{ "_id": "6a1eb457b25058d4daadd34b", "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": "2026-06-02 10:35:46 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", "MD5sum": "acb2213757add6e29a25f677bda35522", "_user": "ballings", "_type": "src", "_file": "interpretR_0.2.5.tar.gz", "_fileid": "665d84bfbc43729f1b0f9b9d7382b1ff7bfef7103ff57d18991fd2b779633271", "_filesize": 99763, "_sha256": "665d84bfbc43729f1b0f9b9d7382b1ff7bfef7103ff57d18991fd2b779633271", "_created": "2026-06-02T10:35:46.000Z", "_published": "2026-06-02T10:45:43.384Z", "_distro": "noble", "_jobs": [ { "job": 79051911170, "time": 98, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7355403326" }, { "job": 79051911270, "time": 100, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7355404324" }, { "job": 79051911160, "time": 122, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7355548164" }, { "job": 79051911171, "time": 126, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7355552412" }, { "job": 79051568481, "time": 124, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7355367811" }, { "job": 79051911207, "time": 92, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7355401257" }, { "job": 79051911179, "time": 66, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7355392257" }, { "job": 79051911236, "time": 133, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7355416311" }, { "job": 79051911189, "time": 53, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7355388022" } ], "_buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985", "_status": "success", "_host": "GitHub-Actions", "_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 }, "_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", "description": "Associate Professor" }, "_downloads": { "count": 151, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/interpretR" }, "_mentions": 1, "_searchresults": 3, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/interpretR.html", "extra/NEWS.html", "extra/NEWS.txt", "manual.pdf" ], "_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": "2026-06-02T10:37:33.000Z", "distro": "noble", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "126f49d02dfcea5ddc2dfc65284cb64ea4ff1c1097d812e9ce540db50403c8e3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985" }, { "r": "4.6.0", "os": "linux", "version": "0.2.5", "date": "2026-06-02T10:37:34.000Z", "distro": "noble", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "93fbb904296abd2bc4d7e11909f98331159000be4764c45fa11fb6e9f92f7d6f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985" }, { "r": "4.5.3", "os": "mac", "version": "0.2.5", "date": "2026-06-02T10:44:40.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "47318c90852ad5aa36204c426e27e81737deed6b508209a96187e9504b59818b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985" }, { "r": "4.6.0", "os": "mac", "version": "0.2.5", "date": "2026-06-02T10:44:51.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "32407e57e6edbf8da356470354d64b3b6769ba3ba2abe6667b6f7a7b6d432f11", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.5", "date": "2026-06-02T10:37:35.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "c6516f76ab9ec7d56741068027694ed07feaee0b68f8b2bc3829a4e377cd1e25", "status": "success", "buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985" }, { "r": "4.7.0", "os": "win", "version": "0.2.5", "date": "2026-06-02T10:36:56.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "8c9356cefb0f7f92cfef837473ba881f6b74b07320f59785ceba3e6b28363812", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985" }, { "r": "4.5.3", "os": "win", "version": "0.2.5", "date": "2026-06-02T10:37:59.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "000ba7d83df3e9657293daac84c9b0ebd45ce0859d48f0442b299713952976f1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985" }, { "r": "4.6.0", "os": "win", "version": "0.2.5", "date": "2026-06-02T10:36:45.000Z", "commit": "77b723f34d864c341a3d0c4f73fe4c5a14e9c2a6", "fileid": "a0322637fe44c05e88995af2d96d15d5c2a1f76435be954dd81777c184a77936", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/26814149985" } ] }