inTrees
Interpret Tree Ensembles
For tree ensembles such as random forests, regularized random forests and gradient boosted trees, this package provides functions for: extracting, measuring and pruning rules; selecting a compact rule set; summarizing rules into a learner; calculating frequent variable interactions; formatting rules in latex code. Reference: Interpreting tree ensembles with inTrees (Houtao Deng, 2019, doi:10.1007/s41060-018-0144-8).
- Version1.4
- R versionunknown
- LicenseGPL (≥ 3)
- Needs compilation?No
- Last release04/23/2024
Documentation
Team
Houtao Deng
Xin Guan
Show author detailsRolesAuthorVadim Khotilovich
Show author detailsRolesAuthor
Insights
Last 30 days
Last 365 days
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
- Imports6 packages