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 gmail.com>
License:	GPL-3
NeedsCompilation:	yes
CRAN checks:	biClassify results

Documentation:

Reference manual:	biClassify.pdf
Vignettes:	biClassify

Downloads:

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

Linking:

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