# firing_rate_347.py output: suite at 6366b73 (develop), 2026-10-13, H-0121 amendment 2 value rule
# columns: kind (dim = a category: smart dimension validate_tuning_dimensions saw; expand = a num_leaves_ratio edge expand_dims expanded), nodeid, dim, reasons (empty = not refused / not past 1.0)
# dim rows: 443, flagged 3 (test_smart_dimension_collisions.py: c5 and c5b use balanced=True on regression; c5c uses num_leaves_ratio -1..1); expand rows: 0 (no num_leaves_ratio expansion in the suite)
# suite: 11151 passed, 230 skipped, 21 deselected, 4 xfailed (run-exclusive fr347, exit 0)
# wiring positive control: firing_rate_347_posctl.py run with the plugin flags one dim row and one expand row (section at the end)
dim	tests/test_codegen/test_negative_controls.py::test_amendment_1_record_ignored	balanced	
dim	tests/test_config/test_knob_reachability.py::test_config_value_reaches_the_constructor[BetaCalibrator.params-0]	num_leaves_ratio	
dim	tests/test_config/test_knob_reachability.py::test_config_value_reaches_the_constructor[BetaCalibrator.params-0]	min_data_in_leaf_ratio	
dim	tests/test_config/test_knob_reachability.py::test_config_value_reaches_the_constructor[BetaCalibrator.params-0]	num_leaves_ratio	
dim	tests/test_config/test_knob_reachability.py::test_config_value_reaches_the_constructor[BetaCalibrator.params-0]	min_data_in_leaf_ratio	
dim	tests/test_config/test_knob_reachability.py::test_api_rows_reach_the_constructor	num_leaves_ratio	
dim	tests/test_config/test_knob_reachability.py::test_api_rows_reach_the_constructor	min_data_in_leaf_ratio	
dim	tests/test_core/test_facade_orchestration.py::TestMergeParamsPriority::test_tune_overrides_config	num_leaves_ratio	
dim	tests/test_core/test_facade_orchestration.py::TestMergeParamsPriority::test_tune_overrides_config	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_tuned_early_stopping_setting_reaches_the_conflict_gate	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_tuned_early_stopping_setting_reaches_the_conflict_gate	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_two_search_dimensions_of_different_parameters_are_accepted	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_two_search_dimensions_of_different_parameters_are_accepted	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_trial_overlay_seam_sends_one_spelling	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_trial_overlay_seam_sends_one_spelling	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_report_and_the_export_describe_the_fit_that_happened[tune_then_fit-2-0.45]	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_report_and_the_export_describe_the_fit_that_happened[tune_then_fit-2-0.45]	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_report_and_the_export_describe_the_fit_that_happened[fit_then_tune-7-0.2]	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_report_and_the_export_describe_the_fit_that_happened[fit_then_tune-7-0.2]	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_rejected_fit_leaves_the_retained_model_describing_itself[refused_by_a_gate]	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_rejected_fit_leaves_the_retained_model_describing_itself[refused_by_a_gate]	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_rejected_fit_leaves_the_retained_model_describing_itself[raised_mid_training]	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_rejected_fit_leaves_the_retained_model_describing_itself[raised_mid_training]	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_failed_tune_leaves_the_diagnostics_data_alone	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_failed_tune_leaves_the_diagnostics_data_alone	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_later_tune_does_not_rewrite_what_the_fitted_model_reports	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_later_tune_does_not_rewrite_what_the_fitted_model_reports	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_loaded_model_reports_the_patience_its_adapters_carry	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_a_loaded_model_reports_the_patience_its_adapters_carry	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_tuned_ratio_is_the_one_the_trainer_builds_its_inner_valid_from	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_tuned_ratio_is_the_one_the_trainer_builds_its_inner_valid_from	min_data_in_leaf_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_generated_project_trains_at_the_patience_the_run_used	num_leaves_ratio	
dim	tests/test_core/test_fit_params_override.py::test_the_generated_project_trains_at_the_patience_the_run_used	min_data_in_leaf_ratio	
dim	tests/test_core/test_mixin_state_isolation.py::TestTuningStateContract::test_is_frozen	min_data_in_leaf_ratio	
dim	tests/test_core/test_mixin_state_isolation.py::TestTuningStateContract::test_populated_after_tune	min_data_in_leaf_ratio	
dim	tests/test_core/test_mixin_state_isolation.py::TestTuningStateContract::test_works_before_fit_after_tune	min_data_in_leaf_ratio	
dim	tests/test_core/test_mixin_state_isolation.py::TestMixinMethodsAfterMigration::test_tuning_table_after_tune_only	min_data_in_leaf_ratio	
dim	tests/test_core/test_train_components.py::TestFitUsesTrainComponents::test_fit_after_tune_uses_best_params	num_leaves_ratio	
dim	tests/test_core/test_train_components.py::TestFitUsesTrainComponents::test_fit_after_tune_uses_best_params	min_data_in_leaf_ratio	
dim	tests/test_e2e/test_pairwise.py::TestTuningThenCalibration::test_tune_then_fit_with_calibration	num_leaves_ratio	
dim	tests/test_e2e/test_pairwise.py::TestTuningThenCalibration::test_tune_then_fit_with_calibration	min_data_in_leaf_ratio	
dim	tests/test_e2e/test_string_target.py::TestStringTargetTunePath::test_tune_then_fit_then_predict_with_string_y	num_leaves_ratio	
dim	tests/test_e2e/test_string_target.py::TestStringTargetTunePath::test_tune_then_fit_then_predict_with_string_y	min_data_in_leaf_ratio	
dim	tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[mode]	num_leaves_ratio	
dim	tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[mode]	min_data_in_leaf_ratio	
dim	tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[nan]	num_leaves_ratio	
dim	tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[nan]	min_data_in_leaf_ratio	
dim	tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[error]	num_leaves_ratio	
