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Package: DirichletRF
Type: Package
Title: Dirichlet Random Forest
Version: 0.1.0
Authors@R: c(
person("Khaled", "Masoumifard", , "masoumifardk@yahoo.com", role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-1921-2145")),
person("Stephan", "van der Westhuizen", , "stephanvdw@sun.ac.za", role = "aut",
comment = c(ORCID = "0000-0001-9469-8427")),
person("Sugnet", "Lubbe", , "slubbe@sun.ac.za", role = "aut",
comment = c(ORCID = "0000-0003-2762-9944")))
Description: Implementation of the Dirichlet Random Forest algorithm
for compositional response data. Supports maximum likelihood estimation
('MLE') and method-of-moments ('MOM') parameter estimation for the
Dirichlet distribution. Provides two prediction strategies; averaging-based
predictions (average of responses within terminal nodes) and
parameter-based predictions (expected value derived from the estimated
Dirichlet parameters within terminal nodes). For more details see
Masoumifard, van der Westhuizen, and Gardner-Lubbe (2026, ISBN:9781032903910).
License: GPL-3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Imports:
Rcpp (>= 1.0.0),
parallel
LinkingTo: Rcpp
RoxygenNote: 7.3.3
Suggests:
testthat (>= 3.0.0)
Config/testthat/edition: 3