PLS1CrossValidationDoCrossValidationPls1 Method

Performs cross validation on the given data using the given PLS1 calculator and number of components.

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

Syntax

public void DoCrossValidationPls1(
	DoubleMatrix X,
	DoubleVector y,
	IPLS1Calc calculator,
	int numComponents
)

Public Sub DoCrossValidationPls1 ( 
	X As DoubleMatrix,
	y As DoubleVector,
	calculator As IPLS1Calc,
	numComponents As Integer
)

public:
void DoCrossValidationPls1(
	DoubleMatrix^ X, 
	DoubleVector^ y, 
	IPLS1Calc^ calculator, 
	int numComponents
)

member DoCrossValidationPls1 : 
        X : DoubleMatrix * 
        y : DoubleVector * 
        calculator : IPLS1Calc * 
        numComponents : int -> unit

Parameters

X DoubleMatrix: Predictor data. Matrix is number of samples rows by number of independent variables columns.
y DoubleVector: Response data. Vector contains number of samples elements.
calculator IPLS1Calc: Instance of a class implementing the IPLS1Calc interface. Used to perform the PLS1 calculations during cross validation.
numComponents Int32: Implementation of the ICrossValidationSubsets interface that will be used to generate the training and testing subsets.

Reference

PLS1CrossValidation Class

CenterSpace.NMath.Core Namespace