isoboost

cranv1.0.2

Isotonic Boosting Classification Rules. In classification problems a monotone relation between some predictors and the classes may be assumed. In this package 'isoboost' we propose new boosting algorithms, based on LogitBoost, that incorporate this isotonicity information, yielding more accurate and easily interpretable rules.

License GPL-2 | GPL-30 versions1 maintainers4 deps60 weekly dl
https://CRAN.R-project.org/package=isoboost
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Isoisotonerpartmethods
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First published · 2026-01-27 14:06:03

Last updated · 2026-01-27T13:00:02+00:00