Package: aorsf Title: Accelerated Oblique Random Forests Version: 0.1.3 Authors@R: c( person("Byron", "Jaeger", , "bjaeger@wakehealth.edu", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-7399-2299")), person("Nicholas", "Pajewski", role = "ctb"), person("Sawyer", "Welden", , "swelden@wakehealth.edu", role = "ctb"), person("Christopher", "Jackson", , "chris.jackson@mrc-bsu.cam.ac.uk", role = "rev"), person("Marvin", "Wright", role = "rev"), person("Lukas", "Burk", role = "rev") ) Description: Fit, interpret, and compute predictions with oblique random forests. Includes support for partial dependence, variable importance, passing customized functions for variable importance and identification of linear combinations of features. Methods for the oblique random survival forest are described in Jaeger et al., (2023) . License: MIT + file LICENSE URL: https://github.com/ropensci/aorsf, https://docs.ropensci.org/aorsf/ BugReports: https://github.com/ropensci/aorsf/issues/ Depends: R (>= 3.6) Imports: collapse, data.table, lifecycle, R6, Rcpp, utils Suggests: covr, ggplot2, glmnet, knitr, rmarkdown, survival, SurvMetrics, testthat (>= 3.0.0), tibble, units LinkingTo: Rcpp, RcppArmadillo VignetteBuilder: knitr Config/testthat/edition: 3 Encoding: UTF-8 LazyData: true RoxygenNote: 7.2.3 NeedsCompilation: yes Packaged: 2024-01-19 22:06:19 UTC; bjaeger Author: Byron Jaeger [aut, cre] (), Nicholas Pajewski [ctb], Sawyer Welden [ctb], Christopher Jackson [rev], Marvin Wright [rev], Lukas Burk [rev] Maintainer: Byron Jaeger Repository: CRAN Date/Publication: 2024-01-22 13:22:56 UTC