Classification and Regression Training

Misc functions for training and plotting classification and regression models.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("caret")

6.0-76 by Max Kuhn, 7 days ago


https://github.com/topepo/caret/


Report a bug at https://github.com/topepo/caret/issues


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


Authors: Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer, Allan Engelhardt, Tony Cooper, Zachary Mayer, Brenton Kenkel, the R Core Team, Michael Benesty, Reynald Lescarbeau, Andrew Ziem, Luca Scrucca, Yuan Tang, Can Candan, and Tyler Hunt.


Documentation:   PDF Manual  


Task views: High-Performance and Parallel Computing with R, Machine Learning & Statistical Learning, Multivariate Statistics


GPL (>= 2) license


Imports car, foreach, methods, plyr, ModelMetrics, nlme, reshape2, stats, stats4, utils, grDevices

Depends on lattice, ggplot2

Suggests BradleyTerry2, e1071, earth, fastICA, gam, ipred, kernlab, klaR, MASS, ellipse, mda, mgcv, mlbench, MLmetrics, nnet, party, pls, pROC, proxy, randomForest, RANN, spls, subselect, pamr, superpc, Cubist, testthat


Imported by ContaminatedMixt, DamiaNN, DecisionCurve, ESKNN, LOGIT, NoiseFiltersR, PredPsych, RStoolbox, SSL, TLBC, WRTDStidal, aLFQ, anomalyDetection, arulesCBA, assignPOP, blkbox, caretEnsemble, chemmodlab, classifierplots, crtests, darch, dtwSat, eclust, ensembleR, healthcareai, imputeR, kernDeepStackNet, modeval, neuropsychology, parboost, preprocomb, preprosim, preproviz, quantable, specmine, stepPenal.

Depended on by AntAngioCOOL, LncFinder, adabag, conformal, dtree, fscaret, hsdar, ordBTL, textmining.

Suggested by AppliedPredictiveModeling, Cubist, FastImputation, GSIF, Infusion, NeuralNetTools, SuperLearner, aVirtualTwins, biomod2, data.table, deepboost, discSurv, doParallel, doSNOW, emil, gmum.r, idm, lulcc, mlr, opera, pdp, ssc, strip, subsemble.


See at CRAN