# firing_rate_341.py output: suite at 3deabe7 (fix/h0121-smart-dim-collisions, before the amendment), 2026-10-12; predicate revised in proposal review round 1 (0 added when a numeric range straddles it)
# columns: nodeid, fired, names
# total tune rounds: 624; fired: 0
# positive control (scratch probes probe_gap.py / probe_ratio.py, the #341 reproductions): probe_gap 1 max_leaves; probe_ratio 1 min_child_samples
tests/test_codegen/test_negative_controls.py::test_policy_1_callback_reverted_to_always_on	0	
tests/test_codegen/test_negative_controls.py::test_amendment_1_record_ignored	0	
tests/test_codegen/test_retrain_reproduction.py::test_state_valid_set_only	0	
tests/test_codegen/test_retrain_reproduction.py::test_state_patience_only	0	
tests/test_codegen/test_retrain_reproduction.py::test_fit_then_tune_then_export	0	
tests/test_codegen/test_retrain_reproduction.py::test_fit_then_tune_then_export	0	
tests/test_codegen/test_retrain_reproduction.py::test_tune_fit_export_load_export	0	
tests/test_config/test_knob_reachability.py::test_config_value_reaches_the_constructor[BetaCalibrator.params-0]	0	
tests/test_config/test_knob_reachability.py::test_config_value_reaches_the_constructor[BetaCalibrator.params-0]	0	
tests/test_config/test_knob_reachability.py::test_api_rows_reach_the_constructor	0	
tests/test_core/test_facade_orchestration.py::TestMergeParamsPriority::test_tune_overrides_config	0	
tests/test_core/test_fit_params_override.py::test_tuning_evaluates_the_parameters_it_then_selects	0	
tests/test_core/test_fit_params_override.py::test_a_plain_choice_still_tunes	0	
tests/test_core/test_fit_params_override.py::test_a_tuned_early_stopping_setting_reaches_the_conflict_gate	0	
tests/test_core/test_fit_params_override.py::test_two_search_dimensions_of_different_parameters_are_accepted	0	
tests/test_core/test_fit_params_override.py::test_the_trial_overlay_seam_sends_one_spelling	0	
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]	0	
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]	0	
tests/test_core/test_fit_params_override.py::test_a_rejected_fit_leaves_the_retained_model_describing_itself[refused_by_a_gate]	0	
tests/test_core/test_fit_params_override.py::test_a_rejected_fit_leaves_the_retained_model_describing_itself[raised_mid_training]	0	
tests/test_core/test_fit_params_override.py::test_a_failed_tune_leaves_the_diagnostics_data_alone	0	
tests/test_core/test_fit_params_override.py::test_a_later_tune_does_not_rewrite_what_the_fitted_model_reports	0	
tests/test_core/test_fit_params_override.py::test_a_loaded_model_reports_the_patience_its_adapters_carry	0	
tests/test_core/test_fit_params_override.py::test_the_tuned_ratio_is_the_one_the_trainer_builds_its_inner_valid_from	0	
tests/test_core/test_fit_params_override.py::test_the_generated_project_trains_at_the_patience_the_run_used	0	
tests/test_core/test_mixin_state_isolation.py::TestTuningStateContract::test_is_frozen	0	
tests/test_core/test_mixin_state_isolation.py::TestTuningStateContract::test_populated_after_tune	0	
tests/test_core/test_mixin_state_isolation.py::TestTuningStateContract::test_works_before_fit_after_tune	0	
tests/test_core/test_mixin_state_isolation.py::TestMixinMethodsAfterMigration::test_tuning_table_after_tune_only	0	
tests/test_core/test_param_refusal_origin.py::test_tuning_validates_after_sampled_overlay	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-max_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-max_leaf_nodes]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-max_leaves]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-num_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-num_leaves]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-scale_pos_weight]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-fc]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-feature_contri]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-feature_contrib]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-feature_penalty]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-fp]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-feature_pre_filter]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-min_data_in_bin]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-min_child_samples]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-min_data]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-min_data_in_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-min_data_per_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-binary-min_samples_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-max_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-max_leaf_nodes]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-max_leaves]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-num_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-num_leaves]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-scale_pos_weight]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-fc]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-feature_contri]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-feature_contrib]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-feature_penalty]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-fp]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-feature_pre_filter]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-min_data_in_bin]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-min_child_samples]