{ "_id": "6a102035acfb0bcc41c8b78e", "Package": "bootcluster", "Type": "Package", "Title": "Bootstrapping Estimates of Clustering Stability", "Version": "0.4.2", "Authors@R": "c(person(given = \"Han\",\nfamily = \"Yu\",\nrole = \"aut\"),\nperson(given = \"Mingmei\",\nfamily = \"Tian\",\nrole = \"aut\"),\nperson(given = \"Tianmou\",\nfamily = \"Liu\",\nrole = c(\"aut\",\"cre\"),\nemail = \"tianmouliu@outlook.com\",\ncomment = c(ORCID = \"0000-0003-3584-0483\"))\n)", "Description": "Implementation of the bootstrapping approach for the\nestimation of clustering stability and its application in\nestimating the number of clusters, as introduced by Yu et al\n(2016). Implementation of the\nnon-parametric bootstrap approach to assessing the stability of\nmodule detection in a graph, the extension for the selection of\na parameter set that defines a graph from data in a way that\noptimizes stability and the corresponding visualization\nfunctions, as introduced by Tian et al (2021)\n. Implemented out-of-bag stability\nestimation function and k-select Smin-based k-selection\nfunction as introduced by Liu et al (2022)\n. Implemented ensemble clustering method\nbased-on k-means clustering method, spectral clustering method\nand hierarchical clustering method.", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-14 06:29:18 UTC", "User": "root" }, "Author": "Han Yu [aut], Mingmei Tian [aut], Tianmou Liu [aut, cre]\n(ORCID: )", "Maintainer": "Tianmou Liu ", "Config/pak/sysreqs": "libglpk-dev libicu-dev libxml2-dev libssl-dev", "Repository": "https://tianmoul.r-universe.dev", "Date/Publication": "2025-06-17 13:42:37 UTC", "RemoteUrl": "https://github.com/tianmoul/bootcluster", "RemoteRef": "HEAD", "RemoteSha": "b39b4fb801c48f147a7a1850f8a11a276e86393e", "MD5sum": "4f8dd112fe248874c0155d41b0144a44", "_user": "tianmoul", "_type": "src", "_file": "bootcluster_0.4.2.tar.gz", "_fileid": "7b84aba77647718abebce67fc1019db84e55e63e26846329b3556787aae29a7f", "_filesize": 171843, "_sha256": 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