{ "_id": "6a499cfa3431763c1044fd88", "Package": "forestControl", "Type": "Package", "Title": "Approximate False Positive Rate Control in Selection Frequency\nfor Random Forest", "Version": "0.2.3", "Date": "2025-08-20", "Authors@R": "c(\nperson(\"Tom\", \"Wilson\", , \"tpw2@aber.ac.uk\", c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0003-3112-4682\")),\nperson(\"Jasen\", \"Finch\", , \"jsf9@aber.ac.uk\", \"aut\"))", "Description": "Approximate false positive rate control in selection\nfrequency for random forest using the methods described by\nEnder Konukoglu and Melanie Ganz (2014) .\nMethods for calculating the selection frequency threshold at\nfalse positive rates and selection frequency false positive\nrate feature selection.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "URL": "https://github.com/aberHRML/forestControl", "BugReports": "https://github.com/aberHRML/forestControl/issues", "RoxygenNote": "7.3.2", "Roxygen": "list(markdown = TRUE)", "VignetteBuilder": "knitr", "Repository": "https://wilsontom.r-universe.dev", "Date/Publication": "2026-05-20 07:33:02 UTC", "RemoteUrl": "https://github.com/wilsontom/forestControl", "RemoteRef": "HEAD", "RemoteSha": "573da77da9874403653b0c2fd469376cf2949ecd", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-07-04 23:50:00 UTC", "User": "root" }, "Author": "Tom Wilson [aut, cre] (ORCID: ),\nJasen Finch [aut]", "Maintainer": "Tom Wilson ", "_user": "wilsontom", "_type": "src", "_file": "forestControl_0.2.3.tar.gz", "_fileid": "https://r2.ropensci.org/b1bcbc81a38d76d0ee5399fd7e680f4a43bc8cc5a54637e16f9d64607ac68fc8", "_filesize": 100053, "_sha256": "b1bcbc81a38d76d0ee5399fd7e680f4a43bc8cc5a54637e16f9d64607ac68fc8", "_expires": "2026-10-12T23:53:28.000Z", "_created": "2026-07-04T23:50:00.000Z", "_published": "2026-07-04T23:53:30.058Z", "_jobs": [ { "job": 85176872443, "time": 162, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "8086522404" }, { "job": 85176872451, "time": 165, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "8086522310" }, { "job": 85176872454, "time": 165, "config": "linux-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "8086522649" }, { "job": 85176872458, "time": 160, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "8086521965" }, { "job": 85176872460, "time": 88, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "8086514680" }, { "job": 85176872444, "time": 169, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "8086522622" }, { "job": 85176872457, "time": 106, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "8086516485" }, { "job": 85176872466, "time": 167, "config": "macos-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "8086522631" }, { "job": 85176702372, "time": 184, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8086505387" }, { "job": 85176872449, "time": 147, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8086520739" }, { "job": 85176872440, "time": 114, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "8086517511" }, { "job": 85176872461, "time": 117, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "8086517742" }, { "job": 85176872441, "time": 117, "config": "windows-release", "r": "4.6.1", "check": "NOTE", "artifact": "8086517572" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123", "_status": "success", "_upstream": "https://github.com/wilsontom/forestControl", "_commit": { "id": "573da77da9874403653b0c2fd469376cf2949ecd", "author": "Thomas Wilson [tpw2] (Staff) ", "committer": "Thomas Wilson [tpw2] (Staff) ", "message": "update\n", "time": 1779262382 }, "_maintainer": { "name": "Tom Wilson", "email": "tpw2@aber.ac.uk", "login": "wilsontom", "linkedin": "in/thomas-wilson-58ab98331", "orcid": "0000-0003-3112-4682", "description": "Researcher @ Department of Life Sciences, Aberystwyth University UK. \n\nHigh resolution mass spectrometry, metabolomics & bioinformatics", "uuid": 5216870 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "magrittr", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "randomForest", "role": "Suggests" }, { "package": "ranger", "role": "Suggests" }, { "package": "parsnip", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "wilsontom", "_selfowned": true, "_usedby": 2, "_updates": [ { "week": "2025-34", "n": 6 }, { "week": "2026-21", "n": 1 } ], "_tags": [ { "name": "v0.2.3", "date": "2025-08-20" } ], "_topics": [ "randomforest", "cpp" ], "_stars": 2, "_contributors": [ { "user": "wilsontom", "count": 179, "uuid": 5216870 }, { "user": "jasenfinch", "count": 21, "uuid": 3043780 } ], "_userbio": { "uuid": 5216870, "type": "user", "name": "Tom Wilson", "followers": 41, "description": "Researcher @ Department of Life Sciences, Aberystwyth University UK. \r\n\r\nHigh resolution mass spectrometry, metabolomics & bioinformatics" }, "_downloads": { "count": 272, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/forestControl" }, "_devurl": "https://github.com/aberhrml/forestcontrol", "_searchresults": 10, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/forestControl.