Package: tuneRanger 0.7

tuneRanger: Tune Random Forest of the 'ranger' Package

Tuning random forest with one line. The package is mainly based on the packages 'ranger' and 'mlrMBO'.

Authors:Philipp Probst [aut, cre], Simon Klau [ctb]

tuneRanger_0.7.tar.gz
tuneRanger_0.7.zip(r-4.5)tuneRanger_0.7.zip(r-4.4)tuneRanger_0.7.zip(r-4.3)
tuneRanger_0.7.tgz(r-4.4-any)tuneRanger_0.7.tgz(r-4.3-any)
tuneRanger_0.7.tar.gz(r-4.5-noble)tuneRanger_0.7.tar.gz(r-4.4-noble)
tuneRanger_0.7.tgz(r-4.4-emscripten)tuneRanger_0.7.tgz(r-4.3-emscripten)
tuneRanger.pdf |tuneRanger.html
tuneRanger/json (API)

# Install 'tuneRanger' in R:
install.packages('tuneRanger', repos = c('https://philipppro.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/philipppro/tuneranger/issues

On CRAN:

4 exports 33 stars 2.85 score 47 dependencies 2 mentions 94 scripts 629 downloads

Last updated 6 months agofrom:6edc1345e6. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 16 2024
R-4.5-winNOTESep 16 2024
R-4.5-linuxNOTESep 16 2024
R-4.4-winNOTESep 16 2024
R-4.4-macNOTESep 16 2024
R-4.3-winNOTESep 16 2024
R-4.3-macNOTESep 16 2024

Exports:estimateTimeTuneRangerrestartTuneRangertuneMtryFasttuneRanger

Dependencies:backportsBBmisccheckmateclicolorspacedata.tableDiceKrigingfansifarverfastmatchggplot2gluegtableisobandlabelinglatticelhslifecyclemagrittrMASSMatrixmgcvmlrmlrMBOmunsellnlmeparallelMapParamHelperspillarpkgconfigR6rangerRColorBrewerRcppRcppArmadilloRcppEigenrlangscalessmoofstringisurvivaltibbleutf8vctrsviridisLitewithrXML

Readme and manuals

Help Manual

Help pageTopics
estimateTimeTuneRangerestimateTimeTuneRanger
restartTuneRangerrestartTuneRanger
tuneMtryFasttuneMtryFast
tuneRangertuneRanger