{
  "_id": "6a1f1a69b401979e7341f12d",
  "Package": "Boruta",
  "Title": "Wrapper Algorithm for All Relevant Feature Selection",
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  "Description": "An all relevant feature selection wrapper algorithm. It\nfinds relevant features by comparing original attributes'\nimportance with importance achievable at random, estimated\nusing their permuted copies (shadows).",
  "License": "GPL (>= 2)",
  "URL": "https://gitlab.com/mbq/Boruta/",
  "RoxygenNote": "7.3.3",
  "Encoding": "UTF-8",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-16 11:05:45 UTC",
    "User": "root"
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  "Author": "Miron Bartosz Kursa [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-7672-648X>), Witold Remigiusz\nRudnicki [aut]",
  "Maintainer": "Miron Bartosz Kursa <m@mbq.me>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-05-16 10:40:56 UTC",
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    "author": "Miron Bartosz Kursa <m@mbq.me>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 10.0.0\n",
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    "email": "m@mbq.me",
    "orcid": "0000-0001-7672-648X"
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  "_dependencies": [
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      "package": "fru",
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    },
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      "role": "Suggests"
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    },
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      "role": "Suggests"
    },
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      "package": "survival",
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  "_usedby": 4,
  "_updates": [
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    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/Boruta"
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  "_mentions": 192,
  "_devurl": "https://gitlab.com/mbq/boruta",
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  "_rbuild": "4.6.0",
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    "extra/citation.html",
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    "extra/contents.json",
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  "_realowner": "cran",
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  "_releases": [
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      "date": "2009-12-06"
    },
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      "date": "2010-04-18"
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      "date": "2015-09-13"
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      "date": "2018-03-19"
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      "date": "2020-05-21"
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      "date": "2025-07-22"
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  "_exports": [
    "attStats",
    "Boruta",
    "conditionalTransdapter",
    "decohereTransdapter",
    "getConfirmedFormula",
    "getImpFerns",
    "getImpFruRaw",
    "getImpFruZ",
    "getImpLegacyRfGini",
    "getImpLegacyRfRaw",
    "getImpLegacyRfZ",
    "getImpRfGini",
    "getImpRfRaw",
    "getImpRfZ",
    "getNonRejectedFormula",
    "getSelectedAttributes",
    "imputeTransdapter",
    "plotImpHistory",
    "TentativeRoughFix"
  ],
  "_datasets": [
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      "name": "srx",
      "title": "Small redundant XOR data",
      "object": "srx",
      "file": "srx.rda",
      "class": [
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      ],
      "fields": [
        "A",
        "B",
        "N1",
        "N2",
        "N3",
        "AoB",
        "AnB",
        "nA",
        "Y"
      ],
      "rows": 32,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "attStats",
      "title": "Extract attribute statistics",
      "topics": [
        "attStats"
      ]
    },
    {
      "page": "Boruta",
      "title": "Feature selection with the Boruta algorithm",
      "topics": [
        "Boruta",
        "Boruta.default",
        "Boruta.formula"
      ]
    },
    {
      "page": "conditionalTransdapter",
      "title": "Conditional transdapter",
      "topics": [
        "conditionalTransdapter"
      ]
    },
    {
      "page": "decohereTransdapter",
      "title": "Decohere transdapter",
      "topics": [
        "decohereTransdapter"
      ]
    },
    {
      "page": "getFormulae",
      "title": "Export Boruta result as a formula",
      "topics": [
        "getConfirmedFormula",
        "getNonRejectedFormula"
      ]
    },
    {
      "page": "getImpFerns",
      "title": "Random Ferns importance",
      "topics": [
        "getImpFerns"
      ]
    },
    {
      "page": "getImpFru",
      "title": "Fru Random Forest importance adapters",
      "topics": [
        "getImFruRaw",
        "getImpFru",
        "getImpFruRaw",
        "getImpFruZ"
      ]
    },
    {
      "page": "getImpLegacyRf",
      "title": "randomForest importance adapters",
      "topics": [
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        "getImpLegacyRfGini",
        "getImpLegacyRfRaw",
        "getImpLegacyRfZ",
        "getLegacyImpRfRaw"
      ]
    },
    {
      "page": "getImpRf",
      "title": "Ranger Random Forest importance adapters",
      "topics": [
        "getImpRf",
        "getImpRfGini",
        "getImpRfRaw",
        "getImpRfZ"
      ]
    },
    {
      "page": "getSelectedAttributes",
      "title": "Extract names of the selected attributes",
      "topics": [
        "getSelectedAttributes"
      ]
    },
    {
      "page": "imputeTransdapter",
      "title": "Impute transdapter",
      "topics": [
        "imputeTransdapter"
      ]
    },
    {
      "page": "plot.Boruta",
      "title": "Plot Boruta object",
      "topics": [
        "plot.Boruta"
      ]
    },
    {
      "page": "plotImpHistory",
      "title": "Plot Boruta object as importance history",
      "topics": [
        "plotImpHistory"
      ]
    },
    {
      "page": "print.Boruta",
      "title": "Print Boruta object",
      "topics": [
        "print.Boruta"
      ]
    },
    {
      "page": "srx",
      "title": "Small redundant XOR data",
      "topics": [
        "srx"
      ]
    },
    {
      "page": "TentativeRoughFix",
      "title": "Rough fix of Tentative attributes",
      "topics": [
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      ]
    }
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      "title": "Boruta for those in a hurry",
      "engine": "utils::Sweave",
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      "created": "2018-07-17 16:10:15",
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