tests/test_calibration/test_beta_calibration.py::TestBetaCalibrator::test_fit_predict
tests/test_calibration/test_beta_calibration.py::TestBetaCalibrator::test_predict_before_fit_raises
tests/test_calibration/test_calibration.py::TestIsotonicCalibrator::test_predict_before_fit_raises
tests/test_calibration/test_calibration.py::TestPlattCalibrator::test_predict_before_fit_raises
tests/test_calibration/test_calibration_failed_optimisation.py::test_failed_refit_does_not_keep_the_earlier_fit
tests/test_calibration/test_calibration_param_names.py::test_the_entry_point_split_covers_the_public_surface
tests/test_calibration/test_calibrator_not_fitted.py::test_predict_before_fit_raises_lizyml_error
tests/test_calibration/test_isotonic_calibration.py::TestIsotonicCalibrator::test_a_forced_parameter_is_forced_under_its_canonical_name
tests/test_calibration/test_platt_mle.py::test_predict_before_fit_raises
tests/test_calibration/test_platt_mle.py::test_rescaling_is_the_same_problem
tests/test_calibration/test_platt_mle.py::test_the_intercept_is_estimated_and_it_matters
tests/test_config/test_knob_reachability.py::test_derived_collect_raw_scores_follows_calibration_on_fit_only
tests/test_core/test_fit_params_override.py::test_every_calibration_alias_is_canonical_before_the_defaults_merge
tests/test_core/test_fit_params_override.py::test_the_adapter_refuses_a_duplicate_spelling_carrying_equal_values
tests/test_core/test_model_metrics_calibrated.py::TestCalibratedMetricsOofPerFold::test_calibrated_has_oof_per_fold
tests/test_core/test_task_type.py::TestTaskTypeReExports::test_oof_assembly_re_export
tests/test_estimators/test_lgbm_metric_bridge.py::TestValidateLgbmMetrics::test_auc_rejected_for_multiclass_native
tests/test_estimators/test_metric_choices_registry_coverage.py::TestMetricRegistryFitTimeCoverage::test_fit_time_registered_metrics_surfaced
tests/test_estimators/test_provider_choice_apis.py::TestMetricChoicesContent::test_native_subset_of_validation_whitelist