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-min_data]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-min_data_in_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-min_data_per_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-multiclass-min_samples_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-max_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-max_leaf_nodes]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-max_leaves]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-num_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-num_leaves]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-scale_pos_weight]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-fc]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-feature_contri]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-feature_contrib]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-feature_penalty]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-fp]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-feature_pre_filter]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-min_data_in_bin]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-min_child_samples]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-min_data]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-min_data_in_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-min_data_per_leaf]	0	
tests/test_core/test_smart_managed_model_params.py::test_the_same_spelling_reaches_training_when_its_smart_parameter_is_off[tune-regression-min_samples_leaf]	0	
tests/test_core/test_train_components.py::TestFitUsesTrainComponents::test_fit_after_tune_uses_best_params	0	
tests/test_e2e/test_pairwise.py::TestTuningThenCalibration::test_tune_then_fit_with_calibration	0	
tests/test_e2e/test_string_target.py::TestStringTargetTunePath::test_tune_then_fit_then_predict_with_string_y	0	
tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[mode]	0	
tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[nan]	0	
tests/test_features/test_unseen_policy.py::test_tune_applies_the_configured_policy[error]	0	
tests/test_persistence/test_applied_training_params.py::test_export_records_the_overlay_the_fit_applied[tune_fit]	0	
tests/test_persistence/test_applied_training_params.py::test_export_records_the_overlay_the_fit_applied[fit_tune]	0	
tests/test_persistence/test_applied_training_params.py::test_recorded_values_keep_their_types[caller_categoricals]	0	
tests/test_persistence/test_applied_training_params.py::test_recorded_values_keep_their_types[default_int_dimension]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_model_reports_the_ratio_its_fit_applied[regression]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_model_reports_the_ratio_its_fit_applied[binary]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_model_reports_the_ratio_its_fit_applied[multiclass]	0	
tests/test_persistence/test_applied_training_params.py::test_reexport_carries_the_record_forward	0	
tests/test_persistence/test_applied_training_params.py::test_the_record_is_the_only_new_key[tune_fit]	0	
tests/test_persistence/test_applied_training_params.py::test_an_artifact_without_the_record_falls_back_to_the_config	0	
tests/test_persistence/test_applied_training_params.py::test_an_unknown_record_is_not_rewritten_as_empty	0	
tests/test_persistence/test_applied_training_params.py::test_the_record_holds_what_training_applied[string_ratio]	0	
tests/test_persistence/test_applied_training_params.py::test_the_record_holds_what_training_applied[bool_patience]	0	
tests/test_persistence/test_applied_training_params.py::test_the_record_holds_what_training_applied[float_patience]	0	
tests/test_persistence/test_applied_training_params.py::test_a_fit_after_load_records_its_own_overlay[tuned_without_record-True]	0	
tests/test_persistence/test_applied_training_params.py::test_a_fit_after_load_records_its_own_overlay[tuned_with_record-True]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_record_survives_calls_that_do_not_replace_the_fit[tune-known]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_record_survives_calls_that_do_not_replace_the_fit[tune-known]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_record_survives_calls_that_do_not_replace_the_fit[tune-unknown]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_record_survives_calls_that_do_not_replace_the_fit[tune-unknown]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_record_survives_calls_that_do_not_replace_the_fit[refused_fit-known]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_record_survives_calls_that_do_not_replace_the_fit[refused_fit-unknown]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_record_survives_calls_that_do_not_replace_the_fit[failed_fit-known]	0	
tests/test_persistence/test_applied_training_params.py::test_a_loaded_record_survives_calls_that_do_not_replace_the_fit[failed_fit-unknown]	0	
tests/test_persistence/test_h0120_records.py::test_a_later_fit_with_another_rule_replaces_the_record	0	
tests/test_persistence/test_h0120_records.py::test_a_fit_after_load_replaces_the_record	0	
tests/test_persistence/test_h0120_records.py::test_the_weight_record_survives_calls_that_do_not_replace_the_fit[known-tune]	0	
tests/test_persistence/test_h0120_records.py::test_the_weight_record_survives_calls_that_do_not_replace_the_fit[unknown-tune]	0	
tests/test_persistence/test_h0120_records.py::test_fit_then_tune_exports_the_rule_the_fit_used	0	
