IDensityKernel Interface

Common interface for density estimation kernels.

Namespace: Accord.Statistics.Distributions.DensityKernels
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0

Syntax

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public interface IDensityKernel

Public Interface IDensityKernel

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The IDensityKernel type exposes the following members.

Methods

	Name	Description
	Function	Computes the kernel density function.

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Remarks

Those kernels are different from kernel functions. Density estimation kernels are required to obey normalization rules in order to fulfill integrability and behavioral properties. Moreover, they are defined over a single input vector, the point estimate of a random variable.

Reference

Accord.Statistics.Distributions.DensityKernels Namespace

Accord.Statistics.Distributions.DensityKernelsGaussianKernel

Accord.Statistics.Distributions.DensityKernelsEpanechnikovKernel

Accord.Statistics.Distributions.DensityKernelsUniformKernel