{ "_id": "6a103e06acfb0bcc41c9c6dc", "Package": "praznik", "Type": "Package", "Title": "Tools for Information-Based Feature Selection and Scoring", "Version": "12.0.1", "Authors@R": "c(\nperson(\nc(\"Miron\",\"B.\"),\"Kursa\",\nrole=c(\"aut\",\"cre\"),\nemail=\"m@mbq.me\",\ncomment=c(ORCID=\"0000-0001-7672-648X\")\n)\n)", "License": "GPL-3", "Description": "A toolbox of fast, native and parallel implementations of\nvarious information-based importance criteria estimators and\nfeature selection filters based on them, inspired by the\noverview by Brown, Pocock, Zhao and Lujan (2012)\n. Contains,\namong other, minimum redundancy maximal relevancy ('mRMR')\nmethod by Peng, Long and Ding (2005)\n; joint mutual information ('JMI')\nmethod by Yang and Moody (1999)\n;\ndouble input symmetrical relevance ('DISR') method by Meyer and\nBontempi (2006) as well as joint\nmutual information maximisation ('JMIM') method by Bennasar,\nHicks and Setchi (2015) .", "BugReports": "https://gitlab.com/mbq/praznik/-/issues", "URL": "https://gitlab.com/mbq/praznik", "Encoding": "UTF-8", "RoxygenNote": "7.2.1", "Repository": "https://mbq.r-universe.dev", "Date/Publication": "2025-11-11 12:40:48 UTC", "RemoteUrl": "https://gitlab.com/mbq/praznik", "RemoteRef": "HEAD", "RemoteSha": "d66e184499b92dcd71329c557239c9d9f7c48059", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-11 09:22:47 UTC", "User": "root" }, "Author": "Miron B. Kursa [aut, cre] (ORCID:\n)", "Maintainer": "Miron B. Kursa ", "MD5sum": "2cbc8798f21878dc0877314dbd3f31ea", "_user": "mbq", "_type": "src", "_file": "praznik_12.0.1.tar.gz", "_fileid": "68d59c5839305836c4a08a3d8b44e407c00549b1e424335ad303f1e0abd66766", "_filesize": 704864, "_sha256": "68d59c5839305836c4a08a3d8b44e407c00549b1e424335ad303f1e0abd66766", "_created": "2026-05-11T09:22:47.000Z", "_published": "2026-05-22T11:29:10.431Z", "_distro": "noble", "_jobs": [ { "job": 77370696165, "time": 99, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "6914819553" }, { "job": 77370695597, "time": 99, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6914819028" }, { "job": 77370696443, "time": 92, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6914816140" }, { "job": 77370695918, "time": 105, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6914820202" }, { "job": 77370696080, "time": 95, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6914818042" }, { "job": 77370696294, "time": 242, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "6914868883" }, { "job": 77370695970, "time": 110, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6914822150" }, { "job": 77370696246, "time": 218, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6914859576" }, { "job": 77370695356, "time": 122, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6914781759" }, { "job": 77370695367, "time": 80, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7159412902" }, { "job": 77370696229, "time": 81, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6914812221" }, { "job": 77370696371, "time": 98, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6914817740" }, { "job": 77370696106, "time": 79, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6914811368" } ], "_buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://gitlab.com/mbq/praznik", "_commit": { "id": "d66e184499b92dcd71329c557239c9d9f7c48059", "author": "mbq ", "committer": "mbq ", "message": "Merge branch '56-remove-testing-on-cran' into 'main'\n\nResolve \"Remove testing on CRAN\"\n\nCloses #56\n\nSee merge request mbq/praznik!43", "time": 1762864848 }, "_maintainer": { "name": "Miron B. Kursa", "email": "m@mbq.me", "orcid": "0000-0001-7672-648X" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.5.0", "role": "Depends" } ], "_owner": "gitlab-mbq", "_selfowned": false, "_usedby": 7, "_updates": [ { "week": "2025-46", "n": 4 } ], "_tags": [], "_userbio": { "uuid": 489199, "type": "user", "name": "Miron Kursa", "description": "Only using GitHub to waste Microsoft resources. Find me on GitLab for the cool stuff (;" }, "_downloads": { "count": 1956, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/praznik" }, "_mentions": 2, "_devurl": "https://gitlab.com/mbq/praznik", "_searchresults": 65, "_topics": [ "openmp" ], "_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/praznik.