This package has functions to perform classification with probabilistic k-means algorithms. There are two methods:
-
probabilistic k-means under a multivariate normal distribution with heterogeneous variances (function
pkm) -
k-means with possible constrained memberships for observations with known memberships (function
kmeansConstr)