DecisionTree Member List

This is the complete list of members for DecisionTree, including all inherited members.

_decision_method	DecisionTree	private
_max_depth	DecisionTree	private
_min_samples_per_split	DecisionTree	private
_predict(const Matrix< double > &x, DecisionNode *node)	DecisionTree	inlineprivate
base_node	DecisionTree	private
best_split(const Matrix< double > &X, const Matrix< double > &y)	DecisionTree	inline
build_tree(const Matrix< double > &X, const Matrix< double > &y, int depth=0)	DecisionTree	inlineprivate
DecisionTree(int min_samples_per_split=2, int max_depth=10, ImpurityMeasure decision_method=ImpurityMeasure::GINI)	DecisionTree	inline
fit(const Matrix< double > &X, const Matrix< double > &y) override	DecisionTree	inlinevirtual
GetRootNode() const	DecisionTree	inline
impurity(const Matrix< double > &x)	DecisionTree	inline
information_gain(const Matrix< double > &parent, const Matrix< double > &left_child, const Matrix< double > &right_child)	DecisionTree	inline
operator<<	DecisionTree	friend
predict(const Matrix< double > &X) override	DecisionTree	inlinevirtual
render_node(std::ostream &ostr, DecisionNode *node, const char *side, int depth) const	DecisionTree	inlineprivate
transform(const Matrix< double > &in) override	DecisionTree	inlinevirtual