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4.7-1.2 by Andy Liaw, 2 years ago

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https://www.stat.berkeley.edu/~breiman/RandomForests/

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

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Authors: Leo Breiman [aut] (Fortran original) , Adele Cutler [aut] (Fortran original) , Andy Liaw [aut, cre] (R port) , Matthew Wiener [aut] (R port)

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Documentation:   PDF Manual  

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GPL (>= 2) license

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Depends on stats

Suggests RColorBrewer, MASS

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Imported by ARTtransfer, AutoScore, BAGofT, BASiNET, BASiNETEntropy, BWGS, C443, CALIBERrfimpute, CDSimX, CERFIT, CLIQUE, CRE, CompMix, CrownScorchTLS, CytoProfile, EpiSemble, FSelector, FateID, FeatureTerminatoR, FoRecoML, ForestDisc, GB5mcPred, GIC, GMDH2, GiniDistance, HNPclassifier, HaploCatcher, ICESat2VegR, IPMRF, ImML, InterpolateR, LINselect, LSDirf, MBMethPred, MFF, MLSP, MLmorph, MRTAnalysis, MUVR2, MicrobTiSDA, ModTools, Modeler, OOBCurve, OPL, OTE, OncoSubtype, OpEnHiMR, PAGE, POPInf, PheVis, PredPsych, RFclust, RFlocalfdr, RFmerge, RFplus, RHC, RPtests, RSDA, RTextTools, RaSEn, RaceID, RandomForestsGLS, RegEnRF, Ricrt, Rtrack, SDMtune, SMMAL, SSDM, STATassist, SingRegKrig, Sstack, SweepDiscovery, SynDI, TIGERr, TSPred, TriMatch, VMDML, VSURF, WMAP, WaveletRF, aRtsy, aVirtualTwins, accelEE, aloom, assignPOP, banter, bartMachine, betaStability, cem, classmap, conforest, cpfa, cpt, curvir, daltoolbox, dendroTools, driveR, easyalluvial, ebmc, ensembleML, forestsearch, funcml, fuzzyforest, gamclass, geomod, ggRandomForests, ggscidca, iimi, imputeMissings, ipd, less, m2b, microbial, mikropml, missForest, mlearning, mlquantify, mlspatial, mt, nadir, newmark, nlcv, nlnet, nproc, omu, opencesp, optBiomarker, pRF, pdi, permimp, plinkQC, pomodoro, practicalSigni, psica, psrwe, rQSAR, randomForestExplainer, randomForestVIP, reddPrec, rfPermute, rgnoisefilt, riAFTBART, riskutility, rjaf, rminer, sae.projection, scorecardModelUtils, seer, shinyr, sigInt, simputation, sits, smdi, soilassessment, sphereML, spikeslab, spm, spm2, spqrp, stablelearner, steprf, suRface.analytics, synthpop, tRigon, tashu, tidylearn, traineR, tspredit, visualpred, vita, waves, xLLiM.

Depended on by ClassificationEnsembles, EPX, LogisticEnsembles, MiscMath, MixRF, ModelMap, NumericEnsembles, alookr, btml, interpretR, mvs, quantregForest, regclass, rfVarImpOOB, rfviz, tgml, varSelRF, vtype.

Suggested by AzureContainers, BatchExperiments, BioMoR, BiodiversityR, Boruta, CAST, ConfusionTableR, DAAG, DDESONN, DImodelsVis, DeepLearningCausal, DrData, E2E, EE.Data, ENMTools, EpidigiR, FAST.R, FRESA.CAD, FSelectorRcpp, FSinR, GROAN, HSAUR, HSAUR2, HSAUR3, ICEbox, IRon, MLPUGS, MSclassifR, MachineShop, MatchIt, MicrobiomeStat, ORION, OpenML, PPtreeExt, PhysicalActivity, Proximum, RLT, RStoolbox, SmartMeterAnalytics, SpoMAG, StatMatch, SuperLearner, TemporalModelR, TunePareto, Usmile, ZeBook, acumos, auditor, bioLeak, biomod2, breakDown, butcher, caret, caretEnsemble, caretMultimodal, caretSDM, cat2cat, ceterisParibus, classbound, climodr, conTree, condvis2, cornet, countSTAR, counterfactuals, cramR, curves, cvms, dismo, dissever, dlookr, doMPI, dyn, e1071, e2tree, ebrahim.gof, ecospat, ecr, evalITR, explore, fairmetrics, fdm2id, featR, foreach, forestControl, forestError, futurize, gcf, gfoRmula, ggResidpanel, hdcate, iBreakDown, icarm, iml, ipred, kumquat, levelSets, lionfish, localModel, lorax, lulcc, mboost, mellio, mice, microeco, mlS3, mlr, mlrCPO, mlrMBO, mlrintermbo, modeltime, mrIML, multiDEGGs, multivarious, nestedcv, networkformat, omicsTools, oosse, orbital, origami, pander, parameters, parcats, party, partykit, pctax, pdp, performance, pmml, posterior, pre, probably, purge, qeML, r2pmml, rSAFE, rankimp, rattle, raw, riskRegression, rmlnomogram, sappviz, see, sentometrics, shapper, specmine, spect, spmodel, stars, stratamatch, strip, subsemble, swag, text, tidyAML, tidypredict, tidysynthesis, tornado, tree.interpreter, treeshap, unifiedml, utsf, veesa, vivid, vivo, webSDM, writeAlizer, wsrf, xaiHydro, xgrove, yaImpute.

Enhanced by klaR.

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See at CRAN