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://gitlab.com/mbq/praznik", "_realowner": "mbq", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2017-11-20" }, { "version": "2.0.0", "date": "2017-12-21" }, { "version": "3.0.0", "date": "2018-01-08" }, { "version": "4.0.0", "date": "2018-03-06" }, { "version": "4.1.0", "date": "2018-03-06" }, { "version": "5.0.0", "date": "2018-05-08" }, { "version": "6.0.0", "date": "2019-06-21" }, { "version": "7.0.0", "date": "2019-10-01" }, { "version": "8.0.0", "date": "2020-02-29" }, { "version": "9.0.0", "date": "2021-09-21" }, { "version": "10.0.0", "date": "2021-11-09" }, { "version": "11.0.0", "date": "2022-05-20" }, { "version": "12.0.0", "date": "2025-11-11" } ], "_exports": [ "CMI", "CMIM", "cmiMatrix", "cmiScores", "DISR", "dnmiMatrix", "hScores", "icmiMatrix", "impScores", "jhScores", "JIM", "JMI", "JMI3", "JMIM", "jmiMatrix", "jmiScores", "joinf", "kInverse", "kTransform", "maxCmiScores", "maxJmiScores", "MIM", "miMatrix", "minCmiScores", "minMaxCmiScores", "miScores", "MRMR", "NJMIM", "njmiMatrix", "njmiScores", "nmiMatrix", "triScores", "tspTransform" ], "_datasets": [ { "name": "MadelonD", "title": "Pre-discretised Madelon dataset", "object": "MadelonD", "file": "MadelonD.rda", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "praznik-package", "title": "Tools for information-based feature selection and scoring", "topics": [ "praznik-package", "praznik" ] }, { "page": "CMI", "title": "Conditional mutual information maximisation filter", "topics": [ "CMI" ] }, { "page": "CMIM", "title": "Minimal conditional mutual information maximisation filter", "topics": [ "CMIM" ] }, { "page": "cmiMatrix", "title": "Conditional mutual information matrix with a common condition", "topics": [ "cmiMatrix" ] }, { "page": "cmiScores", "title": "Conditional mutual information scores", "topics": [ "cmiScores" ] }, { "page": "DISR", "title": "Double input symmetrical relevance filter", "topics": [ "DISR" ] }, { "page": "dnmiMatrix", "title": "Directional normalised mutual information matrix", "topics": [ "dnmiMatrix" ] }, { "page": "hScores", "title": "Entropy scores", "topics": [ "hScores" ] }, { "page": "icmiMatrix", "title": "Conditional mutual information matrix with a common variable", "topics": [ "icmiMatrix" ] }, { "page": "impScores", "title": "Gini impurity scores", "topics": [ "impScores" ] }, { "page": "jhScores", "title": "Joint entropy scores", "topics": [ "jhScores" ] }, { "page": "JIM", "title": "Joint impurity filter", "topics": [ "JIM" ] }, { "page": "JMI", "title": "Joint mutual information filter", "topics": [ "JMI" ] }, { "page": "JMI3", "title": "Third-order joint mutual information filter", "topics": [ "JMI3" ] }, { "page": "JMIM", "title": "Minimal joint mutual information maximisation filter", "topics": [ "JMIM" ] }, { "page": "jmiMatrix", "title": "Joint mutual information matrix", "topics": [ "jmiMatrix" ] }, { "page": "jmiScores", "title": "Joint mutual information scores", "topics": [ "jmiScores" ] }, { "page": "joinf", "title": "Join factors", "topics": [ "joinf" ] }, { "page": "kInverse", "title": "Inverse Kendall transform", "topics": [ "kInverse" ] }, { "page": "kTransform", "title": "Kendall transformation", "topics": [ "kTransform" ] }, { "page": "MadelonD", "title": "Pre-discretised Madelon dataset", "topics": [ "MadelonD" ] }, { "page": "maxCmiScores", "title": "Maximal pairwise conditional mutual information scores", "topics": [ "maxCmiScores" ] }, { "page": "maxJmiScores", "title": "Maximal pairwise joint mutual information scores", "topics": [ "maxJmiScores" ] }, { "page": "MIM", "title": "Mutual information maximisation filter", "topics": [ "MIM" ] }, { "page": "miMatrix", "title": "Mutual information matrix", "topics": [ "miMatrix" ] }, { "page": "minCmiScores", "title": "Minimal pairwise conditional mutual information scores", "topics": [ "minCmiScores" ] }, { "page": "minMaxCmiScores", "title": "Extreme values of pairwise conditional mutual information scores", "topics": [ "minMaxCmiScores" ] }, { "page": "miScores", "title": "Mutual information scores", "topics": [ "miScores" ] }, { "page": "MRMR", "title": "Minimum redundancy maximal relevancy filter", "topics": [ "MRMR" ] }, { "page": "NJMIM", "title": "Minimal normalised joint mutual information maximisation filter", "topics": [ "NJMIM" ] }, { "page": "njmiMatrix", "title": "Normalised joint mutual information matrix", "topics": [ "njmiMatrix" ] }, { "page": "njmiScores", "title": "Normalised joint mutual information scores", "topics": [ "njmiScores" ] }, { "page": "nmiMatrix", "title": "Normalised mutual information matrix", "topics": [ "nmiMatrix" ] }, { "page": "triScores", "title": "Mutual information of feature triples", "topics": [ "triScores" ] }, { "page": "tspTransform", "title": "Top-scoring pairs transformation", "topics": [ "tspTransform" ] } ], "_readme": "https://gitlab.com/mbq/praznik/raw/HEAD/README.md", "_rundeps": [], "_sysdeps": [ { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 5.4265015018283576, "_indexed": true, "_nocasepkg": "praznik", "_universes": [ "mbq", "gitlab-mbq" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "12.0.1", "date": "2026-05-11T09:24:39.000Z", "distro": "noble", "arch": "aarch64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "3af7410e0c69c57c50fb54b7b7af6f9b9ee4902fda0772226ed4ba40962e7184", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.7.0", "os": "linux", "version": "12.0.1", "date": "2026-05-11T09:24:34.000Z", "distro": "noble", "arch": "x86_64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "0dc606cea4ff193ccfdd8ec4211c8923616f48e2b5ee18981b1b59a80d9a990e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.6.0", "os": "linux", "version": "12.0.1", "date": "2026-05-11T09:24:30.000Z", "distro": "noble", "arch": "aarch64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "31d4a2ee02fe399c216a9dd60c3ad37a8d335410be2f30c273e1dced1ef15e3d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.6.0", "os": "linux", "version": "12.0.1", "date": "2026-05-11T09:24:36.000Z", "distro": "noble", "arch": "x86_64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "56511b103185840e33a73c59a961d85b0386ca8ac8379bcf22b50375bd74de1a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.5.3", "os": "mac", "version": "12.0.1", "date": "2026-05-11T09:24:33.000Z", "arch": "aarch64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "7055af8f64caefa2209937eb994e68751c77e271e19aa8c6e965266552077e1a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.5.3", "os": "mac", "version": "12.0.1", "date": "2026-05-11T09:26:38.000Z", "arch": "x86_64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "e5d37c92ad7836b3ac1ab52dc5a976c296c2f357e23d1def6c1b2862d6968409", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.6.0", "os": "mac", "version": "12.0.1", "date": "2026-05-11T09:24:38.000Z", "arch": "aarch64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "ae577354388009ea56ae5a3f353331d2ac171df7d10507b16fa74cc94b0e6b69", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.6.0", "os": "mac", "version": "12.0.1", "date": "2026-05-11T09:25:13.000Z", "arch": "x86_64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "c7d410f52ab240db051bcaa0f2d994a856685f4a56e03084d3ac0660a7654e65", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.7.0", "os": "win", "version": "12.0.1", "date": "2026-05-11T09:23:57.000Z", "arch": "x86_64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "ca240f8ea7e8098c95121445d4f6766523142acf60ec35e3201790e76723d4c1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.5.3", "os": "win", "version": "12.0.1", "date": "2026-05-11T09:23:58.000Z", "arch": "x86_64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "100ff52fdff71dccb76e411e5e47f722e70c5859042533b4c6669110832b43d3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.6.0", "os": "win", "version": "12.0.1", "date": "2026-05-11T09:23:58.000Z", "arch": "x86_64", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "ac5df94bffd8e041bf9da85a833eba9c935bb11a65c93f4eb98a664087fbac38", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" }, { "r": "4.6.0", "os": "wasm", "version": "12.0.1", "date": "2026-05-22T11:28:55.000Z", "arch": "emscripten", "commit": "d66e184499b92dcd71329c557239c9d9f7c48059", "fileid": "59d0bbdaa7738c0f118d3e295d19242bd08508889b2bf3090424f489b1c78d49", "status": "success", "buildurl": "https://github.com/r-universe/mbq/actions/runs/25661545716" } ] }