Package: OOBCurve 0.3
OOBCurve: Out of Bag Learning Curve
Provides functions to calculate the out-of-bag learning curve for random forests for any measure that is available in the 'mlr' package. Supported random forest packages are 'randomForest' and 'ranger' and trained models of these packages with the train function of 'mlr'. The main function is OOBCurve() that calculates the out-of-bag curve depending on the number of trees. With the OOBCurvePars() function out-of-bag curves can also be calculated for 'mtry', 'sample.fraction' and 'min.node.size' for the 'ranger' package.
Authors:
OOBCurve_0.3.tar.gz
OOBCurve_0.3.zip(r-4.5)OOBCurve_0.3.zip(r-4.4)OOBCurve_0.3.zip(r-4.3)
OOBCurve_0.3.tgz(r-4.4-any)OOBCurve_0.3.tgz(r-4.3-any)
OOBCurve_0.3.tar.gz(r-4.5-noble)OOBCurve_0.3.tar.gz(r-4.4-noble)
OOBCurve_0.3.tgz(r-4.4-emscripten)OOBCurve_0.3.tgz(r-4.3-emscripten)
OOBCurve.pdf |OOBCurve.html✨
OOBCurve/json (API)
| # Install 'OOBCurve' in R: |
| install.packages('OOBCurve', repos = c('https://philipppro.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/philipppro/oobcurve/issues
Last updated 6 years agofrom:31060b70d4. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 20 2024 |
| R-4.5-win | NOTE | Nov 20 2024 |
| R-4.5-linux | NOTE | Nov 20 2024 |
| R-4.4-win | NOTE | Nov 20 2024 |
| R-4.4-mac | NOTE | Nov 20 2024 |
| R-4.3-win | NOTE | Nov 20 2024 |
| R-4.3-mac | NOTE | Nov 20 2024 |
Exports:OOBCurveOOBCurvePars
Dependencies:backportsBBmisccheckmateclicolorspacedata.tablefansifarverfastmatchggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmlrmunsellnlmeparallelMapParamHelperspillarpkgconfigR6randomForestrangerRColorBrewerRcppRcppEigenrlangscalesstringisurvivaltibbleutf8vctrsviridisLitewithrXML
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Out of Bag Learning curve | OOBCurve |
| OOBCurvePars | OOBCurvePars |
