CRAN/E | biClassify

biClassify

Binary Classification Using Extensions of Discriminant Analysis

Installation

About

Implements methods for sample size reduction within Linear and Quadratic Discriminant Analysis in Lapanowski and Gaynanova (2020) . Also includes methods for non-linear discriminant analysis with simultaneous sparse feature selection in Lapanowski and Gaynanova (2019) PMLR 89:1704-1713.

Key Metrics

Version 1.3
R ≥ 2.10
Published 2021-12-06 862 days ago
Needs compilation? yes
License GPL-3
CRAN checks biClassify results

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Maintainer

Maintainer

Alexander F. Lapanowski

aflapan@gmail.com

Authors

Alexander F. Lapanowski

aut / cre

Irina Gaynanova

aut

Material

Reference manual
Package source

Vignettes

biClassify

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

biClassify archive

Depends

R ≥ 2.10

Imports

Rcpp ≥ 1.0.1
Matrix
stats
fields
MASS
datasets
mvtnorm
expm
DAAG

Suggests

testthat
knitr
rmarkdown

LinkingTo

Rcpp
RcppArmadillo