{ "_id": "6a10241cacfb0bcc41c8da8a", "Package": "clustMixType", "Version": "0.5-1", "Date": "2026-05-12", "Title": "k-Prototypes Clustering for Mixed Variable-Type Data", "Author": "Gero Szepannek [aut, cre], Rabea Aschenbruck [aut]", "Maintainer": "Gero Szepannek ", "Description": "Functions to perform k-prototypes partitioning clustering\nfor mixed variable-type data according to Z.Huang (1998):\nExtensions to the k-Means Algorithm for Clustering Large Data\nSets with Categorical Variables, Data Mining and Knowledge\nDiscovery 2, 283-304 and G.Szepannek et al. (2025): Clustering\nLarge Mixed-Type Data with Ordinal Variables, Adv Data Anal\nClassif 19, 749–767.", "License": "GPL (>=2)", "RoxygenNote": "7.3.3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-13 10:02:15 UTC", "User": "root" }, "Encoding": "UTF-8", "Repository": "https://g-rho.r-universe.dev", "Date/Publication": "2026-05-12 18:14:54 UTC", "RemoteUrl": "https://github.com/g-rho/clustmixtype", "RemoteRef": "HEAD", "RemoteSha": "83c6680f306a0b060be0cb5e253521502147ba2c", "MD5sum": "b1be1e880c6b5c99670cb224aa87d696", "_user": "g-rho", "_type": "src", "_file": "clustMixType_0.5-1.tar.gz", "_fileid": "5f8021da995a43b54948efeee6490410dcc48c3acf954582d0c121bce9fb5073", "_filesize": 316771, "_sha256": "5f8021da995a43b54948efeee6490410dcc48c3acf954582d0c121bce9fb5073", "_created": "2026-05-13T10:02:15.000Z", "_published": "2026-05-22T09:38:36.045Z", "_distro": "noble", "_jobs": [ { "job": 77354341776, "time": 243, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6967199477" }, { "job": 77354341986, "time": 233, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6967197831" }, { "job": 77354342112, "time": 130, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6967300643" }, { "job": 77354341692, "time": 135, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6967186428" }, { "job": 77354341856, "time": 157, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6967113502" }, { "job": 77354341282, "time": 92, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7157451043" }, { "job": 77354341658, "time": 217, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6967189927" }, { "job": 77354341645, "time": 216, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6967190490" }, { "job": 77354341939, "time": 194, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6967182266" } ], "_buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/g-rho/clustmixtype", "_commit": { "id": "83c6680f306a0b060be0cb5e253521502147ba2c", "author": "Gero Szepannek ", "committer": "Gero Szepannek ", "message": "kproto2silhouette.R added\n", "time": 1778609694 }, "_maintainer": { "name": "Gero Szepannek", "email": "gero.szepannek@web.de", "login": "g-rho", "uuid": 6442463 }, "_registered": true, "_dependencies": [ { "package": "RColorBrewer", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "combinat", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "cluster", "role": "Imports" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "g-rho", "_selfowned": true, "_usedby": 9, "_updates": [ { "week": "2025-44", "n": 1 }, { "week": "2026-20", "n": 1 } ], "_tags": [], "_stars": 2, "_contributors": [ { "user": "rabea-a", "count": 33, "uuid": 61686473 }, { "user": "g-rho", "count": 31, "uuid": 6442463 } ], "_userbio": { "uuid": 6442463, "type": "user", "name": "g-rho" }, "_downloads": { "count": 6442, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/clustMixType" }, "_mentions": 1, "_devurl": "https://github.com/g-rho/clustmixtype", "_searchresults": 207, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/clustMixType.html", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/g-rho/clustmixtype", "_realowner": "g-rho", "_cranurl": true, "_releases": [ { "version": "0.1-16", "date": "2016-02-27" }, { "version": "0.1-17", "date": "2016-11-11" }, { "version": "0.1-22", "date": "2017-07-27" }, { "version": "0.1-25", "date": "2017-08-16" }, { "version": "0.1-28", "date": "2017-09-04" }, { "version": "0.1-29", "date": "2017-10-17" }, { "version": "0.1-36", "date": "2018-09-10" }, { "version": "0.2-1", "date": "2019-03-16" }, { "version": "0.2-2", "date": "2020-03-07" }, { "version": "0.2-5", "date": "2020-04-23" }, { "version": "0.2-9", "date": "2020-11-05" }, { "version": "0.2-11", "date": "2021-03-10" }, { "version": "0.2-14", "date": "2021-07-14" }, { "version": "0.2-15", "date": "2021-08-18" }, { "version": "0.3-9", "date": "2022-12-14" }, { "version": "0.3-14", "date": "2023-12-10" }, { "version": "0.4-2", "date": "2024-07-01" } ], "_exports": [ "clprofiles", "kproto", "kproto2silhouette", "lambdaest", "stability_kproto", "validation_kproto" ], "_help": [ { "page": "clprofiles", "title": "Profiling k-Prototypes Clustering", "topics": [ "clprofiles" ] }, { "page": "kproto", "title": "k-Prototypes Clustering", "topics": [ "kproto", "kproto.default" ] }, { "page": "kproto2silhouette", "title": "Compute individual Silhouette Widths", "topics": [ "kproto2silhouette" ] }, { "page": "lambdaest", "title": "Compares Variability of Variables", "topics": [ "lambdaest" ] }, { "page": "plot.kproto", "title": "Assign k-Prototypes Clusters", "topics": [ "plot.kproto" ] }, { "page": "predict.kproto", "title": "Assign k-Prototypes Clusters", "topics": [ "predict.kproto" ] }, { "page": "stability_kproto", "title": "Determination the stability of k Prototypes Clustering", "topics": [ "stability_kproto" ] }, { "page": "summary", "title": "Summary Method for kproto Cluster Result", "topics": [ "summary.kproto" ] }, { "page": "validation_kproto", "title": "Validating k Prototypes Clustering", "topics": [ "validation_kproto" ] } ], "_pkglogo": "https://github.com/g-rho/clustmixtype/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/g-rho/clustmixtype/raw/HEAD/README.md", "_rundeps": [ "cli", "cluster", "combinat", "dplyr", "generics", "glue", "lifecycle", "magrittr", "pillar", "pkgconfig", "R6", "RColorBrewer", "rlang", "tibble", "tidyselect", "utf8", "vctrs", "withr" ], "_score": 6.857384825763559, "_indexed": true, "_nocasepkg": "clustmixtype", "_universes": [ "g-rho" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.5-1", "date": "2026-05-13T10:04:21.000Z", "distro": "noble", "commit": "83c6680f306a0b060be0cb5e253521502147ba2c", "fileid": "6fb3e28e654106cc25e3a9022d02a8e2b26e4686546290de6a5f6d0583a8bbf9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602" }, { "r": "4.6.0", "os": "linux", "version": "0.5-1", "date": "2026-05-13T10:04:20.000Z", "distro": "noble", "commit": "83c6680f306a0b060be0cb5e253521502147ba2c", "fileid": "d182669df46353741c12e97d362eda8d078753c53e6bd0b8d62eec6dfd2bdb07", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602" }, { "r": "4.5.3", "os": "mac", "version": "0.5-1", "date": "2026-05-13T10:10:36.000Z", "commit": "83c6680f306a0b060be0cb5e253521502147ba2c", "fileid": "d89331ef7dd5fdb601795ca42fb95ab6d68a66cce9bee544dec328b155d21eee", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602" }, { "r": "4.6.0", "os": "mac", "version": "0.5-1", "date": "2026-05-13T10:04:51.000Z", "commit": "83c6680f306a0b060be0cb5e253521502147ba2c", "fileid": "cfb05dcac111b3396f30db0114aff6205e4bd3455825f87d4544d0a0e30791a7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602" }, { "r": "4.7.0", "os": "win", "version": "0.5-1", "date": "2026-05-13T10:03:30.000Z", "commit": "83c6680f306a0b060be0cb5e253521502147ba2c", "fileid": "159c0d132b978711f69e043ff5324852e5ee3120a2c1612ea4fa9562f7812a8b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602" }, { "r": "4.5.3", "os": "win", "version": "0.5-1", "date": "2026-05-13T10:03:33.000Z", "commit": "83c6680f306a0b060be0cb5e253521502147ba2c", "fileid": "c6f094ba36c687a45915c7e0de8a85ab796fd56826f232755a66c29fcf5b11e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602" }, { "r": "4.6.0", "os": "win", "version": "0.5-1", "date": "2026-05-13T10:03:15.000Z", "commit": "83c6680f306a0b060be0cb5e253521502147ba2c", "fileid": "5240567e813e78419e3920c6ac9f5f745ee992771068d9d39de0d214a9774c47", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602" }, { "r": "4.6.0", "os": "wasm", "version": "0.5-1", "date": "2026-05-22T09:38:21.000Z", "commit": "83c6680f306a0b060be0cb5e253521502147ba2c", "fileid": "b8e087d0a96d1e1ff66b69312d43683a64854626499a471e9a1389beef3d4fe4", "status": "success", "buildurl": "https://github.com/r-universe/g-rho/actions/runs/25792032602" } ] }