dim	tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[error]	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_applied_training_params.py::test_recorded_values_keep_their_types[default_int_dimension]	num_leaves_ratio	
dim	tests/test_persistence/test_applied_training_params.py::test_recorded_values_keep_their_types[default_int_dimension]	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_h0120_records.py::test_a_later_fit_with_another_rule_replaces_the_record	balanced	
dim	tests/test_persistence/test_h0120_records.py::test_a_fit_after_load_replaces_the_record	balanced	
dim	tests/test_persistence/test_h0120_records.py::test_the_weight_record_survives_calls_that_do_not_replace_the_fit[known-tune]	balanced	
dim	tests/test_persistence/test_h0120_records.py::test_the_weight_record_survives_calls_that_do_not_replace_the_fit[unknown-tune]	balanced	
dim	tests/test_persistence/test_h0120_records.py::test_fit_then_tune_exports_the_rule_the_fit_used	balanced	
dim	tests/test_persistence/test_h0120_records.py::test_an_artifact_without_the_weight_record_derives_from_the_tuning_result[config-default-tuned-false]	balanced	
dim	tests/test_persistence/test_h0120_records.py::test_an_artifact_without_the_weight_record_derives_from_the_tuning_result[config-false-tuned-true]	balanced	
dim	tests/test_persistence/test_h0120_records.py::test_the_declared_record_survives_calls_that_do_not_replace_the_fit[tune]	balanced	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	num_leaves_ratio	
dim	tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_tuning_persistence.py::test_tuning_block_written_to_metadata	num_leaves_ratio	
dim	tests/test_persistence/test_tuning_persistence.py::test_tuning_block_written_to_metadata	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_tuning_persistence.py::test_load_restores_tuning_result	num_leaves_ratio	
dim	tests/test_persistence/test_tuning_persistence.py::test_load_restores_tuning_result	min_data_in_leaf_ratio	
dim	tests/test_persistence/test_tuning_persistence.py::test_refit_after_load_reproduces_tuned_params	num_leaves_ratio	
dim	tests/test_persistence/test_tuning_persistence.py::test_refit_after_load_reproduces_tuned_params	min_data_in_leaf_ratio	
dim	tests/test_plots/test_theme.py::TestThemeAppliedToAllPlots::test_every_public_plot_figure_passes_through_the_helper	num_leaves_ratio	
dim	tests/test_plots/test_theme.py::TestThemeAppliedToAllPlots::test_every_public_plot_figure_passes_through_the_helper	min_data_in_leaf_ratio	
dim	tests/test_plots/test_tuning_plot.py::TestTuningPlotE2E::test_returns_figure_after_tune	min_data_in_leaf_ratio	
dim	tests/test_splitters/test_purged_embargo_merge.py::test_tune_with_embargo_matches_the_merged_purge_gap	num_leaves_ratio	
dim	tests/test_splitters/test_purged_embargo_merge.py::test_tune_with_embargo_matches_the_merged_purge_gap	min_data_in_leaf_ratio	
dim	tests/test_splitters/test_purged_embargo_merge.py::test_tune_with_embargo_matches_the_merged_purge_gap	num_leaves_ratio	
dim	tests/test_splitters/test_purged_embargo_merge.py::test_tune_with_embargo_matches_the_merged_purge_gap	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_default_space.py::TestDefaultSpaceE2E::test_empty_space_uses_default	num_leaves_ratio	
dim	tests/test_tuning/test_default_space.py::TestDefaultSpaceE2E::test_empty_space_uses_default	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[fc]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[fc]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_contri]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_contri]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_contrib]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_contrib]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_penalty]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_penalty]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_pre_filter]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_pre_filter]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[fp]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[fp]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[max_leaf]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[max_leaf]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[max_leaf_nodes]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[max_leaf_nodes]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[max_leaves]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[max_leaves]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_child_samples]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_child_samples]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_data]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_data]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_data_in_bin]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_data_in_bin]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_data_in_leaf]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_data_in_leaf]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_data_per_leaf]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_data_per_leaf]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_samples_leaf]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[min_samples_leaf]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[num_leaf]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[num_leaf]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[num_leaves]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[num_leaves]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[scale_pos_weight]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[scale_pos_weight]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_unconsumed_training_dimension_refused[seed]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_unconsumed_training_dimension_refused[seed]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_unconsumed_training_dimension_refused[n_jobs]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_unconsumed_training_dimension_refused[n_jobs]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_unconsumed_training_dimension_refused[unknown_setting]	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_unconsumed_training_dimension_refused[unknown_setting]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_native_leaf_dimension_reaches_training_with_owner_disabled	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_search_dimension_cannot_activate_conflicting_smart_owner	