This package is considered a duplicate. The official version of this package is found at:https://trevorhastie.r-universe.dev/mda

Package: mda 0.5-5

Trevor Hastie

mda: Mixture and Flexible Discriminant Analysis

Mixture and flexible discriminant analysis, multivariate adaptive regression splines (MARS), BRUTO, and vector-response smoothing splines. Hastie, Tibshirani and Friedman (2009) "Elements of Statistical Learning (second edition, chap 12)" Springer, New York.

Authors:Trevor Hastie [aut, cre], Robert Tibshirani [aut], Balasubramanian Narasimhan [ctb], Friedrich Leisch [ctb], Kurt Hornik [ctb], Brian Ripley [ctb]

mda_0.5-5.tar.gz
mda_0.5-5.tar.gz(r-4.5-noble)mda_0.5-5.tar.gz(r-4.4-noble)
mda_0.5-5.tgz(r-4.4-emscripten)mda_0.5-5.tgz(r-4.3-emscripten)
mda.pdf |mda.html✨
mda/json (API)

# Install 'mda' in R:

install.packages('mda', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

ESL.mixture - Mixture example from "Elements of Statistical Learning"
glass - Glass Identification Database

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

fortran

7.45 score 2 stars 16 packages 440 scripts 13k downloads 23 mentions 12 exports 2 dependencies

Last updated 2 months agofrom:e2d1fd0fc4. Checks:OK: 2. Indexed: no.

Target	Result	Date
Doc / Vignettes	OK	Dec 08 2024
R-4.5-linux-x86_64	OK	Dec 08 2024

Exports:bruto coef.fda confusion fda gen.ridge laplacian mars mda mda.start mspline polyreg softmax

Dependencies:class MASS

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

Package: mda 0.5-5

mda: Mixture and Flexible Discriminant Analysis

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Help Manual

Usage by other packages (reverse dependencies)