{ "_id": "6abcd28b99f7aa8c6aa4c562", "Package": "interpretR", "Type": "Package", "Title": "Binary Classifier and Regression Model Interpretation Functions", "Version": "0.2.5", "Date": "2023-08-19", "Author": "Michel Ballings and Dirk Van den Poel", "Maintainer": "Michel Ballings ", "Description": "Compute permutation- based performance measures and create\npartial dependence plots for (cross-validated) 'randomForest'\nand 'ada' models.", "License": "GPL (>= 2)", "RoxygenNote": "7.2.3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-30 08:34:57 UTC", "User": "root" }, "Repository": "https://ballings.r-universe.dev", "Date/Publication": "2023-08-19 23:30:48 UTC", "RemoteUrl": "https://github.com/cran/interpretR", "RemoteRef": "HEAD", "RemoteSha": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "_user": "ballings", "_type": "src", "_file": "interpretR_0.2.5.tar.gz", "_fileid": "https://r2.ropensci.org/c184dfad6d3740e911fca3c70887c7ffcf74485e5fd3532d5edbfbeff522786d", "_filesize": 101212, "_sha256": "c184dfad6d3740e911fca3c70887c7ffcf74485e5fd3532d5edbfbeff522786d", "_expires": "2027-01-08T09:12:41.000Z", "_created": "2026-09-30T08:34:57.000Z", "_published": "2026-09-30T09:12:43.133Z", "_jobs": [ { "job": 109806715628, "time": 112, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11085278505" }, { "job": 109806715779, "time": 151, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11086165500" }, { "job": 109806715581, "time": 170, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11087365513" }, { "job": 109806715570, "time": 161, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11086259011" }, { "job": 109805565431, "time": 199, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11085412779" }, { "job": 109806715645, "time": 94, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11086250052" }, { "job": 109806715768, "time": 59, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11085890638" }, { "job": 109806715744, "time": 62, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11086135223" }, { "job": 109806716023, "time": 52, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11086030343" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325", "_status": "success", "_upstream": "https://github.com/cran/interpretR", "_commit": { "id": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "author": "Michel Ballings ", "committer": "cran-robot ", "message": "version 0.2.5\n", "time": 1692487848 }, "_maintainer": { "name": "Michel Ballings", "email": "michel.ballings@gmail.com", "login": "ballings", "description": "Associate Professor", "uuid": 7026744 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "randomForest", "role": "Depends" }, { "package": "AUC", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "graphics", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "ballings", "count": 7, "uuid": 7026744 } ], "_userbio": { "uuid": 7026744, "type": "user", "name": "Michel Ballings", "followers": 13, "description": "Associate Professor" }, "_downloads": { "count": 306, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/interpretR" }, "_mentions": 1, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/interpretR.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt" ], "_realowner": "ballings", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2014-11-21" }, { "version": "0.2.0", "date": "2014-12-19" }, { "version": "0.2.1", "date": "2015-03-26" }, { "version": "0.2.2", "date": "2015-05-11" }, { "version": "0.2.3", "date": "2015-06-23" }, { "version": "0.2.4", "date": "2016-03-19" }, { "version": "0.2.5", "date": "2023-08-20" } ], "_exports": [ "interpretRNews", "parDepPlot", "variableImportance" ], "_help": [ { "page": "interpretR-package", "title": "Partial Dependence Plots and Permutation-Based Performance Measures", "topics": [ "interpretR-package", "interpretR" ] }, { "page": "interpretRNews", "title": "Display the NEWS file", "topics": [ "interpretRNews" ] }, { "page": "parDepPlot", "title": "Model interpretation functions: Partial Dependence Plots", "topics": [ "parDepPlot" ] }, { "page": "variableImportance", "title": "Permutation- based Variable Importance Measures", "topics": [ "variableImportance" ] } ], "_rundeps": [ "AUC", "randomForest" ], "_score": 1, "_indexed": true, "_nocasepkg": "interpretr", "_universes": [ "ballings" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.5", "date": "2026-09-30T08:36:57.000Z", "distro": "resolute", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "https://r2.ropensci.org/36da17ebb58b5d1326292d22e0181cbfd7d9f9fa384d36e33dc2a15a8c79cde0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325" }, { "r": "4.6.1", "os": "linux", "version": "0.2.5", "date": "2026-09-30T08:37:31.000Z", "distro": "resolute", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "https://r2.ropensci.org/9575d295cf6f5855068cda32761c74d7d8ce33a112d2e750155e42c1e6a1ad1f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325" }, { "r": "4.5.3", "os": "mac", "version": "0.2.5", "date": "2026-09-30T09:11:38.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "https://r2.ropensci.org/84f7a555ce12a0e5fbb94c0e04e7e6f302fba778ea258dfd2eb1507051588423", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325" }, { "r": "4.6.1", "os": "mac", "version": "0.2.5", "date": "2026-09-30T09:03:29.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "https://r2.ropensci.org/fba6eb9cbcf60171700453a7b511a7e70f9e6dd8ed47f19850b7574361322af4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.5", "date": "2026-09-30T08:36:47.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "https://r2.ropensci.org/7b1a8a22fd28b6b9360ca834d68ab9b146eb9eabd426bf6ca39801da7f629a8b", "status": "success", "buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325" }, { "r": "4.7.0", "os": "win", "version": "0.2.5", "date": "2026-09-30T08:35:57.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "https://r2.ropensci.org/c3b155112e1d4a264983549d3194d8db289327ddde861fe7ce818a6faec47674", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325" }, { "r": "4.5.3", "os": "win", "version": "0.2.5", "date": "2026-09-30T08:36:01.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "https://r2.ropensci.org/47aad4458b30f700bc47c5318bce93f2bda7d0f7187ff1645133e66cd2401b4b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325" }, { "r": "4.6.1", "os": "win", "version": "0.2.5", "date": "2026-09-30T08:35:51.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "https://r2.ropensci.org/dab58883b30e44126ffbe3c8a6d60151f64d65416dee48d87469de810c348ff4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/36690236325" } ] }