HMMVBBIC-class: Class "HMMVBBIC" to represent results of HMM-VB model...

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

Class "HMMVBBIC" to represent results of HMM-VB model selection.

Description

An S4 class to represent results of HMM-VB model selection. New instances of the class are created by hmmvbBIC.

Methods

• show signature(object = "HMMVBBIC") : show optimal model.

• plot signature(x = "HMMVBBIC", y = "missing", ...) : plot model selection results (doesn't work for configuration list provided as input to model selection).

• getBIC signature(object = "HMMVBBIC") : accessor for 'BIC' slot.

• getLoglikehd signature(object = "HMMVBBIC") : accessor for 'Loglikehd' slot.

• getOptHMMVB signature(object = "HMMVBBIC") : accessor for 'optHMMVB' slot.

Slots

BIC

A numeric vector specifying calculated BIC values.

optHMMVB

The optimal HMM-VB model with smallest BIC value.

numst

An integer vector specifying the number of mixture components (states) in each variable block for which BIC was calculated. Number of states is the same for all variable blocks.

See Also

hmmvbBIC

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