mda: Mixture and Flexible Discriminant Analysis
Version 0.4-9

Mixture and flexible discriminant analysis, multivariate adaptive regression splines (MARS), BRUTO, ...

AuthorS original by Trevor Hastie & Robert Tibshirani. Original R port by Friedrich Leisch, Kurt Hornik and Brian D. Ripley.
Date of publication2016-08-06 22:50:56
MaintainerTrevor Hastie <hastie@stanford.edu>
LicenseGPL-2
Version0.4-9
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mda")

Popular man pages

bruto: Fit an Additive Spline Model by Adaptive Backfitting
coef.fda: Produce coefficients for an fda or mda object
confusion: Confusion Matrices
fda: Flexible Discriminant Analysis
mda: Mixture Discriminant Analysis
model.matrix.mars: Produce a Design Matrix from a 'mars' Object
plot.fda: Plot for Flexible Discriminant Analysis
See all...

All man pages Function index File listing

Man pages

bruto: Fit an Additive Spline Model by Adaptive Backfitting
coef.fda: Produce coefficients for an fda or mda object
confusion: Confusion Matrices
ESL.mixture: Mixture example from "Elements of Statistical Learning"
fda: Flexible Discriminant Analysis
gen.ridge: Penalized Regression
glass: Glass Identification Database
laplacian: create penalty object for two-dimensional smoothing.
mars: Multivariate Adaptive Regression Splines
mda: Mixture Discriminant Analysis
mda.start: Initialization for Mixture Discriminant Analysis
model.matrix.mars: Produce a Design Matrix from a 'mars' Object
mspline: Vector Smoothing Spline
plot.fda: Plot for Flexible Discriminant Analysis
polyreg: Polynomial Regression
predict.bruto: Predict method for BRUTO Objects
predict.fda: Classify by Flexible Discriminant Analysis
predict.mars: Predict method for MARS Objects
predict.mda: Classify by Mixture Discriminant Analysis
softmax: Find the Maximum in Each Row of a Matrix

Functions

ESL.mixture Man page
bruto Man page Source code
coef.fda Man page Source code
coef.mda Man page
confusion Man page Source code
confusion.default Man page Source code
confusion.fda Man page Source code
confusion.list Man page Source code
contr.fda Source code
df.gold Source code
fda Man page Source code
fix.theta Source code
gen.ridge Man page Source code
glass Man page
kmeans.start Source code
laplacian Man page Source code
llmult Source code
lvq.start Source code
mars Man page Source code
mda Man page Source code
mda.fit Source code
mda.means Source code
mda.start Man page Source code
meanPenalty Source code
model.matrix.mars Man page Source code
mspline Man page Source code
onAttach Source code
plot.fda Man page Source code
polybasis Source code
polyreg Man page Source code
pplot Source code
pplot4 Source code
predict.bruto Man page Source code
predict.fda Man page Source code
predict.gen.ridge Man page Source code
predict.mars Man page Source code
predict.mda Man page Source code
predict.polyreg Man page Source code
print.fda Man page Source code
print.mda Man page Source code
shrink Source code
shrink.mda Source code
softmax Man page Source code
transformPenalty Source code

Files

TODO
src
src/sinerp.f
src/bsplvd.f
src/tmatch.f
src/sortdi.f
src/sslvrg.f
src/sbart.f
src/rat
src/rat/dqrreg.r
src/rat/splsm.r
src/rat/sknotl.r
src/rat/dorthreg.r
src/rat/sspl00.r
src/rat/README
src/rat/tmatch.r
src/rat/mspline.r
src/rat/dmarss.r
src/rat/dcalcvar.r
src/rat/bruto.r
src/bvalue.f
src/bruto.f
src/dorthreg.f
src/splsm.f
src/stxwx.f
src/dcalcvar.f
src/sknotl.f
src/mspline.f
src/sgram.f
src/dmarss.f
src/sspl00.f90
src/dqrreg.f
NAMESPACE
data
data/ESL.mixture.RData
data/glass.rda
PORTING
R
R/confusion.fda.R
R/fix.theta.R
R/contr.fda.R
R/pplot4.R
R/mda.means.R
R/plot.fda.R
R/coef.fda.R
R/onAttach.R
R/predict.bruto.R
R/lvq.start.R
R/confusion.R
R/mspline.R
R/predict.gen.ridge.R
R/llmult.R
R/transformPenalty.R
R/pplot.R
R/print.fda.R
R/print.mda.R
R/gen.ridge.R
R/laplacian.R
R/bruto.R
R/mda.start.R
R/mda.R
R/polyreg.R
R/confusion.default.R
R/mars.R
R/model.matrix.mars.R
R/meanPenalty.R
R/predict.polyreg.R
R/df.gold.R
R/predict.mars.R
R/predict.fda.R
R/predict.mda.R
R/mda.fit.R
R/kmeans.start.R
R/shrink.mda.R
R/shrink.R
R/polybasis.R
R/confusion.list.R
R/fda.R
R/softmax.R
MD5
README
DESCRIPTION
ChangeLog
man
man/predict.mda.Rd
man/softmax.Rd
man/plot.fda.Rd
man/confusion.Rd
man/mda.start.Rd
man/fda.Rd
man/mspline.Rd
man/predict.fda.Rd
man/mars.Rd
man/ESL.mixture.Rd
man/predict.bruto.Rd
man/bruto.Rd
man/mda.Rd
man/predict.mars.Rd
man/coef.fda.Rd
man/laplacian.Rd
man/polyreg.Rd
man/model.matrix.mars.Rd
man/glass.Rd
man/gen.ridge.Rd
mda documentation built on May 19, 2017, 8:35 p.m.

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