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: 2021-12-06
DOI: 10.32614/CRAN.package.biClassify
Author: Alexander F. Lapanowski [aut, cre], Irina Gaynanova [aut]
Maintainer: Alexander F. Lapanowski <aflapan at>
License: GPL-3
NeedsCompilation: yes
CRAN checks: biClassify results


Reference manual: biClassify.pdf
Vignettes: biClassify


Package source: biClassify_1.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): biClassify_1.3.tgz, r-oldrel (arm64): biClassify_1.3.tgz, r-release (x86_64): biClassify_1.3.tgz, r-oldrel (x86_64): biClassify_1.3.tgz
Old sources: biClassify archive


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