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:

6.33 score 33 stars 1 packages 107 scripts 797 downloads 2 mentions 4 exports 47 dependencies

Last updated 8 months agofrom:6edc1345e6. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 18 2024
R-4.5-winOKNov 18 2024
R-4.5-linuxOKNov 18 2024
R-4.4-winNOTENov 18 2024
R-4.4-macNOTENov 18 2024
R-4.3-winNOTENov 18 2024
R-4.3-macNOTENov 18 2024

Exports:estimateTimeTuneRangerrestartTuneRangertuneMtryFasttuneRanger

Dependencies:backportsBBmisccheckmateclicolorspacedata.tableDiceKrigingfansifarverfastmatchggplot2gluegtableisobandlabelinglatticelhslifecyclemagrittrMASSMatrixmgcvmlrmlrMBOmunsellnlmeparallelMapParamHelperspillarpkgconfigR6rangerRColorBrewerRcppRcppArmadilloRcppEigenrlangscalessmoofstringisurvivaltibbleutf8vctrsviridisLitewithrXML

Readme and manuals

Help Manual

Help pageTopics
estimateTimeTuneRangerestimateTimeTuneRanger
restartTuneRangerrestartTuneRanger
tuneMtryFasttuneMtryFast
tuneRangertuneRanger