MCLUST: Software for Model-Based Cluster Analysis

摘要: MCLUST is a software package for cluster analysis written in Fortran and interfaced to the S PLUS commercial It implements parameterized Gaussian hierarchical clustering algorithms EM algorithm mixture models with possible addition of Poisson noise term also includes functions that combine Bayesian Information Criterion BIC comprehensive strategy Methods this type have shown promise number practical applications including character recognition tissue segmenta tion mine eld seismic fault detection identi cation textile aws from images classi astronomical data A web page related links can be found at