Description
A fast implementation of Random Forests, particularly suited for high dimensional data. Ensembles of classification, regression, survival and probability prediction trees are supported. Data from genome-wide association studies can be analyzed efficiently. In addition to data frames, datasets of class 'gwaa.data' (R package 'GenABEL') and 'dgCMatrix' (R package 'Matrix') can be directly analyzed.
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autoCRAN
3
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19
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0
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autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
13
OK
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check History
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 19, 2026
WARNING 12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 17, 2026
WARNING
r-oldrel-windows-x86_64
for unstated dependencies in ‘tests’
Warning: unable to access index for repository https://bioconductor.org/packages/3.22/bioc/src/contrib: cannot open URL 'https://bioconductor.org/packages/3.22/bioc/src/contrib/PACKAGES' Warning: unable to access index for repository https://biocon ...[truncated]... 2/data/annotation/src/contrib/PACKAGES' Warning: unable to access index for repository https://bioconductor.org/packages/3.22/data/experiment/src/contrib: cannot open URL 'https://bioconductor.org/packages/3.22/data/experiment/src/contrib/PACKAGES'
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
libs 7.7Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 8.1Mb
sub-directories of 1Mb or more:
libs 7.8Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR
r-devel-windows-x86_64
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/ranger.Rcheck/00install.out' for details.
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
libs 7.7Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 8.1Mb
sub-directories of 1Mb or more:
libs 7.8Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
libs 7.7Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 8.1Mb
sub-directories of 1Mb or more:
libs 7.8Mb
Code
Code metrics have not been computed for this package yet.
Reverse Dependencies (255)
depends
imports
ADAPTS AmpGram AmyloGram AnimalSequences AntsNet C443 CCI CGMissingDataR CancerGram CaseBasedReasoning CompositionalML CoxAIPW EFAfactors GRSxE IVDML Infusion Iscores MLDataR MLFS MRTAnalysis MUVR2 OOBCurve PND.heter.cluster RFAE RFlocalfdr RFmstate RPIV RaSEn RobustPrediction SEMdeep SISIR SLOS SeroTrackR StratifiedMedicine TSCI TangledFeatures VIM VIMPS WMAP abcrf alookr arf collinear comets crossurr ddecompose ddml discSurv drpop enmSdmX fairadapt flevr fluxfixer funcml fuzzylink gapclosing geomod handwriterRF highMLR hpiR hypoRF influential ipd memoria metaforest meteo miceRanger mimar missForest missForestPredict missRanger mlS3 multiclassPairs nadir ocf optRF orf outForest poolVIM quantregRanger quickSentiment radiant.model randomForestExplainer rfVarImpOOB rfinterval rfvimptest riskRegression riskutility rjaf rmweather roseRF sae.projection seqimpute shadowVIMP simPop solitude spCF spFSR spatialRF spm spqrp stablelearner subscreen survalis synthpop tall text2emotion text2sdg tramicp tsensembler ubair utsf vaccine worcs
suggests
APS BORG Boruta CALIBERrfimpute CausalGPS CimpleG DALEX DALEXtra DeepLearningCausal DirectEffects DoubleML ENMTools FactorHet FoRecoML GSbench GenericML MLwrap MSclassifR MachineShop MantaID OpEnCAST PieGlyph PortfolioTesteR RobinCar SAiVE SDModels SuperLearner SuperSurv UKBAnalytica VSURF arenar autostats batchtools bioLeak blockwise bnns breakDown butcher cdgd confcons cpi datadriftR dlookr drifter dynwrap e2tree ensModelVis explainer fairmodels familiar fastml filtro finetune flexCausal fmeffects forestControl fuseMLR h3sdm heaping iBreakDown iml important ingredients innsight interflex knockoff ldmppr lime lmtp mcboost micd mice miesmuschel misl ml mllrnrs mlr mlr3fairness mlr3learners mlr3mbo mlr3pipelines mlr3shiny mlr3spatial mlr3summary mlr3superlearner mlr3tuningspaces mlr3viz mlrCPO mlrintermbo mlsurvlrnrs modelDown modelStudio multiDEGGs orbital parsnip pdp pminternal polle postcard predictset purge qeML r2pmml rarefun rtemis rush sense shapr smriti soilassessment sperrorest spmodel stacks survex targeted tdarec text tidyAML tidypredict tidysdm tidysynthesis tram transportr tree.interpreter treeshap txshift varImp vetiver vimp vivid weightflow xplainfi
Dependency Network
Version History
23 tracked
new
0.18.0
Mar 10, 2026