{
  "_id": "6ac4c740f511ae58c09a1359",
  "Package": "sivs",
  "Type": "Package",
  "Title": "Stable Iterative Variable Selection",
  "Version": "0.2.11",
  "Date": "2025-05-10",
  "Encoding": "UTF-8",
  "Authors@R": "c(person(given = \"Mehrad\", family = \"Mahmoudian\",\nrole = c(\"aut\", \"cre\"),\nemail = \"m.mahmoudian@gmail.com\",\ncomment = c(ORCID = \"0000-0001-7650-1862\")),\nperson(given = \"Mikko\", family = \"Venäläinen\",\nrole = c(\"aut\", \"rev\"),\nemail = \"\",\ncomment = c(ORCID = \"0000-0003-1777-4259\")),\nperson(given = \"Riku\", family = \"Klèn\",\nrole = c(\"aut\", \"ths\"),\nemail = \"\",\ncomment = c(ORCID = \"0000-0002-0982-8360\")),\nperson(given = \"Laura\", family = \"Elo\",\nrole = c(\"aut\", \"ths\", \"fnd\"),\nemail = \"\",\ncomment = c(ORCID = \"0000-0001-5648-4532\")))",
  "Description": "An iterative feature selection method that internally\nutilizes various Machine Learning methods that have embedded\nfeature reduction in order to shrink down the feature space\ninto a small and yet robust set.",
  "License": "GPL-3",
  "URL": "https://github.com/mmahmoudian/sivs,\nhttps://doi.org/10.1093/bioinformatics/btab501",
  "BugReports": "https://github.com/mmahmoudian/sivs/issues",
  "RoxygenNote": "7.3.2",
  "VignetteBuilder": "markdown, knitr",
  "Repository": "https://mmahmoudian.r-universe.dev",
  "Date/Publication": "2025-05-13 10:09:34 UTC",
  "RemoteUrl": "https://github.com/mmahmoudian/sivs",
  "RemoteRef": "HEAD",
  "RemoteSha": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-06 09:59:28 UTC",
    "User": "root"
  },
  "Author": "Mehrad Mahmoudian [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-7650-1862>),\nMikko Venäläinen [aut, rev] (ORCID:\n<https://orcid.org/0000-0003-1777-4259>),\nRiku Klèn [aut, ths] (ORCID: <https://orcid.org/0000-0002-0982-8360>),\nLaura Elo [aut, ths, fnd] (ORCID:\n<https://orcid.org/0000-0001-5648-4532>)",
  "Maintainer": "Mehrad Mahmoudian <m.mahmoudian@gmail.com>",
  "_user": "mmahmoudian",
  "_type": "src",
  "_file": "sivs_0.2.11.tar.gz",
  "_fileid": "https://r2.ropensci.org/1fe369506acc457d7a8d856e115a51b4543aa07566a8e8684bfa9585a38b2dbc",
  "_filesize": 482980,
  "_sha256": "1fe369506acc457d7a8d856e115a51b4543aa07566a8e8684bfa9585a38b2dbc",
  "_expires": "2027-01-14T10:02:39.000Z",
  "_created": "2026-10-06T09:59:28.000Z",
  "_published": "2026-10-06T10:02:40.723Z",
  "_jobs": [
    {
      "job": 112213437066,
      "time": 149,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11403536809"
    },
    {
      "job": 112213437186,
      "time": 152,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11403931582"
    },
    {
      "job": 112213437207,
      "time": 126,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11403501871"
    },
    {
      "job": 112213437224,
      "time": 99,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11404091141"
    },
    {
      "job": 112212064330,
      "time": 221,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11403681301"
    },
    {
      "job": 112213437129,
      "time": 105,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11404480036"
    },
    {
      "job": 112213437295,
      "time": 90,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11403224740"
    },
    {
      "job": 112213437250,
      "time": 79,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11403906319"
    },
    {
      "job": 112213437146,
      "time": 66,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11403821205"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650",
  "_status": "success",
  "_upstream": "https://github.com/mmahmoudian/sivs",
  "_commit": {
    "id": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
    "author": "Mehrad Mahmoudian <m.mahmoudian@gmail.com>",
    "committer": "Mehrad Mahmoudian <m.mahmoudian@gmail.com>",
    "message": "[fix] the vignette will not break if the data URL is not reachable\n",
    "time": 1747130974
  },
  "_maintainer": {
    "name": "Mehrad Mahmoudian",
    "email": "m.mahmoudian@gmail.com",
    "login": "mmahmoudian",
    "mastodon": "@Mehrad@fosstodon.org",
    "twitter": "@mmahmoudian",
    "description": "I only use Github for community projects and contributions. My main repos are on Codeberg.org (link on my website). ",
    "uuid": 390889,
    "orcid": "0000-0001-7650-1862"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "doParallel",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "foreach",
      "role": "Imports"
    },
    {
      "package": "glmnet",
      "role": "Imports"
    },
    {
      "package": "pROC",
      "role": "Imports"
    },
    {
      "package": "varhandle",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "markdown",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    }
  ],
