Diversity Forests

Implements diversity forests as described in an upcoming paper by the author of the package. This package is a fork of the R package 'ranger' (main author: Marvin N. Wright) that implements random forests using an efficient C++ implementation. More precisely, 'diversityForest' was written by modifying the code of 'ranger', version 0.11.0. Therefore, details on further functionalities of the code that are not presented in the help pages of 'diversityForest' are found in the help pages of 'ranger' (version 0.11.0). The code in the example sections of the 'diversityForest' manual can be used as a template for all basic application scenarios with respect to classification, regression and survival prediction using univariate, binary splitting. Some function arguments adopted from the 'ranger' package are not be useable with diversity forests (for the current package version).


Reference manual

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0.2.0 by Roman Hornung, a year ago

Browse source code at https://github.com/cran/diversityForest

Authors: Roman Hornung [aut, cre] , Marvin N. Wright [ctb, cph]

Documentation:   PDF Manual  

GPL-3 license

Imports Rcpp, Matrix

Suggests survival, testthat

Linking to Rcpp, RcppEigen

System requirements: C++11

See at CRAN