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During a clustering\nprocess, medoids of clusters are used to update cluster centers\nin each iteration. Comparison between KQM and the method of\nrandomly selecting initial cluster centers shows that KQM is\nalmost always getting clustering results with smaller total sum\nsquares of distances.", "Collate": "AllClasses.R KQM.R C.f.R Dist.R", "License": "GPL-2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-21 08:28:34 UTC", "User": "root" }, "Author": "Yarong Yang [aut, cre], Nader Ebrahimi [ctb], Yoram Rubin\n[ctb], Jacob Zhang [ctb]", "Maintainer": "Yarong Yang ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-10-16 18:30:19 UTC", "RemoteUrl": "https://github.com/cran/KQM", "RemoteRef": "HEAD", "RemoteSha": "829320a4b5cec5dc22307e305a6da988ef37c635", "MD5sum": "f28ad828c4520f54431338fac0f47af4", "_user": "cran", "_type": "src", "_file": "KQM_1.1.1.tar.gz", "_fileid": "d84d5d12d7350130b2c8fa61b38643f18b6515f2fa1ef636261041ef3ff147bd", "_filesize": 110352, "_sha256": "d84d5d12d7350130b2c8fa61b38643f18b6515f2fa1ef636261041ef3ff147bd", "_created": "2026-05-21T08:28:34.000Z", "_published": "2026-05-21T20:31:59.855Z", "_distro": "noble", "_jobs": [ { "job": 77262911417, "time": 95, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7130915085" }, { "job": 77262911841, "time": 103, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7130917576" }, { "job": 77262910850, "time": 188, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7130880040" }, { "job": 77262911245, "time": 90, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7146511216" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26214563146", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/KQM", "_commit": { "id": "829320a4b5cec5dc22307e305a6da988ef37c635", "author": "Yarong Yang ", "committer": "cran-robot ", "message": "version 1.1.1\n", "time": 1760639419 }, "_maintainer": { "name": "Yarong Yang", "email": "yi.ya_yaya@hotmail.com" }, "_registered": true, "_dependencies": [ { "package": "methods", "role": "Depends" }, { "package": "MASS", "role": "Depends" }, { "package": "gtools", "role": "Depends" }, { "package": "cluster", "role": "Depends" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-42", "n": 1 } ], "_tags": [ { "name": "1.1.1", "date": "2025-10-16" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 166, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/KQM" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/KQM.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.1.1", "date": "2025-10-16" } ], "_exports": [ "C.f", "Dist", "KQM" ], "_help": [ { "page": "KQM-package", "title": "K Quantiles Medoids (KQM) Clustering.", "topics": [ "KQM-package" ] }, { "page": "C.f", "title": "Finding the center of a cluster.", "topics": [ "C.f" ] }, { "page": "Dist", "title": "Finding the distance between two observations.", "topics": [ "Dist" ] }, { "page": "KQM", "title": "K Quantiles Medoids (KQM) Clustering.", "topics": [ "KQM" ] }, { "page": "KQMobj-class", "title": "Class to contain the results from function KQM.", "topics": [ "KQMobj-class" ] } ], "_rundeps": [ "cluster", "gtools", "MASS" ], "_score": 1, "_indexed": true, "_nocasepkg": "kqm", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.1", "date": "2026-05-21T08:30:22.000Z", "distro": "noble", "commit": "829320a4b5cec5dc22307e305a6da988ef37c635", "fileid": "92f8937f3f26fa52607c6a194c689649ba857812a186661b64048b0b297d82b3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26214563146" }, { "r": "4.6.0", "os": "linux", "version": "1.1.1", "date": "2026-05-21T08:30:29.000Z", "distro": "noble", "commit": "829320a4b5cec5dc22307e305a6da988ef37c635", "fileid": "99b62e82876db21de2f61d76c0bb84fa6b757cfd00c1f4ebf004472361fd96a7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26214563146" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.1", "date": "2026-05-21T20:31:44.000Z", "commit": "829320a4b5cec5dc22307e305a6da988ef37c635", "fileid": "26f89e1648555aea1e7d5fa49c2f311940a55fc2e1ebcece84fb84b8aede1034", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26214563146" } ] }