Description
EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution.
Description
EM algorithms and several efficient initialization methods for model-based clustering of finite mixture Gaussian distribution with unstructured dispersion in both of unsupervised and semi-supervised learning.
README.md
EMCluster
- License:
- Download:
- Author: Wei-Chen Chen and Ranjan Maitra
EMCluster is an R package providing EM algorithms and several efficient initialization methods for model-based clustering of finite mixture Gaussian distribution with unstructured dispersion in both of unsupervised and semi-supervised learning.
Installation
EMCluster requires
- R version 3.0.0 or higher.
- R package MASS, Matrix.
The package can be installed from the CRAN via the usual install.packages("EMCluster"), or via the devtools package:
library(devtools)
install_github("snoweye/EMCluster")