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, ...

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
No Results!

depends	base (>= 1.9.0) , class , R (>= 1.9.0) , stats
suggests	earth
Contributors	Brian Ripley, Kurt Hornik, S by Trevor Hastie, Robert Original R port by Friedrich Leisch