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mda (version 0.4-8)
Mixture and Flexible Discriminant Analysis
Description
Mixture and flexible discriminant analysis, multivariate adaptive regression splines (MARS), BRUTO, ...
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Install
install.packages('mda')
Monthly Downloads
9,528
Version
0.4-8
License
GPL-2
Maintainer
Trevor Hastie
Last Published
December 1st, 2015
Functions in mda (0.4-8)
Search all functions
polyreg
Polynomial Regression
laplacian
create penalty object for two-dimensional smoothing.
softmax
Find the Maximum in Each Row of a Matrix
mda.start
Initialization for Mixture Discriminant Analysis
gen.ridge
Penalized Regression
predict.bruto
Predict method for BRUTO Objects
coef.fda
Produce coefficients for an fda or mda object
predict.mars
Predict method for MARS Objects
ESL.mixture
Mixture example from "Elements of Statistical Learning"
predict.mda
Classify by Mixture Discriminant Analysis
predict.fda
Classify by Flexible Discriminant Analysis
model.matrix.mars
Produce a Design Matrix from a `mars' Object
plot.fda
Plot for Flexible Discriminant Analysis
fda
Flexible Discriminant Analysis
bruto
Fit an Additive Spline Model by Adaptive Backfitting
confusion
Confusion Matrices
glass
Glass Identification Database
mars
Multivariate Adaptive Regression Splines
mda
Mixture Discriminant Analysis