Provides a function 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'.

Documentation

Manual: OOBCurve.pdf
Vignette: None available.

Maintainer: Philipp Probst <philipp_probst at gmx.de>

Author(s): Philipp Probst*

Install package and any missing dependencies by running this line in your R console:

install.packages("OOBCurve")

Depends R (>= 3.0.2), mlr(>=2.0)
Imports randomForest, ranger
Suggests testthat
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Package OOBCurve
Materials
URL https://github.com/PhilippPro/OOBCurve
Task Views
Version 0.1
Published 2017-02-24
License GPL-3
BugReports https://github.com/PhilippPro/OOBCurve/issues
SystemRequirements
NeedsCompilation no
Citation
CRAN checks OOBCurve check results
Package source OOBCurve_0.1.tar.gz