caret: Classification and Regression Training

Misc functions for training and plotting classification and regression models

Version: 5.13-20
Depends: R (≥ 2.10), lattice, reshape, stats, plyr, cluster, foreach
Suggests: gbm, pls, mlbench, rpart, ellipse, ipred, klaR, randomForest, gpls, pamr, kernlab, mda, mgcv, nnet, class, MASS, mboost, earth (≥ 2.2-3), party (≥ 0.9-99992), ada, affy, proxy, e1071, grid, elasticnet, SDDA, caTools, RWeka (≥ 0.4-1), superpc, penalized, sparseLDA (≥ 0.1-1), spls, sda, glmnet (≥ 1.7.1), relaxo, lars, vbmp, nodeHarvest, rrcov, gam, stepPlr, GAMens (≥ 1.1.1), rocc, foba, partDSA, hda, fastICA, neuralnet, quantregForest, rda, HDclassif, LogicReg, LogicForest, logicFS, RANN, qrnn, Boruta, Hmisc, Cubist, bst, leaps, obliqueRF, rrlda, evtree, penalizedLDA, rFerns, pROC, kohonen
Published: 2012-02-06
Author: Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer and Allan Engelhardt
Maintainer: Max Kuhn <Max.Kuhn at pfizer.com>
License: GPL-2
URL: http://caret.r-forge.r-project.org/
In views: HighPerformanceComputing, MachineLearning, Multivariate
CRAN checks: caret results

Downloads:

Package source: caret_5.13-20.tar.gz
MacOS X binary: caret_5.12-04.tgz
Windows binary: caret_5.12-04.zip
Reference manual: caret.pdf
Vignettes: caret Manual – Data and Functions
caret Manual – Variable Selection
caret Manual – Model Building
caret Manual – Variable Importance
News/ChangeLog:NEWS
Old sources: caret archive

Reverse dependencies:

Reverse depends: KsPlot
Reverse suggests: Cubist, SuperLearner