{ "_id": "6aba452799f7aa8c6aa3f564", "Package": "ContaminatedMixt", "Type": "Package", "Title": "Clustering and Classification with the Contaminated Normal", "Version": "1.3.8", "Date": "2023-05-05", "Author": "Antonio Punzo, Angelo Mazza, Paul D. McNicholas", "Maintainer": "Angelo Mazza ", "Description": "Fits mixtures of multivariate contaminated normal\ndistributions (with eigen-decomposed scale matrices) via the\nexpectation conditional- maximization algorithm under a\nclustering or classification paradigm Methods are described in\nAntonio Punzo, Angelo Mazza, and Paul D McNicholas (2018)\n.", "License": "GPL-2", "LazyLoad": "yes", "RoxygenNote": "6.0.1", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-09-28 10:39:26 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-05-05 15:20:02 UTC", "RemoteUrl": "https://github.com/cran/ContaminatedMixt", "RemoteRef": "HEAD", "RemoteSha": "130631abc1d6b24e770266adafe616ab5ab3e31f", "_user": "cran", "_type": "src", "_file": "ContaminatedMixt_1.3.8.tar.gz", "_fileid": "https://r2.ropensci.org/2a0b2726de9a5906127982c411ba06aa450bae1ebdbdfaf78e0efdd9a1ebd40b", "_filesize": 222033, "_sha256": "2a0b2726de9a5906127982c411ba06aa450bae1ebdbdfaf78e0efdd9a1ebd40b", "_expires": "2027-01-06T10:44:54.000Z", "_created": "2026-09-28T10:39:26.000Z", "_published": "2026-09-28T10:44:55.884Z", "_jobs": [ { "job": 108891035240, "time": 167, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "10963634476" }, { "job": 108891035280, "time": 232, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10964725537" }, { "job": 108891035189, "time": 177, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "10964362583" }, { "job": 108891035261, "time": 172, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10964795266" }, { "job": 108889835244, "time": 227, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10963763902" }, { "job": 108891035179, "time": 163, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10964636314" }, { "job": 108891035194, "time": 263, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "10964730623" }, { "job": 108891035335, "time": 183, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10964407118" }, { "job": 108891035232, "time": 255, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "10964283316" }, { "job": 108891035401, "time": 125, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10964880065" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305", "_status": "success", "_upstream": "https://github.com/cran/ContaminatedMixt", "_commit": { "id": "130631abc1d6b24e770266adafe616ab5ab3e31f", "author": "Angelo Mazza ", "committer": "cran-robot ", "message": "version 1.3.8\n", "time": 1683300002 }, "_maintainer": { "name": "Angelo Mazza", "email": "a.mazza@unict.it" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.15.0", "role": "Depends" }, { "package": "mixture", "role": "Imports" }, { "package": "mnormt", "role": "Imports" }, { "package": "mclust", "role": "Imports" }, { "package": "caret", "role": "Imports" }, { "package": "mvtnorm", "role": "Imports" }, { "package": "grDevices", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 2, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 543, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ContaminatedMixt" }, "_searchresults": 0, "_topics": [ "openblas" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/ContaminatedMixt.html", "extra/contents.json", "extra/manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2015-12-20" }, { "version": "1.1", "date": "2017-02-14" }, { "version": "1.2", "date": "2017-11-05" }, { "version": "1.3", "date": "2017-12-10" }, { "version": "1.3.1", "date": "2018-01-27" }, { "version": "1.3.2", "date": "2018-01-29" }, { "version": "1.3.3", "date": "2018-08-01" }, { "version": "1.3.4", "date": "2019-08-28" }, { "version": "1.3.4.1", "date": "2020-05-26" }, { "version": "1.3.6", "date": "2021-11-15" }, { "version": "1.3.7", "date": "2022-05-09" }, { "version": "1.3.8", "date": "2023-05-05" } ], "_exports": [ "agree", "CNmixt", "CNmixtCV", "CNpredict", "dCN", "getBestModel", "getCluster", "getCV", "getDetection", "getIC", "getPar", "getPosterior", "getSize", "m.step", "rCN", "whichBest", "whichBestCV" ], "_datasets": [ { "name": "wine", "title": "Wine Data Set", "object": "wine", "file": "wine.rdata", "class": [ "data.frame" ], "fields": [ "Type", "Alcohol", "Malic", "Ash", "Alcalinity", "Magnesium", "Phenols", "Flavanoids", "Nonflavanoid", "Proanthocyanins", "Color", "Hue", "Dilution", "Proline" ], "rows": 178, "table": true, "tojson": true } ], "_help": [ { "page": "ContaminatedMixt-package", "title": "ContaminatedMixt - Parsimonious Mixtures of Contaminated Normal Distributions", "topics": [ "ContaminatedMixt-package", "ContaminatedMixt" ] }, { "page": "agree", "title": "Agreement