Index

A

AbstractConclusion (class in decision_rules.core.rule) AbstractCondition (class in decision_rules.core.condition) AbstractRule (class in decision_rules.core.rule) AbstractRuleSet (class in decision_rules.core.ruleset) AbstractRulesMetrics (class in decision_rules.core.metrics) Accuracy (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) accuracy() (in module decision_rules.measures) ALTERNATIVE (decision_rules.conditions.LogicOperators attribute)

as_tuple() (decision_rules.core.coverage.Coverage method) at_risk_count (decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute) attributes (decision_rules.conditions.AttributesCondition property) (decision_rules.conditions.CompoundCondition property) (decision_rules.conditions.ElementaryCondition property) (decision_rules.conditions.NominalCondition property) (decision_rules.core.condition.AbstractCondition property) AttributesCondition (class in decision_rules.conditions) average() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator static method)

B

Balanced_accuracy (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) BestRulePredictionStrategy (class in decision_rules.core.prediction) (class in decision_rules.survival.prediction)

bin_edges (decision_rules.histogram.Histograms attribute) (decision_rules.regression.prediction_indicators.RegressionPredictionHistogram attribute) binary_search() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)

C

c1() (in module decision_rules.measures) c2() (in module decision_rules.measures) c_foil() (in module decision_rules.measures) cache() (decision_rules.core.condition.AbstractCondition method) calcualte_indicators() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) calculate() (decision_rules.core.metrics.AbstractRulesMetrics method) (decision_rules.similarity.syntactic.SyntacticRuleSimilarityCalculator method) calculate_attribute_importances() (decision_rules.classification.ruleset.ClassificationRuleSet method) (decision_rules.core.ruleset.AbstractRuleSet method) (decision_rules.regression.ruleset.RegressionRuleSet method) (decision_rules.survival.ruleset.SurvivalRuleSet method) calculate_bounds() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) calculate_class_indicators_classification() (in module decision_rules.classification.prediction_indicators) calculate_condition_importances() (decision_rules.classification.ruleset.ClassificationRuleSet method) (decision_rules.core.ruleset.AbstractRuleSet method) (decision_rules.regression.ruleset.RegressionRuleSet method) (decision_rules.survival.ruleset.SurvivalRuleSet method) calculate_coverage() (decision_rules.core.rule.AbstractRule method) (decision_rules.regression.rule.RegressionRule method) (decision_rules.survival.rule.SurvivalRule method) calculate_coverage_matrix() (decision_rules.core.ruleset.AbstractRuleSet method) calculate_for_classification() (in module decision_rules.classification.prediction_indicators) calculate_for_regression() (in module decision_rules.regression.prediction_indicators) calculate_for_survival() (in module decision_rules.survival.prediction_indicators) calculate_interval() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) calculate_low_high() (decision_rules.regression.rule.RegressionConclusion method) calculate_median_survival_time() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) calculate_p_value() (decision_rules.classification.metrics.ClassificationRulesMetrics method) (decision_rules.core.metrics.AbstractRulesMetrics method) (decision_rules.regression.metrics.RegressionRulesMetrics method) (decision_rules.survival.metrics.SurvivalRulesMetrics method) calculate_p_values() (decision_rules.classification.ruleset.ClassificationRuleSet method) (decision_rules.regression.ruleset.RegressionRuleSet method) calculate_probabilities() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) calculate_rule_similarity() (in module decision_rules.similarity.calculate) calculate_rules_coverages() (decision_rules.core.ruleset.AbstractRuleSet method) calculate_rules_metrics() (decision_rules.core.ruleset.AbstractRuleSet method) (decision_rules.survival.ruleset.SurvivalRuleSet method)

