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softwaredeng
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>).
Maintained by Houtao Deng. Last updated 11 months ago.
39 stars 5.85 score 72 scripts