  "_owner": "mmahmoudian",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 5,
  "_contributors": [
    {
      "user": "mmahmoudian",
      "count": 101,
      "uuid": 390889
    }
  ],
  "_userbio": {
    "uuid": 390889,
    "type": "user",
    "name": "Mehrad Mahmoudian",
    "followers": 67,
    "description": "I only use Github for community projects and contributions. My main repos are on Codeberg.org (link on my website). "
  },
  "_downloads": {
    "count": 301,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sivs"
  },
  "_devurl": "https://github.com/mmahmoudian/sivs",
  "_searchresults": 8,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/sivs.html"
  ],
  "_homeurl": "https://github.com/mmahmoudian/sivs",
  "_realowner": "mmahmoudian",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2.2",
      "date": "2020-10-06"
    },
    {
      "version": "0.2.3",
      "date": "2020-10-15"
    },
    {
      "version": "0.2.4",
      "date": "2020-11-05"
    },
    {
      "version": "0.2.5",
      "date": "2021-07-20"
    },
    {
      "version": "0.2.6",
      "date": "2023-02-02"
    },
    {
      "version": "0.2.7",
      "date": "2023-02-06"
    },
    {
      "version": "0.2.9",
      "date": "2023-03-23"
    },
    {
      "version": "0.2.10",
      "date": "2023-10-31"
    },
    {
      "version": "0.2.11",
      "date": "2025-05-10"
    }
  ],
  "_exports": [
    "is.sivs",
    "sivs",
    "suggest"
  ],
  "_help": [],
  "_readme": "https://github.com/mmahmoudian/sivs/raw/HEAD/README.md",
  "_rundeps": [
    "codetools",
    "doParallel",
    "foreach",
    "glmnet",
    "iterators",
    "lattice",
    "Matrix",
    "pROC",
    "Rcpp",
    "RcppEigen",
    "shape",
    "survival",
    "varhandle"
  ],
  "_vignettes": [
    {
      "source": "vignette_simple_usage.Rmd",
      "filename": "vignette_simple_usage.html",
      "title": "Stable Iterative Variable Selection (SIVS)",
      "engine": "knitr::knitr",
      "headings": [
        "Tutorial of basic Usage",
        "Description",
        "Download and read dataset",
        "Explore, Pre-process, and clean data",
        "Using SIVS"
      ],
      "created": "2020-09-11 20:43:11",
      "modified": "2025-05-13 10:09:34",
      "commits": 5
    }
  ],
  "_score": 4.3979400086720375,
  "_indexed": true,
  "_nocasepkg": "sivs",
  "_universes": [
    "mmahmoudian"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.11",
      "date": "2026-10-06T10:01:58.000Z",
      "distro": "resolute",
      "commit": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
      "fileid": "https://r2.ropensci.org/300063ac579fa18c996d80b9acdf860dee74980c2a8ba4f99f496c5ab654b58b",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2.11",
      "date": "2026-10-06T10:02:00.000Z",
      "distro": "resolute",
      "commit": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
      "fileid": "https://r2.ropensci.org/add1cb5fc22fdebe1fbff892515994a4fdfc4c8e583079c859de370d6a660016",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.11",
      "date": "2026-10-06T10:01:40.000Z",
      "commit": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
      "fileid": "https://r2.ropensci.org/188571ddb3be4828acf0b1592bf76baafedc5fb3c42910dd53486f697afe864a",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.2.11",
      "date": "2026-10-06T10:01:20.000Z",
      "commit": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
      "fileid": "https://r2.ropensci.org/c02e10c4e09ee0ee8d4c84a4b9b36fca3e97737c8a5bdcd3960636c7fcc53faf",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.11",
      "date": "2026-10-06T10:01:33.000Z",
      "commit": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
      "fileid": "https://r2.ropensci.org/a9260aca271be99978afd69f79a65864415f37c0e63a5dd24bd5d202dae5cf08",
      "status": "success",
      "buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.11",
      "date": "2026-10-06T10:00:55.000Z",
      "commit": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
      "fileid": "https://r2.ropensci.org/d5c0381e45256968d3cae082153dadf6beb34e025f00538beae33c4faf745388",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.11",
      "date": "2026-10-06T10:00:42.000Z",
      "commit": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
      "fileid": "https://r2.ropensci.org/e63d68417eb55b947d1521f38d740063dac43ab0102fc2bbdbf9b13935cc4d78",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.2.11",
      "date": "2026-10-06T10:00:30.000Z",
      "commit": "cf2839d704fc57d5ac61abc3160dae2069c69a9d",
      "fileid": "https://r2.ropensci.org/ced5a0db166c81baf7726dedaf40bbdcb6bd4198d87520c4285e833a173b6fc0",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/mmahmoudian/actions/runs/37446334650"
    }
  ]
}