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()
