sparseLDA: Sparse Discriminant Analysis

Performs sparse linear discriminant analysis for Gaussians and mixture of Gaussian models.

Author
Line Clemmensen <lhc@imm.dtu.dk>, contributions by Max Kuhn
Date of publication
2016-09-22 17:10:01
Maintainer
Max Kuhn <mxkuhn@gmail.com>
License
GPL (>= 2)
Version
0.1-9
URLs

View on CRAN

Man pages

normalize
Normalize training data
normalizetest
Normalize test data
penicilliumYES
Data set of three species of Penicillium fungi
predict.sda
Predict method for Sparse Discriminant Methods
sda
Sparse discriminant analysis
smda
Sparse mixture discriminant analysis

Files in this package

sparseLDA
sparseLDA/NAMESPACE
sparseLDA/data
sparseLDA/data/penicilliumYES.RData
sparseLDA/R
sparseLDA/R/smda.R
sparseLDA/R/normalizetest.R
sparseLDA/R/normalize.R
sparseLDA/R/sda.R
sparseLDA/MD5
sparseLDA/DESCRIPTION
sparseLDA/man
sparseLDA/man/penicilliumYES.Rd
sparseLDA/man/normalizetest.Rd
sparseLDA/man/smda.Rd
sparseLDA/man/normalize.Rd
sparseLDA/man/sda.Rd
sparseLDA/man/predict.sda.Rd