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biClassify (version 1.3)

Binary Classification Using Extensions of Discriminant Analysis

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.

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Version

Install

install.packages('biClassify')

Monthly Downloads

206

Version

1.3

License

GPL-3

Maintainer

Alexander F. Lapanowski

Last Published

December 6th, 2021

Functions in biClassify (1.3)

QDA_Data

A list consisting of Training and Test data along with corresponding class labels.
QDA

Quadratic Discriminant Analysis (QDA)
KOS

Function which generates feature weights, discriminant vector, and class predictions.
LDA_Data

A list consisting of Training and Test data along with corresponding class labels.
SelectParams

Generates parameters.
LDA

Linear Discriminant Analysis (LDA)
KOS_Data

A list consisting of Training and Test data along with corresponding class labels.