Index

_

__init__() (ruleopt.Explainer method) (ruleopt.RUGClassifier method) (ruleopt.rule_cost.Mixed method) (ruleopt.rule_cost.MixedSigmoid method) (ruleopt.RUXClassifier method) (ruleopt.RUXLGBMClassifier method) (ruleopt.RUXXGBClassifier method) (ruleopt.solver.CPLEXSolver method) (ruleopt.solver.GurobiSolver method) (ruleopt.solver.ORToolsSolver method)

C

classes (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property)

coefficients (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property) CPLEXSolver (class in ruleopt.solver)

D

decision_rules (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property)

decision_trees (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property)

E

evaluate_rule_coverage_metrics() (ruleopt.Explainer method)

Explainer (class in ruleopt)

F

find_applicable_rules_for_samples() (ruleopt.Explainer method) fit() (ruleopt.RUGClassifier method) (ruleopt.RUXClassifier method) (ruleopt.RUXLGBMClassifier method) (ruleopt.RUXXGBClassifier method)

G

Gini (class in ruleopt.rule_cost)

GurobiSolver (class in ruleopt.solver)

I

is_fitted (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property)

K

k (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property)

L

Length (class in ruleopt.rule_cost)

M

majority_class (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property) majority_probability (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property)

Mixed (class in ruleopt.rule_cost) MixedSigmoid (class in ruleopt.rule_cost)

O

ORToolsSolver (class in ruleopt.solver)

P

predict() (ruleopt.RUGClassifier method) (ruleopt.RUXClassifier method) (ruleopt.RUXLGBMClassifier method) (ruleopt.RUXXGBClassifier method)

predict_proba() (ruleopt.RUGClassifier method) (ruleopt.RUXClassifier method) (ruleopt.RUXLGBMClassifier method) (ruleopt.RUXXGBClassifier method)

R

retrieve_rule_details() (ruleopt.Explainer method) RUGClassifier (class in ruleopt) rule_columns (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property)

rule_info (ruleopt.RUGClassifier property) (ruleopt.RUXClassifier property) (ruleopt.RUXLGBMClassifier property) (ruleopt.RUXXGBClassifier property) RUXClassifier (class in ruleopt) RUXLGBMClassifier (class in ruleopt) RUXXGBClassifier (class in ruleopt)

S

summarize_rule_metrics() (ruleopt.Explainer method)