calculate_rules_weights() (decision_rules.core.ruleset.AbstractRuleSet method) (decision_rules.survival.ruleset.SurvivalRuleSet method) calculate_ruleset_similarity() (in module decision_rules.similarity.ruleset) calculate_ruleset_stats() (decision_rules.core.ruleset.AbstractRuleSet method) calculate_semantic_similarity_matrix() (in module decision_rules.similarity.semantic) censored_count (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) (decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute) CLASSIFICATION (decision_rules.problem.ProblemTypes attribute) ClassificationConclusion (class in decision_rules.classification.rule) ClassificationCoverageInfodict (class in decision_rules.core.coverage) ClassificationGeneralPredictionIndicators (class in decision_rules.classification.prediction_indicators) ClassificationPredictionIndicators (class in decision_rules.classification.prediction_indicators) ClassificationPredictionIndicatorsForClass (class in decision_rules.classification.prediction_indicators) ClassificationRule (class in decision_rules.classification.rule) ClassificationRuleSet (class in decision_rules.classification.ruleset) ClassificationRulesMetrics (class in decision_rules.classification.metrics) cn2_significnce() (in module decision_rules.measures) Cohen_kappa (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) compare_estimators() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator static method) CompoundCondition (class in decision_rules.conditions) CONCISE_NUMERICAL_CONDITIONS_FORM (in module decision_rules.settings) ConditionalDatasetTransformer (class in decision_rules.helpers.dataset_transformer) ConditionalDatasetTransformer.Methods (class in decision_rules.helpers.dataset_transformer) confidence() (in module decision_rules.measures) Confusion_matrix (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) CONJUNCTION (decision_rules.conditions.LogicOperators attribute) correct_p_values_fdr() (in module decision_rules.helpers.p_values) CORRELATION (decision_rules.similarity.semantic.SimilarityMeasure attribute) correlation() (in module decision_rules.measures) Coverage (class in decision_rules.core.coverage) coverage() (in module decision_rules.measures) coverage_dict (decision_rules.core.ruleset.AbstractRuleSet property) Covered_by_prediction (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute) (decision_rules.survival.prediction_indicators.SurvivalGeneralPredictionIndicators attribute) covered_mask() (decision_rules.core.condition.AbstractCondition method)

D

decision_rules.classification.metrics module decision_rules.classification.prediction module decision_rules.classification.prediction_indicators module decision_rules.classification.rule module decision_rules.classification.ruleset module decision_rules.conditions module decision_rules.core.condition module decision_rules.core.coverage module decision_rules.core.exceptions module decision_rules.core.metrics module decision_rules.core.prediction module decision_rules.core.rule module decision_rules.core.ruleset module decision_rules.core.simplifier module decision_rules.core.test_measures module decision_rules.helpers.dataset_transformer module decision_rules.helpers.measures module decision_rules.helpers.p_values module decision_rules.histogram module decision_rules.importances module

decision_rules.measures module decision_rules.problem module decision_rules.regression.metrics module decision_rules.regression.prediction module decision_rules.regression.prediction_indicators module decision_rules.regression.rule module decision_rules.regression.ruleset module decision_rules.serialization.utils module decision_rules.settings module decision_rules.similarity.calculate module decision_rules.similarity.ruleset module decision_rules.similarity.semantic module decision_rules.similarity.syntactic module decision_rules.survival.kaplan_meier module decision_rules.survival.metrics module decision_rules.survival.prediction module decision_rules.survival.prediction_indicators module decision_rules.survival.rule module decision_rules.survival.ruleset module default_conclusion (decision_rules.core.ruleset.AbstractRuleSet property) deserialize() (decision_rules.serialization.utils.JSONClassSerializer class method) (decision_rules.serialization.utils.JSONSerializer class method)

E

ElementaryCondition (class in decision_rules.conditions) estimator (decision_rules.survival.rule.SurvivalConclusion property)

events_count (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) (decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute)

F

F1_macro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) F1_micro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) F1_score (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) F1_weighted (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) f_bayesian_confirmation() (in module decision_rules.measures) f_measure() (in module decision_rules.measures) FirstRuleCoveringStrategy (class in decision_rules.core.prediction)

fit() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) FLOAT_DISPLAY_PRECISION (in module decision_rules.settings) FN (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) for_classes (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicators attribute) FP (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) from_kaplan_meier() (decision_rules.survival.prediction.SurvivalPrediction static method) FULL (decision_rules.serialization.utils.SerializationModes attribute) full_coverage() (in module decision_rules.measures)

G

G_mean (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) G_mean_macro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) G_mean_micro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) G_mean_weighted (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) g_measure() (in module decision_rules.measures) general (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicators attribute) (decision_rules.regression.prediction_indicators.RegressionPredictionIndicators attribute) (decision_rules.survival.prediction_indicators.SurvivalPredictionIndicators attribute) geo_rss() (in module decision_rules.measures) get_at_risk_count_at() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) get_coverage_dict() (decision_rules.core.rule.AbstractRule method) (decision_rules.regression.rule.RegressionRule method) (decision_rules.survival.rule.SurvivalRule method) get_default_prediction_strategy_class() (decision_rules.classification.ruleset.ClassificationRuleSet method) (decision_rules.regression.ruleset.RegressionRuleSet method) (decision_rules.survival.ruleset.SurvivalRuleSet method)

