{ "_id": "6a555dcdff0138dec5d67e7e", "Package": "randomPlantedForest", "Title": "Random Planted Forest: A Directly Interpretable Tree Ensemble", "Version": "0.3.0", "Authors@R": "c(\nperson(c(\"Joseph\", \"Theo\"), \"Meyer\", role = \"aut\"),\nperson(\"Munir\", \"Hiabu\", role = \"aut\"),\nperson(\"Maike\", \"Spankus\", role = \"aut\"),\nperson(c(\"Marvin\", \"N.\"), \"Wright\", , \"cran@wrig.de\", role = \"aut\"),\nperson(\"Lukas\", \"Burk\", , \"burk@leibniz-bips.de\", role = c(\"cre\", \"aut\"),\ncomment = c(ORCID = \"0000-0001-7528-3795\"))\n)", "Description": "An implementation of the Random Planted Forest algorithm\nfor directly interpretable tree ensembles based on a functional\nANOVA decomposition.", "License": "Apache License (>= 2)", "URL": "https://github.com/PlantedML/randomPlantedForest,\nhttp://plantedml.com/randomPlantedForest/", "BugReports": "https://github.com/PlantedML/randomPlantedForest/issues", "VignetteBuilder": "knitr", "Config/Needs/coverage": "covr", "Config/Needs/website": "patchwork, ggplot2", "Config/roxygen2/version": "8.0.0", "Config/testthat/edition": "3", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "Repository": "https://plantedml.r-universe.dev", "Date/Publication": "2026-07-13 21:37:59 UTC", "RemoteUrl": "https://github.com/PlantedML/randomPlantedForest", "RemoteRef": "HEAD", "RemoteSha": "78a6393ee949f7dca58af7ddb7391d27d932411c", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-07-13 21:43:44 UTC", "User": "root" }, "Author": "Joseph Theo Meyer [aut],\nMunir Hiabu [aut],\nMaike Spankus [aut],\nMarvin N. Wright [aut],\nLukas Burk [cre, aut] (ORCID: )", "Maintainer": "Lukas Burk ", "_user": "plantedml", "_type": "src", "_file": "randomPlantedForest_0.3.0.tar.gz", "_fileid": "https://r2.ropensci.org/07fabbec84ea2fc755c0ae2c7349d902d7145af1341cf1b0d43ceda8c7dc0aa3", "_filesize": 258512, "_sha256": "07fabbec84ea2fc755c0ae2c7349d902d7145af1341cf1b0d43ceda8c7dc0aa3", "_expires": "2026-10-21T21:51:07.000Z", "_created": "2026-07-13T21:43:44.000Z", "_published": "2026-07-13T21:51:09.305Z", "_jobs": [ { "job": 86943343767, "time": 216, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "8293803589" }, { "job": 86943343723, "time": 194, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8293793437" }, { "job": 86943343715, "time": 228, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8293807787" }, { "job": 86943343720, "time": 249, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8293816657" }, { "job": 86943343724, "time": 168, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8293783247" }, { "job": 86943343739, "time": 354, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "8293853387" }, { "job": 86943343741, "time": 117, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8293762604" }, { "job": 86943343826, "time": 281, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8293826912" }, { "job": 86942472038, "time": 267, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8293718604" }, { "job": 86943343679, "time": 173, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8293784827" }, { "job": 86943343732, "time": 224, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8293804867" }, { "job": 86943343716, "time": 217, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8293806402" }, { "job": 86943343764, "time": 275, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8293824740" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203", "_status": "success", "_upstream": "https://github.com/PlantedML/randomPlantedForest", "_commit": { "id": "78a6393ee949f7dca58af7ddb7391d27d932411c", "author": "Lukas Burk ", "committer": "Lukas Burk ", "message": "add codecov token\n", "time": 1783978679 }, "_maintainer": { "name": "Lukas Burk", "email": "burk@leibniz-bips.de", "login": "jemus42", "mastodon": "@jemsu@norden.social", "bluesky": "@jemu.name", "orcid": "0000-0001-7528-3795", "description": "M.Sc. Biostats / WIP PhD Stats/ML /\nGenerally, mostly #rstats", "uuid": 1613346 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "checkmate", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "hardhat", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "mvtnorm", "role": "Suggests" }, { "package": "recipes", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "plantedml", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-29", "n": 20 } ], "_tags": [], "_topics": [ "intelligibility", "interpretable-machine-learning", "interpretable-ml", "machine-learning", "ml", "random-forest", "cpp" ], "_stars": 5, "_contributors": [ { "user": "jemus42", "count": 229, "uuid": 1613346 }, { "user": "feedelamort", "count": 66, "uuid": 50150153 }, { "user": "mhiabu", "count": 55, "uuid": 46436255 }, { "user": "mnwright", "count": 37, "uuid": 9598192 }, { "user": "josephtmeyer", "count": 26, "uuid": 68441961 }, { "user": "jyliuu", "count": 3, "uuid": 19805080 } ], "_userbio": { "uuid": 74848139, "type": "organization", "name": "PlantedML", "followers": 1 }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/randomPlantedForest" }, "_devurl": "https://github.com/plantedml/randomplantedforest", "_pkgdown": "http://plantedml.com/randomPlantedForest/", "_searchresults": 60, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/randomPlantedForest.