MixModelsListsSet-class: Container for a List of Lists Containing Mixture Models

In ClassifyR: A framework for cross-validated classification problems, with applications to differential variability and differential distribution testing

Description

Stores a list of lists of trained mixture models, to prevent them being unintentionally being unlisted during cross-validation. Not intended for end-user.

Constructor

MixModelsListsSet(set)

Creates a MixModelsListsSet object which stores the mixture models.

set

A list as long as the number of classes in the data set. Each element is a list, which each element of is a mixture model trained on one feature.

Author(s)

Dario Strbenac

Examples

  if(require(Rmixmod))
  {
    mixModels <- list(Good = list(mixmodCluster(rnorm(20), nbCluster = 1:2)),
                      Poor = list(mixmodCluster(rnorm(20), nbCluster = 1:2)))
    MixModelsListsSet(mixModels)
  }

ClassifyR documentation built on Nov. 8, 2020, 6:53 p.m.