mda v0.4-9

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Mixture and Flexible Discriminant Analysis

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

Functions in mda

Name Description
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
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Details

Date 2016-8-5
License GPL-2
Packaged 2016-08-06 00:17:50 UTC; hastie
Repository CRAN
Date/Publication 2016-08-06 22:50:56
NeedsCompilation yes

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