etree
Classification and Regression with Structured and Mixed-Type Data
Implementation of Energy Trees, a statistical model to perform classification and regression with structured and mixed-type data. The model has a similar structure to Conditional Trees, but brings in Energy Statistics to test independence between variables that are possibly structured and of different nature. Currently, the package covers functions and graphs as structured covariates. It builds upon 'partykit' to provide functionalities for fitting, printing, plotting, and predicting with Energy Trees. Energy Trees are described in Giubilei et al. (2022)
- Version0.1.0
- R version≥ 3.7.0
- LicenseGPL-3
- Needs compilation?No
- Last release07/16/2022
Documentation
Team
Riccardo Giubilei
Tullia Padellini
Show author detailsRolesAuthorPierpaolo Brutti
Show author detailsRolesAuthorMarco Brandi
Show author detailsRolesContributorGabriel Nespoli
Show author detailsRolesContributorTorsten Hothorn
Achim Zeileis
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- Depends1 package
- Imports11 packages
- Suggests4 packages