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tno.sdg.tabular.eval.utility_metrics Overview: module code
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    tno.sdg.tabular.eval.utility_metrics
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    • tno.sdg.tabular.eval.utility_metrics - v0.4.1
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    tno.sdg.tabular.eval.utility_metrics
    • Contents:
    • utility_metrics package
      • Submodules
        • utility_metrics.bivariate_correlations module
          • avg_abs_correlation_difference()
          • avg_abs_correlation_difference_anova()
          • avg_abs_correlation_difference_cramers()
          • avg_abs_correlation_difference_pearson()
          • compute_anova_correlation()
          • compute_cramers_correlation_matrix()
          • compute_cramers_v()
          • compute_pearson_correlation_matrix()
          • compute_pearson_rho()
          • discretize_matrix()
          • visualise_cramers_correlation_matrices()
        • utility_metrics.bivariate_distributions module
          • avg_abs_correlation_difference()
          • compute_cramers_correlation_matrix()
          • compute_cramers_v()
          • discretize_matrix()
          • visualise_cramers_correlation_matrices()
        • utility_metrics.distinguishability module
          • logistical_regression_auc()
          • mean_propensity_difference_logistical_regression()
          • visualise_logistical_regression_auc()
          • visualise_propensity_scores()
        • utility_metrics.multivariate_predictions_acc module
          • avg_abs_classification_accuracy_difference_svc()
          • calculate_accuracies_scores()
          • visualise_accuracies_scores()
        • utility_metrics.multivariate_predictions_acc_regr module
          • avg_abs_prediction_differences_svm()
          • calculate_prediction_scores()
          • visualise_prediction_scores()
          • visualise_regression_scores()
        • utility_metrics.spiderplot module
          • compute_all_metrics()
          • compute_spider_plot()
        • utility_metrics.univariate_distributions module
          • average_hellinger_distance()
          • compute_hellinger_distance()
          • discrete_vector_to_distribution()
          • discretize_vector()
          • plot_categorical_bar()
          • plot_numerical_bar()
          • visualise_distributions()

    All modules for which code is available

    • 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
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