num_leaves_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_search_dimension_cannot_activate_conflicting_smart_owner	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_dimension_consumption.py::test_search_dimension_cannot_activate_conflicting_smart_owner	auto_num_leaves	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-huber]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-huber]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-mae]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-mae]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-mape]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-mape]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-r2]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-r2]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-rmse]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-rmse]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-rmsle]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-rmsle]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-smape]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-smape]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-wape]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[regression-wape]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-accuracy]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-accuracy]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-auc]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-auc]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-auc_pr]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-auc_pr]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-brier]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-brier]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-ece]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-ece]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-f1]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-f1]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-logloss]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-logloss]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-precision_at_k]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[binary-precision_at_k]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-accuracy]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-accuracy]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-auc]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-auc]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-auc_pr]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-auc_pr]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-brier]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-brier]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-f1]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-f1]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-logloss]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_inferred_direction_selects_correct_extremum[multiclass-logloss]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_default_metric_direction_and_dump_round_trip[regression]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_default_metric_direction_and_dump_round_trip[regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_default_metric_direction_and_dump_round_trip[binary]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_default_metric_direction_and_dump_round_trip[binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_default_metric_direction_and_dump_round_trip[multiclass]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_default_metric_direction_and_dump_round_trip[multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_parameterized_metric_round_trip_and_matching_direction[None]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_parameterized_metric_round_trip_and_matching_direction[None]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_parameterized_metric_round_trip_and_matching_direction[maximize]	num_leaves_ratio	
dim	tests/test_tuning/test_direction_reconciliation.py::test_parameterized_metric_round_trip_and_matching_direction[maximize]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_expansion_never_narrows.py::test_user_range_below_bound_is_not_inverted	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_expansion_never_narrows.py::test_user_range_below_bound_is_not_inverted	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_restore_tuning.py::test_restore_commits_the_tune_state[merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_restore_tuning.py::test_restore_commits_the_tune_state[merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_restore_tuning.py::test_fit_after_restore_uses_best_and_fixed	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_restore_tuning.py::test_fit_after_restore_uses_best_and_fixed	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_identity.py::test_provider_fixed_change_refused[versions_same]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_identity.py::test_provider_fixed_change_refused[versions_changed]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_identity.py::test_edited_stored_fixed_refused_before_any_trial	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_identity.py::test_provider_default_params_change_refused[versions_same-merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_identity.py::test_provider_default_params_change_refused[versions_changed-merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_lineage.py::test_fixed_from_study_not_model_field[cleared]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_lineage.py::test_fixed_from_study_not_model_field[cleared]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_lineage.py::test_fixed_from_study_not_model_field[overwritten]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_lineage.py::test_fixed_from_study_not_model_field[overwritten]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_lineage.py::test_fixed_from_study_not_model_field[widget_transfer]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_lineage.py::test_fixed_from_study_not_model_field[widget_transfer]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_refusal_invariance.py::test_refusal_changes_nothing[space_kind]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_refusal_invariance.py::test_refusal_changes_nothing[space_log]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_refusal_invariance.py::test_refusal_changes_nothing[space_choice_type]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_refusal_invariance.py::test_refusal_changes_nothing[space_choice_order]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_refusal_invariance.py::test_refusal_changes_nothing[space_category[smart_to_model]]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_refusal_invariance.py::test_refusal_changes_nothing[space_unknown_smart]	not_a_smart	
