High Dimensional Supervised Classification and Clustering
Slope Heuristic for HDDC objects
Gaussian Data Generation
Demonstration of the clustering process of HDDC.
High Dimensional Discriminant Analysis and Data Clustering
High Dimensional Discriminant Analysis
High Dimensional Data Clustering
Mixture Discriminant Analysis with HD Gaussians
Cattell's Scree-Test for 'hdc' class objects.
Prediction method for hdc class objects.
Prediction method for hdmda class objects.
Sets/gets the default 'show' argument in HDDC and HDDA
Discriminant analysis and data clustering methods for high dimensional data, based on the assumption that high-dimensional data live in different subspaces with low dimensionality proposing a new parametrization of the Gaussian mixture model which combines the ideas of dimension reduction and constraints on the model.