pre
Prediction Rule Ensembles
Derives prediction rule ensembles (PREs). Largely follows the procedure for deriving PREs as described in Friedman & Popescu (2008; doi:10.1214/07-AOAS148), with adjustments and improvements. The main function pre() derives prediction rule ensembles consisting of rules and/or linear terms for continuous, binary, count, multinomial, and multivariate continuous responses. Function gpe() derives generalized prediction ensembles, consisting of rules, hinge and linear functions of the predictor variables.
- Version1.0.7
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- pre citation info
- Last release01/12/2024
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Team
Marjolein Fokkema
Benjamin Christoffersen
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- Imports9 packages
- Suggests14 packages
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