dim	tests/test_tuning/test_resume_space_arg.py::test_removed_smart_dim_routes_to_smart	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_unchangeable_refused[kind]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_unchangeable_refused[log]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_unchangeable_refused[choices_true_to_1]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_unchangeable_refused[choices_1_to_1p0]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_unchangeable_refused[choices_order]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_range_only_change_passes	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_range_only_change_passes	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_category_change_refused[smart]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_category_change_refused[training]	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_expand_none_after_user_dim_same_after_reattach	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_expand_none_after_user_dim_same_after_reattach	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_expand_none_after_user_dim_same_after_reattach	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_expand_none_after_user_dim_same_after_reattach	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_merge_space_changes_one_default_keeps_others	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_merge_space_changes_one_default_keeps_others	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_merge_space_omitting_config_user_dim_reverts_to_default	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_merge_space_omitting_config_user_dim_reverts_to_default	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_admission_refused[unknown_smart]	not_a_smart	
dim	tests/test_tuning/test_resume_space_arg.py::test_h0121_drop_on_space_rounds[in_process]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_h0121_drop_on_space_rounds[in_process]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_h0121_drop_on_space_rounds[reattach]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_h0121_drop_on_space_rounds[reattach]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_user_ratio_with_a_true_owner_is_kept	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_user_ratio_with_a_true_owner_is_kept	num_leaves_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_user_ratio_with_a_true_owner_is_kept	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_user_ratio_with_a_true_owner_is_kept	auto_num_leaves	
dim	tests/test_tuning/test_resume_space_arg.py::test_out_of_bound_user_range_not_clamped	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_out_of_bound_user_range_not_clamped	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_out_of_bound_user_range_not_clamped	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_resume_space_arg.py::test_a_read_only_mapping_is_a_space_arg	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_default_space_picks_up_lgbm_bounds	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_default_space_picks_up_lgbm_bounds	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_user_space_lr_picks_up_lgbm_bounds_by_name	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_user_space_lr_picks_up_lgbm_bounds_by_name	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	num_leaves_ratio	
dim	tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_re_tune_clamps_learning_rate_at_one	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_accumulates_trials	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_accumulates_trials	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_best_score_monotonic	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_best_score_monotonic	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_trial_round_numbers	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_trial_round_numbers	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_progress_callback	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_progress_callback	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneResume::test_n_trials_override	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_none_user_space_no_expand	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_none_user_space_no_expand	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_explicit_true_user_space	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_explicit_true_user_space	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_false_no_report	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_false_no_report	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestTuningTableRetune::test_tuning_table_has_round_and_state	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestTuningTableRetune::test_tuning_table_has_round_and_state	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestBoundaryTable::test_boundary_table_no_report_raises	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_multiple_rounds_three_rounds	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_multiple_rounds_three_rounds	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_multiple_rounds_three_rounds	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_round_summary_best_score_before	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_round_summary_best_score_before	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-model-regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-model-binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-model-multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-regression]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-regression]	num_leaves	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-binary]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-binary]	num_leaves	