tests/test_persistence/test_h0120_records.py::test_an_artifact_without_the_weight_record_derives_from_the_tuning_result[config-default-tuned-false]	0	
tests/test_persistence/test_h0120_records.py::test_an_artifact_without_the_weight_record_derives_from_the_tuning_result[config-false-tuned-true]	0	
tests/test_persistence/test_h0120_records.py::test_the_declared_record_survives_calls_that_do_not_replace_the_fit[tune]	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_reporting_surfaces_survive_load.py::test_every_reading_survives_load_except_the_declared	0	
tests/test_persistence/test_tuning_persistence.py::test_tuning_block_written_to_metadata	0	
tests/test_persistence/test_tuning_persistence.py::test_load_restores_tuning_result	0	
tests/test_persistence/test_tuning_persistence.py::test_refit_after_load_reproduces_tuned_params	0	
tests/test_plots/test_theme.py::TestThemeAppliedToAllPlots::test_every_public_plot_figure_passes_through_the_helper	0	
tests/test_plots/test_tuning_plot.py::TestTuningPlotE2E::test_returns_figure_after_tune	0	
tests/test_plots/test_tuning_plot_rounds.py::test_separators_follow_trial_rounds_failed_round_1	0	
tests/test_plots/test_tuning_plot_rounds.py::test_separators_follow_trial_rounds_failed_round_1	0	
tests/test_plots/test_tuning_plot_rounds.py::test_separators_follow_trial_rounds_failed_round_1	0	
tests/test_plots/test_tuning_plot_rounds.py::test_separators_follow_trial_rounds_timeout_round	0	
tests/test_plots/test_tuning_plot_rounds.py::test_separators_follow_trial_rounds_timeout_round	0	
tests/test_plots/test_tuning_plot_rounds.py::test_tuning_table_round_column[failed_round_1]	0	
tests/test_plots/test_tuning_plot_rounds.py::test_tuning_table_round_column[failed_round_1]	0	
tests/test_plots/test_tuning_plot_rounds.py::test_tuning_table_round_column[failed_round_1]	0	
tests/test_plots/test_tuning_plot_rounds.py::test_tuning_table_round_column[two_rounds]	0	
tests/test_plots/test_tuning_plot_rounds.py::test_tuning_table_round_column[two_rounds]	0	
tests/test_splitters/test_purged_embargo_merge.py::test_tune_with_embargo_matches_the_merged_purge_gap	0	
tests/test_splitters/test_purged_embargo_merge.py::test_tune_with_embargo_matches_the_merged_purge_gap	0	
tests/test_tuning/test_default_space.py::TestDefaultSpaceE2E::test_empty_space_uses_default	0	
tests/test_tuning/test_default_space.py::TestDefaultSpaceE2E::test_replace_mode_uses_only_user_space	0	
tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[fc]	0	
tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_contri]	0	
tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_contrib]	0	
tests/test_tuning/test_dimension_consumption.py::test_every_smart_owned_native_spelling_refused_before_study[feature_penalty]	0	
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tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_default_space_picks_up_lgbm_bounds	0	
tests/test_tuning/test_retune.py::TestModelTuneWiresParameterBounds::test_user_space_lr_picks_up_lgbm_bounds_by_name	0	
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tests/test_tuning/test_retune.py::TestModelRetuneResume::test_resume_progress_callback	0	
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tests/test_tuning/test_retune.py::TestModelRetuneResume::test_n_trials_override	0	
tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_none_user_space_no_expand	0	
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tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_explicit_true_user_space	0	
tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_explicit_true_user_space	0	
tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_false_no_report	0	
tests/test_tuning/test_retune.py::TestModelRetuneBoundaryExpansion::test_expand_boundary_false_no_report	0	
tests/test_tuning/test_retune.py::TestTuningTableRetune::test_tuning_table_has_round_and_state	0	
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tests/test_tuning/test_retune.py::TestBoundaryTable::test_boundary_table_no_report_raises	0	
tests/test_tuning/test_retune.py::TestBoundaryTable::test_boundary_table_with_report	0	
tests/test_tuning/test_retune.py::TestBoundaryTable::test_boundary_table_with_report	0	
tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_multiple_rounds_three_rounds	0	
tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_multiple_rounds_three_rounds	0	
tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_multiple_rounds_three_rounds	0	
tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_round_summary_best_score_before	0	
tests/test_tuning/test_retune.py::TestBoundaryEdgeCases::test_round_summary_best_score_before	0	
tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-model-regression]	0	
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tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[num_leaves-training-regression]	0	
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tests/test_tuning/test_search_space_name_validation.py::test_search_space_name_is_gated[not_a_lightgbm_parameter-smart-regression]	0	
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tests/test_tuning/test_smart_dimension_admission.py::test_an_owner_dimension_that_can_be_true_admits_the_ratio	0	
tests/test_tuning/test_smart_dimension_admission.py::test_the_default_ratio_is_dropped_when_the_owner_is_off	0	
tests/test_tuning/test_smart_dimension_admission.py::test_the_default_ratio_is_kept_when_the_owner_is_on	0	
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tests/test_tuning/test_space_merge.py::test_real_tune_retains_defaults_and_resume_policy	0	
