mda: Mixture and Flexible Discriminant Analysis

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

Author
S original by Trevor Hastie & Robert Tibshirani. Original R port by Friedrich Leisch, Kurt Hornik and Brian D. Ripley.
Date of publication
2016-08-06 22:50:56
Maintainer
Trevor Hastie <hastie@stanford.edu>
License
GPL-2
Version
0.4-9

View on CRAN

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

Files in this package

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