Isotonic Boosting Classification Rules
(Adjacent-categories) Multiple Isotonic LogitBoost
(Adjacent-categories) Simple Isotonic LogitBoost
Cumulative probabilities Multiple Isotonic LogitBoost
Cumulative probabilities Simple Isotonic LogitBoost
Internal isoboost functions
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.