mda v0.4-10


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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
fda Flexible Discriminant Analysis
gen.ridge Penalized Regression
mda.start Initialization for Mixture Discriminant Analysis
model.matrix.mars Produce a Design Matrix from a `mars' Object
ESL.mixture Mixture example from "Elements of Statistical Learning"
bruto Fit an Additive Spline Model by Adaptive Backfitting
mspline Vector Smoothing Spline
plot.fda Plot for Flexible Discriminant Analysis
glass Glass Identification Database
laplacian create penalty object for two-dimensional smoothing.
predict.fda Classify by Flexible Discriminant Analysis
predict.mars Predict method for MARS Objects
polyreg Polynomial Regression
predict.bruto Predict method for BRUTO Objects
coef.fda Produce coefficients for an fda or mda object
confusion Confusion Matrices
predict.mda Classify by Mixture Discriminant Analysis
softmax Find the Maximum in Each Row of a Matrix
mars Multivariate Adaptive Regression Splines
mda Mixture Discriminant Analysis
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Last month downloads


Date 2017-11-02
License GPL-2
Packaged 2017-11-02 15:46:34 UTC; hastie
Repository CRAN
Date/Publication 2017-11-02 16:15:22 UTC
NeedsCompilation yes

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