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KernelPrincipalComponentAnalysis Constructor (IKernel, PrincipalComponentMethod, Boolean, Int32, Boolean)

Constructs the Kernel Principal Component Analysis.

Namespace:  Accord.Statistics.Analysis
Assembly:  Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
Syntax
public KernelPrincipalComponentAnalysis(
	IKernel kernel,
	PrincipalComponentMethod method = PrincipalComponentMethod.Center,
	bool centerInFeatureSpace = true,
	int numberOfOutputs = 0,
	bool whiten = false
)
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Parameters

kernel
Type: Accord.Statistics.KernelsIKernel
The kernel to be used in the analysis.
method (Optional)
Type: Accord.Statistics.AnalysisPrincipalComponentMethod
The analysis method to perform.
centerInFeatureSpace (Optional)
Type: SystemBoolean
True to center the data in feature space, false otherwise. Default is true.
numberOfOutputs (Optional)
Type: SystemInt32
The maximum number of components that the analysis will be able to project data into.
whiten (Optional)
Type: SystemBoolean
Whether to whiten the results or not. If set to true the generatred output will be normalized to have unit standard deviation.
See Also