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-multiclass]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-smart-multiclass]	num_leaves	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-training-regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-training-binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-training-multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-smart-regression]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-smart-regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-smart-binary]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-smart-binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-smart-multiclass]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-smart-multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-training-regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-training-binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves_ratio-training-multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-regression]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-regression]	not_a_lightgbm_parameter	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-binary]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-binary]	not_a_lightgbm_parameter	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-multiclass]	num_leaves_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-multiclass]	not_a_lightgbm_parameter	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-training-regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-training-binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-training-multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_accepted_name_does_reach_lightgbm[regression]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_accepted_name_does_reach_lightgbm[binary]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_search_space_name_validation.py::test_accepted_name_does_reach_lightgbm[multiclass]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_an_owner_dimension_that_can_be_true_admits_the_ratio	auto_num_leaves	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_an_owner_dimension_that_can_be_true_admits_the_ratio	num_leaves_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_the_default_ratio_is_dropped_when_the_owner_is_off	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_the_default_ratio_is_kept_when_the_owner_is_on	num_leaves_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_the_default_ratio_is_kept_when_the_owner_is_on	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_a_new_name_in_storage_is_a_new_study_and_drops	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_resume_true_onto_an_uninitialised_study_is_a_new_study_and_drops	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_without_the_declaration_both_decisions_go_inert	num_leaves_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_without_the_declaration_both_decisions_go_inert	num_leaves_ratio	
dim	tests/test_tuning/test_smart_dimension_admission.py::test_without_the_declaration_both_decisions_go_inert	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c1_categorical_owner_dimension_activates_model_params_alias	auto_num_leaves	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c2_default_ratio_dimension_activates_model_params_alias	num_leaves_ratio	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c2_default_ratio_dimension_activates_model_params_alias	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c3_fixed_layer_collision_names_the_fixed_layer	num_leaves_ratio	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c3_fixed_layer_collision_names_the_fixed_layer	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c3_fixed_layer_collision_names_the_fixed_layer	auto_num_leaves	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c4_dimension_that_cannot_activate_is_accepted_and_layer_reaches_training	auto_num_leaves	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c4c_none_choice_activates_balanced_in_either_order[choices0]	balanced	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c4c_none_choice_activates_balanced_in_either_order[choices1]	balanced	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c5_layer_collision_needing_two_smart_values	auto_num_leaves	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c5_layer_collision_needing_two_smart_values	balanced	balanced_true_regression
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c5b_model_dimension_collision_needing_two_smart_values	auto_num_leaves	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c5b_model_dimension_collision_needing_two_smart_values	balanced	balanced_true_regression
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c5c_numeric_range_spanning_zero_reaches_the_falsy_state	num_leaves_ratio	range_outside:-1.0..1.0
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c6_space_arg_round_refused_without_changing_study_or_model[in_process]	auto_num_leaves	
dim	tests/test_tuning/test_smart_dimension_collisions.py::test_c6_space_arg_round_refused_without_changing_study_or_model[reattach]	auto_num_leaves	
dim	tests/test_tuning/test_space_format.py::test_userdict_smart_dim_in_config_is_read_as_smart	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_real_tune_retains_defaults_and_resume_policy	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_real_tune_retains_defaults_and_resume_policy	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_real_tune_retains_defaults_and_resume_policy	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_real_tune_retains_defaults_and_resume_policy	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_fresh_replace_trials_match_following_fit	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_fresh_replace_trials_match_following_fit	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[learning_rate-model-0.01-0.04-False]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[learning_rate-model-0.01-0.04-False]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[learning_rate-model-0.01-0.04-True]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[learning_rate-model-0.01-0.04-True]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[num_leaves_ratio-smart-0.6-0.8-False]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[num_leaves_ratio-smart-0.6-0.8-False]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[num_leaves_ratio-smart-0.6-0.8-True]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[num_leaves_ratio-smart-0.6-0.8-True]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_export_load_refit_retains_fixed_policy[merge]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_export_load_refit_retains_fixed_policy[merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_export_load_refit_retains_fixed_policy[merge]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_export_load_refit_retains_fixed_policy[merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_failed_fresh_round_preserves_previous_fit_policy	