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.


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install.packages("biClassify")

1.2 by Alexander F. Lapanowski, 2 months ago


Browse source code at https://github.com/cran/biClassify


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