Index

_

__init__() (RuleTreeBase method) (RuleTreeBaseGainSplitter method) (RuleTreeBaseSplitter method) (RuleTreeBaseStump method) (RuleTreeBaseTransformer method)

A

apply() (RuleTree method) (RuleTreeBaseSplitter method) (RuleTreeBaseStump method)

B

balance_metric() (in module RuleTree.utils.fairness_metrics)

bic() (in module RuleTree.utils.bic_estimator) BivariateTransformer (class in RuleTree.stumps.transformers.BivariateTransformer)

C

CA (class in RuleTree.utils.light_famd.ca) cache_namespace() (RuleTreeBaseStump method) calculate_mode() (in module RuleTree.utils.data_utils) candidate_thresholds() (RuleTreeBaseGainSplitter method) check_additional_halting_condition() (RuleTree method) (RuleTreeClassifier method) check_oblique_split_type() (in module RuleTree.stumps.ObliqueTreeStump) cityblock() (in module RuleTree.utils.shapelet_transform.matrix_to_vector_distances) ClassificationSplitter (class in RuleTree.stumps.splitters.ClassificationSplitter) clear_cache() (RuleTree method) closer_to_second() (in module RuleTree.stumps.transformers.ProximityTransformer) coefficients (ObliquePivotTreeStump property) (ObliqueTreeStump property)

column_correlation() (MFA method) (PCA method) combination() (ObliquePivotTransformer method) (ObliqueTransformer method) combination_rule() (in module RuleTree.stumps.ObliqueTreeStump) complete_tree() (RuleTreeClassifier class method) compute_k_anonimity() (in module RuleTree.utils.privacy_utils) compute_l_diversity() (in module RuleTree.utils.privacy_utils) compute_log_det_cholesky() (in module RuleTree.utils.bic_estimator) compute_precision_cholesky() (in module RuleTree.utils.bic_estimator) compute_svd() (in module RuleTree.utils.light_famd.svd) compute_t_closeness() (in module RuleTree.utils.privacy_utils) cosine() (in module RuleTree.utils.shapelet_transform.matrix_to_vector_distances)

D

DecisionTreeStumpClassifier (class in RuleTree.stumps.classification.DecisionTreeStumpClassifier) DecisionTreeStumpRegressor (class in RuleTree.stumps.regression.DecisionTreeStumpRegressor) default() (json_numpy_encoder method) describe_partial_pivot() (in module RuleTree.stumps.classification.PartialPivotTreeStumpClassifier)

df_correlation() (in module RuleTree.utils.light_famd.util) dict_to_node() (RuleTreeBaseStump class method) (RuleTreeNode class method) (Stump class method)

E

EBMRegressor (class in RuleTree.ensemble.EBMRegressor) encode_node() (RuleTreeNode method) entropy() (in module RuleTree.utils.data_utils) estimate_gaussian_covariances() (in module RuleTree.utils.bic_estimator) estimate_log_prob() (in module RuleTree.utils.bic_estimator) estimate_log_weights() (in module RuleTree.utils.bic_estimator) estimate_parameters() (in module RuleTree.utils.bic_estimator) estimate_weighted_log_prob() (in module RuleTree.utils.bic_estimator) euclidean() (in module RuleTree.utils.shapelet_transform.matrix_to_vector_distances) eval_contributions() (RuleTree method) evaluate_classification() (in module RuleTree.evaluation)

evaluate_clustering() (in module RuleTree.evaluation) evaluate_clustering_internal() (in module RuleTree.evaluation) evaluate_fairness() (in module RuleTree.evaluation) evaluate_interpretability() (in module RuleTree.evaluation) evaluate_regression() (in module RuleTree.evaluation) explained_variance_ (CA property) (PCA property) explained_variance_ratio_ (CA property) (PCA property) export_graphviz() (RuleTree method) (RuleTreeNode method)