Between Partitions", "topics": [ "agree" ] }, { "page": "CNmixt", "title": "Fitting for the Parsimonious Mixtures of Contaminated Normal Distributions", "topics": [ "CNmixt", "CNmixtCV" ] }, { "page": "predictg", "title": "Cluster Prediction", "topics": [ "CNpredict", "predict.ContaminatedMixt" ] }, { "page": "dCN", "title": "Multivariate Contaminated Normal Distribution", "topics": [ "dCN", "rCN" ] }, { "page": "extractors", "title": "Extractors for 'ContaminatedMixt' Class Objects.", "topics": [ "getBestModel", "getCluster", "getCV", "getDetection", "getIC", "getPar", "getPosterior", "getSize", "print.ContaminatedMixt", "summary.ContaminatedMixt", "whichBest", "whichBestCV" ] }, { "page": "m.step", "title": "M-step of the EM algorithm for Parsimonious Normal Mixtures", "topics": [ "m.step" ] }, { "page": "pairs.ContaminatedMixt", "title": "Scatterplot Matrix for ContaminatedMixt Objects", "topics": [ "pairs.ContaminatedMixt" ] }, { "page": "plot.ContaminatedMixt", "title": "Scatterplot for ContaminatedMixt Objects", "topics": [ "plot.ContaminatedMixt" ] }, { "page": "wine", "title": "Wine Data Set", "topics": [ "wine" ] } ], "_rundeps": [ "BH", "caret", "class", "cli", "clock", "codetools", "cpp11", "data.table", "diagram", "digest", "dplyr", "e1071", "farver", "foreach", "future", "future.apply", "generics", "ggplot2", "globals", "glue", "gower", "gtable", "hardhat", "ipred", "isoband", "iterators", "KernSmooth", "labeling", "lattice", "lava", "lifecycle", "listenv", "lubridate", "magrittr", "MASS", "Matrix", "mclust", "mixture", "mnormt", "ModelMetrics", "mvtnorm", "nlme", "nnet", "numDeriv", "parallelly", "pillar", "pkgconfig", "plyr", "pROC", "prodlim", "progressr", "proxy", "purrr", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppGSL", "recipes", "reshape2", "rlang", "rpart", "S7", "scales", "shape", "sparsevctrs", "SQUAREM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tzdb", "utf8", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" } ], "_score": 1.7781512503836436, "_indexed": true, "_nocasepkg": "contaminatedmixt", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3.8", "date": "2026-09-28T10:41:59.000Z", "distro": "resolute", "arch": "aarch64", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/0facc9903b91672ca4cd326c917389c9eb6e94802f8f3bf1f0c81add8925fa00", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" }, { "r": "4.7.0", "os": "linux", "version": "1.3.8", "date": "2026-09-28T10:42:48.000Z", "distro": "resolute", "arch": "x86_64", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/78b1d5b9b7eb146b5776fe6aa3eee7edecfa0f5f1dbe9ad35f1972139ea43fd1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" }, { "r": "4.6.1", "os": "linux", "version": "1.3.8", "date": "2026-09-28T10:42:04.000Z", "distro": "resolute", "arch": "aarch64", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/51c3de37c47d0658f6ee26f4810f1eb42e871ef9b5459d0bbd01d2944cbd726f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" }, { "r": "4.6.1", "os": "linux", "version": "1.3.8", "date": "2026-09-28T10:42:01.000Z", "distro": "resolute", "arch": "x86_64", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/d4bc481255d9373eaa7b4d929565aa1aec130209e6387e0b0fca35b7de5ed176", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" }, { "r": "4.6.0", "os": "wasm", "version": "1.3.8", "date": "2026-09-28T10:42:30.000Z", "arch": "emscripten", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/0ecee51c2f6e8c26ddad70cbd0faeaddc70b0d8efe1691b4de1360d1a428756f", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" }, { "r": "4.7.0", "os": "win", "version": "1.3.8", "date": "2026-09-28T10:43:04.000Z", "arch": "aarch64", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/48ed736c19f3e2e82e0aaeca54c290f26116fc725758f46717aa521dd13161ee", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" }, { "r": "4.7.0", "os": "win", "version": "1.3.8", "date": "2026-09-28T10:41:18.000Z", "arch": "x86_64", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/11ec8d6a78e90501d71eb35298d7cdf3fef3c9ac5b0edda6c1e5cfc938fb3e54", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" }, { "r": "4.6.1", "os": "win", "version": "1.3.8", "date": "2026-09-28T10:43:02.000Z", "arch": "aarch64", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/d16e262feb3981a5c47cd50e00bf9adda797302085ba86b2c31ea0e43bf46772", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" }, { "r": "4.6.1", "os": "win", "version": "1.3.8", "date": "2026-09-28T10:40:58.000Z", "arch": "x86_64", "commit": "130631abc1d6b24e770266adafe616ab5ab3e31f", "fileid": "https://r2.ropensci.org/b8ef43d43a29ad2cee8de5b36dd7c7209af56bf056dcbcbed8bfe603abb356d3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/36410505305" } ] }