lfda: Local Fisher Discriminant Analysis

Functions for performing and visualizing Local Fisher Discriminant Analysis(LFDA), Kernel Fisher Discriminant Analysis(KLFDA), and Semi-supervised Local Fisher Discriminant Analysis(SELF).

Author
Yuan Tang <terrytangyuan@gmail.com> and Zachary Deane-Mayer with contributions from Nan Xiao.
Date of publication
2016-02-04 16:32:26
Maintainer
Yuan Tang <terrytangyuan@gmail.com>
License
MIT + file LICENSE
Version
1.1.1
URLs

View on CRAN

Man pages

Cols
Assigning Colors to A Vector
getAffinityMatrix
Get Affinity Matrix
getMetricOfType
Get Requested Type of Transforming Metric
grapes-pow-grapes
Negative One Half Matrix Power Operator
klfda
Kernel Local Fisher Discriminant Analysis for Supervised...
kmatrixGauss
Gaussian Kernel Computation (Particularly used in Kernel...
lfda
Local Fisher Discriminant Analysis for Supervised...
plot.lfda
3D Visualization for LFDA/KLFDA Result
predict.lfda
LFDA Transformation/Prediction on New Data
print.lfda
Print an lfda object
repmat
Matlab-Syntaxed Repmat
self
Semi-Supervised Local Fisher Discriminant Analysis(SELF) for...

Files in this package

lfda
lfda/tests
lfda/tests/testthat.R
lfda/tests/testthat
lfda/tests/testthat/test_lfda.R
lfda/tests/testthat/test_self.R
lfda/tests/testthat/test_visualization.R
lfda/tests/testthat/test_helper_functions.R
lfda/tests/testthat/test_klfda.R
lfda/NAMESPACE
lfda/R
lfda/R/aaa.R
lfda/R/helpers.R
lfda/R/klfda.R
lfda/R/lfda_visualization.R
lfda/R/kmatrixGauss.R
lfda/R/lfda.R
lfda/R/self.R
lfda/README.md
lfda/MD5
lfda/DESCRIPTION
lfda/man
lfda/man/predict.lfda.Rd
lfda/man/repmat.Rd
lfda/man/getMetricOfType.Rd
lfda/man/lfda.Rd
lfda/man/plot.lfda.Rd
lfda/man/print.lfda.Rd
lfda/man/Cols.Rd
lfda/man/self.Rd
lfda/man/grapes-pow-grapes.Rd
lfda/man/kmatrixGauss.Rd
lfda/man/getAffinityMatrix.Rd
lfda/man/klfda.Rd
lfda/LICENSE