C# Class numl.Math.Discretization.BinningDiscretizer

Feature binning discretizer.

Inheritance: Discretizer

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Public Methods

Method	Description
BinningDiscretizer ( Vector states ) : System	Initializes a new BinningDiscretizer with a specified number of bins for each feature.
Discretize ( Vector row, Summary summary ) : double	Returns a discretized value given the source vector.
Initialize ( Matrix rows, Summary summary ) : void	Initializes the discretizer.

Method Details

BinningDiscretizer() public method

Initializes a new BinningDiscretizer with a specified number of bins for each feature.

public BinningDiscretizer ( Vector states ) : System
states	numl.Math.LinearAlgebra.Vector	Vector of bin counts for each feature property.
return	System

Discretize() public method

Returns a discretized value given the source vector.

public Discretize ( Vector row, Summary summary ) : double
row	numl.Math.LinearAlgebra.Vector	Row vector to discretize.
summary	Summary	Summary.
return	double

Initialize() public method

Initializes the discretizer.

public Initialize ( Matrix rows, Summary summary ) : void
rows	Matrix	Matrix.
summary	Summary	Summary.
return	void