{
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  "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/",
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  "Encoding": "UTF-8",
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  "Date/Publication": "2026-08-22 17:17:55 UTC",
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  "Packaged": {
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  "Maintainer": "Miron Bartosz Kursa <m@mbq.me>",
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    "orcid": "0000-0001-7672-648X"
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    "followers": 31,
    "description": "Only using GitHub to waste Microsoft resources. Find me on GitLab for the cool stuff (;"
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  "_realowner": "mbq",
  "_cranurl": true,
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      "date": "2009-12-06"
    },
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      "date": "2010-04-18"
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    {
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      "date": "2013-03-23"
    },
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      "version": "2.1.0",
      "date": "2013-04-25"
    },
    {
      "version": "3.0.0",
      "date": "2013-12-03"
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      "date": "2014-06-08"
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      "date": "2014-12-07"
    },
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      "version": "5.0.0",
      "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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    "Boruta",
    "conditionalTransdapter",
    "decohereTransdapter",
    "getConfirmedFormula",
    "getImpFerns",
    "getImpFruRaw",
    "getImpFruZ",
    "getImpLegacyRfGini",
    "getImpLegacyRfRaw",
    "getImpLegacyRfZ",
    "getImpRfGini",
    "getImpRfRaw",
    "getImpRfZ",
    "getNonRejectedFormula",
    "getSelectedAttributes",
    "imputeTransdapter",
    "plotImpHistory",
    "TentativeRoughFix"
  ],
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      "title": "Small redundant XOR data",
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        "B",
        "N1",
        "N2",
        "N3",
        "AoB",
        "AnB",
        "nA",
        "Y"
      ],
      "rows": 32,
      "table": true,
      "tojson": true
    }
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      "page": "attStats",
      "title": "Extract attribute statistics",
      "topics": [
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    {
      "page": "Boruta",
      "title": "Feature selection with the Boruta algorithm",
      "topics": [
        "Boruta",
        "Boruta.default",
        "Boruta.formula"
      ]
    },
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      ]
    },
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      "topics": [
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      ]
    },
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      "title": "Export Boruta result as a formula",
      "topics": [
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        "getNonRejectedFormula"
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    },
    {
      "page": "getImpFerns",
      "title": "Random Ferns importance",
      "topics": [
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      ]
    },
    {
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      "title": "Fru Random Forest importance adapters",
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        "getImpFru",
        "getImpFruRaw",
        "getImpFruZ"
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        "getImpLegacyRfGini",
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        "getLegacyImpRfRaw"
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        "getImpRfGini",
        "getImpRfRaw",
        "getImpRfZ"
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      "title": "Print Boruta object",
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