Index

A

apply() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method)

B

build_mock_tree() (in module pyguide.visualization)

C

calc_curvature_p_value() (in module pyguide.stats) calc_curvature_test() (in module pyguide.stats) calc_interaction_p_value() (in module pyguide.interactions) compute_guide_importance() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method)

cost_complexity_pruning_path() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method)

D

decision_function() (pyguide.GuideGradientBoostingClassifier method) decision_path() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method)

F

feature_importances_ (pyguide.classifier.GuideTreeClassifier property) (pyguide.GuideTreeClassifier property) (pyguide.GuideTreeRegressor property) (pyguide.regressor.GuideTreeRegressor property) find_best_split() (in module pyguide.splitting) fit() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideGradientBoostingClassifier method) (pyguide.GuideGradientBoostingRegressor method) (pyguide.GuideRandomForestClassifier method) (pyguide.GuideRandomForestRegressor method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method)

G

get_depth() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method) get_n_leaves() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method) guide_importances_ (pyguide.classifier.GuideTreeClassifier property) (pyguide.GuideTreeClassifier property) (pyguide.GuideTreeRegressor property) (pyguide.regressor.GuideTreeRegressor property)

GuideGradientBoostingClassifier (class in pyguide) GuideGradientBoostingRegressor (class in pyguide) GuideNode (class in pyguide.node) GuideRandomForestClassifier (class in pyguide) GuideRandomForestRegressor (class in pyguide) GuideTreeClassifier (class in pyguide) (class in pyguide.classifier) GuideTreeRegressor (class in pyguide) (class in pyguide.regressor)

I

interaction_importances_ (pyguide.classifier.GuideTreeClassifier property) (pyguide.GuideTreeClassifier property) (pyguide.GuideTreeRegressor property) (pyguide.regressor.GuideTreeRegressor property)

is_leaf_node() (pyguide.node.GuideNode method)

M

max_depth_ (pyguide.classifier.GuideTreeClassifier property) (pyguide.GuideTreeClassifier property) (pyguide.GuideTreeRegressor property) (pyguide.regressor.GuideTreeRegressor property) MockTree (class in pyguide.visualization) module pyguide pyguide.classifier pyguide.interactions pyguide.node pyguide.regressor pyguide.selection pyguide.splitting pyguide.stats pyguide.visualization

N

n_leaves_ (pyguide.classifier.GuideTreeClassifier property) (pyguide.GuideTreeClassifier property) (pyguide.GuideTreeRegressor property) (pyguide.regressor.GuideTreeRegressor property)

P

plot_tree() (in module pyguide) (in module pyguide.visualization) predict() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideGradientBoostingClassifier method) (pyguide.GuideGradientBoostingRegressor method) (pyguide.GuideRandomForestClassifier method) (pyguide.GuideRandomForestRegressor method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method) predict_proba() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideGradientBoostingClassifier method) (pyguide.GuideRandomForestClassifier method) (pyguide.GuideTreeClassifier method) pyguide module

pyguide.classifier module pyguide.interactions module pyguide.node module pyguide.regressor module pyguide.selection module pyguide.splitting module pyguide.stats module pyguide.visualization module

S

select_split_variable() (in module pyguide.selection) set_score_request() (pyguide.classifier.GuideTreeClassifier method) (pyguide.GuideGradientBoostingClassifier method) (pyguide.GuideGradientBoostingRegressor method) (pyguide.GuideRandomForestClassifier method) (pyguide.GuideRandomForestRegressor method) (pyguide.GuideTreeClassifier method) (pyguide.GuideTreeRegressor method) (pyguide.regressor.GuideTreeRegressor method)

T

tree_ (pyguide.classifier.GuideTreeClassifier property) (pyguide.GuideTreeClassifier property) (pyguide.GuideTreeRegressor property) (pyguide.regressor.GuideTreeRegressor property)