KmmComponent-class: Definition of the ['KmmComponent'] class

In MixAll: Clustering and Classification using Model-Based Mixture Models

Description

This class defines a kernel component of a mixture Model. It inherits from [IClusterComponent].

Slots

dim

Vector with the dimension of the kth cluster

sigma2

Vector with the standard deviation in the kth cluster.

gram

Matrix storing the gram matrix if its computation is needed

kernelName

string with the name of the kernel to use. Possible values: "Gaussian", "polynomial", "Laplace", "linear","rationalQuadratic", "Hamming". Default is "Gaussian".

kernelParameters

vector with the parameters of the kernel.

kernelComputation

boolean value set as TRUE if Gram matrix is to be computed FALSE othewise. Default is TRUE.

Author(s)

Serge Iovleff

See Also

[IClusterComponent] class

Examples

getSlots("KmmComponent")

MixAll documentation built on Sept. 7, 2019, 3 a.m.