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_failed_fresh_round_preserves_previous_fit_policy	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping_round-model-merge]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping_round-model-merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping_round-space-merge]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping_round-space-merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping-model-merge]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping-model-merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping-space-merge]	num_leaves_ratio	
dim	tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping-space-merge]	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestTrainingParamsApplied::test_training_params_change_fit_behaviour	num_leaves_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestTrainingParamsApplied::test_training_params_change_fit_behaviour	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestTuneFitIdentity::test_tune_then_fit_same_oof_score_regression	num_leaves_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestTuneFitIdentity::test_tune_then_fit_same_oof_score_regression	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestTuneFitIdentity::test_tune_then_fit_same_oof_score_binary	num_leaves_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestTuneFitIdentity::test_tune_then_fit_same_oof_score_binary	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestTuneSampledObjectiveIdentity::test_tune_sampled_objective_matches_refit_booster_regression	num_leaves_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestTuneSampledObjectiveIdentity::test_tune_sampled_objective_matches_refit_booster_regression	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestPostTuneFitWarning::test_fit_after_tune_logs_bias_warning	num_leaves_ratio	
dim	tests/test_tuning/test_tune_fit_identity.py::TestPostTuneFitWarning::test_fit_after_tune_logs_bias_warning	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuner_extended.py::TestSmartParamsPerTrial::test_smart_params_resolved_per_trial	num_leaves_ratio	
dim	tests/test_tuning/test_tuner_extended.py::TestSmartParamsPerTrial::test_smart_params_resolved_per_trial	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuner_extended.py::TestTrainingParamsPerTrial::test_training_early_stopping_per_trial	num_leaves_ratio	
dim	tests/test_tuning/test_tuner_extended.py::TestTrainingParamsPerTrial::test_training_early_stopping_per_trial	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuner_extended.py::TestTrainingParamsPerTrial::test_training_validation_ratio_per_trial	num_leaves_ratio	
dim	tests/test_tuning/test_tuner_extended.py::TestTrainingParamsPerTrial::test_training_validation_ratio_per_trial	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuner_extended.py::TestFixedParams::test_fixed_params_applied_in_default_space	num_leaves_ratio	
dim	tests/test_tuning/test_tuner_extended.py::TestFixedParams::test_fixed_params_applied_in_default_space	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuner_persistence.py::TestModelTunePassThrough::test_model_tune_persists_via_sqlite	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuner_persistence.py::TestModelTunePassThrough::test_model_tune_reattaches_only_with_resume	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuner_persistence.py::TestModelTunePassThrough::test_model_tune_reattaches_only_with_resume	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning.py::TestModelTune::test_tune_returns_tuning_result	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning.py::TestModelTune::test_tune_then_fit_uses_best_params	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning.py::TestModelTune::test_tune_stores_tuning_result_internally	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning.py::TestModelTune::test_tuning_failed_propagation	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_callback_called_n_times	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_current_trial_increments	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_total_trials_consistent	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_elapsed_seconds_non_negative	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_best_score_populated_after_complete	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_latest_state_valid_values	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_none_callback_does_not_break	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_callback_exception_does_not_abort	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_callback_exception_warning_includes_details	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_then_fit_regression	num_leaves_ratio	
dim	tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_then_fit_regression	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_reproducibility_via_model	num_leaves_ratio	
dim	tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_reproducibility_via_model	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_reproducibility_via_model	num_leaves_ratio	
dim	tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_reproducibility_via_model	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_result.py::TestTuningTable::test_tuning_table_columns	min_data_in_leaf_ratio	
dim	tests/test_tuning/test_tuning_result.py::TestTuningTable::test_tuning_table_trial_numbers	min_data_in_leaf_ratio	
# --- positive control output ---
dim	docs/audits/2026-10-tuning-resume/probes/firing_rate_347_posctl.py::test_dim_path_flags_a_string_bool_choice	auto_num_leaves	choice_not_bool:['false']
expand	docs/audits/2026-10-tuning-resume/probes/firing_rate_347_posctl.py::test_expand_path_flags_num_leaves_ratio_past_one	num_leaves_ratio	past_1.0
