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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>).
Getting started
Browse package contents
Package details |
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| Author | Houtao Deng [aut, cre], Xin Guan [aut], Vadim Khotilovich [aut] |
| Maintainer | Houtao Deng <softwaredeng@gmail.com> |
| License | GPL (>= 3) |
| Version | 1.3 |
| Package repository | View on CRAN |
| Installation |
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