Recovering the number of clusters in data sets with noise features using feature rescaling factors

Renato Cordeiro de Amorim, Christian Hennig

In this paper we introduce three methods for re-scaling data sets aiming at improving the likelihood of clustering validity indexes to return the true number of spherical Gaussian…