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schalkdaniel committed Mar 28, 2023
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Expand Up @@ -3,15 +3,15 @@ Type: Package
Title: Efficient implementation of component-wise boosting
Version: 0.1.2
Authors@R: c(
person(given = "Daniel", family = "Schalk", email = "daniel.schalk@stat.uni-muenchen.de", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-0950-1947")),
person(given = "Daniel", family = "Schalk", email = "schalkdaniel242@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-0950-1947")),
person(given = "Janek", family = "Thomas", email = "janek.thomas@stat.uni-muenchen.de", role = "aut", comment = c(ORCID = "0000-0003-4511-6245")),
person(given = "Bernd", family = "Bischl", email = "bernd_bischl@gmx.net", role = "aut", comment = c(ORCID = "0000-0001-6002-6980")))
Maintainer: Daniel Schalk <daniel.schalk@stat.uni-muenchen.de>
Description: Efficient implementation of component-wise gradient boosting.
The package applies the boosting framework to statistical models, e.g.,
general additive models using component-wise smoothing splines.
Boosting these kinds of models maintains interpretability and enables
unbiased model selection in high dimensional feature spaces.
Boosting these kinds of base components enables interpretation of the
model and enables (unbiased) model selection in high-dimensional feature spaces.
License: LGPL (>= 3)
URL: https://schalkdaniel.github.io/compboost, https://github.com/schalkdaniel/compboost
BugReports: https://github.com/schalkdaniel/compboost/issues
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