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Install
install.packages('mda')
Monthly Downloads
8,019
Version
0.5-2
License
GPL-2
Maintainer
Trevor Hastie
Last Published
June 29th, 2020
Functions in mda (0.5-2)
Search functions
mars
Multivariate Adaptive Regression Splines
mda
Mixture Discriminant Analysis
mspline
Vector Smoothing Spline
glass
Glass Identification Database
laplacian
create penalty object for two-dimensional smoothing.
mda.start
Initialization for Mixture Discriminant Analysis
polyreg
Polynomial Regression
bruto
Fit an Additive Spline Model by Adaptive Backfitting
predict.mda
Classify by Mixture Discriminant Analysis
softmax
Find the Maximum in Each Row of a Matrix
ESL.mixture
Mixture example from "Elements of Statistical Learning"
predict.bruto
Predict method for BRUTO Objects
plot.fda
Plot for Flexible Discriminant Analysis
model.matrix.mars
Produce a Design Matrix from a `mars' Object
predict.mars
Predict method for MARS Objects
predict.fda
Classify by Flexible Discriminant Analysis
fda
Flexible Discriminant Analysis
confusion
Confusion Matrices
gen.ridge
Penalized Regression
coef.fda
Produce coefficients for an fda or mda object