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ranger (version 0.2.7)

A Fast Implementation of Random Forests

Description

A fast implementation of Random Forests, particularly suited for high dimensional data. Ensembles of classification, regression, survival and probability prediction trees are supported. Data from genome-wide association studies can be analyzed efficiently. In addition to data frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly analyzed.

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Version

Install

install.packages('ranger')

Monthly Downloads

51,941

Version

0.2.7

License

GPL-3

Maintainer

Marvin N Wright

Last Published

July 29th, 2015

Functions in ranger (0.2.7)

predictions.ranger

Ranger predictions
tune.nodesize

Tune terminal node size
predict.ranger.forest

Ranger prediction
predict.ranger

Ranger prediction
print.ranger

Print Ranger
tune.mtry

Tune mtry
importance.ranger

Ranger variable importance
print.ranger.prediction

Print Ranger prediction
predictions.ranger.prediction

Ranger predictions
timepoints.ranger.prediction

Ranger timepoints
timepoints.ranger

Ranger timepoints
print.ranger.forest

Print Ranger forest
ranger

Ranger