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mda (version 0.4-9)

Mixture and Flexible Discriminant Analysis

Description

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

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Version

Install

install.packages('mda')

Monthly Downloads

9,901

Version

0.4-9

License

GPL-2

Maintainer

Trevor Hastie

Last Published

August 6th, 2016

Functions in mda (0.4-9)

bruto

Fit an Additive Spline Model by Adaptive Backfitting
fda

Flexible Discriminant Analysis
mars

Multivariate Adaptive Regression Splines
laplacian

create penalty object for two-dimensional smoothing.
ESL.mixture

Mixture example from "Elements of Statistical Learning"
gen.ridge

Penalized Regression
glass

Glass Identification Database
coef.fda

Produce coefficients for an fda or mda object
confusion

Confusion Matrices
mda

Mixture Discriminant Analysis
polyreg

Polynomial Regression
predict.bruto

Predict method for BRUTO Objects
predict.fda

Classify by Flexible Discriminant Analysis
mspline

Vector Smoothing Spline
predict.mars

Predict method for MARS Objects
predict.mda

Classify by Mixture Discriminant Analysis
plot.fda

Plot for Flexible Discriminant Analysis
mda.start

Initialization for Mixture Discriminant Analysis
softmax

Find the Maximum in Each Row of a Matrix
model.matrix.mars

Produce a Design Matrix from a `mars' Object