{ "_id": "6a1f2df9b401979e734268fa", "Encoding": "UTF-8", "Package": "plsVarSel", "Type": "Package", "Title": "Variable Selection in Partial Least Squares", "Version": "0.10.0", "Date": "2026-02-12", "Authors@R": "c(person(given = \"Kristian Hovde\",\nfamily = \"Liland\",\nrole = c(\"aut\", \"cre\"),\nemail = \"kristian.liland@nmbu.no\",\ncomment = c(ORCID = \"0000-0001-6468-9423\")),\nperson(given = \"Tahir\",\nfamily = \"Mehmood\",\nrole = c(\"ctb\")),\nperson(given = \"Solve\",\nfamily = \"Sæbø\",\nrole = c(\"ctb\")))", "Description": "Interfaces and methods for variable selection in Partial\nLeast Squares. The methods include filter methods, wrapper\nmethods and embedded methods. Both regression and\nclassification is supported.", "License": "GPL (>=2)", "URL": "https://github.com/khliland/plsVarSel/", "BugReports": "https://github.com/khliland/plsVarSel/issues/", "RoxygenNote": "7.3.3", "Repository": "https://khliland.r-universe.dev", "Date/Publication": "2026-02-11 20:59:51 UTC", "RemoteUrl": "https://github.com/khliland/plsvarsel", "RemoteRef": "HEAD", "RemoteSha": "9b24f6c8713274c217351f1984407c867f5f5795", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-15 09:35:25 UTC", "User": "root" }, "Author": "Kristian Hovde Liland [aut, cre] (ORCID:\n),\nTahir Mehmood [ctb],\nSolve Sæbø [ctb]", "Maintainer": "Kristian Hovde Liland ", "MD5sum": "ad48e05a723f939b29b4ca1ef51cfd6b", "_user": "khliland", "_type": "src", "_file": "plsVarSel_0.10.0.tar.gz", "_fileid": "2e3cc19cfb260b2bc2b142998b31e5a777a7eb4b367e824550e34ee3a3629ac9", "_filesize": 235691, "_sha256": "2e3cc19cfb260b2bc2b142998b31e5a777a7eb4b367e824550e34ee3a3629ac9", "_created": "2026-05-15T09:35:25.000Z", "_published": "2026-06-02T19:24:41.167Z", "_distro": "noble", "_jobs": [ { "job": 79153912613, "time": 117, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7014214790" }, { "job": 79153912695, "time": 119, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7014215513" }, { "job": 79153912790, "time": 130, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7014218196" }, { "job": 79153912709, "time": 103, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7014210571" }, { "job": 79153912084, "time": 198, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7014178459" }, { "job": 79153912147, "time": 98, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7367674459" }, { "job": 79153912692, "time": 90, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7014207973" }, { "job": 79153912926, "time": 79, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7014203342" }, { "job": 79153913066, "time": 103, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7014210703" } ], "_buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/khliland/plsvarsel", "_commit": { "id": "9b24f6c8713274c217351f1984407c867f5f5795", "author": "Kristian Hovde Liland ", "committer": "Kristian Hovde Liland ", "message": "Credited @tien-endotchang for reporting two errors\n", "time": 1770843591 }, "_maintainer": { "name": "Kristian Hovde Liland", "email": "kristian.liland@nmbu.no", "login": "khliland", "uuid": 9257806, "orcid": "0000-0001-6468-9423" }, "_registered": true, "_dependencies": [ { "package": "pls", "role": "Depends" }, { "package": "grDevices", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "genalg", "role": "Imports" }, { "package": "mvtnorm", "role": "Imports" }, { "package": "bdsmatrix", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "progress", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "praznik", "role": "Imports" }, { "package": "Rmpi", "role": "Suggests" } ], "_owner": "khliland", "_selfowned": true, "_usedby": 