CompositionalRF: Multivariate Random Forest with Compositional Responses

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), <doi:10.48550/arXiv.1106.1451>, and then the multivariate random forest of Rahman R., Otridge J. and Pal R. (2017), <doi:10.1093/bioinformatics/btw765>, is applied.

Package details

AuthorMichail Tsagris [aut, cre], Christos Adam [aut]
MaintainerMichail Tsagris <mtsagris@uoc.gr>
LicenseGPL (>= 2)
Version1.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CompositionalRF")

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CompositionalRF documentation built on Sept. 9, 2025, 5:43 p.m.