C# 클래스 numl.Supervised.DecisionTree.DecisionTreeGenerator

A decision tree generator.

상속: Generator

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공개 메소드들

메소드	설명
DecisionTreeGenerator ( Descriptor descriptor ) : System	Constructor.
DecisionTreeGenerator ( int depth = 5, int width = 2, Descriptor descriptor = null, Type impurityType = null, double hint = double.Epsilon ) : System	Constructor.
Generate ( Matrix X, Vector y ) : IModel	Generates.
SetHint ( object o ) : void	Sets a hint.

비공개 메소드들

메소드	설명
BuildLeafNode ( double val ) : Node
BuildTree ( Matrix x, Vector y, int depth, List used, Tree tree ) : Node	Builds a tree.
GetBestSplit ( Matrix x, Vector y, List used ) : Tuple	Gets best split.

메소드 상세

DecisionTreeGenerator() 공개 메소드

Constructor.

public DecisionTreeGenerator ( Descriptor descriptor ) : System
descriptor	Descriptor	the descriptor.
리턴	System

DecisionTreeGenerator() 공개 메소드

Constructor.

Thrown when the requested operation is invalid.

public DecisionTreeGenerator ( int depth = 5, int width = 2, Descriptor descriptor = null, Type impurityType = null, double hint = double.Epsilon ) : System
depth	int	(Optional) The depth.
width	int	(Optional) the width.
descriptor	Descriptor	(Optional) the descriptor.
impurityType	System.Type	(Optional) type of the impurity.
hint	double	(Optional) the hint.
리턴	System

Generate() 공개 메소드

Generates.

Thrown when the requested operation is invalid.

public Generate ( Matrix X, Vector y ) : IModel
X	Matrix	The Matrix to process.
y	numl.Math.LinearAlgebra.Vector	The Vector to process.
리턴	IModel

SetHint() 공개 메소드

Sets a hint.

public SetHint ( object o ) : void
o	object	The object to process.
리턴	void