isoboost 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 Cited by 4 Authors 1 Conde, David 1 Fernández Temprano, Miguel Alejandro 1 Rueda, Cristina 1 Salvador, Bonifacio Cited in 1 Serial 1 Advances in Data Analysis and Classification. ADAC Cited in 1 Field 1 Statistics (62-XX) Citations by Year