tests/test_tuning/test_space_merge.py::test_real_tune_retains_defaults_and_resume_policy	0	
tests/test_tuning/test_space_merge.py::test_fresh_replace_trials_match_following_fit	0	
tests/test_tuning/test_space_merge.py::test_fresh_replace_trials_match_following_fit	0	
tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[learning_rate-model-0.01-0.04-False]	0	
tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[learning_rate-model-0.01-0.04-False]	0	
tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[learning_rate-model-0.01-0.04-True]	0	
tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[num_leaves_ratio-smart-0.6-0.8-False]	0	
tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[num_leaves_ratio-smart-0.6-0.8-False]	0	
tests/test_tuning/test_space_merge.py::test_removed_dimensions_match_trial_and_fit[num_leaves_ratio-smart-0.6-0.8-True]	0	
tests/test_tuning/test_space_merge.py::test_export_load_refit_retains_fixed_policy[merge]	0	
tests/test_tuning/test_space_merge.py::test_export_load_refit_retains_fixed_policy[merge]	0	
tests/test_tuning/test_space_merge.py::test_export_load_refit_retains_fixed_policy[replace]	0	
tests/test_tuning/test_space_merge.py::test_export_load_refit_retains_fixed_policy[replace]	0	
tests/test_tuning/test_space_merge.py::test_failed_fresh_round_preserves_previous_fit_policy	0	
tests/test_tuning/test_space_merge.py::test_failed_fresh_round_preserves_previous_fit_policy	0	
tests/test_tuning/test_space_merge.py::test_removed_training_dimension_admission[False]	0	
tests/test_tuning/test_space_merge.py::test_removed_training_dimension_admission[False]	0	
tests/test_tuning/test_space_merge.py::test_removed_training_dimension_admission[True]	0	
tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping_round-model-merge]	0	
tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping_round-model-replace]	0	
tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping_round-space-merge]	0	
tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping_round-space-replace]	0	
tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping-model-merge]	0	
tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping-model-replace]	0	
tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping-space-merge]	0	
tests/test_tuning/test_space_merge.py::test_resolved_training_conflict_refused_before_study[early_stopping-space-replace]	0	
tests/test_tuning/test_tune_fit_identity.py::TestTrainingParamsApplied::test_training_params_change_fit_behaviour	0	
tests/test_tuning/test_tune_fit_identity.py::TestTuneFitIdentity::test_tune_then_fit_same_oof_score_regression	0	
tests/test_tuning/test_tune_fit_identity.py::TestTuneFitIdentity::test_tune_then_fit_same_oof_score_binary	0	
tests/test_tuning/test_tune_fit_identity.py::TestTuneSampledObjectiveIdentity::test_tune_sampled_objective_matches_refit_booster_regression	0	
tests/test_tuning/test_tune_fit_identity.py::TestPostTuneFitWarning::test_fit_after_tune_logs_bias_warning	0	
tests/test_tuning/test_tuner_extended.py::TestSmartParamsPerTrial::test_smart_params_resolved_per_trial	0	
tests/test_tuning/test_tuner_extended.py::TestTrainingParamsPerTrial::test_training_early_stopping_per_trial	0	
tests/test_tuning/test_tuner_extended.py::TestTrainingParamsPerTrial::test_training_validation_ratio_per_trial	0	
tests/test_tuning/test_tuner_extended.py::TestBackwardCompat::test_model_only_dims	0	
tests/test_tuning/test_tuner_extended.py::TestFixedParams::test_fixed_params_applied_in_default_space	0	
tests/test_tuning/test_tuner_persistence.py::TestModelTunePassThrough::test_model_tune_persists_via_sqlite	0	
tests/test_tuning/test_tuner_persistence.py::TestModelTunePassThrough::test_model_tune_reattaches_only_with_resume	0	
tests/test_tuning/test_tuner_persistence.py::TestModelTunePassThrough::test_model_tune_reattaches_only_with_resume	0	
tests/test_tuning/test_tuning.py::TestModelTune::test_tune_returns_tuning_result	0	
tests/test_tuning/test_tuning.py::TestModelTune::test_tune_then_fit_uses_best_params	0	
tests/test_tuning/test_tuning.py::TestModelTune::test_tune_stores_tuning_result_internally	0	
tests/test_tuning/test_tuning.py::TestModelTune::test_tuning_failed_propagation	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_callback_called_n_times	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_current_trial_increments	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_total_trials_consistent	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_elapsed_seconds_non_negative	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_best_score_populated_after_complete	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_latest_state_valid_values	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_none_callback_does_not_break	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_callback_exception_does_not_abort	0	
tests/test_tuning/test_tuning_progress.py::TestProgressCallbackIntegration::test_callback_exception_warning_includes_details	0	
tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_then_fit_regression	0	
tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_reproducibility_via_model	0	
tests/test_tuning/test_tuning_reproducibility.py::TestTuneIntegration::test_tune_reproducibility_via_model	0	
tests/test_tuning/test_tuning_result.py::TestTuningTable::test_tuning_table_columns	0	
tests/test_tuning/test_tuning_result.py::TestTuningTable::test_tuning_table_trial_numbers	0	
