Additions to 'party' and 'partykit' packages : tools for the interpretation of forests (surrogate trees, prototypes, etc.), feature selection (see Gregorutti et al (2017) <arXiv:1310.5726>, Hapfelmeier and Ulm (2013) <doi:10.1016/j.csda.2012.09.020>, Altmann et al (2010) <doi:10.1093/bioinformatics/btq134>) and parallelized versions of conditional forest and variable importance functions. Also modules and a shiny app for conditional inference trees.
Package details |
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Author | Nicolas Robette |
Maintainer | Nicolas Robette <nicolas.robette@uvsq.fr> |
License | GPL (>= 2) |
Version | 0.4 |
URL | https://nicolas-robette.github.io/moreparty/ https://github.com/nicolas-robette/moreparty |
Package repository | View on GitHub |
Installation |
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