Package: inTrees
Title: Interpret Tree Ensembles
Version: 1.4
Date: 2024-04-22
Imports: RRF, arules, gbm, xtable, xgboost, data.table, methods
Authors@R: c(person("Houtao", "Deng", role = c("aut", "cre"),
                     email = "softwaredeng@gmail.com"),
              person("Xin", "Guan", role = "aut"),
              person("Vadim", "Khotilovich", role = "aut"))
Description: 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>).
Maintainer: Houtao Deng <softwaredeng@gmail.com>
BugReports: https://github.com/softwaredeng/inTrees/issues
License: GPL (>= 3)
Packaged: 2024-04-23 05:26:26 UTC; houtaodeng
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2024-04-23 06:10:03 UTC
Author: Houtao Deng [aut, cre],
  Xin Guan [aut],
  Vadim Khotilovich [aut]
Built: R 4.2.3; ; 2024-04-23 06:38:43 UTC; unix
