AVL.ApplyPCATransform Method

Applies previously obtained Principal Component Analysis (PCA) transformation coefficients to new data.

Namespace:	AvlNet
Assembly:	AVL.NET.dll

public static void ApplyPCATransform(
	AvlNet.Matrix inMatrix,
	AvlNet.PCAModel inPCAModel,
	out AvlNet.Matrix outTransformedMatrix
)

Name	Type	Description
inMatrix	AvlNet.Matrix	Input data with variables in columns and examples in rows.
inPCAModel	AvlNet.PCAModel	Previously created PCA model to apply to data provided in inMatrix.
outTransformedMatrix	AvlNet.Matrix	Transformed inMatrix.

Error type	Description
DomainError	Malformed inPCAModel - MeanVector and StandardDeviationVector have to have the same length in ApplyPCATransform.
DomainError	Malformed inPCAModel - MeanVector and StandardDeviationVector are not row-vectors in ApplyPCATransform.
DomainError	PCAModel does not match - inMatrix column count does not match in ApplyPCATransform.
DomainError	PCAModel does not match - StandardDeviationVector length is different then inMatrix column count in ApplyPCATransform.
DomainError	PCAModel does not match - PCAFeatureVector dimensions does not correspond to inMatrix dimensions in ApplyPCATransform.