biClassify1.3 package

Binary Classification Using Extensions of Discriminant Analysis

KOS

Function which generates feature weights, discriminant vector, and cla...

LDA

Linear Discriminant Analysis (LDA)

QDA

Quadratic Discriminant Analysis (QDA)

SelectParams

Generates parameters.

Download source packageRead PDF manual

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.

  • Maintainer: Alexander F. Lapanowski
  • License: GPL-3
  • Last published: 2021-12-06