{
  "_id": "6a12b60aacfb0bcc41d1acac",
  "Package": "swa",
  "Title": "Subsampling Winner Algorithm for Classification",
  "Version": "0.8.1",
  "Authors@R": "c(person(\"Xingye\", \"Qiao\", email = \"qiao@math.binghamton.edu\", role = c(\"aut\", \"cre\")),person(\"Jiayang\", \"Sun\", email = \"jsun@case.edu\", role = c(\"aut\")),person(\"Yiying\", \"Fan\", email = \"Y.FAN67@csuohio.edu\", role = c(\"aut\")))",
  "Description": "This algorithm conducts variable selection in the\nclassification setting. It repeatedly subsamples variables and\nruns linear discriminant analysis (LDA) on the subsampled\nvariables. Variables are scored based on the AUC and the\nt-statistics. Variables then enter a competition and the\nsemi-finalist variables will be evaluated in a final round of\nLDA classification. The algorithm then outputs a list of\nvariable selected. Qiao, Sun and Fan (2017)\n<http://people.math.binghamton.edu/qiao/swa.html>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "RoxygenNote": "6.0.1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-24 08:23:02 UTC",
    "User": "root"
  },
  "Author": "Xingye Qiao [aut, cre], Jiayang Sun [aut], Yiying Fan [aut]",
  "Maintainer": "Xingye Qiao <qiao@math.binghamton.edu>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2017-10-18 16:10:37 UTC",
  "RemoteUrl": "https://github.com/cran/swa",
  "RemoteRef": "HEAD",
  "RemoteSha": "9f322c498d44bac448ea1639c14967373456bef5",
  "MD5sum": "4ee80d7a796388032de7325b6421bce0",
  "_user": "cran",
  "_type": "src",
  "_file": "swa_0.8.1.tar.gz",
  "_fileid": "baad2101619fd1e70d244371e8e440d6f5def0432e811dc89709b177f4b9b772",
  "_filesize": 94529,
  "_sha256": "baad2101619fd1e70d244371e8e440d6f5def0432e811dc89709b177f4b9b772",
  "_created": "2026-05-24T08:23:02.000Z",
  "_published": "2026-05-24T08:25:46.841Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77583415478,
      "time": 113,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7183629523"
    },
    {
      "job": 77583415476,
      "time": 132,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183631398"
    },
    {
      "job": 77583268982,
      "time": 160,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183617700"
    },
    {
      "job": 77583415465,
      "time": 99,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183628335"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/26356195885",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/swa",
  "_commit": {
    "id": "9f322c498d44bac448ea1639c14967373456bef5",
    "author": "Xingye Qiao <qiao@math.binghamton.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.8.1\n",
    "time": 1508343037
  },
  "_maintainer": {
    "name": "Xingye Qiao",
    "email": "qiao@math.binghamton.edu"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.3.1",
      "role": "Depends"
    },
    {
      "package": "ROCR",
      "role": "Depends"
    },
    {
      "package": "reshape",
      "role": "Depends"
    },
    {
      "package": "ggplot2",
      "role": "Depends"
    },
    {
      "package": "testthat",
      "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": 190,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/swa"
  },
  "_mentions": 1,
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/swa.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.8.1",
      "date": "2017-10-18"
    }
  ],
  "_exports": [
    "swa"
  ],
  "_help": [
    {
      "page": "swa",
      "title": "Subsampling Winner Algorithm for Variable Selection in the Classification Setting",
      "topics": [
        "swa"
      ]
    }
  ],
  "_rundeps": [
    "bitops",
    "caTools",
    "cli",
    "cpp11",
    "farver",
    "ggplot2",
    "glue",
    "gplots",
    "gtable",
    "gtools",
    "isoband",
    "KernSmooth",
    "labeling",
    "lifecycle",
    "plyr",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "reshape",
    "rlang",
    "ROCR",
    "S7",
    "scales",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_score": 1,
  "_indexed": true,
  "_nocasepkg": "swa",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.8.1",
      "date": "2026-05-24T08:24:47.000Z",
      "distro": "noble",
      "commit": "9f322c498d44bac448ea1639c14967373456bef5",
      "fileid": "8ce87db0af32792678f380e842253c3c8961ffe7d072171078ad6c945f84b5cd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26356195885"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.8.1",
      "date": "2026-05-24T08:25:03.000Z",
      "distro": "noble",
      "commit": "9f322c498d44bac448ea1639c14967373456bef5",
      "fileid": "b436c3583b5c766d8e769bfca761a203e2d79910a69a484e62628b4d64dea9fb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26356195885"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.8.1",
      "date": "2026-05-24T08:24:57.000Z",
      "commit": "9f322c498d44bac448ea1639c14967373456bef5",
      "fileid": "d8dc7c4a46f59285d4396300ebd2b263da89690122d6d44d71fa5d199de72e3a",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26356195885"
    }
  ]
}