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.

Version: 0.2
Depends: R (≥ 3.3.3), mlr (≥ 2.11)
Imports: randomForest, ranger
Suggests: testthat
Published: 2017-10-24
Author: Philipp Probst [aut, cre]
Maintainer: Philipp Probst <philipp_probst at gmx.de>
BugReports: https://github.com/PhilippPro/OOBCurve/issues
License: GPL-3
URL: https://github.com/PhilippPro/OOBCurve
NeedsCompilation: no
Materials: README
CRAN checks: OOBCurve results

Downloads:

Reference manual: OOBCurve.pdf
Package source: OOBCurve_0.2.tar.gz
Windows binaries: r-devel: OOBCurve_0.2.zip, r-release: OOBCurve_0.2.zip, r-oldrel: OOBCurve_0.2.zip
OS X El Capitan binaries: r-release: OOBCurve_0.2.tgz
OS X Mavericks binaries: r-oldrel: not available
Old sources: OOBCurve archive

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