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:Philipp Probst [aut, cre]

OOBCurve_0.3.tar.gz
OOBCurve_0.3.zip(r-4.7)OOBCurve_0.3.zip(r-4.6)OOBCurve_0.3.zip(r-4.5)
OOBCurve_0.3.tgz(r-4.6-any)OOBCurve_0.3.tgz(r-4.5-any)
OOBCurve_0.3.tar.gz(r-4.7-any)OOBCurve_0.3.tar.gz(r-4.6-any)
OOBCurve_0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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

On CRAN:

Conda:

3.73 score 9 stars 12 scripts 140 downloads 2 exports 34 dependencies

Last updated from:31060b70d4. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE162
source / vignettesOK163
linux-release-x86_64NOTE154
macos-release-arm64NOTE94
macos-oldrel-arm64NOTE98
windows-develNOTE126
windows-releaseNOTE101
windows-oldrelNOTE128
wasm-releaseOK121

Exports:OOBCurveOOBCurvePars

Dependencies:backportsBBmisccheckmateclicpp11data.tablefarverfastmatchggplot2gluegtableisobandlabelinglatticelifecycleMatrixmlrparallelMapParamHelpersR6randomForestrangerRColorBrewerRcppRcppEigenrlangS7scalesstringisurvivalvctrsviridisLitewithrXML