C# Class AIMA.Core.Learning.Inductive.DecisionTree

Show file Open project: PaulMineau/AIMA.Net Class Usage Examples

Public Methods

Method	Description
DecisionTree ( String attributeName ) : System
ToString ( ) : String
ToString ( int depth, StringBuilder buf ) : String
addLeaf ( String attributeValue, String decision ) : void
addNode ( String attributeValue, DecisionTree tree ) : void
getAttributeName ( ) : String
getStumpFor ( DataSet ds, String attributeName, String attributeValue, String returnValueIfMatched, List unmatchedValues, String returnValueIfUnmatched ) : DecisionTree
getStumpsFor ( DataSet ds, String returnValueIfMatched, String returnValueIfUnmatched ) : List
predict ( Example e ) : Object

Protected Methods

Method	Description
DecisionTree ( ) : System

Method Details

DecisionTree() protected method

protected DecisionTree ( ) : System
return	System

DecisionTree() public method

public DecisionTree ( String attributeName ) : System
attributeName	String
return	System

ToString() public method

public ToString ( ) : String
return	String

ToString() public method

public ToString ( int depth, StringBuilder buf ) : String
depth	int
buf	StringBuilder
return	String

addLeaf() public method

public addLeaf ( String attributeValue, String decision ) : void
attributeValue	String
decision	String
return	void

addNode() public method

public addNode ( String attributeValue, DecisionTree tree ) : void
attributeValue	String
tree	DecisionTree
return	void

getAttributeName() public method

public getAttributeName ( ) : String
return	String

getStumpFor() public static method

public static getStumpFor ( DataSet ds, String attributeName, String attributeValue, String returnValueIfMatched, List unmatchedValues, String returnValueIfUnmatched ) : DecisionTree
ds	AIMA.Core.Learning.Framework.DataSet
attributeName	String
attributeValue	String
returnValueIfMatched	String
unmatchedValues	List
returnValueIfUnmatched	String
return	DecisionTree

getStumpsFor() public static method

public static getStumpsFor ( DataSet ds, String returnValueIfMatched, String returnValueIfUnmatched ) : List
ds	AIMA.Core.Learning.Framework.DataSet
returnValueIfMatched	String
returnValueIfUnmatched	String
return	List

predict() public method

public predict ( Example e ) : Object
e	AIMA.Core.Learning.Framework.Example
return	Object