WhiteningKind Enum

  • Reference

Definition

Namespace:
Microsoft.ML.Transforms
Assembly:
Microsoft.ML.Mkl.Components.dll
Package:
Microsoft.ML.Mkl.Components v3.0.1
Package:
Microsoft.ML.Mkl.Components v1.0.0
Package:
Microsoft.ML.Mkl.Components v1.1.0
Package:
Microsoft.ML.Mkl.Components v1.2.0
Package:
Microsoft.ML.Mkl.Components v1.3.1
Package:
Microsoft.ML.Mkl.Components v1.4.0
Package:
Microsoft.ML.Mkl.Components v1.5.5
Package:
Microsoft.ML.Mkl.Components v1.6.0
Package:
Microsoft.ML.Mkl.Components v1.7.0
Package:
Microsoft.ML.Mkl.Components v2.0.0

Which vector whitening technique to use. ZCA whitening ensures that the average covariance between whitened and original variables is maximal. In contrast, PCA whitening lead to maximally compressed whitened variables, as measured by squared covariance.

public enum WhiteningKind
type WhiteningKind = 
Public Enum WhiteningKind
Inheritance
Enum
WhiteningKind

Fields

Name Value Description
PrincipalComponentAnalysis 0

PCA whitening.
ZeroPhaseComponentAnalysis 1

ZCA whitening.

Applies to