API reference

Estimators

GuideRegressor	GUIDE regression tree.
GuideClassifier	GUIDE classification tree.
GuideForestRegressor	Ensemble of GUIDE regression trees fitted to bootstrap samples.
GuideForestClassifier	Ensemble of GUIDE classification trees fitted to bootstrap samples.
GuideBoostingRegressor	Gradient-boosted GUIDE regression trees (experimental).
GuideBoostingClassifier	Gradient-boosted GUIDE classification trees (experimental).

Functions

importance	GUIDE variable importance scores (Loh and Zhou, 2021).
plot_tree	Draw a fitted GUIDE tree with matplotlib.