HiDimDA: High Dimensional Discriminant Analysis , Performs Linear Discriminant Analysis in High Dimensional problems based on reliable covariance estimators for problems with (many) more variables than observations. Includes routines for classifier training, prediction, cross-validation and variable selection. (Source: http://cran.r-project.org/web/packages)