PLS2CrossValidationWithJackknifeDoCrossValidation(DoubleMatrix, DoubleMatrix, Int32) Method

Perform cross validation and jackknife variance estimation on the given data using the existing calculator and subset generator.

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

Syntax

public void DoCrossValidation(
	DoubleMatrix X,
	DoubleMatrix Y,
	int numComponents
)

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

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

member DoCrossValidation : 
        X : DoubleMatrix * 
        Y : DoubleMatrix * 
        numComponents : int -> unit

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.
numComponents Int32: Number of components (a.k.a. latent vectors) to use in the PLS calculation.