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CRAN: Package biClassify

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: Downloads: Linking:

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