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_cranurl": false, "_exports": [ "is_purified", "predict_components", "preprocess_predictors_predict", "purify", "rpf" ], "_help": [ { "page": "predict_components", "title": "Extract predicted components from a Random Planted Forest", "topics": [ "predict_components" ] }, { "page": "predict.rpf", "title": "Random Planted Forest Predictions", "topics": [ "predict.rpf" ] }, { "page": "preprocess_predictors_predict", "title": "Preprocess predictors for prediction", "topics": [ "preprocess_predictors_predict" ] }, { "page": "print.rpf", "title": "Print an rpf fit", "topics": [ "print.rpf" ] }, { "page": "print.rpf_forest", "title": "Compact printing of forest structures", "topics": [ "print.rpf_forest", "str.rpf_forest" ] }, { "page": "purify", "title": "Purify a Random Planted Forest", "topics": [ "is_purified", "purify", "purify.default", "purify.rpf" ] }, { "page": "rpf", "title": "Random Planted Forest", "topics": [ "rpf", "rpf.data.frame", "rpf.formula", "rpf.matrix", "rpf.recipe" ] } ], "_readme": "https://github.com/PlantedML/randomPlantedForest/raw/HEAD/README.md", "_rundeps": [ "backports", "checkmate", "cli", "data.table", "glue", "hardhat", "lifecycle", "magrittr", "pillar", "pkgconfig", "Rcpp", "rlang", "sparsevctrs", "tibble", "utf8", "vctrs" ], "_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" } ], "_score": 3.8750612633917, "_indexed": true, "_nocasepkg": "randomplantedforest", "_universes": [ "plantedml", "jemus42" ], "_previous": "0.2.1.9000", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.0", "date": "2026-07-13T21:47:11.000Z", "distro": "resolute", "arch": "aarch64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/e6d54329ae698e3763f61a5e469bca46b0797229173be4381f127dbf9dbeff92", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.7.0", "os": "linux", "version": "0.3.0", "date": "2026-07-13T21:46:48.000Z", "distro": "resolute", "arch": "x86_64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/5c9710742a7c512e96b59c0f21101847440574f35e55cb7d3e9579e4293a3bc4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.6.1", "os": "linux", "version": "0.3.0", "date": "2026-07-13T21:47:22.000Z", "distro": "resolute", "arch": "aarch64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/b96920c78a9afa067d84c72bd5106a0ec16908831bffe33de5a26936a6cce50f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.6.1", "os": "linux", "version": "0.3.0", "date": "2026-07-13T21:47:52.000Z", "distro": "resolute", "arch": "x86_64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/8ccf2635e90790c6dff366fde13e96a5016987f0b33abb0d77ac61e69abfdb3c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.5.3", "os": "mac", "version": "0.3.0", "date": "2026-07-13T21:46:22.000Z", "arch": "aarch64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/a61c70341823e46d9f13545b339e050d937691c2be0868d8c7444c59479dde07", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.5.3", "os": "mac", "version": "0.3.0", "date": "2026-07-13T21:47:14.000Z", "arch": "x86_64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/ef19baf2f17707d9705801d9789dfa1921cbdd0f9414256949127c204217835e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.6.1", "os": "mac", "version": "0.3.0", "date": "2026-07-13T21:45:50.000Z", "arch": "aarch64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/6ef1f5cdb1387acf43d87df9026e3081ae79eb71a08a86ae094725ba6abf2718", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.6.1", "os": "mac", "version": "0.3.0", "date": "2026-07-13T21:47:01.000Z", "arch": "x86_64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/7c3393424818d06b38654b2a5352b28583e367eb01344dd976abaea7c8840c18", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.0", "date": "2026-07-13T21:46:51.000Z", "arch": "emscripten", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/02d7a65a2670fe02bb4a91490d2205bc85829844011dab857f210be4be67967e", "status": "success", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.7.0", "os": "win", "version": "0.3.0", "date": "2026-07-13T21:45:51.000Z", "arch": "x86_64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/fb577c3e218f8561af1054986ed8bdeb90e496cbf17251f7c518c84a12df74df", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.5.3", "os": "win", "version": "0.3.0", "date": "2026-07-13T21:46:04.000Z", "arch": "x86_64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/5d0dd7d7b8358be9fccb6216250656226f67f01f060328ececc1163665ec4b72", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" }, { "r": "4.6.1", "os": "win", "version": "0.3.0", "date": "2026-07-13T21:46:47.000Z", "arch": "x86_64", "commit": "78a6393ee949f7dca58af7ddb7391d27d932411c", "fileid": "https://r2.ropensci.org/badf25883df249466268bb0ac6c5d8942be8510eface5f27ea8a4719aee6e0f4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/plantedml/actions/runs/29287177203" } ] }