isoboost (version 1.0.1)

Isotonic Boosting Classification Rules

Description

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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Install

install.packages('isoboost')

Monthly Downloads

166

Version

1.0.1

License

GPL-2 | GPL-3

Maintainer

Last Published

May 1st, 2021

Functions in isoboost (1.0.1)