PLS2CrossValidationDoCrossValidation(DoubleMatrix, DoubleMatrix, IPLS2Calc, Int32) Method

Performs cross validation on the given data using the given calculator and number of components.

Namespace: CenterSpace.NMath.Core
Assembly: NMath (in NMath.dll) Version: 7.4

Syntax

public virtual void DoCrossValidation(
	DoubleMatrix X,
	DoubleMatrix Y,
	IPLS2Calc calculator,
	int numComponents
)

Public Overridable Sub DoCrossValidation ( 
	X As DoubleMatrix,
	Y As DoubleMatrix,
	calculator As IPLS2Calc,
	numComponents As Integer
)

public:
virtual void DoCrossValidation(
	DoubleMatrix^ X, 
	DoubleMatrix^ Y, 
	IPLS2Calc^ calculator, 
	int numComponents
)

abstract DoCrossValidation : 
        X : DoubleMatrix * 
        Y : DoubleMatrix * 
        calculator : IPLS2Calc * 
        numComponents : int -> unit 
override DoCrossValidation : 
        X : DoubleMatrix * 
        Y : DoubleMatrix * 
        calculator : IPLS2Calc * 
        numComponents : int -> unit

Parameters

X DoubleMatrix: Predictor data. Matrix is number of samples rows by number of independent variables columns.
Y DoubleMatrix: Response data. Matrix is number of samples rows by number of dependent variables columns.
calculator IPLS2Calc: PLS2 calculator.
numComponents Int32: Subset generator to generate the training and testing subsets.

Reference

PLS2CrossValidation Class

DoCrossValidation Overload

CenterSpace.NMath.Core Namespace