swMATH ID: 39278
Software Authors: David Conde, Miguel A. Fernandez, Cristina Rueda, Bonifacio Salvador
Description: 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.
Homepage: https://cran.r-project.org/web/packages/isoboost/index.html
Source Code:  https://github.com/cran/isoboost
Dependencies: R
Related Software: scar; Iso; dawai; XGBoost; isotone; xgboost; caTools; HandTill2001; AdaBoost.MH; e1071; rpart; MASS (R); R
Cited in: 1 Document

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