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lfda (version 1.0.0)

Local Fisher Discriminant Analysis

Description

Functions for performing and visualizing Local Fisher Discriminant Analysis(LFDA) and Kernel Fisher Discriminant Analysis(KLFDA).

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Install

install.packages('lfda')

Monthly Downloads

3,719

Version

1.0.0

License

MIT + file LICENSE

Issues

0

Pull Requests

0

Stars

78

Forks

14

Maintainer

Yuan Tang

Last Published

August 13th, 2015

Functions in lfda (1.0.0)

Cols

Assigning Colors to A Vector
repmat

Matlab-Syntaxed Repmat
%^%

Negative One Half Matrix Power Operator
klfda

Kernel Local Fisher Discriminant Analysis for Supervised Dimensionality Reduction
lfda

Local Fisher Discriminant Analysis for Supervised Dimensionality Reduction
kmatrixGauss

Gaussian Kernel Computation (Particularly used in Kernel Local Fisher Discriminant Analysis)
plot.lfda

3D Visualization for LFDA/KLFDA Result