C# Class Accord.Tests.MachineLearning.ID3LearningTest

Show file Open project: accord-net/framework Class Usage Examples

Public Methods

Method	Description
CreateMitchellExample ( Accord.MachineLearning.DecisionTrees.DecisionTree &tree, int &inputs, int &outputs ) : void
CreateXORExample ( Accord.MachineLearning.DecisionTrees.DecisionTree &tree, int &inputs, int &outputs ) : void

Private Methods

Method	Description
ArgumentCheck1 ( ) : void
ConsistencyTest1 ( ) : void
ConsistencyTest1_automatic ( ) : void
ConstantDiscreteVariableTest ( ) : void
IncompleteDiscreteVariableTest ( ) : void
LargeSampleTest1 ( ) : void
LargeSampleTest2 ( ) : void
LargeSampleTest_WithRepetition ( ) : void
RunTest ( ) : void
RunTest2 ( ) : void
RunTest3 ( ) : void
learn_test ( ) : void
learn_test_automatic ( ) : void

Method Details

CreateMitchellExample() public static method

public static CreateMitchellExample ( Accord.MachineLearning.DecisionTrees.DecisionTree &tree, int &inputs, int &outputs ) : void
tree	Accord.MachineLearning.DecisionTrees.DecisionTree
inputs	int
outputs	int
return	void

CreateXORExample() public static method

public static CreateXORExample ( Accord.MachineLearning.DecisionTrees.DecisionTree &tree, int &inputs, int &outputs ) : void
tree	Accord.MachineLearning.DecisionTrees.DecisionTree
inputs	int
outputs	int
return	void