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CompositionalRF (version 1.6)

Multivariate Random Forest with Compositional Responses

Description

Multivariate random forests with compositional responses and Euclidean predictors is performed. The compositional data are first transformed using the additive log-ratio transformation, or the alpha-transformation of Tsagris, Preston and Wood (2011), , and then the multivariate random forest of Rahman R., Otridge J. and Pal R. (2017), , is applied.

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Version

Install

install.packages('CompositionalRF')

Monthly Downloads

499

Version

1.6

License

GPL (>= 2)

Maintainer

Michail Tsagris

Last Published

February 28th, 2026

Functions in CompositionalRF (1.6)

mrf

Multivariate Random Forests
cv.comprf

Cross-Validation of the Compositional Random Forests
cv.alfacomprf

Cross-Validation of the Compositional Random Forests using the alpha-transformation
comp.rf

Compositional Random Forests
alfa.comp.rf

Compositional Random Forests using the alpha-transformation
CompositionalRF-package

Multivariate Random Forests with Compositional Responses