# Variable Selection for Supervised Classification in High Dimension

## Documentation for package ‘FADA’ version 1.3.3

- DESCRIPTION file.

## Help Pages

FADA-package | Variable selection for supervised classification in high dimension
data.test | Test dataset simulated with the same distribution as the training dataset data.train.
data.train | Training data
decorrelate.test | Factor Adjusted Discriminant Analysis 2: Decorrelation of a testing data set after running the 'decorrelate.train' function on a training data set
decorrelate.train | Factor Adjusted Discriminant Analysis 1: Decorrelation of the training data
FADA | Factor Adjusted Discriminant Analysis 3-4 : Supervised classification on decorrelated data