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.

Getting started

Package details

AuthorPhilipp Probst [aut, cre]
MaintainerPhilipp Probst <[email protected]>
LicenseGPL-3
Version0.3
URL https://github.com/PhilippPro/OOBCurve
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("OOBCurve")

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OOBCurve documentation built on Aug. 30, 2018, 5:04 p.m.