{ "_id": "6abce86c99f7aa8c6aa4dbdb", "Package": "otrimle", "Type": "Package", "Title": "Robust Model-Based Clustering", "Description": "Performs robust cluster analysis allowing for outliers and\nnoise that cannot be fitted by any cluster. The data are\nmodelled by a mixture of Gaussian distributions and a noise\ncomponent, which is an improper uniform distribution covering\nthe whole Euclidean space. Parameters are estimated by (pseudo)\nmaximum likelihood. This is fitted by a EM-type algorithm. See\nCoretto and Hennig (2016) ,\nand Coretto and Hennig (2017)\n.", "Version": "2.0", "Date": "2021-05-28", "Authors@R": "c(person(\"Pietro\", \"Coretto\",\nrole = c(\"aut\", \"cre\"),\nemail = \"pcoretto@unisa.it\",\ncomment = \"Homepage: \"),\nperson(\"Christian\", \"Hennig\",\nrole = c(\"aut\"),\nemail = \"christian.hennig@unibo.it\",\ncomment = \"Homepage: \")\n)", "License": "GPL (>= 2)", "LazyData": "TRUE", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-30 10:43:25 UTC", "User": "root" }, "Author": "Pietro Coretto [aut, cre] (Homepage:\n), Christian Hennig [aut]\n(Homepage: )", "Maintainer": "Pietro Coretto ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2021-05-29 05:30:02 UTC", "RemoteUrl": "https://github.com/cran/otrimle", "RemoteRef": "HEAD", "RemoteSha": "14c0d746259f8940ba5859269b180b67534010c6", "_user": "cran", "_type": "src", "_file": "otrimle_2.0.tar.gz", "_fileid": "https://r2.ropensci.org/17f7c13f58419b091a4d28474c5a259d46a749cc3aba50d2fe23ec2a5d25aca1", "_filesize": 218010, "_sha256": "17f7c13f58419b091a4d28474c5a259d46a749cc3aba50d2fe23ec2a5d25aca1", "_expires": "2027-01-08T10:46:02.000Z", "_created": "2026-09-30T10:43:25.000Z", "_published": "2026-09-30T10:46:04.169Z", "_jobs": [ { "job": 109850386517, "time": 103, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11091401696" }, { "job": 109850386635, "time": 103, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11091257228" }, { "job": 109849333625, "time": 192, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11091241875" }, { "job": 109850386570, "time": 112, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11091247271" }, { "job": 109850386745, "time": 80, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11091257158" }, { "job": 109850386740, "time": 66, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11091276932" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cran/actions/runs/36703809890", "_status": "success", "_upstream": "https://github.com/cran/otrimle", "_commit": { "id": "14c0d746259f8940ba5859269b180b67534010c6", "author": "Pietro Coretto ", "committer": "cran-robot ", "message": "version 2.0\n", "time": 1622266202 }, "_maintainer": { "name": "Pietro Coretto", "email": "pcoretto@unisa.it" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "mvtnorm", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "doParallel", "role": "Imports" }, { "package": "robustbase", "role": "Imports" }, { "package": "mclust", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 1, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 1138, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/otrimle" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/otrimle.html" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.3", "date": "2016-10-07" }, { "version": "0.4", "date": "2016-11-30" }, { "version": "1.0", "date": "2017-06-27" }, { "version": "1.1", "date": "2017-06-27" }, { "version": "1.2", "date": "2019-09-23" }, { "version": "1.3", "date": "2019-09-24" }, { "version": "1.6", "date": "2020-11-24" }, { "version": "2.0", "date": "2021-05-29" } ], "_exports": [ "generator.otrimle", "InitClust", "kerndenscluster", "kerndensmeasure", "kerndensp", "kmeanfun", "ksdfun", "otrimle", "otrimleg", "otrimlesimg", "plot.summary.otrimlesimgdens", "print.summary.otrimlesimgdens", "rimle", "summary.otrimlesimgdens" ], "_datasets": [ { "name": "banknote", "title": "Swiss Banknotes Data", "object": "banknote", "class": [ "data.frame" ], "fields": [ "Class", "Length", "Left", "Right", "Bottom", "Top", "Diagonal" ], "rows": 200, "table": true, "tojson": true } ], "_help": [ { "page": "banknote", "title": "Swiss Banknotes Data", "topics": [ "banknote" ] }, { "page": "generator.otrimle", "title": "Generates random data from OTRIMLE output model", "topics": [ "generator.otrimle" ] }, { "page": "InitClust", "title": "Robust Initialization for Model-based Clustering Methods", "topics": [ "InitClust" ] }, { "page": "kerndenscluster", "title": "Aggregated distance to elliptical unimodal density over clusters", "topics": [ "kerndenscluster" ] }, { "page": "kerndensmeasure", "title": "Statistic measuring closeness to symmetric unimodal distribution", "topics": [ "kerndensmeasure" ] }, { "page": "kerndensp", "title": "Closeness of multivariate distribution to elliptical unimodal distribution", "topics": [ "kerndensp" ] }, { "page": "kmeanfun", "title": "Mean and standard deviation of unimodality statistic", "topics": [ "kmeanfun", "ksdfun" ] }, { "page": "otrimle", "title": "Optimally Tuned Robust Improper Maximum Likelihood Clustering", "topics": [ "otrimle", "print.otrimle" ] }, { "page": "otrimleg", "title": "OTRIMLE for a range of numbers of clusters with density-based cluster quality statistic", "topics": [ "otrimleg" ] }, { "page": "otrimlesimg", "title": "Adequacy approach for number of clusters for OTRIMLE", "topics": [ "otrimlesimg", "plot.summary.otrimlesimgdens", "print.summary.otrimlesimgdens", "summary.otrimlesimgdens" ] }, { "page": "plot.otrimle", "title": "Plot Methods for OTRIMLE Objects", "topics": [ "plot.otrimle" ] }, { "page": "plot.rimle", "title": "Plot Methods for RIMLE Objects", "topics": [ "plot.rimle" ] }, { "page": "rimle", "title": "Robust Improper Maximum Likelihood Clustering", "topics": [ "print.rimle", "rimle" ] } ], "_rundeps": [ "codetools", "DEoptimR", "doParallel", "foreach", "iterators", "mclust", "mvtnorm", "robustbase" ], "_score": 1.5332635167787148, "_indexed": true, "_nocasepkg": "otrimle", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.0", "date": "2026-09-30T10:45:13.000Z", "distro": "resolute", "commit": "14c0d746259f8940ba5859269b180b67534010c6", "fileid": "https://r2.ropensci.org/48e4967e75598bc85a94c457b967442733d06a8e81c509ee3cc9b3779bc37866", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36703809890" }, { "r": "4.6.1", "os": "linux", "version": "2.0", "date": "2026-09-30T10:45:16.000Z", "distro": "resolute", "commit": "14c0d746259f8940ba5859269b180b67534010c6", "fileid": "https://r2.ropensci.org/063e08aaad6e9de0920b5896141390148cb71ac3eb2da488c71a6ed6118100f6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36703809890" }, { "r": "4.6.0", "os": "wasm", "version": "2.0", "date": "2026-09-30T10:45:36.000Z", "commit": "14c0d746259f8940ba5859269b180b67534010c6", "fileid": "https://r2.ropensci.org/5a6603b7bd0579666ce538043dbafa9d9bf841e11741756ab5996abc2b399e7d", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/36703809890" }, { "r": "4.7.0", "os": "win", "version": "2.0", "date": "2026-09-30T10:44:28.000Z", "commit": "14c0d746259f8940ba5859269b180b67534010c6", "fileid": "https://r2.ropensci.org/8ded37ed6ab8224543005c72736b667229c8f0418a694fb929bbbd94920b8c31", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36703809890" }, { "r": "4.6.1", "os": "win", "version": "2.0", "date": "2026-09-30T10:44:33.000Z", "commit": "14c0d746259f8940ba5859269b180b67534010c6", "fileid": "https://r2.ropensci.org/d0a26cd1283ee70e0ff702832dfe06ac638fbca28012156663d6ee0ea95c8f57", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36703809890" } ] }