get_dict() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) get_events_count_at() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) get_histograms() (in module decision_rules.histogram) get_measure_function_by_name() (in module decision_rules.helpers.measures) get_metrics_calculator() (decision_rules.classification.metrics.ClassificationRulesMetrics method) (decision_rules.core.metrics.AbstractRulesMetrics method) (decision_rules.regression.metrics.RegressionRulesMetrics method) (decision_rules.survival.metrics.SurvivalRulesMetrics method) get_metrics_object_instance() (decision_rules.classification.ruleset.ClassificationRuleSet method) (decision_rules.core.ruleset.AbstractRuleSet method) (decision_rules.regression.ruleset.RegressionRuleSet method) (decision_rules.survival.ruleset.SurvivalRuleSet method) get_probability_at() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) get_significant_fraction() (in module decision_rules.helpers.p_values)

H

histogram (decision_rules.regression.prediction_indicators.RegressionPredictionHistogram attribute) (decision_rules.regression.prediction_indicators.RegressionPredictionIndicators attribute)

Histograms (class in decision_rules.histogram) histograms (decision_rules.histogram.Histograms attribute)

I

ibs (decision_rules.survival.prediction_indicators.SurvivalGeneralPredictionIndicators attribute) information_gain() (in module decision_rules.measures) instantiate() (decision_rules.serialization.utils.SerializationModes class method) integrated_bier_score() (decision_rules.survival.ruleset.SurvivalRuleSet method) invalidate_cache() (decision_rules.core.condition.AbstractCondition method) InvalidCoverageError

InvalidStateError is_empty() (decision_rules.classification.rule.ClassificationConclusion method) (decision_rules.core.rule.AbstractConclusion method) (decision_rules.regression.rule.RegressionConclusion method) (decision_rules.survival.rule.SurvivalConclusion method) is_using_default_conclusion (decision_rules.core.ruleset.AbstractRuleSet property)

J

j_measure() (in module decision_rules.measures) JACCARD (decision_rules.similarity.semantic.SimilarityMeasure attribute)

JSONClassSerializer (class in decision_rules.serialization.utils) JSONSerializer (class in decision_rules.serialization.utils)

K

kaplan_meier_estimator (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) KaplanMeierEstimator (class in decision_rules.survival.kaplan_meier) KaplanMeierEstimatorDict (class in decision_rules.survival.kaplan_meier)

kappa() (in module decision_rules.measures) klosgen() (in module decision_rules.measures) KULCZYNSKI (decision_rules.similarity.semantic.SimilarityMeasure attribute)

L

laplace() (in module decision_rules.measures) lift() (in module decision_rules.measures) local_explainability() (decision_rules.core.ruleset.AbstractRuleSet method) (decision_rules.survival.ruleset.SurvivalRuleSet method) log_rank (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)

log_rank() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator static method) logical_sufficiency() (in module decision_rules.measures) LogicOperators (class in decision_rules.conditions) LR_minus (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) LR_plus (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)

M

m_estimate() (in module decision_rules.measures) MAE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute) make_empty() (decision_rules.classification.rule.ClassificationConclusion static method) (decision_rules.core.rule.AbstractConclusion static method) (decision_rules.regression.rule.RegressionConclusion static method) (decision_rules.survival.rule.SurvivalConclusion static method) MAPE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute) max (decision_rules.histogram.Histograms attribute) (decision_rules.regression.prediction_indicators.RegressionPredictionHistogram attribute) maxError (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute) MCC (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) median_sruvival_time_cli (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) median_survival_time (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) (decision_rules.survival.prediction.SurvivalPrediction attribute) min (decision_rules.histogram.Histograms attribute) (decision_rules.regression.prediction_indicators.RegressionPredictionHistogram attribute) MINIMAL (decision_rules.serialization.utils.SerializationModes attribute) model_config (decision_rules.histogram.Histograms attribute) model_fields (decision_rules.histogram.Histograms attribute) module decision_rules.classification.metrics decision_rules.classification.prediction decision_rules.classification.prediction_indicators decision_rules.classification.rule decision_rules.classification.ruleset decision_rules.conditions decision_rules.core.condition decision_rules.core.coverage decision_rules.core.exceptions decision_rules.core.metrics decision_rules.core.prediction decision_rules.core.rule decision_rules.core.ruleset decision_rules.core.simplifier decision_rules.core.test_measures decision_rules.helpers.dataset_transformer decision_rules.helpers.measures decision_rules.helpers.p_values decision_rules.histogram decision_rules.importances decision_rules.measures decision_rules.problem decision_rules.regression.metrics decision_rules.regression.prediction decision_rules.regression.prediction_indicators decision_rules.regression.rule decision_rules.regression.ruleset decision_rules.serialization.utils decision_rules.settings decision_rules.similarity.calculate decision_rules.similarity.ruleset decision_rules.similarity.semantic decision_rules.similarity.syntactic decision_rules.survival.kaplan_meier decision_rules.survival.metrics decision_rules.survival.prediction decision_rules.survival.prediction_indicators decision_rules.survival.rule decision_rules.survival.ruleset

mutual_support() (in module decision_rules.measures)

