createAlgo: Create algo object

In RMixtCompUtilities: Utility Functions for 'MixtComp' Outputs

Create algo object

Description

create an algo object required by mixtCompLearn and mixtCompPredict from RMixtComp.

Usage

createAlgo(
  nbBurnInIter = 50,
  nbIter = 50,
  nbGibbsBurnInIter = 50,
  nbGibbsIter = 50,
  nInitPerClass = 50,
  nSemTry = 20,
  confidenceLevel = 0.95,
  ratioStableCriterion = 0.99,
  nStableCriterion = 20
)

Arguments

nbBurnInIter	Number of iterations of the burn-in part of the SEM algorithm.
nbIter	Number of iterations of the SEM algorithm.
nbGibbsBurnInIter	Number of iterations of the burn-in part of the Gibbs algorithm.
nbGibbsIter	Number of iterations of the Gibbs algorithm.
nInitPerClass	Number of individuals used to initialize each cluster.
nSemTry	Number of try of the algorithm for avoiding an error.
confidenceLevel	confidence level for confidence bounds for parameter estimation
ratioStableCriterion	stability partition required to stop earlier the SEM
nStableCriterion	number of iterations of partition stability to stop earlier the SEM

Value

a list with the parameters values

Author(s)

Quentin Grimonprez

Examples

# default values
algo <- createAlgo()

# change some values
algo <- createAlgo(nbIter = 200)

RMixtCompUtilities documentation built on Sept. 22, 2023, 5:10 p.m.