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:
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