5, "_updates": [ { "week": "2026-07", "n": 2 } ], "_tags": [], "_stars": 5, "_contributors": [ { "user": "khliland", "count": 20, "uuid": 9257806 } ], "_userbio": { "uuid": 9257806, "type": "user", "name": "Kristian Hovde Liland" }, "_downloads": { "count": 679, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/plsVarSel" }, "_mentions": 12, "_devurl": "https://github.com/khliland/plsvarsel", "_searchresults": 68, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/plsVarSel.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/khliland/plsvarsel", "_realowner": "khliland", "_cranurl": true, "_releases": [ { "version": "0.7", "date": "2016-03-30" }, { "version": "0.8", "date": "2016-06-15" }, { "version": "0.9", "date": "2016-07-27" }, { "version": "0.9.1", "date": "2016-10-12" }, { "version": "0.9.2", "date": "2017-11-09" }, { "version": "0.9.3", "date": "2017-11-22" }, { "version": "0.9.4", "date": "2017-12-15" }, { "version": "0.9.5", "date": "2020-02-04" }, { "version": "0.9.6", "date": "2020-04-03" }, { "version": "0.9.7", "date": "2022-01-04" }, { "version": "0.9.8", "date": "2022-07-16" }, { "version": "0.9.9", "date": "2022-10-29" }, { "version": "0.9.10", "date": "2023-01-14" }, { "version": "0.9.11", "date": "2024-04-22" }, { "version": "0.9.12", "date": "2024-05-22" }, { "version": "0.9.13", "date": "2025-04-09" }, { "version": "0.10.0", "date": "2026-02-16" } ], "_exports": [ "bve_pls", "covSel", "filterPLSR", "FRC", "ga_pls", "ipw_pls", "ipw_pls_legacy", "lda_from_pls", "lda_from_pls_cv", "LW", "mcuve_pls", "mRMR", "mvrV", "myImagePlot", "PVR", "PVS", "RC", "rep_pls", "setDA", "shaving", "simulate_classes", "simulate_data", "sMC", "spa_pls", "SR", "stpls", "T2_pls", "truncation", "URC", "VIP", "WVC_pls" ], "_help": [ { "page": "bve_pls", "title": "Backward variable elimination PLS (BVE-PLS)", "topics": [ "bve_pls" ] }, { "page": "covSel", "title": "Covariance Selection - CovSel", "topics": [ "covSel" ] }, { "page": "filterPLSR", "title": "Optimisation of filters for Partial Least Squares", "topics": [ "filterPLSR" ] }, { "page": "ga_pls", "title": "Genetic algorithm combined with PLS regression (GA-PLS)", "topics": [ "ga_pls" ] }, { "page": "ipw_pls", "title": "Iterative predictor weighting PLS (IPW-PLS)", "topics": [ "ipw_pls", "ipw_pls_legacy" ] }, { "page": "lda_from_pls", "title": "LDA/QDA classification from PLS model", "topics": [ "lda_from_pls" ] }, { "page": "lda_from_pls_cv", "title": "Cross-validated LDA/QDA classification from PLS model", "topics": [ "lda_from_pls_cv" ] }, { "page": "mcuve_pls", "title": "Uninformative variable elimination in PLS (UVE-PLS)", "topics": [ "mcuve_pls" ] }, { "page": "mvrV", "title": "Multivariate regression function", "topics": [ "mvrV" ] }, { "page": "myImagePlot", "title": "Matrix plotting", "topics": [ "myImagePlot" ] }, { "page": "plsVarSel", "title": "Variable selection in Partial Least Squares", "topics": [ "plsVarSel" ] }, { "page": "PVR", "title": "Principal Variable Regression (PVR)", "topics": [ "PVR" ] }, { "page": "PVS", "title": "Principal Variable Selection (PVS)", "topics": [ "PVS" ] }, { "page": "rep_pls", "title": "Regularized elimination procedure in PLS", "topics": [ "rep_pls" ] }, { "page": "setDA", "title": "Set chosen Discriminant Analysis", "topics": [ "setDA" ] }, { "page": "shaving", "title": "Repeated shaving of variables", "topics": [ "plot.shaved", "print.shaved", "shaving" ] }, { "page": "simulate_classes", "title": "Simulate