Binary Classification Using Extensions of Discriminant Analysis [R package biClassify version 1.3]

biClassify: Binary Classification Using Extensions of Discriminant Analysis

Implements methods for sample size reduction within Linear and Quadratic Discriminant Analysis in Lapanowski and Gaynanova (2020) <doi:10.48550/arXiv.2005.03858>. Also includes methods for non-linear discriminant analysis with simultaneous sparse feature selection in Lapanowski and Gaynanova (2019) PMLR 89:1704-1713.

Version: 1.3

Depends: R (≥ 2.10)

Imports: Rcpp (≥ 1.0.1), Matrix, stats, fields, MASS, datasets, mvtnorm, expm, DAAG

LinkingTo: Rcpp, RcppArmadillo

Suggests: testthat, knitr, rmarkdown

Published: 2021年12月06日

DOI: 10.32614/CRAN.package.biClassify

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

Maintainer: Alexander F. Lapanowski <aflapan at gmail.com>

License: GPL-3

NeedsCompilation: yes

CRAN checks: biClassify results [issues need fixing before 2025年11月15日]