{
  "_id": "6a1f3286b401979e73427f5f",
  "Package": "cheem",
  "Title": "Interactively Explore Local Explanations with the Radial Tour",
  "Version": "0.4.2",
  "Authors@R": "c(\nperson(\"Nicholas\", \"Spyrison\", role = c(\"aut\", \"cre\"),\nemail = \"spyrison@gmail.com\",\ncomment = c(ORCID = \"https://orcid.org/0000-0002-8417-0212\"))\n)",
  "Description": "Given a non-linear model, calculate the local explanation.\nWe purpose view the data space, explanation space, and model\nresiduals as ensemble graphic interactive on a shiny\napplication. After an observation of interest is identified,\nthe normalized variable importance of the local explanation is\nused as a 1D projection basis. The support of the local\nexplanation is then explored by changing the basis with the use\nof the radial tour <doi:10.32614/RJ-2020-027>;\n<doi:10.1080/10618600.1997.10474754>.",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/nspyrison/cheem/,\nhttps://nspyrison.github.io/cheem/",
  "BugReports": "https://github.com/nspyrison/cheem/issues",
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  "Repository": "https://nspyrison.r-universe.dev",
  "Date/Publication": "2025-09-17 21:43:43 UTC",
  "RemoteUrl": "https://github.com/nspyrison/cheem",
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  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-15 07:40:33 UTC",
    "User": "root"
  },
  "Author": "Nicholas Spyrison [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-8417-0212>)",
  "Maintainer": "Nicholas Spyrison <spyrison@gmail.com>",
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    "cheem_ls",
    "color_scale_of",
    "contains_nonnumeric",
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    "problem_type",
    "proto_basis1d_distribution",
    "radial_cheem_tour",
    "run_app",
    "subset_cheem",
    "sug_basis",
    "sug_manip_var"
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      "fields": [],
      "table": false,
      "tojson": true
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        "BsmtFin.SF.1",
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        "MFR",
        "Country",
        "Type",
        "Calories",
        "CalFat",
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        "Sugars_g",
        "Protein_g"
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      "table": true,
      "tojson": true
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      "fields": [],
      "table": false,
      "tojson": true
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      "class": [
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        "V2",
        "V3",
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        "V5",
        "V6",
        "V7",
        "V8",
        "V9",
        "V10"
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      "table": true,
      "tojson": true
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      "title": "Penguins xgb model predictions and shap values",
      "object": "penguin_xgb_pred",
      "class": [
        "numeric"
      ],
      "fields": [],
      "table": false,
      "tojson": true
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      "name": "penguin_xgb_shap",
      "title": "Penguins xgb model predictions and shap values",
      "object": "penguin_xgb_shap",
      "class": [
        "matrix",
        "array"
      ],
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        "bill_depth_mm",
        "flipper_length_mm",
        "body_mass_g"
      ],
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      "table": true,
      "tojson": true
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    {
      "page": "ames_rf_pred",
      "title": "Ames random forest model predictions and shap values",
      "topics": [
        "ames_rf_pred",
        "ames_rf_shap"
      ]
    },
    {
      "page": "amesHousing2018",
      "title": "Ames housing data 2018",
      "topics": [
        "amesHousing2018",
        "amesHousing2018_NorthAmes",
        "amesHousing2018_raw"
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    },
    {
      "page": "as_logical_index",
      "title": "Assure a full length logical index",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "as_logical_index"
      ]
    },
    {
      "page": "cheem_ls",
      "title": "Preprocessing for use in shiny app",
      "concept": [
        "cheem preprocessing"
      ],
      "topics": [
        "cheem_ls"
      ]
    },
    {
      "page": "chocolates",
      "title": "Chocolates dataset",
      "topics": [
        "chocolates"
      ]
    },
    {
      "page": "chocolates_svm_pred",
      "title": "Chocolate svm model predictions and shap values",
      "topics": [
        "chocolates_svm_pred",
        "chocolates_svm_shap"
      ]
    },
    {
      "page": "color_scale_of",
      "title": "Suggest a color and fill scale.",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "color_scale_of",
        "colour_scale_of"
      ]
    },
    {
      "page": "contains_nonnumeric",
      "title": "Check if a vector contains non-numeric character",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "contains_nonnumeric"
      ]
    },
    {
      "page": "devMessage",
      "title": "Development message",
      "topics": [
        "devMessage"
      ]
    },
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      "page": "global_view",
      "title": "Linked 'plotly' display, global view of data and attribution space.",
      "concept": [
        "cheem consumers"
      ],
      "topics": [
        "global_view"
      ]
    },
    {
      "page": "global_view_df_1layer",
      "title": "Create the plot data.frame for the global linked plotly display.",
      "topics": [
        "global_view_df_1layer"
      ]
    },
    {
      "page": "global_view_legwork",
      "title": "The legwork behind the scenes for the global view",
      "concept": [
        "cheem consumers"
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      "topics": [
        "global_view_legwork"
      ]
    },
    {
      "page": "ifDev",
      "title": "Evaluate if development",
      "topics": [
        "ifDev"
      ]
    },
    {
      "page": "is_discrete",
      "title": "Check if a vector is discrete",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "is_discrete"
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    },
    {
      "page": "is_diverging",
      "title": "Check if a vector diverges a value",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "is_diverging"
      ]
    },
    {
      "page": "linear_tform",
      "title": "Linear function to help set alpha opacity",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "linear_tform"
      ]
    },
    {
      "page": "logistic_tform",
      "title": "Logistic function to help set alpha opacity",
      "concept": [
        "cheem utility"
      ],
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        "logistic_tform"
      ]
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      "page": "model_performance",
      "title": "Extract higher level model performance statistics",
      "topics": [
        "model_performance"
      ]
    },
    {
      "page": "penguin_xgb_pred",
      "title": "Penguins xgb model predictions and shap values",
      "topics": [
        "penguin_xgb_pred",
        "penguin_xgb_shap"
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    {
      "page": "problem_type",
      "title": "The type of model for a given Y variable",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "problem_type"
      ]
    },
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      "page": "proto_basis1d_distribution",
      "title": "Adds the distribution of the row local attributions to a ggtour",
      "concept": [
        "ggtour proto"
      ],
      "topics": [
        "proto_basis1d_distribution"
      ]
    },
    {
      "page": "radial_cheem_tour",
      "title": "Cheem tour; 1D manual tour on the selected attribution",
      "concept": [
        "cheem consumers"
      ],
      "topics": [
        "radial_cheem_tour"
      ]
    },
    {
      "page": "run_app",
      "title": "Runs a shiny app demonstrating manual tours",
      "concept": [
        "cheem consumers"
      ],
      "topics": [
        "run_app"
      ]
    },
    {
      "page": "subset_cheem",
      "title": "Subset a cheem list",
      "concept": [
        "cheem preprocessing"
      ],
      "topics": [
        "subset_cheem"
      ]
    },
    {
      "page": "sug_basis",
      "title": "Suggest a 1D Basis",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "sug_basis"
      ]
    },
    {
      "page": "sug_manip_var",
      "title": "Suggest a manipulation variable",
      "concept": [
        "cheem utility"
      ],
      "topics": [
        "sug_manip_var"
      ]
    }
  ],
  "_readme": "https://github.com/nspyrison/cheem/raw/HEAD/README.md",
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    "askpass",
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    "class",
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