{ "_id": "6aaafb9e3d719c1f8406a777", "Package": "sclValid", "Title": "Ensemble Validation and Ranking of Clustering Methods", "Version": "0.1.1", "Authors@R": "c(\nperson(\ngiven = \"Owen\",\nfamily = \"Visser\",\nrole = c(\"aut\", \"cre\"),\nemail = \"owviss@gmail.com\"\n),\nperson(\ngiven = \"Somnath\",\nfamily = \"Datta\",\nrole = c(\"aut\", \"ctb\")\n),\nperson(\ngiven = \"Justina\",\nfamily = \"Žurauskienė\",\nrole = \"ctb\",\ncomment = \"pcaReduce compatibility code adapted from the pcaReduce package\"\n),\nperson(\ngiven = \"Christopher\",\nfamily = \"Yau\",\nrole = \"ctb\",\ncomment = \"pcaReduce compatibility code adapted from the pcaReduce package\"\n)\n)", "Description": "Provides methods for evaluating and comparing clustering\nresults, with an emphasis on sample-level clustering where\nobservations are treated as the units being clustered and\nperturbation is performed by removing samples. The package\nimplements internal, stability, and external validation\nmeasures and supports the comparison and ranking of clustering\nprocedures across tuning parameter choices. It is conceptually\nrelated to the 'clValid' package, which assesses clustering\nstability by perturbing features; in contrast, this package\nfocuses on perturbing the samples being clustered, making the\nvalidation framework suitable for applications such as\nsingle-cell clustering where samples or cells are the primary\nunits of interest. Methods are based in part on Visser and\nDatta (2025) .", "License": "GPL (>= 3)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "Config/roxygen2/version": "8.1.0", "LazyData": "true", "Config/pak/sysreqs": "libglpk-dev libpng-dev libxml2-dev libssl-dev\npython3 zlib1g-dev", "Repository": "https://owenvisser.r-universe.dev", "Date/Publication": "2026-09-16 17:52:56 UTC", "RemoteUrl": "https://github.com/owenvisser/sclvalid", "RemoteRef": "HEAD", "RemoteSha": "f3478141981c25cc28e8ce3e0e67c13485ee57d3", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-09-16 20:20:40 UTC", "User": "root" }, "Author": "Owen Visser [aut, cre],\nSomnath Datta [aut, ctb],\nJustina Žurauskienė [ctb] (pcaReduce compatibility code adapted from\nthe pcaReduce package),\nChristopher Yau [ctb] (pcaReduce compatibility code adapted from the\npcaReduce package)", "Maintainer": "Owen Visser ", "_user": "owenvisser", "_type": "src", "_file": "sclValid_0.1.1.tar.gz", "_fileid": 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