C# Class numl.Supervised.NaiveBayes.NaiveBayesGenerator

A naive bayes generator.

Inheritance: Generator

Show file Open project: sethjuarez/numl Class Usage Examples

Public Methods

Method	Description
Generate ( Matrix X, Vector y ) : IModel	Generate model based on a set of examples.
NaiveBayesGenerator ( int width ) : System	Constructor.

Private Methods

Method	Description
CloneMeasure ( Measure measures ) : numl.Supervised.NaiveBayes.Measure[]	Clone measure.
GetBaseConditionals ( Matrix x ) : numl.Supervised.NaiveBayes.Measure[]	Gets base conditionals.
GetLabelStats ( Vector y ) : numl.Supervised.NaiveBayes.Statistic[]	Gets label statistics.
LabelIds ( Measure m ) : void

Method Details

Generate() public method

Generate model based on a set of examples.

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.
return	IModel

NaiveBayesGenerator() public method

Constructor.

public NaiveBayesGenerator ( int width ) : System
width	int	The width.
return	System