{ "_id": "6a229ba9cd65a98ecbd579d0", "Package": "AUC", "Type": "Package", "Title": "Threshold Independent Performance Measures for Probabilistic\nClassifiers", "Version": "0.3.2", "Date": "2022-04-04", "Author": "Michel Ballings and Dirk Van den Poel", "Maintainer": "Michel Ballings ", "Description": "Various functions to compute the area under the curve of\nselected measures: The area under the sensitivity curve\n(AUSEC), the area under the specificity curve (AUSPC), the area\nunder the accuracy curve (AUACC), and the area under the\nreceiver operating characteristic curve (AUROC). Support for\nvisualization and partial areas is included.", "License": "GPL (>= 2)", "ByteCompile": "true", "RoxygenNote": "7.1.2", "Encoding": "UTF-8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-05 09:47:05 UTC", "User": "root" }, "Repository": "https://ballings.r-universe.dev", "Date/Publication": "2022-04-04 14:40:17 UTC", "RemoteUrl": "https://github.com/cran/AUC", "RemoteRef": "HEAD", "RemoteSha": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "MD5sum": "8584b4eb77033ec586204455c92f8f52", "_user": "ballings", "_type": "src", "_file": "AUC_0.3.2.tar.gz", "_fileid": "2cbe4248542ac5d0523555f9a745ac81e0f0d98bc3c42924e4c851228d24016e", "_filesize": 119273, "_sha256": "2cbe4248542ac5d0523555f9a745ac81e0f0d98bc3c42924e4c851228d24016e", "_created": "2026-06-05T09:47:05.000Z", "_published": "2026-06-05T09:49:29.984Z", "_distro": "noble", "_jobs": [ { "job": 79703859986, "time": 94, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7433699334" }, { "job": 79703859966, "time": 102, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7433701996" }, { "job": 79703859943, "time": 108, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7433703904" }, { "job": 79703859965, "time": 74, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7433692914" }, { "job": 79703551408, "time": 118, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7433667810" }, { "job": 79703859942, "time": 82, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7433695782" }, { "job": 79703860003, "time": 73, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7433692397" }, { "job": 79703859985, "time": 62, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7433689061" }, { "job": 79703860011, "time": 74, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7433693087" } ], "_buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/AUC", "_commit": { "id": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "author": "Michel Ballings ", "committer": "cran-robot ", "message": "version 0.3.2\n", "time": 1649083217 }, "_maintainer": { "name": "Michel Ballings", "email": "michel.ballings@gmail.com", "login": "ballings", "description": "Associate Professor", "uuid": 7026744 }, "_registered": true, "_dependencies": [], "_owner": "cran", "_selfowned": true, "_usedby": 7, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "ballings", "count": 1, "uuid": 7026744 } ], "_userbio": { "uuid": 7026744, "type": "user", "name": "Michel Ballings", "description": "Associate Professor" }, "_downloads": { "count": 11104, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/AUC" }, "_mentions": 74, "_searchresults": 608, "_rbuild": "4.6.0", "_assets": [ "extra/AUC.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "manual.pdf" ], "_realowner": "ballings", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2013-07-10" }, { "version": "0.2.0", "date": "2013-07-17" }, { "version": "0.3.0", "date": "2013-09-30" }, { "version": "0.3.2", "date": "2022-04-04" } ], "_exports": [ "accuracy", "auc", "AUCNews", "roc", "sensitivity", "specificity" ], "_datasets": [ { "name": "churn", "title": "Churn data", "object": "churn", "file": "churn.RData", "class": [ "data.frame" ], "fields": [ "predictions", "predictions2", "labels" ], "rows": 1302, "table": true, "tojson": true } ], "_help": [ { "page": "AUC-package", "title": "Threshold independent performance measures for probabilistic classifiers.", "topics": [ "AUC-package", "AUC" ] }, { "page": "accuracy", "title": "Compute the accuracy curve.", "topics": [ "accuracy" ] }, { "page": "auc", "title": "Compute the area under the curve of a given performance measure.", "topics": [ "auc" ] }, { "page": "AUCNews", "title": "Display the NEWS file", "topics": [ "AUCNews" ] }, { "page": "churn", "title": "Churn data", "topics": [ "churn" ] }, { "page": "plot.AUC", "title": "Plot the sensitivity, specificity, accuracy and roc curves.", "topics": [ "plot.AUC" ] }, { "page": "roc", "title": "Compute the receiver operating characteristic (ROC) curve.", "topics": [ "roc" ] }, { "page": "sensitivity", "title": "Compute the sensitivity curve.", "topics": [ "sensitivity" ] }, { "page": "specificity", "title": "Compute the specificity curve.", "topics": [ "specificity" ] } ], "_rundeps": [], "_score": 6.151602327117434, "_indexed": true, "_nocasepkg": "auc", "_universes": [ "ballings" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.2", "date": "2026-06-05T09:48:47.000Z", "distro": "noble", "commit": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "fileid": "f275f454e72634e5dc07d14205281cbf0e1e8e85369439233d529a236ca3823d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496" }, { "r": "4.6.0", "os": "linux", "version": "0.3.2", "date": "2026-06-05T09:48:53.000Z", "distro": "noble", "commit": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "fileid": "e43420dfa0eea4386276fc37da64d2aad0e84a61a98dbe2b09f93d00e27ccd79", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496" }, { "r": "4.5.3", "os": "mac", "version": "0.3.2", "date": "2026-06-05T09:48:58.000Z", "commit": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "fileid": "17e28482378aa24b6b910cccf45f61598e01e2c35c2d138a13faf25904d3a44d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496" }, { "r": "4.6.0", "os": "mac", "version": "0.3.2", "date": "2026-06-05T09:48:28.000Z", "commit": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "fileid": "f9ded52a2213046223d4147268e1f8f51aea9b10d0ffc4db73d7b013764fdb8b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.2", "date": "2026-06-05T09:48:44.000Z", "commit": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "fileid": "2508e22ccec8318af1a8ed1a5d6aff1d95dfa943b9cb803adac1f00492a070d9", "status": "success", "buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496" }, { "r": "4.7.0", "os": "win", "version": "0.3.2", "date": "2026-06-05T09:48:15.000Z", "commit": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "fileid": "a0d7d2000032ae5af35d1cdd8b5da9a305749f34c5a13fb58b35b17483712eca", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496" }, { "r": "4.5.3", "os": "win", "version": "0.3.2", "date": "2026-06-05T09:48:12.000Z", "commit": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "fileid": "a17e9c0a664008620a1eecc538303a0319f15e1a8b0070cad1323e22553ce375", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496" }, { "r": "4.6.0", "os": "win", "version": "0.3.2", "date": "2026-06-05T09:48:21.000Z", "commit": "bd6a86e64a3080b58a124f4b128d25e38244acb5", "fileid": "3fb78e2de41832cbef14f1794c5016e9909395960cc5a44aac83353a8ec9b7ef", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ballings/actions/runs/27007751496" } ] }