{ "_id": "6a1d4b5d1d7bb097a0a4387d", "Package": "BayesCVI", "Type": "Package", "Title": "Bayesian Cluster Validity Index", "Version": "1.0.1", "Authors@R": "c(person(given = \"Nathakhun\",\nfamily = \"Wiroonsri\",\nemail = \"nathakhun.wir@kmutt.ac.th\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0003-2167-9641\")),\nperson(given =\"Onthada\",\nfamily = \"Preedasawakul\",\nemail = \"o.preedasawakul@gmail.com\",\nrole = c(\"cre\",\"aut\"),\ncomment = c(ORCID = \"0000-0002-4186-3158\")))", "Description": "Algorithms for computing and generating plots with and\nwithout error bars for Bayesian cluster validity index (BCVI)\n(O. Preedasawakul, and N. Wiroonsri, A Bayesian Cluster\nValidity Index, Computational Statistics & Data Analysis, 202,\n108053, 2025. ) based on\nseveral underlying cluster validity indexes (CVIs) including\nCalinski-Harabasz, Chou-Su-Lai, Davies-Bouldin, Dunn,\nPakhira-Bandyopadhyay-Maulik, Point biserial correlation, the\nscore function, Starczewski, and Wiroonsri indices for hard\nclustering, and Correlation Cluster Validity, the generalized\nC, HF, KWON, KWON2, Modified Pakhira-Bandyopadhyay-Maulik,\nPakhira-Bandyopadhyay-Maulik, Tang, Wiroonsri-Preedasawakul,\nWu-Li, and Xie-Beni indices for soft clustering. The package is\ncompatible with K-means, fuzzy C means, EM clustering, and\nhierarchical clustering (single, average, and complete\nlinkage). Though BCVI is compatible with any underlying\nexisting CVIs, we recommend users to use either WI or WP as the\nunderlying CVI.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-01 09:00:56 UTC", "User": "root" }, "Author": "Nathakhun Wiroonsri [aut]\n(), Onthada\nPreedasawakul [cre, aut]\n()", "Maintainer": "Onthada Preedasawakul ", "Repository": "https://o-preedasawakul.r-universe.dev", "Date/Publication": "2024-09-05 02:52:00 UTC", "RemoteUrl": "https://github.com/o-preedasawakul/bayescvi", "RemoteRef": "HEAD", "RemoteSha": "fe4b9ee20609440f3287798a17d0eafedf378447", "MD5sum": "cd0bbc1391b1e35f76631b3053417e89", "_user": "o-preedasawakul", "_type": "src", "_file": "BayesCVI_1.0.1.tar.gz", "_fileid": "615ed16a6aa2a8315487b0fa16490704c4365ab8165d1be754b66ee9a7b266d0", "_filesize": 603638, "_sha256": "615ed16a6aa2a8315487b0fa16490704c4365ab8165d1be754b66ee9a7b266d0", "_created": 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