{
  "target_col": "label",
  "numeric_cols": [
    "N",
    "P",
    "K",
    "temperature",
    "humidity",
    "ph",
    "rainfall"
  ],
  "cat_cols": [],
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    "papaya",
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    "pomegranate",
    "rice",
    "watermelon"
  ],
  "label_classes": [
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    "banana",
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    "chickpea",
    "coconut",
    "coffee",
    "cotton",
    "grapes",
    "jute",
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    "mungbean",
    "muskmelon",
    "orange",
    "papaya",
    "pigeonpeas",
    "pomegranate",
    "rice",
    "watermelon"
  ],
  "use_smote": false,
  "optuna_best_params": {
    "n_estimators": 679,
    "max_depth": 11,
    "learning_rate": 0.1491643700183361,
    "subsample": 0.9942200798137729,
    "colsample_bytree": 0.8219727639354084,
    "gamma": 0.009290561506072492,
    "reg_lambda": 0.05810214543756159,
    "reg_alpha": 0.0030983439938857015
  }
}