mda v0.4-9

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by Trevor Hastie View Source

Mixture and Flexible Discriminant Analysis

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

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