classes", "topics": [ "simulate_classes", "simulate_data" ] }, { "page": "spa_pls", "title": "Sub-window permutation analysis coupled with PLS (SwPA-PLS)", "topics": [ "spa_pls" ] }, { "page": "stpls", "title": "Soft-Threshold PLS (ST-PLS)", "topics": [ "stpls" ] }, { "page": "summary.mvrV", "title": "Summary method for stpls and trunc", "topics": [ "summary.mvrV" ] }, { "page": "T2_pls", "title": "Hotelling's T^2 based variable selection in PLS - T^2-PLS)", "topics": [ "T2_pls" ] }, { "page": "truncation", "title": "Trunction PLS", "topics": [ "truncation" ] }, { "page": "VIP", "title": "Filter methods for variable selection with Partial Least Squares.", "topics": [ "FRC", "LW", "mRMR", "RC", "sMC", "SR", "URC", "VIP" ] }, { "page": "WVC_pls", "title": "Weighted Variable Contribution in PLS (WVC-PLS)", "topics": [ "WVC_pls" ] } ], "_readme": "https://github.com/khliland/plsvarsel/raw/HEAD/README.md", "_rundeps": [ "bdsmatrix", "cli", "crayon", "genalg", "glue", "hms", "lifecycle", "MASS", "mvtnorm", "pkgconfig", "pls", "praznik", "prettyunits", "progress", "R6", "rlang", "vctrs" ], "_score": 6.4065401804339555, "_indexed": true, "_nocasepkg": "plsvarsel", "_universes": [ "khliland" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.10.0", "date": "2026-05-15T09:37:19.000Z", "distro": "noble", "commit": "9b24f6c8713274c217351f1984407c867f5f5795", "fileid": "2c9f549edb1dce3e1ad29f8b9de50bd04254f660bbaa78b1d2d87a85ed88a8be", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913" }, { "r": "4.6.0", "os": "linux", "version": "0.10.0", "date": "2026-05-15T09:37:23.000Z", "distro": "noble", "commit": "9b24f6c8713274c217351f1984407c867f5f5795", "fileid": "b9fa0fafa182402537668cea620dc47a5e20acd13160940e03f740a4782746e6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913" }, { "r": "4.5.3", "os": "mac", "version": "0.10.0", "date": "2026-05-15T09:37:35.000Z", "commit": "9b24f6c8713274c217351f1984407c867f5f5795", "fileid": "0fa0d9f6b570b8c6344ec260b08c0d4b9323c7d5b5964d50bce6747bbb2cf0c3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913" }, { "r": "4.6.0", "os": "mac", "version": "0.10.0", "date": "2026-05-15T09:37:15.000Z", "commit": "9b24f6c8713274c217351f1984407c867f5f5795", "fileid": "de5862e02b2e632fc72bb7e646285bc31b3d2997aa5f36f5f894a14761ddfbe0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913" }, { "r": "4.7.0", "os": "win", "version": "0.10.0", "date": "2026-05-15T09:36:48.000Z", "commit": "9b24f6c8713274c217351f1984407c867f5f5795", "fileid": "e69c53da38d52d8e0e4fdc75ff16659630b088b4b3745b37b53fc07883aa503e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913" }, { "r": "4.5.3", "os": "win", "version": "0.10.0", "date": "2026-05-15T09:36:35.000Z", "commit": "9b24f6c8713274c217351f1984407c867f5f5795", "fileid": "0329c319eeb30939dfa168f382edf2538ae3d0e81631ec3001d988724788b86d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913" }, { "r": "4.6.0", "os": "win", "version": "0.10.0", "date": "2026-05-15T09:36:52.000Z", "commit": "9b24f6c8713274c217351f1984407c867f5f5795", "fileid": "226d48984aa36ac5332dc4c17f10f294ceb50d5a06606d3a3bf6b80123eb5fa6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913" }, { "r": "4.6.0", "os": "wasm", "version": "0.10.0", "date": "2026-06-02T19:24:25.000Z", "commit": "9b24f6c8713274c217351f1984407c867f5f5795", "fileid": "1e3d4f2787f9e10460b3b21b913ca58d89a2fe883eb8f0aa364c9ee4b276c74d", "status": "success", "buildurl": "https://github.com/r-universe/khliland/actions/runs/25910756913" } ] }