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.
- Version1.0.1
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- isoboost citation info
- Last release05/01/2021
Team
David Conde
Cristina Rueda
Show author detailsRolesAuthorMiguel A. Fernandez
Show author detailsRolesAuthorBonifacio Salvador
Show author detailsRolesAuthor
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- Imports3 packages