API Reference

class ml_robust_eval.metrics.CVMetricsCalc

iou_calc(boxA, boxB)

class ml_robust_eval.metrics.ClassifMetricsCalc

accuracy_calc(y_true, y_pred)

confusion_matrix_(y_true, y_pred)

f1_score_calc(y_true, y_pred)

precision_calc(y_true, y_pred)

recall_calc(y_true, y_pred)

class ml_robust_eval.metrics.NLPMetricsCalc

bleu_calc(reference_, candidate_)

class ml_robust_eval.metrics.RegressionMetricsCalc

mae_calc(y_true, y_pred)

mse_calc(y_true, y_pred)

r2_score_calc(y_true, y_pred)

class ml_robust_eval.crossvalidator.ABTesterTool

ab_testing(metric_func, y_true_a, y_pred_a, y_true_b, y_pred_b)

class ml_robust_eval.crossvalidator.CrossValidatorCalc

k_fold_splitter(X, y, k=5, seed=None)

class ml_robust_eval.vizual.Vizualizer

printing_confusion_matrix(cm, class_names)

printing_roc_curve(y_true, y_scores, steps=20)

class ml_robust_eval.testcasegenerator.TestCaseGeneratorT

gen_adversarial_cases(X, epsilon=0.01)

gen_boundary_cases(X, feature_ranges, delta=0.001)

gen_edge_cases(X, feature_ranges)