ranger (version 0.14.1)

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') and 'dgCMatrix' (R package 'Matrix') can be directly analyzed.

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install.packages('ranger')

Monthly Downloads

96,560

Version

0.14.1

License

GPL-3

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Last Published

June 18th, 2022

Functions in ranger (0.14.1)