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) doi:10.48550/arXiv.2207.04430.
- Version0.1.0
- R versionunknown
- LicenseGPL-3
- Needs compilation?No
- Last release07/16/2022
Documentation
Team
Riccardo Giubilei
Achim Zeileis
Show author detailsRolesContributorTorsten Hothorn
Show author detailsRolesContributorTullia Padellini
Show author detailsRolesAuthorPierpaolo Brutti
Show author detailsRolesAuthorMarco Brandi
Show author detailsRolesContributorGabriel Nespoli
Show author detailsRolesContributor
Insights
Last 30 days
This package has been downloaded 142 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 2,221 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Nov 06, 2024 with 31 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports10 packages
- Suggests4 packages