F

FairSplitter (class in RuleTree.stumps.splitters.FairSplitter) FairTreeStumpRegressor (class in RuleTree.stumps.regression.FairTreeStumpRegressor) FAMD (class in RuleTree.utils.light_famd.famd) feature_id() (MultiplePivotTransformer method) (ObliquePivotTransformer method) (ObliqueTransformer method) (PivotTransformer method) (RuleTreeBaseTransformer method) feature_original (Stump property) fit() (CA method) (ClassificationSplitter method) (EBMRegressor method) (FairSplitter method) (FAMD method) (GBoostClassifier method) (GBoostRegressor method) (MatrixTransformer method) (MCA method) (MFA method) (MultiplePivotTransformer method) (ObliquePivotTransformer method) (ObliqueTransformer method) (OneHotEncoder method) (PartialPivotTransformer method) (PartialProximityTransformer method) (PCA method) (PivotTransformer method) (ProximityTransformer method) (RegressionSplitter method) (RuleTree method) (RuleTreeBase method) (RuleTreeBaseGainSplitter method) (RuleTreeBaseSplitter method) (RuleTreeBaseStump method) (RuleTreeBaseTransformer method) (Shapelets method) (ShapeletTransformer method) (Stump method) (XGBoostSplitter method)

fit_predict() (RuleTreeCluster method) fit_transform() (FAMD method) (MFA method) (PCA method) format_combination() (in module RuleTree.stumps.ObliqueTreeStump) from_dict() (RuleTree class method)

G

gain (XGBoostStumpRegressor property) gain() (RuleTreeBaseGainSplitter method) gain_ (Stump property) GBoostClassifier (class in RuleTree.ensemble.GBoostClassifier) GBoostRegressor (class in RuleTree.ensemble.GBoostRegressor) get_balanced_stumps() (RuleTreeClassifier method) get_cache() (RuleTree method) get_depth() (RuleTreeNode method) get_gain_ratio() (in module RuleTree.utils.data_utils) get_graphviz_rule() (ProximityTreeStump method) (RuleTreeBaseStump method) (ShapeletTreeStumpClassifier method) (ShapeletTreeStumpRegressor method) get_info_gain() (in module RuleTree.utils.data_utils) get_leaf_nodes() (RuleTree method) (RuleTreeNode method) get_n_parameters() (in module RuleTree.utils.bic_estimator) get_node_by_id() (RuleTree method) (RuleTreeNode method) get_pivots() (MultiplePivotTreeStump method) (ObliquePivotTreeStump method) (PivotTreeStump method) get_possible_outputs() (RuleTreeNode method) get_predicates() (RuleTree method) (RuleTreeNode method) get_rule() (DecisionTreeStumpClassifier method) (DecisionTreeStumpRegressor method) (FairTreeStumpRegressor method) (MultiplePivotTreeStump method) (ObliquePivotTreeStump method) (ObliqueTreeStump method) (PartialPivotTreeStumpClassifier method) (PartialProximityTreeStump method) (PivotTreeStump method) (ProximityTreeStump method) (RuleTreeBaseStump method) (RuleTreeNode method) (ShapeletTreeStumpClassifier method) (ShapeletTreeStumpRegressor method) (Stump method)

get_rules() (RuleTree method) get_state() (MultiplePivotTransformer method) (ObliquePivotTransformer method) (ObliqueTransformer method) (PartialPivotTransformer method) (PartialProximityTransformer method) (PivotTransformer method) (ProximityTransformer method) (RuleTreeBaseSplitter method) (RuleTreeBaseTransformer method) (ShapeletTransformer method) get_threshold_values() (XGBoostSplitter method) gini() (in module RuleTree.utils.data_utils) graphviz_shapelets() (in module RuleTree.utils.shapelet_transform.drawing)

H

HouseholderTransformer (class in RuleTree.stumps.transformers.HouseholderTransformer)

I

import_optional() (in module RuleTree.utils.optional) impurity (Stump property) inverse_preprocessing() (in module RuleTree.utils.data_utils) invert_transform() (PCA method)

is_categorical (Stump property) is_leaf() (RuleTreeNode method) is_split_useless() (RuleTree method) (RuleTreeCluster method)

J

json_numpy_encoder (class in RuleTree.utils.data_utils)

L

local_interpretation() (RuleTree method) (RuleTreeClassifier method) (RuleTreeRegressor method)

log_odds() (in module RuleTree.utils.data_utils)

