Index

A

average_hellinger_distance() (in module utility_metrics.univariate_distributions) avg_abs_classification_accuracy_difference_svc() (in module utility_metrics.multivariate_predictions_acc) avg_abs_correlation_difference() (in module utility_metrics.bivariate_correlations) (in module utility_metrics.bivariate_distributions)

avg_abs_correlation_difference_anova() (in module utility_metrics.bivariate_correlations) avg_abs_correlation_difference_cramers() (in module utility_metrics.bivariate_correlations) avg_abs_correlation_difference_pearson() (in module utility_metrics.bivariate_correlations) avg_abs_prediction_differences_svm() (in module utility_metrics.multivariate_predictions_acc_regr)

C

calculate_accuracies_scores() (in module utility_metrics.multivariate_predictions_acc) calculate_prediction_scores() (in module utility_metrics.multivariate_predictions_acc_regr) compute_all_metrics() (in module utility_metrics.spiderplot) compute_anova_correlation() (in module utility_metrics.bivariate_correlations) compute_cramers_correlation_matrix() (in module utility_metrics.bivariate_correlations) (in module utility_metrics.bivariate_distributions)

compute_cramers_v() (in module utility_metrics.bivariate_correlations) (in module utility_metrics.bivariate_distributions) compute_hellinger_distance() (in module utility_metrics.univariate_distributions) compute_pearson_correlation_matrix() (in module utility_metrics.bivariate_correlations) compute_pearson_rho() (in module utility_metrics.bivariate_correlations) compute_spider_plot() (in module utility_metrics.spiderplot)

D

discrete_vector_to_distribution() (in module utility_metrics.univariate_distributions) discretize_matrix() (in module utility_metrics.bivariate_correlations) (in module utility_metrics.bivariate_distributions)

discretize_vector() (in module utility_metrics.univariate_distributions)

L

logistical_regression_auc() (in module utility_metrics.distinguishability)

M

mean_propensity_difference_logistical_regression() (in module utility_metrics.distinguishability) module utility_metrics utility_metrics.bivariate_correlations utility_metrics.bivariate_distributions utility_metrics.distinguishability utility_metrics.multivariate_predictions_acc utility_metrics.multivariate_predictions_acc_regr utility_metrics.spiderplot utility_metrics.univariate_distributions

P

plot_categorical_bar() (in module utility_metrics.univariate_distributions)

plot_numerical_bar() (in module utility_metrics.univariate_distributions)

U

utility_metrics module utility_metrics.bivariate_correlations module utility_metrics.bivariate_distributions module utility_metrics.distinguishability module

utility_metrics.multivariate_predictions_acc module utility_metrics.multivariate_predictions_acc_regr module utility_metrics.spiderplot module utility_metrics.univariate_distributions module

V

visualise_accuracies_scores() (in module utility_metrics.multivariate_predictions_acc) visualise_cramers_correlation_matrices() (in module utility_metrics.bivariate_correlations) (in module utility_metrics.bivariate_distributions) visualise_distributions() (in module utility_metrics.univariate_distributions)

visualise_logistical_regression_auc() (in module utility_metrics.distinguishability) visualise_prediction_scores() (in module utility_metrics.multivariate_predictions_acc_regr) visualise_propensity_scores() (in module utility_metrics.distinguishability) visualise_regression_scores() (in module utility_metrics.multivariate_predictions_acc_regr)