Mixture and Flexible Discriminant Analysis

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Documentation for package ‘mda’ version 0.5-5

• DESCRIPTION file.

Help Pages

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