{ "_id": "6ad9b974021a938ed758e689", "Package": "DirichletRF", "Type": "Package", "Title": "Dirichlet Random Forest", "Version": "0.1.0", "Authors@R": "c(\nperson(\"Khaled\", \"Masoumifard\", , \"masoumifardk@yahoo.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-1921-2145\")),\nperson(\"Stephan\", \"van der Westhuizen\", , \"stephanvdw@sun.ac.za\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-9469-8427\")),\nperson(\"Sugnet\", \"Lubbe\", , \"slubbe@sun.ac.za\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-2762-9944\")))", "Description": "Implementation of the Dirichlet Random Forest algorithm\nfor compositional response data. Supports maximum likelihood\nestimation ('MLE') and method-of-moments ('MOM') parameter\nestimation for the Dirichlet distribution. Provides two\nprediction strategies; averaging-based predictions (average of\nresponses within terminal nodes) and parameter-based\npredictions (expected value derived from the estimated\nDirichlet parameters within terminal nodes). For more details\nsee Masoumifard, van der Westhuizen, and Gardner-Lubbe (2026,\nISBN:9781032903910).", "License": "GPL-3", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "Repository": "https://xaleed.r-universe.dev", "Date/Publication": "2026-06-04 09:25:11 UTC", "RemoteUrl": "https://github.com/xaleed/dirichletrf", "RemoteRef": "HEAD", "RemoteSha": "812ce362fb262616c72f85da34ab07d491a371ff", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-22 07:13:32 UTC", "User": "root" }, "Author": "Khaled Masoumifard [aut, cre] (ORCID:\n),\nStephan van der Westhuizen [aut] (ORCID:\n),\nSugnet Lubbe [aut] (ORCID: )", "Maintainer": "Khaled Masoumifard ", "_user": "xaleed", "_type": "src", "_file": "DirichletRF_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/5e90ecc035966e1214953faf625ac96a8a3ef2fe4e26afc43f4fd21fcb1f56e9", "_filesize": 151817, "_sha256": "5e90ecc035966e1214953faf625ac96a8a3ef2fe4e26afc43f4fd21fcb1f56e9", "_expires": "2027-01-30T07:21:22.000Z", "_created": "2026-10-22T07:13:32.000Z", "_published": "2026-10-22T07:21:24.522Z", "_upstream": "https://github.com/xaleed/dirichletrf", "_status": "success", "_maintainer": { "name": "Khaled Masoumifard", "email": "masoumifardk@yahoo.com", "login": "xaleed", "description": "", "uuid": 52345024, "orcid": "0000-0003-1921-2145" }, "_jobs": [ { "job": 119691733336, "time": 108, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "12407803925" }, { "job": 119691733357, "time": 97, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "12408890615" }, { "job": 119691733463, "time": 80, "config": "linux-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "12408736011" }, { "job": 119691733261, "time": 164, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "12408064234" }, { "job": 119691733256, "time": 174, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "12408666880" }, { "job": 119691733358, "time": 406, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "12408851397" }, { "job": 119691733448, "time": 190, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "12407674288" }, { "job": 119691733240, "time": 293, "config": "macos-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "12408278348" }, { "job": 119690351012, "time": 225, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12408088141" }, { "job": 119691733343, "time": 79, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12409095049" }, { "job": 119691733348, "time": 351, "config": "windows-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "12408712360" }, { "job": 119691733249, "time": 131, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "12408083670" }, { "job": 119691733354, "time": 93, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "12408666724" }, { "job": 119691733281, "time": 310, "config": "windows-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "12408542485" }, { "job": 119691733279, "time": 95, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "12408282777" } ], "_buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200", "_commit": { "id": "812ce362fb262616c72f85da34ab07d491a371ff", "author": "Khaled Masoumifard ", "committer": "Khaled Masoumifard ", "message": "update README file.\n", "time": 1780565111 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.0", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "xaleed", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-43", "n": 10 }, { "week": "2025-44", "n": 10 }, { "week": "2025-45", "n": 7 }, { "week": "2025-47", "n": 1 }, { "week": "2026-01", "n": 2 }, { "week": "2026-02", "n": 1 }, { "week": "2026-10", "n": 3 }, { "week": "2026-11", "n": 2 }, { "week": "2026-13", "n": 2 }, { "week": "2026-21", "n": 3 }, { "week": "2026-23", "n": 9 } ], "_tags": [ { "name": "v0.1.0", "date": "2025-10-23" } ], "_stars": 0, "_contributors": [ { "user": "xaleed", "count": 62, "uuid": 52345024 } ], "_userbio": { "uuid": 52345024, "type": "user", "name": "Khaled Masoumifard", "followers": 6 }, "_downloads": { "count": 226, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/DirichletRF" }, "_devurl": "https://github.com/xaleed/dirichletrf", "_searchresults": 0, "_topics": [ "cpp", "openmp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/DirichletRF.html", "extra/manual.pdf", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/xaleed/dirichletrf", "_realowner": "xaleed", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2026-03-23" }, { "version": "0.2.0", "date": "2026-07-23" } ], "_exports": [ "DirichletRF", "importance", "permutation_importance", "predict_weights", "sample_conditional" ], "_help": [ { "page": "DirichletRF-package", "title": "DirichletRF: Dirichlet Random Forest for Compositional Data", "topics": [ "DirichletRF-package" ] }, { "page": "DirichletRF", "title": "Build a Dirichlet Random Forest for Compositional Responses", "topics": [ "DirichletRF" ] }, { "page": "importance.DirichletRF", "title": "Feature Importance for a Dirichlet Forest", "topics": [ "importance", "importance.DirichletRF" ] }, { "page": "permutation_importance", "title": "Permutation Feature Importance for a Dirichlet Forest", "topics": [ "permutation_importance" ] }, { "page": "predict_weights", "title": "Proximity Weights for New Observations", "topics": [ "predict_weights" ] }, { "page": "predict.DirichletRF", "title": "Predict with a Dirichlet Forest", "topics": [ "predict", "predict.DirichletRF" ] }, { "page": "print.DirichletRF", "title": "Custom Print Method for DirichletRF Objects", "topics": [ "print", "print.DirichletRF" ] }, { "page": "sample_conditional", "title": "Draw Conditional Samples from a Dirichlet Forest", "topics": [ "sample_conditional" ] } ], "_readme": "https://github.com/xaleed/dirichletrf/raw/HEAD/README.md", "_rundeps": [ "Rcpp" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 3.7403626894942437, "_indexed": true, "_nocasepkg": "dirichletrf", "_universes": [ "xaleed" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-22T07:15:46.000Z", "distro": "resolute", "arch": "aarch64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/11fbaca54bd5b202572f51a778e3855666f850960f0b92afe4b573806270f17e", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-22T07:15:35.000Z", "distro": "resolute", "arch": "x86_64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/396aa2cea66a6e7843f6a70f569181099b6a2e76a8aa9ddcb0d7abf03bb8324a", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-22T07:15:22.000Z", "distro": "resolute", "arch": "aarch64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/75e498f6c8de3620d07fc60082597336a5fa4783fac78d6d41d40f38eacbbcea", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-22T07:16:40.000Z", "distro": "resolute", "arch": "x86_64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/4948c1b915d8923bbca7354f4092561e6eae1108250514d6d35a34ee9d5a455b", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-10-22T07:16:17.000Z", "arch": "aarch64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/a7e72bc259bdc4d87db1a93594f9320e4691f0f43052588b6fbd7424d1947651", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-10-22T07:19:24.000Z", "arch": "x86_64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/099b6c714be3a4fa534aa0190ea8536c0f737420d5a106c71ce0dfb276f0bed2", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-10-22T07:16:19.000Z", "arch": "aarch64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/9cc04e9d95d1da6135c2fe5546214b54f3fc3499b6753d02b4200765b58a7aba", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-10-22T07:17:43.000Z", "arch": "x86_64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/56da16237e53dc59c65786c590140f30ff47b88a465b1cf7dc65406c0d244d1f", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-22T07:15:28.000Z", "arch": "emscripten", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/003c1ab670acc901ef2e60ac6bb36b872d19a24cac6dc051a54710e7cbdaafa6", "status": "success", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-22T07:19:11.000Z", "arch": "aarch64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/f7ed7ecb1e3da51aee73c6f8028f596d8e88a11999178dbf9d80492d95246244", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-22T07:15:03.000Z", "arch": "x86_64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/a9df42d6f1a9da0cf1c38cff81ff398e3e6f4c8f747210f8a6feadc41e93785e", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-10-22T07:15:03.000Z", "arch": "x86_64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/3bbd6cb146f340de96848e9ffbeb2a25ef4fe48fec05d39129a97df3bbbfc70e", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-22T07:18:24.000Z", "arch": "aarch64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/f6321cf08c87bcf3ac511a3a13dcb93d54df0051d25f38f95fd489a3ddac9edc", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-22T07:15:02.000Z", "arch": "x86_64", "commit": "812ce362fb262616c72f85da34ab07d491a371ff", "fileid": "https://r2.ropensci.org/2641f8efecf663118219cb6744e65ac037676ebad88966927e9ac36094f5de70", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/xaleed/actions/runs/39738634200" } ] }