caret (6.0-81)

10 users

Classification and Regression Training.

https://github.com/topepo/caret/
http://cran.r-project.org/web/packages/caret

Misc functions for training and plotting classification and regression models.

Maintainer: Max Kuhn
Author(s): 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.

License: GPL (>= 2)

Uses: foreach, ggplot2, lattice, ModelMetrics, nlme, plyr, recipes, reshape2, withr, e1071, earth, ellipse, fastICA, gam, ipred, kernlab, klaR, mda, mgcv, mlbench, pamr, party, pls, proxy, randomForest, rpart, subselect, superpc, spls, MASS, nnet, testthat, RANN, BradleyTerry2, pROC, Cubist, knitr, dplyr, MLmetrics
Reverse depends: adabag, AntAngiCool, AntAngioCOOL, AutoStepwiseGLM, caretLSF, caretNWS, conformal, dtree, forecast, fscaret, hsdar, KsPlot, LncFinder, RandPro, rocc, SQB, textmining
Reverse suggests: AppliedPredictiveModeling, aurelius, aVirtualTwins, biomod2, breakDown, broom, CBDA, Cubist, data.table, deepboost, dendroTools, discSurv, doParallel, doSNOW, emil, FastImputation, forestFloor, GAparsimony, gmum.r, GSIF, idm, iml, imputeR, Infusion, iprior, kernDeepStackNet, lulcc, mlr, mopa, NeuralNetTools, olsrr, opera, ordinalClust, pdp, randomForestSRC, recipes, regsem, SemiSupervised, Seurat, sparsediscrim, spectacles, spFSR, ssc, strip, SuperLearner, uavRst, varrank, vip
Reverse enhances: bestglm, prediction

Released 28 days ago.


94 previous versions

Ratings

Overall:

  4.4/5 (9 votes)

Documentation:

  4.4/5 (8 votes)

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Related packages: h2o, GAMBoost, rgenoud, varSelRF, e1071, earth, kernlab, klaR, party, ROCR, rpart, pls, randomForestSRC, Rborist, xgboost, tensorflow, BatchJobs, BatchExperiments, RSNNS, doRNG(20 best matches, based on common tags.)


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Visit caret on R Graphical Manual.