Optimal Initial Value for Gaussian Mixture Model

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Documentation for package ‘GMMinit’ version 1.0.0

• DESCRIPTION file.

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GMMinit-package	Optimal Initial Value for Gaussian Mixture Model
BestGMM	Select the Best Gaussian Mixture Model (GMM) Based on BIC
getBestInit	Select the Best Initialization Method for a Gaussian Mixture Model (GMM)
getInit	Initialize Parameters for the EM Algorithm in Gaussian Mixture Models
GMMinit	Optimal Initial Value for Gaussian Mixture Model
runEM	Expectation-Maximization (EM) Algorithm for Gaussian Mixture Models
runGMM	Run Gaussian Mixture Model (GMM) Clustering with Multiple Initialization Strategies