caret (6.0-86)

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 [aut, cre], Jed Wing [ctb], Steve Weston [ctb], Andre Williams [ctb], Chris Keefer [ctb], Allan Engelhardt [ctb], Tony Cooper [ctb], Zachary Mayer [ctb], Brenton Kenkel [ctb], R Core Team [ctb], Michael Benesty [ctb], Reynald Lescarbeau [ctb], Andrew Ziem [ctb], Luca Scrucca [ctb], Yuan Tang [ctb], Can Candan [ctb], Tyler Hunt [ctb]

License: GPL (>= 2)

Uses: foreach, ggplot2, lattice, ModelMetrics, nlme, plyr, pROC, 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, Cubist, knitr, dplyr, MLmetrics, covr
Reverse depends: adabag, AntAngiCool, AntAngioCOOL, AutoStepwiseGLM, caretLSF, caretNWS, conformal, dtree, forecast, fscaret, hsdar, JQL, KsPlot, LncFinder, MobileTrigger, RandPro, rocc, SQB, textmining
Reverse suggests: AppliedPredictiveModeling, aurelius, aVirtualTwins, biomod2, breakDown, broom, butcher, CBDA, Cubist, data.table, deepboost, dendroTools, discSurv, doParallel, doSNOW, emil, EventDetectR, FastImputation, flashlight, forestFloor, GAparsimony, gmum.r, GSIF, iBreakDown, idm, iml, imputeR, Infusion, iprior, kernDeepStackNet, lulcc, metaforest, mlr, mlr3filters, modelplotr, mopa, NeuralNetTools, olsrr, opera, ordinalClust, owl, pdp, pmml, r2pmml, randomForestSRC, recipes, regsem, RGCxGC, SemiSupervised, Seurat, sparsediscrim, spectacles, spFSR, ssc, SSLR, strip, SuperLearner, uavRst, varrank, vip, xspliner
Reverse enhances: bestglm, prediction

Released 17 days ago.

99 previous versions

Ratings

Overall:
  4.4/5 (9 votes)

Documentation:
  4.4/5 (8 votes)

Log in to vote.

Reviews

Write a review

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

Search for caret on google, google scholar, r-help, r-devel.

Visit caret on R Graphical Manual.