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mda (version 0.4-9)
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
0.4-9
License
GPL-2
Maintainer
Trevor Hastie
Last Published
August 6th, 2016
Functions in mda (0.4-9)
Search functions
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