M

make_leaf() (RuleTree method) (RuleTreeNode method) make_split() (RuleTree method) (RuleTreeCluster method) MatrixTransformer (class in RuleTree.stumps.transformers.MatrixTransformer) max_fairness_cost() (in module RuleTree.utils.fairness_metrics) MCA (class in RuleTree.utils.light_famd.mca) MFA (class in RuleTree.utils.light_famd.mfa) min_samples_leaf (RuleTreeBaseGainSplitter attribute) MissingOptionalDependencyError module RuleTree.ensemble.EBMRegressor RuleTree.ensemble.GBoostClassifier RuleTree.ensemble.GBoostRegressor RuleTree.ensemble.XGBoostRegressor RuleTree.exceptions RuleTree.stumps.classification.DecisionTreeStumpClassifier RuleTree.stumps.classification.MultipleObliquePivotTreeStumpClassifier RuleTree.stumps.classification.MultiplePivotTreeStumpClassifier RuleTree.stumps.classification.ObliqueDecisionTreeStumpClassifier RuleTree.stumps.classification.ObliquePivotTreeStumpClassifier RuleTree.stumps.classification.PartialPivotTreeStumpClassifier RuleTree.stumps.classification.PartialProximityTreeStumpClassifier RuleTree.stumps.classification.PivotTreeStumpClassifier RuleTree.stumps.classification.ProximityTreeStumpClassifier RuleTree.stumps.classification.ShapeletTreeStumpClassifier RuleTree.stumps.ObliqueTreeStump RuleTree.stumps.PivotTreeStump RuleTree.stumps.ProximityTreeStump RuleTree.stumps.regression.DecisionTreeStumpRegressor RuleTree.stumps.regression.FairTreeStumpRegressor RuleTree.stumps.regression.ObliqueDecisionTreeStumpRegressor RuleTree.stumps.regression.PivotTreeStumpRegressor RuleTree.stumps.regression.ProximityTreeStumpRegressor RuleTree.stumps.regression.ShapeletTreeStumpRegressor RuleTree.stumps.regression.XGBoostStumpRegressor RuleTree.stumps.splitters.ClassificationSplitter RuleTree.stumps.splitters.FairSplitter RuleTree.stumps.splitters.RegressionSplitter RuleTree.stumps.splitters.XGBoostSplitter RuleTree.stumps.Stump RuleTree.stumps.transformers.BivariateTransformer RuleTree.stumps.transformers.HouseholderTransformer RuleTree.stumps.transformers.MatrixTransformer RuleTree.stumps.transformers.MultiplePivotTransformer RuleTree.stumps.transformers.ObliquePivotTransformer RuleTree.stumps.transformers.ObliqueTransformer RuleTree.stumps.transformers.PartialPivotTransformer RuleTree.stumps.transformers.PartialProximityTransformer RuleTree.stumps.transformers.PivotTransformer RuleTree.stumps.transformers.ProximityTransformer RuleTree.stumps.transformers.ShapeletTransformer RuleTree.tree.RuleTree RuleTree.tree.RuleTreeClassifier RuleTree.tree.RuleTreeCluster RuleTree.tree.RuleTreeNode RuleTree.tree.RuleTreeRegressor RuleTree.utils.bic_estimator RuleTree.utils.data_utils RuleTree.utils.define RuleTree.utils.fairness_metrics RuleTree.utils.light_famd.ca RuleTree.utils.light_famd.famd RuleTree.utils.light_famd.mca RuleTree.utils.light_famd.mfa RuleTree.utils.light_famd.one_hot RuleTree.utils.light_famd.pca RuleTree.utils.light_famd.svd RuleTree.utils.light_famd.util RuleTree.utils.optional RuleTree.utils.privacy_utils RuleTree.utils.shapelet_transform.drawing RuleTree.utils.shapelet_transform.matrix_to_vector_distances RuleTree.utils.shapelet_transform.Shapelets

MultipleObliquePivotTreeStumpClassifier (class in RuleTree.stumps.classification.MultipleObliquePivotTreeStumpClassifier) MultiplePivotTransformer (class in RuleTree.stumps.transformers.MultiplePivotTransformer) MultiplePivotTreeStump (class in RuleTree.stumps.PivotTreeStump) MultiplePivotTreeStumpClassifier (class in RuleTree.stumps.classification.MultiplePivotTreeStumpClassifier)

N

node_to_dict() (RuleTreeBaseStump method) (RuleTreeNode method) (Stump method)

NoSplitFoundWarning

O

oblique_features() (ObliqueTransformer method) ObliqueDecisionTreeStumpClassifier (class in RuleTree.stumps.classification.ObliqueDecisionTreeStumpClassifier) ObliqueDecisionTreeStumpRegressor (class in RuleTree.stumps.regression.ObliqueDecisionTreeStumpRegressor) ObliquePivotTransformer (class in RuleTree.stumps.transformers.ObliquePivotTransformer)

ObliquePivotTreeStump (class in RuleTree.stumps.PivotTreeStump) ObliquePivotTreeStumpClassifier (class in RuleTree.stumps.classification.ObliquePivotTreeStumpClassifier) ObliqueTransformer (class in RuleTree.stumps.transformers.ObliqueTransformer) ObliqueTreeStump (class in RuleTree.stumps.ObliqueTreeStump) OneHotEncoder (class in RuleTree.utils.light_famd.one_hot)

