{
  "source": {
    "url": "https://archive.ics.uci.edu/static/public/73/mushroom.zip",
    "sha256": "face32f32647e0d939f6233f36dd30dd5d619ae9f3f9b8e10bea4ac7e1f60b1a",
    "member": "agaricus-lepiota.data"
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  "versions": {
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    "pandas": "3.0.6",
    "scikit-learn": "1.9.1",
    "shap": "0.52.0",
    "xgboost": "3.0.5",
    "catboost": "1.2.10",
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  "features": [
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    "bruises",
    "odor",
    "gill-attachment",
    "gill-spacing",
    "gill-size",
    "gill-color",
    "stalk-shape",
    "stalk-root",
    "stalk-surface-above-ring",
    "stalk-surface-below-ring",
    "stalk-color-above-ring",
    "stalk-color-below-ring",
    "veil-type",
    "veil-color",
    "ring-number",
    "ring-type",
    "spore-print-color",
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    "habitat"
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  "shape": [
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  "first_row_index": 4632,
  "first_odor": "f",
  "first_odor_phi": 5.730943123398032,
  "first_margin": 7.545562909026695,
  "max_reconstruction_error": 7.105427357601002e-15
}