mda v0.4-8

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by Trevor Hastie

Mixture and Flexible Discriminant Analysis

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

Functions in mda

Name Description
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
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Details

Date 2015-11-30
License GPL-2
Packaged 2015-11-30 22:52:41 UTC; hastie
Repository CRAN
Date/Publication 2015-12-01 08:01:19
NeedsCompilation yes

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