N

N (decision_rules.core.coverage.ClassificationCoverageInfodict attribute) n (decision_rules.core.coverage.ClassificationCoverageInfodict attribute) N (decision_rules.core.coverage.Coverage attribute) n (decision_rules.core.coverage.Coverage attribute) N (decision_rules.core.coverage.RegressionCoverageInfodict attribute) n (decision_rules.core.coverage.RegressionCoverageInfodict attribute) N (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) n (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) negative_covered_mask() (decision_rules.core.rule.AbstractRule method)

negative_uncovered_mask() (decision_rules.core.rule.AbstractRule method) negatives_mask() (decision_rules.core.rule.AbstractConclusion method) NESTED (decision_rules.helpers.dataset_transformer.ConditionalDatasetTransformer.Methods attribute) NominalCondition (class in decision_rules.conditions) Not_covered_by_prediction (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute) (decision_rules.survival.prediction_indicators.SurvivalGeneralPredictionIndicators attribute) novelty() (in module decision_rules.measures) NPV (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)

O

Odd_ratio (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)

odds_ratio() (in module decision_rules.measures) one_way_support() (in module decision_rules.measures)

P

P (decision_rules.core.coverage.ClassificationCoverageInfodict attribute) p (decision_rules.core.coverage.ClassificationCoverageInfodict attribute) P (decision_rules.core.coverage.Coverage attribute) p (decision_rules.core.coverage.Coverage attribute) P (decision_rules.core.coverage.RegressionCoverageInfodict attribute) p (decision_rules.core.coverage.RegressionCoverageInfodict attribute) P (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) p (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) pawlak_dependency_factor() (in module decision_rules.measures) positive_covered_mask() (decision_rules.core.rule.AbstractRule method) positive_uncovered_mask() (decision_rules.core.rule.AbstractRule method) positives_mask() (decision_rules.classification.rule.ClassificationConclusion method) (decision_rules.core.rule.AbstractConclusion method) (decision_rules.regression.rule.RegressionConclusion method) (decision_rules.survival.rule.SurvivalConclusion method)

PPV (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) precision() (in module decision_rules.measures) predict() (decision_rules.core.prediction.PredictionStrategy method) (decision_rules.core.ruleset.AbstractRuleSet method) prediction_strategies_choice (decision_rules.classification.ruleset.ClassificationRuleSet property) (decision_rules.regression.ruleset.RegressionRuleSet property) (decision_rules.survival.ruleset.SurvivalRuleSet property) PredictionStrategy (class in decision_rules.core.prediction) probabilities (decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute) (decision_rules.survival.prediction.SurvivalPrediction attribute) ProblemTypes (class in decision_rules.problem) process_surv_info() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)

Q

q2() (in module decision_rules.measures)

qth_survival_time() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) qth_survival_times() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)

R

Recall (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) Recall_macro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) Recall_micro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) Recall_weighted (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) register_serializer() (decision_rules.serialization.utils.JSONSerializer class method) (in module decision_rules.serialization.utils) REGRESSION (decision_rules.problem.ProblemTypes attribute) RegressionConclusion (class in decision_rules.regression.rule) RegressionCoverageInfodict (class in decision_rules.core.coverage) RegressionGeneralPredictionIndicators (class in decision_rules.regression.prediction_indicators) RegressionPredictionHistogram (class in decision_rules.regression.prediction_indicators) RegressionPredictionIndicators (class in decision_rules.regression.prediction_indicators) RegressionRule (class in decision_rules.regression.rule)

RegressionRuleSet (class in decision_rules.regression.ruleset) RegressionRulesMetrics (class in decision_rules.regression.metrics) Relative_risk (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) relative_risk() (in module decision_rules.measures) restricted_mean_survival_time (decision_rules.core.coverage.SurvivalCoverageInfodict attribute) reverse() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) ripper() (in module decision_rules.measures) rMAE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute) RMSE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute) rRMSE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute) rss() (in module decision_rules.measures) rule_interest() (in module decision_rules.measures) RulesetSimplifier (class in decision_rules.core.simplifier)

