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DESCRIPTION
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DESCRIPTION
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Package: softtrees
Type: Package
Title: Soft Distributional Regression Trees and Forests
Version: 1.1
Date: 2023-01-03
Authors@R: c(person(given = "Nikolaus", family = "Umlauf", role = c("aut", "cre"), email = "[email protected]", comment = c(ORCID = "0000-0003-2160-9803")),
person(given = "Nadja", family = "Klein", role = "aut", email = "[email protected]", comment = c(ORCID = "0000-0002-5072-5347")))
Description: The implementation provides infrastructure for the estimation of distributional
regression trees and forest using soft splits. Splits are either based on single covariates
or can be fully multivariate. The package also includes boosting algorithms that use
soft regression trees as base learner.
Depends: R (>= 3.5.0), coin, gamlss.dist, Formula
Suggests: colorspace, knitr, scoringRules
License: GPL-2 | GPL-3
LazyLoad: yes
RoxygenNote: 7.0.2