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mda (version 0.4-10)
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
8,019
Version
0.4-10
License
GPL-2
Maintainer
Trevor Hastie
Last Published
November 2nd, 2017
Functions in mda (0.4-10)
Search functions
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