S

s_bayesian() (in module decision_rules.measures) SEMANTIC (decision_rules.similarity.calculate.SimilarityType attribute) sensitivity() (in module decision_rules.measures) SerializationModes (class in decision_rules.serialization.utils) serialize() (decision_rules.serialization.utils.JSONClassSerializer class method) (decision_rules.serialization.utils.JSONSerializer class method) set_default_conclusion_enabled() (decision_rules.core.ruleset.AbstractRuleSet method) set_survival_time_attr() (decision_rules.survival.rule.SurvivalRule method) SimilarityMeasure (class in decision_rules.similarity.semantic) SimilarityType (class in decision_rules.similarity.calculate) simplify() (decision_rules.core.simplifier.RulesetSimplifier method) Specificity (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute) (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) specificity() (in module decision_rules.measures) SPLIT (decision_rules.helpers.dataset_transformer.ConditionalDatasetTransformer.Methods attribute) split_dataset() (decision_rules.core.ruleset.AbstractRuleSet method)

supported_metrics (decision_rules.classification.metrics.ClassificationRulesMetrics property) (decision_rules.core.metrics.AbstractRulesMetrics property) (decision_rules.regression.metrics.RegressionRulesMetrics property) (decision_rules.survival.metrics.SurvivalRulesMetrics property) surv_info (decision_rules.survival.kaplan_meier.KaplanMeierEstimator property) SurvInfo (class in decision_rules.survival.kaplan_meier) SURVIVAL (decision_rules.problem.ProblemTypes attribute) SurvivalConclusion (class in decision_rules.survival.rule) SurvivalCoverageInfodict (class in decision_rules.core.coverage) SurvivalGeneralPredictionIndicators (class in decision_rules.survival.prediction_indicators) SurvivalPrediction (class in decision_rules.survival.prediction) SurvivalPredictionIndicators (class in decision_rules.survival.prediction_indicators) SurvivalRule (class in decision_rules.survival.rule) SurvivalRuleSet (class in decision_rules.survival.ruleset) SurvivalRulesMetrics (class in decision_rules.survival.metrics) SYNTACTIC (decision_rules.similarity.calculate.SimilarityType attribute) SyntacticRuleSimilarityCalculator (class in decision_rules.similarity.syntactic)

T

times (decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute) (decision_rules.survival.prediction.SurvivalPrediction attribute) TN (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) to_kaplan_meier() (decision_rules.survival.prediction.SurvivalPrediction method) to_string() (decision_rules.conditions.AttributesCondition method) (decision_rules.conditions.CompoundCondition method) (decision_rules.conditions.ElementaryCondition method) (decision_rules.conditions.NominalCondition method) (decision_rules.core.condition.AbstractCondition method)

TOP_LEVEL (decision_rules.helpers.dataset_transformer.ConditionalDatasetTransformer.Methods attribute) TP (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute) train_covered_y_mean (decision_rules.core.coverage.RegressionCoverageInfodict attribute) train_covered_y_std (decision_rules.core.coverage.RegressionCoverageInfodict attribute) transform() (decision_rules.helpers.dataset_transformer.ConditionalDatasetTransformer method) two_way_support() (in module decision_rules.measures) type_of_problem (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicators attribute) (decision_rules.regression.prediction_indicators.RegressionPredictionIndicators attribute) (decision_rules.survival.prediction_indicators.SurvivalPredictionIndicators attribute)

U

uncovered_mask() (decision_rules.core.condition.AbstractCondition method) update() (decision_rules.classification.ruleset.ClassificationRuleSet method) (decision_rules.core.ruleset.AbstractRuleSet method) (decision_rules.regression.ruleset.RegressionRuleSet method) (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method) (decision_rules.survival.ruleset.SurvivalRuleSet method)

update_meta() (decision_rules.core.ruleset.AbstractRuleSet method) update_using_coverages() (decision_rules.classification.ruleset.ClassificationRuleSet method) (decision_rules.core.ruleset.AbstractRuleSet method) (decision_rules.regression.ruleset.RegressionRuleSet method) (decision_rules.survival.ruleset.SurvivalRuleSet method) uuid (decision_rules.core.rule.AbstractRule property)

V

value (decision_rules.regression.rule.RegressionConclusion property) VotingPredictionStrategy (class in decision_rules.classification.prediction) (class in decision_rules.regression.prediction) (class in decision_rules.survival.prediction)

W

weighted_laplace() (in module decision_rules.measures)

weighted_relative_accuracy() (in module decision_rules.measures)

Y

y_train_median (decision_rules.regression.ruleset.RegressionRuleSet property)

yails() (in module decision_rules.measures)