API Documentation
The PyRuleAnalyzer module exports two main classes: the Rule class, and the RuleClassifier class.
- Rule
- RuleClassifier
RuleClassifierRuleClassifier.adjust_and_remove_rules()RuleClassifier.calculate_sparsity_interpretability()RuleClassifier.classify()RuleClassifier.classify_dt()RuleClassifier.classify_rf()RuleClassifier.compare_initial_final_results()RuleClassifier.compare_initial_final_results_dt()RuleClassifier.compare_initial_final_results_rf()RuleClassifier.custom_rule_removal()RuleClassifier.display_metrics()RuleClassifier.execute_rule_analysis()RuleClassifier.execute_rule_analysis_dt()RuleClassifier.execute_rule_analysis_rf()RuleClassifier.extract_variables_and_operators()RuleClassifier.find_duplicated_rules()RuleClassifier.find_duplicated_rules_between_trees()RuleClassifier.generate_classifier_model()RuleClassifier.get_rules()RuleClassifier.get_tree_rules()RuleClassifier.new_classifier()RuleClassifier.parse_conditions()RuleClassifier.parse_dt_rule()RuleClassifier.parse_rf_rule()RuleClassifier.parse_rules()RuleClassifier.process_data()RuleClassifier.save_sklearn_model()RuleClassifier.save_tree_rules()RuleClassifier.set_custom_rule_removal()