Binary Classification Using Extensions of Discriminant Analysis

Implements methods for sample size reduction within Linear and Quadratic Discriminant Analysis in Lapanowski and Gaynanova (2020) . Also includes methods for non-linear discriminant analysis with simultaneous sparse feature selection in Lapanowski and Gaynanova (2019) PMLR 89:1704-1713.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


1.3 by Alexander F. Lapanowski, 2 months ago

Browse source code at

Authors: Alexander F. Lapanowski [aut, cre] , Irina Gaynanova [aut]

Documentation:   PDF Manual  

GPL-3 license

Imports Rcpp, Matrix, stats, fields, MASS, datasets, mvtnorm, expm, DAAG

Suggests testthat, knitr, rmarkdown

Linking to Rcpp, RcppArmadillo

See at CRAN