||
| value_attr: non_negative | ||
| - name: obj_reg | ||
| value_attr: obj_reg | ||
| - name: objective_epsilon | ||
| value_attr: objective_epsilon | ||
| - name: offset_column | ||
| value_attr: offset_column | ||
| - name: prior | ||
| value_attr: prior | ||
| - name: rand_family | ||
| value_attr: rand_family | ||
| - name: rand_link | ||
| value_attr: rand_link | ||
| - name: random_columns | ||
| value_attr: random_columns | ||
| - name: remove_collinear_columns | ||
| value_attr: remove_collinear_columns | ||
| - name: response_column | ||
| value_attr: response_column | ||
| - name: score_each_iteration | ||
| value_attr: score_each_iteration | ||
| - name: score_iteration_interval | ||
| value_attr: score_iteration_interval | ||
| - name: seed | ||
| value_attr: seed | ||
| - name: solver | ||
| value_attr: solver | ||
| - name: standardize | ||
| value_attr: standardize | ||
| - name: startval | ||
| value_attr: startval | ||
| - name: stopping_metric | ||
| value_attr: stopping_metric | ||
| - name: stopping_rounds | ||
| value_attr: stopping_rounds | ||
| - name: stopping_tolerance | ||
| value_attr: stopping_tolerance | ||
| - name: theta | ||
| value_attr: theta | ||
| - name: tweedie_epsilon | ||
| value_attr: tweedie_epsilon | ||
| - name: tweedie_link_power | ||
| value_attr: tweedie_link_power | ||
| - name: tweedie_variance_power | ||
| value_attr: tweedie_variance_power | ||
| - name: weights_column | ||
| value_attr: weights_column |
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