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.


Reference manual

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0.5-2 by Trevor Hastie, 2 years ago

Browse source code at https://github.com/cran/mda

Authors: S original by Trevor Hastie & Robert Tibshirani. Original R port by Friedrich Leisch , Kurt Hornik and Brian D. Ripley. Balasubramanian Narasimhan has contributed to the upgrading of the code.

Documentation:   PDF Manual  

Task views: Analysis of Ecological and Environmental Data, Multivariate Statistics

GPL-2 license

Depends on stats, class

Suggests earth, testthat

Imported by CVarE, Compositional, MAVE, RclusTool, biomod2, bujar, fdm2id, rminer, sparseLDA, xLLiM, zooimage.

Depended on by gamsel, obliqueRF.

Suggested by BiodiversityR, DiceEval, FRESA.CAD, HandTill2001, MachineShop, butcher, caret, discrim, earth, flacco, fscaret, landmap, live, mlr, pdp, subsemble.

Enhanced by prediction.

See at CRAN