def test_ModelEvaluator_plot_score_distribution_thresh(model_evaluator): with assert_plot_figures_added(): model_evaluator.plot_score_distribution_thresh(param_type="rank_abs", param=10)
def test_ModelEvaluator_plot_feature_importances_std_err( model_evaluator, shared_project_storage): with assert_plot_figures_added(): model_evaluator.plot_feature_importances_std_err( shared_project_storage.project_path)
def test_ModelEvaluator_plot_feature_group_aggregate_importances( model_evaluator, shared_project_storage): with assert_plot_figures_added(): model_evaluator.plot_feature_group_aggregate_importances( path=shared_project_storage.project_path)
def test_ModelEvaluator_plot_score_label_distributions(model_evaluator): with assert_plot_figures_added(): model_evaluator.plot_score_label_distributions()
def test_ModelEvaluator_plot_ROC(model_evaluator): with assert_plot_figures_added(): model_evaluator.plot_ROC()
def test_ModelEvaluator_cluster_correlation_features(model_evaluator, shared_project_storage): with assert_plot_figures_added(): model_evaluator.cluster_correlation_features( shared_project_storage.project_path)
def test_ModelEvaluator_plot_recall_fpr_n(model_evaluator): with assert_plot_figures_added(): model_evaluator.plot_recall_fpr_n()
def test_ModelGroupEvaluator_plot_preds_comparison(model_group_evaluator): with assert_plot_figures_added(): model_group_evaluator.plot_preds_comparison(param_type='rank_abs', param=10)
def test_ModelGroupEvaluator_plot_jaccard_features(model_group_evaluator): with assert_plot_figures_added(): model_group_evaluator.plot_jaccard_features()
def test_ModelGroupEvaluator_plot_ranked_correlation_features( model_group_evaluator): with assert_plot_figures_added(): model_group_evaluator.plot_ranked_correlation_features( param_type='rank_abs', param=10, top_n_features=10)
def test_ModelGroupEvaluator_plot_prec_across_time(model_group_evaluator): with assert_plot_figures_added(): model_group_evaluator.plot_prec_across_time()