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PLS2CrossValidationWithJackknife(IPLS2Calc, ICrossValidationSubsets, Boolean, Boolean) Constructor

Constructs a PLS2CrossValidationWithJackknife instance which uses the given PLS calculator and subset generator.

Namespace: CenterSpace.NMath.Core
Assembly: NMath (in NMath.dll) Version: 7.4
Syntax
public PLS2CrossValidationWithJackknife(
	IPLS2Calc calculator,
	ICrossValidationSubsets subsetGenerator,
	bool scale,
	bool useMean
)

Parameters

calculator  IPLS2Calc
Instance of a class implementing the IPLS2Calc interface. Used to perform the PLS calculations during cross validation.
subsetGenerator  ICrossValidationSubsets
Implementation of the ICrossValidationSubsets interface that will be used to generate the training and testing subsets.
scale  Boolean
If true, the learning X data for each subset is scaled by dividing each variable by its sample standard deviation. The prediction data is scaled by the same amount. Note that this will impact performance.
useMean  Boolean
If true the mean of the coefficients computed in the jackknife replicates will be used to compute variance estimates. If false the full model coefficients will be used.
See Also