MixSim : An R Package for Simulating Data to Study Performance of Clustering Algorithms
The R package MixSim is a new tool that allows simulating mixtures of Gaussian distributions with different levels of overlap between mixture components.Pairwise overlap, defined as a sum of two misclassification probabilities, measures the degree of interaction between components and VASE can be readily employed to control the clustering complexit