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/aberhrml/forestcontrol", "_realowner": "aberhrml", "_cranurl": false, "_releases": [ { "version": "0.1.1", "date": "2018-02-19" }, { "version": "0.2.0", "date": "2018-07-20" }, { "version": "0.2.1", "date": "2019-11-18" }, { "version": "0.2.2", "date": "2022-02-09" } ], "_exports": [ "extract_params", "fpr_fs", "selection_freqs", "sft" ], "_help": [ { "page": "forestControl-package", "title": "False Positive Rate Control in Selection Frequency for Random Forest", "topics": [ "-package", "forestControl-package" ] }, { "page": "extract_params", "title": "Extract forest parameters", "topics": [ "extract_params" ] }, { "page": "fpr_fs", "title": "False Postivie Rate Feature Selection", "topics": [ "fpr_fs" ] }, { "page": "selection_freqs", "title": "Variable Selection Frequencies", "topics": [ "selection_freqs" ] }, { "page": "sft", "title": "Selection Frequency Threshold", "topics": [ "sft" ] } ], "_readme": "https://github.com/wilsontom/forestControl/raw/HEAD/README.md", "_rundeps": [ "cli", "dplyr", "generics", "glue", "lifecycle", "magrittr", "pillar", "pkgconfig", "purrr", "R6", "Rcpp", "rlang", "tibble", "tidyselect", "utf8", "vctrs", "withr" ], "_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" } ], "_vignettes": [ { "source": "Getting_started.Rmd", "filename": "Getting_started.html", "title": "Getting Started", "engine": "knitr::rmarkdown", "headings": [], "created": "2021-09-22 09:57:05", "modified": "2026-05-20 07:33:02", "commits": 2 } ], "_score": 4.079181246047625, "_indexed": false, "_nocasepkg": "forestcontrol", "_universes": [ "wilsontom" ], "_indexurl": "https://aberhrml.r-universe.dev/forestControl", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.3", "date": "2026-07-04T23:52:50.000Z", "distro": "resolute", "arch": "aarch64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/81803d50ac68488e7fb75a9fbb061e320d1178c0c2eb0238679afd98523c8bbb", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.7.0", "os": "linux", "version": "0.2.3", "date": "2026-07-04T23:52:41.000Z", "distro": "resolute", "arch": "x86_64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/ad13c681ba996b8f28798e558da2f0f9a17c119281d899826dd1c3fc58f1e284", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.6.1", "os": "linux", "version": "0.2.3", "date": "2026-07-04T23:52:52.000Z", "distro": "resolute", "arch": "aarch64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/5aab9f6bc8f34afc21debab9469d5f968000a0350b00a56f344841b81c6f8138", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.6.1", "os": "linux", "version": "0.2.3", "date": "2026-07-04T23:52:38.000Z", "distro": "resolute", "arch": "x86_64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/138fe6ca147550c82268b1081646574f2a97a26e353d1f388b9310c900b9b998", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.5.3", "os": "mac", "version": "0.2.3", "date": "2026-07-04T23:51:33.000Z", "arch": "aarch64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/5e200d4a0109db544a42737eedf6160b481c49c062e3b2e4c029164559ed86b7", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.5.3", "os": "mac", "version": "0.2.3", "date": "2026-07-04T23:52:31.000Z", "arch": "x86_64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/633aabf148fdc2c12edb79a3d37b01b95fea4669fad061a02ac818515f62e2c6", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.6.1", "os": "mac", "version": "0.2.3", "date": "2026-07-04T23:51:43.000Z", "arch": "aarch64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/ebe2ff7fc86216712284835f7c5e5a786cf52a26cd428c96597e0399f3f688ef", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.6.1", "os": "mac", "version": "0.2.3", "date": "2026-07-04T23:52:30.000Z", "arch": "x86_64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/0214afc8c675c534442b3dbc7bb8bdf04e7911fc1c77f02d6d16e17a5799382c", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.3", "date": "2026-07-04T23:52:47.000Z", "arch": "emscripten", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/2cce884096a8aa5dc2620854881e69f3f3500f5266030e624d2dea90b9b40c45", "status": "success", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.7.0", "os": "win", "version": "0.2.3", "date": "2026-07-04T23:51:30.000Z", "arch": "x86_64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/2d8284467e359ff789e6ebee3a3430c9ad33b6ebddd70c857c47848707de3843", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.5.3", "os": "win", "version": "0.2.3", "date": "2026-07-04T23:51:25.000Z", "arch": "x86_64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/feced32c1cf66b19a833c923f64f194487c9ac17544bed04b0f67c6a6f859fd2", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" }, { "r": "4.6.1", "os": "win", "version": "0.2.3", "date": "2026-07-04T23:51:28.000Z", "arch": "x86_64", "commit": "573da77da9874403653b0c2fd469376cf2949ecd", "fileid": "https://r2.ropensci.org/af0e0a30eab148cda175f6ab9b9e3130c8326a5f8497a35c0d807e76d7e89a6f", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/wilsontom/actions/runs/28723474123" } ] }