{ "_id": "6a15652aacfb0bcc41d61940", "Package": "VDSM", "Type": "Package", "Title": "Visualization of Distribution of Selected Model", "Version": "0.1.1", "Authors@R": "c(\nperson(\"Linna\", \"Wang\", email=\"wang2l9@mail.uc.edu\",\nrole=c(\"aut\", \"cre\")),\nperson(\"Yichen\", \"Qin\",\nrole=\"aut\"))", "Description": "Although model selection is ubiquitous in scientific\ndiscovery, the stability and uncertainty of the selected model\nis often hard to evaluate. How to characterize the random\nbehavior of the model selection procedure is the key to\nunderstand and quantify the model selection uncertainty. This R\npackage offers several graphical tools to visualize the\ndistribution of the selected model. For example, Gplot(),\nHplot(), VDSM_scatterplot() and VDSM_heatmap(). To the best of\nour knowledge, this is the first attempt to visualize such a\ndistribution. About what distribution of selected model is and\nhow it work please see Qin,Y.and Wang,L. (2021) \"Visualization\nof Model Selection Uncertainty\"\n.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.1.1", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-26 09:14:26 UTC", "User": "root" }, "Author": "Linna Wang [aut, cre], Yichen Qin [aut]", "Maintainer": "Linna Wang ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2021-04-16 08:00:02 UTC", "RemoteUrl": "https://github.com/cran/VDSM", "RemoteRef": "HEAD", "RemoteSha": "3a6ebe4bb699497a9b664e4a9341bc747650cc93", "MD5sum": "d7be7742d58d081ff742adf38902829b", "_user": "cran", "_type": "src", "_file": "VDSM_0.1.1.tar.gz", "_fileid": "53b8342e92e45258c05d62b895986af2e354162ebf6d085955549dc302eb6655", "_filesize": 113940, "_sha256": "53b8342e92e45258c05d62b895986af2e354162ebf6d085955549dc302eb6655", "_created": "2026-05-26T09:14:26.000Z", "_published": "2026-05-26T09:17:30.118Z", "_distro": "noble", "_jobs": [ { "job": 77843486913, 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"role": "Imports" }, { "package": "plyr", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "grid", "role": "Imports" }, { "package": "viridis", "role": "Imports" }, { "package": "gridExtra", "role": "Imports" }, { "package": "knitr", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 171, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/VDSM" }, "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/VDSM.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.1.1", "date": "2021-04-16" } ], "_exports": [ "CheckInput", "DSM_plot", "Gplot", "Hplot", "VDSM_heatmap", "VDSM_scatterplot" ], "_datasets": [ { "name": "examplef", "title": "examplef", "object": "examplef", "class": [ "numeric" ], "fields": [], "table": false, "tojson": true }, { "name": "exampleX", "title": "exampleX", "object": "exampleX", "class": [ "matrix", "array" ], "fields": [ "x1", "x2", "x3", "x4", "x5", "x6", "x7", "x8" ], "rows": 30, "table": true, "tojson": true } ], "_help": [ { "page": "CheckInput", "title": "Check if the input is valid or not", "topics": [ "CheckInput" ] }, { "page": "DSM_plot", "title": "DSM_plot plot the naive visualization of the distribution of selected model", "topics": [ "DSM_plot" ] }, { "page": "examplef", "title": "examplef", "topics": [ "examplef" ] }, { "page": "exampleX", "title": "exampleX", "topics": [ "exampleX" ] }, { "page": "Gplot", "title": "Gplot.", "topics": [ "Gplot" ] }, { "page": "Groupinfo", "title": "Group the 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