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DESCRIPTION
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DESCRIPTION
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Package: biClassify
Type: Package
Title: Binary Classification Using Extensions of Discriminant Analysis
Version: 1.1
Date: 2021-7-25
Authors@R: c(
person("Alexander F.", "Lapanowski", email = "[email protected]", role = c("aut", "cre")),
person("Irina", "Gaynanova", email = "[email protected]", role = "aut"))
Maintainer: Alexander F. Lapanowski <[email protected]>
Description: Implements methods for sample size
reduction within Linear and Quadratic Discriminant Analysis in Lapanowski and Gaynanova (2020) <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.
License: GPL-3
Imports: Rcpp (>= 1.0.1), Matrix, stats, fields, MASS, datasets, mvtnorm, expm, DAAG
Depends: R (>= 2.10)
LinkingTo: Rcpp, RcppArmadillo
Suggests:
testthat,
knitr,
rmarkdown
RoxygenNote: 6.1.1
LazyData: true
VignetteBuilder: knitr
Encoding: UTF-8