isoboost

R package isoboost: 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.

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References in zbMATH (referenced in 1 article )

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  1. Conde, David; Fernández, Miguel A.; Rueda, Cristina; Salvador, Bonifacio: Isotonic boosting classification rules (2021)