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biClassify  

Binary Classification Using Extensions of Discriminant Analysis
View on CRAN: Click here


Download and install biClassify package within the R console
Install from CRAN:
install.packages("biClassify")

Install from Github:
library("remotes")
install_github("cran/biClassify")

Install by package version:
library("remotes")
install_version("biClassify", "1.3")



Attach the package and use:
library("biClassify")
Maintained by
Alexander F. Lapanowski
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-12-14
Latest Update: 2021-12-06
Description:
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.
How to cite:
Alexander F. Lapanowski (2020). biClassify: Binary Classification Using Extensions of Discriminant Analysis. R package version 1.3, https://cran.r-project.org/web/packages/biClassify. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:21), 1.0 (2020-12-14 11:10), 1.1 (2021-07-27 10:10), 1.2 (2021-07-29 10:30), 1.3 (2021-12-06 18:10)
Other packages that cited biClassify R package
View biClassify citation profile
Other R packages that biClassify depends, imports, suggests or enhances
Complete documentation for biClassify
Functions, R codes and Examples using the biClassify R package
Some associated functions: KOS . KOS_Data . LDA . LDA_Data . QDA . QDA_Data . SelectParams . 
Some associated R codes: CompressedQDA.R . DataDocumentation.R . DynamicLibrary.R . FastFisher.R . LDA_Functions.R . RcppExports.R . SparseKOS_functions.R . Wrappers.R . biClassifyArmadillo.R .  Full biClassify package functions and examples
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