P

partial_fit() (RuleTree method) PartialPivotTransformer (class in RuleTree.stumps.transformers.PartialPivotTransformer) PartialPivotTreeStumpClassifier (class in RuleTree.stumps.classification.PartialPivotTreeStumpClassifier) PartialProximityTransformer (class in RuleTree.stumps.transformers.PartialProximityTransformer) PartialProximityTreeStump (class in RuleTree.stumps.ProximityTreeStump) PartialProximityTreeStumpClassifier (class in RuleTree.stumps.classification.PartialProximityTreeStumpClassifier) PCA (class in RuleTree.utils.light_famd.pca) PivotTransformer (class in RuleTree.stumps.transformers.PivotTransformer) PivotTreeStump (class in RuleTree.stumps.PivotTreeStump) PivotTreeStumpClassifier (class in RuleTree.stumps.classification.PivotTreeStumpClassifier) PivotTreeStumpRegressor (class in RuleTree.stumps.regression.PivotTreeStumpRegressor) predict() (EBMRegressor method) (GBoostClassifier method) (GBoostRegressor method) (RuleTree method) (RuleTreeBase method) (RuleTreeNode method)

predict_proba() (RuleTreeClassifier method) (RuleTreeClusterClassifier method) prepare_data() (in module RuleTree.utils.data_utils) prepare_node() (RuleTree method) (RuleTreeClassifier method) (RuleTreeCluster method) (RuleTreeClusterClassifier method) (RuleTreeClusterRegressor method) (RuleTreeRegressor method) preprocessing() (in module RuleTree.utils.data_utils) print_rules() (RuleTree class method) privacy_metric() (in module RuleTree.utils.fairness_metrics) privacy_metric_all() (in module RuleTree.utils.fairness_metrics) proximity_rule() (in module RuleTree.stumps.ProximityTreeStump) ProximityTransformer (class in RuleTree.stumps.transformers.ProximityTransformer) ProximityTreeStump (class in RuleTree.stumps.ProximityTreeStump) ProximityTreeStumpClassifier (class in RuleTree.stumps.classification.ProximityTreeStumpClassifier) ProximityTreeStumpRegressor (class in RuleTree.stumps.regression.ProximityTreeStumpRegressor)

Q

queue_pop() (RuleTree method) queue_push() (RuleTree method) (RuleTreeClassifier method) (RuleTreeCluster method) (RuleTreeRegressor method)

R

refit_after_select (PartialPivotTransformer attribute) (RuleTreeBaseTransformer attribute) RegressionSplitter (class in RuleTree.stumps.splitters.RegressionSplitter) RuleTree (class in RuleTree.tree.RuleTree) RuleTree.ensemble.EBMRegressor module RuleTree.ensemble.GBoostClassifier module RuleTree.ensemble.GBoostRegressor module RuleTree.ensemble.XGBoostRegressor module RuleTree.exceptions module RuleTree.stumps.classification.DecisionTreeStumpClassifier module RuleTree.stumps.classification.MultipleObliquePivotTreeStumpClassifier module RuleTree.stumps.classification.MultiplePivotTreeStumpClassifier module RuleTree.stumps.classification.ObliqueDecisionTreeStumpClassifier module RuleTree.stumps.classification.ObliquePivotTreeStumpClassifier module RuleTree.stumps.classification.PartialPivotTreeStumpClassifier module RuleTree.stumps.classification.PartialProximityTreeStumpClassifier module RuleTree.stumps.classification.PivotTreeStumpClassifier module RuleTree.stumps.classification.ProximityTreeStumpClassifier module RuleTree.stumps.classification.ShapeletTreeStumpClassifier module RuleTree.stumps.ObliqueTreeStump module RuleTree.stumps.PivotTreeStump module RuleTree.stumps.ProximityTreeStump module RuleTree.stumps.regression.DecisionTreeStumpRegressor module RuleTree.stumps.regression.FairTreeStumpRegressor module RuleTree.stumps.regression.ObliqueDecisionTreeStumpRegressor module RuleTree.stumps.regression.PivotTreeStumpRegressor module RuleTree.stumps.regression.ProximityTreeStumpRegressor module RuleTree.stumps.regression.ShapeletTreeStumpRegressor module RuleTree.stumps.regression.XGBoostStumpRegressor module RuleTree.stumps.splitters.ClassificationSplitter module RuleTree.stumps.splitters.FairSplitter module RuleTree.stumps.splitters.RegressionSplitter module RuleTree.stumps.splitters.XGBoostSplitter module RuleTree.stumps.Stump module RuleTree.stumps.transformers.BivariateTransformer module RuleTree.stumps.transformers.HouseholderTransformer module RuleTree.stumps.transformers.MatrixTransformer module

