{ "_id": "6a22a148cd65a98ecbd589f7", "Package": "rocc", "Title": "ROC Based Classification", "Version": "1.3", "Author": "Martin Lauss", "Description": "Functions for a classification method based on receiver\noperating characteristics (ROC). Briefly, features are selected\naccording to their ranked AUC value in the training set. The\nselected features are merged by the mean value to form a\nmeta-gene. The samples are ranked by their meta-gene value and\nthe meta-gene threshold that has the highest accuracy in\nsplitting the training samples is determined. A new sample is\nclassified by its meta-gene value relative to the threshold. In\nthe first place, the package is aimed at two class problems in\ngene expression data, but might also apply to other problems.", "Maintainer": "Martin Lauss ", "License": "GPL (>= 2)", "Packaged": { "Date": "2026-06-05 10:11:16 UTC", "User": "root" }, "NeedsCompilation": "no", "Repository": "https://lau-mel.r-universe.dev", "Date/Publication": "2019-12-06 14:00:02 UTC", "RemoteUrl": "https://github.com/cran/rocc", "RemoteRef": "HEAD", "RemoteSha": "38999230188993d2a4a19626b871c216875f7e7c", "MD5sum": "8dc375db62177a03562b2bbbab3096a2", "_user": "lau-mel", "_type": "src", "_file": "rocc_1.3.tar.gz", "_fileid": "c525c008620dd9692f32e097ff5e8372fb5c2b845ef10fbe291c3aa5b3146bf5", "_filesize": 103156, "_sha256": "c525c008620dd9692f32e097ff5e8372fb5c2b845ef10fbe291c3aa5b3146bf5", "_created": "2026-06-05T10:11:16.000Z", "_published": "2026-06-05T10:13:28.987Z", "_distro": "noble", "_jobs": [ { "job": 79707472477, "time": 101, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7434137091" }, { "job": 79707472468, "time": 102, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7434137182" }, { "job": 79707472462, "time": 92, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7434134312" }, { "job": 79707472455, "time": 95, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7434135336" }, { "job": 79707165270, "time": 126, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7434106190" }, { "job": 79707472457, "time": 86, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7434132427" }, { "job": 79707472466, "time": 66, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7434126637" }, { "job": 79707472512, "time": 60, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7434124648" }, { "job": 79707472467, "time": 65, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7434126381" } ], "_buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/rocc", "_commit": { "id": "38999230188993d2a4a19626b871c216875f7e7c", "author": "Martin Lauss ", "committer": "cran-robot ", "message": "version 1.3\n", "time": 1575640802 }, "_maintainer": { "name": "Martin Lauss", "email": "martin.lauss@med.lu.se", "login": "lau-mel", "description": "", "uuid": 57351854 }, "_registered": true, "_dependencies": [ { "package": "ROCR", "role": "Depends" }, { "package": "methods", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "lau-mel", "count": 3, "uuid": 57351854 } ], "_userbio": { "uuid": 57351854, "type": "user", "name": "Lau-Mel" }, "_downloads": { "count": 183, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/rocc" }, "_mentions": 1, "_searchresults": 37, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/rocc.html", "manual.pdf" ], "_realowner": "lau-mel", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2010-04-15" }, { "version": "1.2", "date": "2010-10-04" }, { "version": "1.3", "date": "2019-12-06" } ], "_exports": [ "o.rocc", "p.rocc", "tr.rocc" ], "_help": [ { "page": "o.rocc", "title": "LOOCV using the ROC based classifier", "topics": [ "o.rocc" ] }, { "page": "p.rocc", "title": "Making predictions using the ROC based classifier", "topics": [ "p.rocc" ] }, { "page": "tr.rocc", "title": "Training of a ROC based classifier", "topics": [ "tr.rocc" ] } ], "_rundeps": [ "bitops", "caTools", "gplots", "gtools", "KernSmooth", "ROCR" ], "_score": 1.568201724066995, "_indexed": true, "_nocasepkg": "rocc", "_universes": [ "lau-mel" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3", "date": "2026-06-05T10:12:58.000Z", "distro": "noble", "commit": "38999230188993d2a4a19626b871c216875f7e7c", "fileid": "0f99a525cd619d19103cf98f480859b4bea431b17e32158eaf5dab44e986ad18", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589" }, { "r": "4.6.0", "os": "linux", "version": "1.3", "date": "2026-06-05T10:12:57.000Z", "distro": "noble", "commit": "38999230188993d2a4a19626b871c216875f7e7c", "fileid": "6b8cdd445d513859013c3ff84cb3f197aa9a57e4f0390c7b8c8b9f6fc8277098", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589" }, { "r": "4.5.3", "os": "mac", "version": "1.3", "date": "2026-06-05T10:12:53.000Z", "commit": "38999230188993d2a4a19626b871c216875f7e7c", "fileid": "14297599f09bed7439c45471c690c60ccbe558b413517933360eaa410a613916", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589" }, { "r": "4.6.0", "os": "mac", "version": "1.3", "date": "2026-06-05T10:12:54.000Z", "commit": "38999230188993d2a4a19626b871c216875f7e7c", "fileid": "fc1c2f689c16852f844b7c3178d43df1e9d1230befe610b53a9147016fb66f2f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589" }, { "r": "4.6.0", "os": "wasm", "version": "1.3", "date": "2026-06-05T10:12:55.000Z", "commit": "38999230188993d2a4a19626b871c216875f7e7c", "fileid": "24299ef23b0d64e4eef13577c8d4b148a5d8e8eaed5e657d6621ea02a1995697", "status": "success", "buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589" }, { "r": "4.7.0", "os": "win", "version": "1.3", "date": "2026-06-05T10:12:16.000Z", "commit": "38999230188993d2a4a19626b871c216875f7e7c", "fileid": "b7d5b8aaa8212ad36e351a3dc1702367f4035c1b034e3b1465e7c88e5562a7a9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589" }, { "r": "4.5.3", "os": "win", "version": "1.3", "date": "2026-06-05T10:12:14.000Z", "commit": "38999230188993d2a4a19626b871c216875f7e7c", "fileid": "50b4ac31fdfa226c12937db6e44229e1c8e6f509f7f23a72baf4c2b0604a91b7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589" }, { "r": "4.6.0", "os": "win", "version": "1.3", "date": "2026-06-05T10:12:15.000Z", "commit": "38999230188993d2a4a19626b871c216875f7e7c", "fileid": "af3d8dac7b70d01fbaccf437dd3650a93f27e7b8b7308fed6f145a274b082bd3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lau-mel/actions/runs/27008833589" } ] }