Classification tests

• Metamorphic tests

  • test_metamorphic_invariance

  • test_metamorphic_increasing

  • test_metamorphic_decreasing

  • test_metamorphic_invariance_t_test

  • test_metamorphic_increasing_t_test

  • test_metamorphic_decreasing_t_test

  • test_metamorphic_invariance_wilcoxon

  • test_metamorphic_increasing_wilcoxon

  • test_metamorphic_decreasing_wilcoxon

• Statistical tests

  • test_right_label

  • test_output_in_range

  • test_disparate_impact

  • test_nominal_association

  • test_cramer_v

  • test_mutual_information

  • test_theil_u

• Performance tests

  • test_recall

  • test_auc

  • test_accuracy

  • test_precision

  • test_f1

  • test_diff_recall

  • test_diff_accuracy

  • test_diff_precision

  • test_diff_f1

• Drift tests

  • test_drift_psi

  • test_drift_chi_square

  • test_drift_ks

  • test_drift_earth_movers_distance

  • test_drift_prediction_psi

  • test_drift_prediction_chi_square

  • test_drift_prediction_ks

  • test_drift_prediction_earth_movers_distance