RuleTree.stumps.transformers.MultiplePivotTransformer module RuleTree.stumps.transformers.ObliquePivotTransformer module RuleTree.stumps.transformers.ObliqueTransformer module RuleTree.stumps.transformers.PartialPivotTransformer module RuleTree.stumps.transformers.PartialProximityTransformer module RuleTree.stumps.transformers.PivotTransformer module RuleTree.stumps.transformers.ProximityTransformer module RuleTree.stumps.transformers.ShapeletTransformer module RuleTree.tree.RuleTree module RuleTree.tree.RuleTreeClassifier module RuleTree.tree.RuleTreeCluster module RuleTree.tree.RuleTreeNode module RuleTree.tree.RuleTreeRegressor module RuleTree.utils.bic_estimator module RuleTree.utils.data_utils module RuleTree.utils.define module RuleTree.utils.fairness_metrics module RuleTree.utils.light_famd.ca module RuleTree.utils.light_famd.famd module RuleTree.utils.light_famd.mca module RuleTree.utils.light_famd.mfa module RuleTree.utils.light_famd.one_hot module RuleTree.utils.light_famd.pca module RuleTree.utils.light_famd.svd module RuleTree.utils.light_famd.util module RuleTree.utils.optional module RuleTree.utils.privacy_utils module RuleTree.utils.shapelet_transform.drawing module RuleTree.utils.shapelet_transform.matrix_to_vector_distances module RuleTree.utils.shapelet_transform.Shapelets module RuleTreeBase (class in RuleTree.base.RuleTreeBase) RuleTreeBaseGainSplitter (class in RuleTree.base.RuleTreeBaseGainSplitter) RuleTreeBaseSplitter (class in RuleTree.base.RuleTreeBaseSplitter) RuleTreeBaseStump (class in RuleTree.base.RuleTreeBaseStump) RuleTreeBaseTransformer (class in RuleTree.base.RuleTreeBaseTransformer) RuleTreeClassifier (class in RuleTree.tree.RuleTreeClassifier) RuleTreeCluster (class in RuleTree.tree.RuleTreeCluster) RuleTreeClusterClassifier (class in RuleTree.tree.RuleTreeCluster) RuleTreeClusterRegressor (class in RuleTree.tree.RuleTreeCluster) RuleTreeNode (class in RuleTree.tree.RuleTreeNode) RuleTreeRegressor (class in RuleTree.tree.RuleTreeRegressor)

S

scaler_from_state() (in module RuleTree.stumps.transformers.PivotTransformer) scaler_state() (in module RuleTree.stumps.transformers.PivotTransformer) score() (in module RuleTree.utils.bic_estimator) score_samples() (in module RuleTree.utils.bic_estimator) select() (MultiplePivotTransformer method) (ObliquePivotTransformer method) (ObliqueTransformer method) (PartialPivotTransformer method) (PartialProximityTransformer method) (PivotTransformer method) (ProximityTransformer method) (RuleTreeBaseTransformer method) select_stumps() (in module RuleTree.utils.data_utils) set_fit_request() (BivariateTransformer method) (ClassificationSplitter method) (DecisionTreeStumpClassifier method) (DecisionTreeStumpRegressor method) (EBMRegressor method) (FairSplitter method) (FairTreeStumpRegressor method) (GBoostClassifier method) (GBoostRegressor method) (HouseholderTransformer method) (MatrixTransformer method) (MultipleObliquePivotTreeStumpClassifier method) (MultiplePivotTransformer method) (MultiplePivotTreeStumpClassifier method) (ObliqueDecisionTreeStumpClassifier method) (ObliqueDecisionTreeStumpRegressor method) (ObliquePivotTransformer method) (ObliquePivotTreeStumpClassifier method) (ObliqueTransformer method) (PartialPivotTransformer method) (PartialPivotTreeStumpClassifier method) (PartialProximityTransformer method) (PartialProximityTreeStumpClassifier method) (PivotTransformer method) (PivotTreeStumpClassifier method) (PivotTreeStumpRegressor method) (ProximityTransformer method) (ProximityTreeStumpClassifier method) (ProximityTreeStumpRegressor method) (RegressionSplitter method) (RuleTree method) (RuleTreeBase method) (RuleTreeBaseGainSplitter method) (RuleTreeBaseSplitter method) (RuleTreeBaseStump method) (RuleTreeBaseTransformer method) (RuleTreeClassifier method) (RuleTreeCluster method) (RuleTreeClusterClassifier method) (RuleTreeClusterRegressor method) (RuleTreeRegressor method) (ShapeletTransformer method) (ShapeletTreeStumpClassifier method) (ShapeletTreeStumpRegressor method) (Stump method) (XGBoostRegressor method) (XGBoostSplitter method) (XGBoostStumpRegressor method)

