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[issues need fixing before 2025-12-18] |
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