CRAN/E | OOBCurve

OOBCurve

Out of Bag Learning Curve

Installation

About

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.

Citation OOBCurve citation info
github.com/PhilippPro/OOBCurve
Bug report File report

Key Metrics

Version 0.3
R ≥ 3.3.3
Published 2018-08-30 2067 days ago
Needs compilation? no
License GPL-3
CRAN checks OOBCurve results

Downloads

Yesterday 8 -11%
Last 7 days 46 -12%
Last 30 days 220 +45%
Last 90 days 526 -40%
Last 365 days 2.385 -19%

Maintainer

Maintainer

Philipp Probst

philipp_probst@gmx.de

Authors

Philipp Probst

aut / cre

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

OOBCurve archive

Depends

R ≥ 3.3.3
mlr ≥ 2.11

Imports

randomForest
ranger

Suggests

testthat