set_partial_fit_request() (RuleTree method) (RuleTreeClassifier method) (RuleTreeCluster method) (RuleTreeClusterClassifier method) (RuleTreeClusterRegressor method) (RuleTreeRegressor method) set_predict_proba_request() (RuleTreeClassifier method) (RuleTreeClusterClassifier method) set_predict_request() (EBMRegressor method) (GBoostClassifier method) (GBoostRegressor method) (RuleTree method) (RuleTreeBase method) (RuleTreeClassifier method) (RuleTreeCluster method) (RuleTreeClusterClassifier method) (RuleTreeClusterRegressor method) (RuleTreeRegressor method) (XGBoostRegressor method) set_score_request() (EBMRegressor method) (GBoostClassifier method) (GBoostRegressor method) (RuleTreeClassifier method) (RuleTreeClusterClassifier method) (RuleTreeClusterRegressor method) (RuleTreeRegressor method) (XGBoostRegressor method) set_state() (MultiplePivotTransformer method) (ObliquePivotTransformer method) (ObliqueTransformer method) (PartialPivotTransformer method) (PartialProximityTransformer method) (PivotTransformer method) (ProximityTransformer method) (RuleTreeBaseSplitter method) (RuleTreeBaseTransformer method) (ShapeletTransformer method) set_stump() (RuleTreeNode method) Shapelets (class in RuleTree.utils.shapelet_transform.Shapelets) ShapeletTransformer (class in RuleTree.stumps.transformers.ShapeletTransformer) ShapeletTreeStumpClassifier (class in RuleTree.stumps.classification.ShapeletTreeStumpClassifier) ShapeletTreeStumpRegressor (class in RuleTree.stumps.regression.ShapeletTreeStumpRegressor) simplify() (RuleTreeNode method) sqeuclidean() (in module RuleTree.utils.shapelet_transform.matrix_to_vector_distances) st (PartialPivotTreeStumpClassifier property) (ShapeletTreeStumpClassifier property) (ShapeletTreeStumpRegressor property) Stump (class in RuleTree.stumps.Stump) stump_class() (in module RuleTree.tree.RuleTreeNode) stumps_to_trees() (RuleTreeClassifier method) supported_data_types (FairTreeStumpRegressor attribute) (MatrixTransformer attribute) (ObliqueTransformer attribute) (PartialPivotTransformer attribute) (RuleTreeBaseStump attribute) (RuleTreeBaseTransformer attribute) (ShapeletTransformer attribute) (Stump property) supports() (RuleTreeBaseStump method)

T

task (ClassificationSplitter attribute) (FairSplitter attribute) (RegressionSplitter attribute) (RuleTreeBaseSplitter attribute) (RuleTreeBaseStump property) (Stump property) (XGBoostSplitter attribute) threshold_original (Stump property) to_dict() (RuleTree method) transform() (CA method) (MatrixTransformer method) (MCA method) (MFA method) (MultiplePivotTransformer method) (ObliquePivotTransformer method) (ObliqueTransformer method) (OneHotEncoder method) (PartialPivotTransformer method) (PartialProximityTransformer method) (PCA method) (PivotTransformer method) (ProximityTransformer method) (RuleTreeBaseTransformer method) (Shapelets method) (ShapeletTransformer method)

U

update_statistics() (ClassificationSplitter method) (FairSplitter method) (RegressionSplitter method) (RuleTree method) (RuleTreeBaseSplitter method) (RuleTreeBaseStump method) (RuleTreeNode method) (XGBoostSplitter method)

X

X_split_instance (PivotTreeStump property) XGBoostRegressor (class in RuleTree.ensemble.XGBoostRegressor)

XGBoostSplitter (class in RuleTree.stumps.splitters.XGBoostSplitter) XGBoostStumpRegressor (class in RuleTree.stumps.regression.XGBoostStumpRegressor)