Utils

• Data Utilities
  • load_data()
  • transform_features()
• Evaluation Metrics
  • Available Metrics:
  • accuracy()
  • mze()
  • mae()
  • mse()
  • weighted_kappa()
  • _get_class_counts()
  • _calculate_proximity()
  • cem()
  • spearman_correlation()
  • kendall_tau()
  • _create_one_hot_encoding()
  • ranked_probability_score()
  • ordinal_weighted_ce()
  • adjacent_accuracy()
  • evaluate_ordinal_model()
  • print_evaluation_results()
• Partial Dependence Plots
  • partial_dependence()
• Response Modification
  • _process_predict_proba()
  • _process_decision_function()
  • _get_response_values()
  • _get_response_values_binary()