C# Class Accord.MachineLearning.Boosting.Learners.DecisionStump

Inheritance: IWeakClassifier

显示文件 Open project: accord-net/framework Class Usage Examples

Public Methods

Method	Description
Compute ( double inputs ) : int	Computes the output class label for a given input.
DecisionStump ( int inputs ) : System	Initializes a new instance of the DecisionStump class.
Learn ( double inputs, int outputs, double weights ) : void	Teaches the stump classifier to recognize the class labels of the given input samples.

Method Details

Compute() public method

Computes the output class label for a given input.

public Compute ( double inputs ) : int
inputs	double	The input vector.
return	int

DecisionStump() public method

Initializes a new instance of the DecisionStump class.

public DecisionStump ( int inputs ) : System
inputs	int	The number of inputs for this classifier.
return	System

Learn() public method

Teaches the stump classifier to recognize the class labels of the given input samples.

public Learn ( double inputs, int outputs, double weights ) : void
inputs	double	The input vectors.
outputs	int	The class labels corresponding to each input vector.
weights	double	The weights associated with each input vector.
return	void