{ "_id": "6ab412d73d719c1f84094444", "Package": "figsr", "Title": "Fast Interpretable Greedy-Tree Sums for Tree Ensembles", "Version": "0.2.0", "Authors@R": "c(\nperson(\"João Paulo\", \"Assis Bonifácio\", email = \"jpab.27@hotmail.com\",\nrole = c(\"aut\", \"cre\", \"cph\"), comment = c(ORCID = \"0009-0009-2335-8391\")),\nperson(\"Geraldo Magela\", \"da Cruz Pereira\", email = \"geraldo.pereira@ufla.br\",\nrole = c(\"aut\", \"cph\"), comment = c(ORCID = \"0000-0001-6280-4870\")),\nperson(\"Pedro\", \"Mambelli Fernandes\", role = c(\"aut\", \"cph\"),\ncomment = c(ORCID = \"0009-0001-1695-279X\")),\nperson(\"João Vitor\", \"Andrade Alves de Souza\", email = \"joaovitor.alvez16@gmail.com\",\nrole = c(\"aut\", \"cph\"), comment = c(ORCID = \"0009-0006-2780-318X\"))\n)", "Description": "Flexible, interpretable machine learning algorithm for\nadditive tree sums (FIGS). Fits a sum of shallow classification\nand regression trees (CART) by greedily minimizing residual\nimpurity, growing a new tree or deepening an existing one at\neach step, whichever reduces the residuals most. Supports\nregression and two-class classification, variable importance,\nbootstrap ensembling and seamless integration with 'parsnip'\nand 'tidymodels' workflows. The method is described in Tan et\nal. (2023) .", "License": "MIT + file LICENSE", "URL": "https://github.com/bonijoao/figsr", "BugReports": "https://github.com/bonijoao/figsr/issues", "VignetteBuilder": "knitr, rmarkdown", "Config/testthat/edition": "3", "Encoding": "UTF-8", "Language": "en-US", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://bonijoao.r-universe.dev", "Date/Publication": "2026-09-23 16:00:42 UTC", "RemoteUrl": "https://github.com/bonijoao/figsr", "RemoteRef": "HEAD", "RemoteSha": "75fb2518370211769a5a1e772187638f7bec8f6c", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-23 17:35:35 UTC", "User": "root" }, "Author": "João Paulo Assis Bonifácio [aut, cre, cph] (ORCID:\n),\nGeraldo Magela da Cruz Pereira [aut, cph] (ORCID:\n),\nPedro Mambelli Fernandes [aut, cph] (ORCID:\n),\nJoão Vitor Andrade Alves de Souza [aut, cph] (ORCID:\n)", "Maintainer": "João Paulo Assis Bonifácio ", "_user": "bonijoao", "_type": 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