{
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  "Title": "Contextual Importance and Utility",
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  "Date": "2025-06-04",
  "Maintainer": "Kary Främling <Kary.Framling@umu.se>",
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  "Description": "Implementation of the Contextual Importance and Utility\n(CIU) concepts for Explainable AI (XAI). A description of CIU\ncan be found in e.g. Främling (2020)\n<doi:10.1007/978-3-030-51924-7_4>.",
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  "Encoding": "UTF-8",
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  "Packaged": {
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    "User": "root"
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  "Author": "Kary Främling [aut, cre]",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2025-06-16 17:20:02 UTC",
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    "ciu.barplot",
    "ciu.contextual.influence",
    "ciu.contrastive",
    "ciu.explain",
    "ciu.explain.long.data.frame",
    "ciu.ggplot",
    "ciu.ggplot.col",
    "ciu.ggplot.contrastive",
    "ciu.list.to.frame",
    "ciu.meta.explain",
    "ciu.meta.result.new",
    "ciu.new",
    "ciu.pie",
    "ciu.plot",
    "ciu.plot.3D",
    "ciu.plots.beeswarm",
    "ciu.relative",
    "ciu.result.new",
    "ciu.textual",
    "ciu.to.CIU"
  ],
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    {
      "page": "ciu-package",
      "title": "ciu: Contextual Importance and Utility",
      "topics": [
        "ciu-package"
      ]
    },
    {
      "page": "ciu",
      "title": "Create 'ciu' object.",
      "topics": [
        "ciu"
      ]
    },
    {
      "page": "ciu.barplot",
      "title": "ciu.barplot",
      "topics": [
        "ciu.barplot"
      ]
    },
    {
      "page": "ciu.blackbox.new",
      "title": "Create CIU.BlackBox object",
      "topics": [
        "ciu.blackbox.new"
      ]
    },
    {
      "page": "ciu.contextual.influence",
      "title": "Get Contextual influence values",
      "topics": [
        "ciu.contextual.influence"
      ]
    },
    {
      "page": "ciu.contrastive",
      "title": "Create a contrastive explanation between two instances",
      "topics": [
        "ciu.contrastive"
      ]
    },
    {
      "page": "ciu.explain",
      "title": "Calculate CIU for specific instance",
      "topics": [
        "ciu.explain"
      ]
    },
    {
      "page": "ciu.explain.long.data.frame",
      "title": "Produce CIU explanations as \"long\" data.frame",
      "topics": [
        "ciu.explain.long.data.frame"
      ]
    },
    {
      "page": "ciu.ggplot",
      "title": "ciu.ggplot",
      "topics": [
        "ciu.ggplot"
      ]
    },
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      "page": "ciu.ggplot.col",
      "title": "CIU feature importance/utility plot using ggplot.",
      "topics": [
        "ciu.ggplot.col"
      ]
    },
    {
      "page": "ciu.ggplot.contrastive",
      "title": "Create contrastive ggplot",
      "topics": [
        "ciu.ggplot.contrastive"
      ]
    },
    {
      "page": "ciu.list.to.frame",
      "title": "ciu.list.to.frame",
      "topics": [
        "ciu.list.to.frame"
      ]
    },
    {
      "page": "ciu.meta.explain",
      "title": "ciu.meta.explain",
      "topics": [
        "ciu.meta.explain"
      ]
    },
    {
      "page": "ciu.meta.result.new",
      "title": "CIU meta-result object",
      "topics": [
        "ciu.meta.result.new"
      ]
    },
    {
      "page": "ciu.new",
      "title": "Create CIU object",
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        "ciu.new"
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    },
    {
      "page": "ciu.pie",
      "title": "ciu.pie",
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      ]
    },
    {
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      "title": "ciu.plot",
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      ]
    },
    {
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        "ciu.plot.3D"
      ]
    },
    {
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        "ciu.plots.beeswarm"
      ]
    },
    {
      "page": "ciu.relative",
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        "ciu.relative"
      ]
    },
    {
      "page": "ciu.result.new",
      "title": "CIU result object",
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        "ciu.result.new"
      ]
    },
    {
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      "title": "Give textual CIU explanation",
      "topics": [
        "ciu.textual"
      ]
    },
    {
      "page": "ciu.to.CIU",
      "title": "Create 'CIU' object from 'ciu' object.",
      "topics": [
        "ciu.to.CIU"
      ]
    }
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  "_nocasepkg": "ciu",
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