OOBCurve

Out of Bag Learning Curve

v0.3 · Aug 30, 2018 · GPL-3

Description

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.

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CRAN Check Status

5 NOTE

9 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	111s
r-devel-linux-x86_64-debian-gcc	OK	77.5s
r-devel-linux-x86_64-fedora-clang	NOTE	162.6s
r-devel-linux-x86_64-fedora-gcc	NOTE	159.7s
r-devel-macos-arm64	OK	27s
r-devel-windows-x86_64	OK	108s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	63s
r-oldrel-windows-x86_64	NOTE	139s
r-patched-linux-x86_64	OK	100.2s
r-release-linux-x86_64	OK	99.1s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	77s
r-release-windows-x86_64	OK	110s

Check details (5 non-OK)

NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘randomForest’ ‘ranger’
  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘randomForest’ ‘ranger’
  All declared Imports should be used.

NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory

NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory

NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

Check History

NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘randomForest’ ‘ranger’
  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘randomForest’ ‘ranger’
  All declared Imports should be used.

NOTE r-oldrel-macos-arm64

LazyData

'LazyData' is specified without a 'data' directory

NOTE r-oldrel-macos-x86_64

LazyData

'LazyData' is specified without a 'data' directory

NOTE r-oldrel-windows-x86_64

LazyData

'LazyData' is specified without a 'data' directory

Dependency Network

Version History

new 0.3 Mar 10, 2026

updated 0.3 ← 0.2 diff Aug 29, 2018

updated 0.2 ← 0.1 diff Oct 23, 2017

new 0.1 Feb 23, 2017