VB-class: Class "VB" to represent a variable block structure.

In HDclust: Clustering High Dimensional Data with Hidden Markov Model on Variable Blocks

Class "VB" to represent a variable block structure.

Description

An S4 class to represent a variable block structure. To create a new instance of the class, use vb.

Methods

• show signature(object = "VB") : show parameters of variable blocks structure.

• getNb signature(object = "VB") : accessor for 'nb' slot.

• getDim signature(object = "VB") : accessor for 'dim' slot.

• getBdim signature(object = "VB") : accessor for 'bdim' slot.

• getNumst signature(object = "VB") : accessor for 'numst' slot.

• getVarorder signature(object = "VB") : accessor for 'varorder' slot.

Slots

nb

The number of variable blocks.

dim

Dimensionality of the data.

bdim

An integer vector specifying dimensionality of each variable block.

numst

An integer vector specifying the number of mixture models in each variable block.

varorder

A list of integer vectors specifying the variable order in each variable block.

HDclust documentation built on Sept. 20, 2024, 5:09 p.m.