decision_making/daily/classification/Apple_Quality_B2/info_mod.json

{
  "name": "Apple Quality",
  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
  "is_splited": false,
  "overall_size": 4000,
  "train_size": 0,
  "test_size": 0,
  "c_classes": 2,
  "n_classes": 7,
  "task_type": "classification",
  "target": "Quality",
  "cat_feature_intro": {},
  "num_feature_intro": {
    "A_id": "- A_id: Unique identifier for each fruit",
    "Size": "- Size: Size of the fruit",
    "Weight": "- Weight: Weight of the fruit",
    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
    "Acidity": "- Acidity: Acidity level of the fruit"
  },
  "evaluation_metric": null,
  "num_feature_value": {
    "A_id": [
      0.0,
      3999.0
    ],
    "Size": [
      -7.151703059,
      6.406366899
    ],
    "Weight": [
      -7.149847675,
      5.79071359
    ],
    "Sweetness": [
      -6.894485494,
      6.374915513
    ],
    "Crunchiness": [
      -6.055057805,
      7.619851801
    ],
    "Juiciness": [
      -5.961897048,
      7.364402864
    ],
    "Ripeness": [
      -5.864598918,
      7.237836684
    ],
    "Acidity": [
      -6.46098926,
      6.70139469
    ]
  },
  "cat_feature_value": {},
  "columns": [
    "A_id",
    "Size",
    "Weight",
    "Sweetness",
    "Crunchiness",
    "Juiciness",
    "Ripeness",
    "Acidity",
    "Quality"
  ],
  "feature_columns": [
    "A_id",
    "Size",
    "Weight",
    "Sweetness",
    "Crunchiness",
    "Juiciness",
    "Ripeness",
    "Acidity"
  ],
  "feature_types": {
    "A_id": "numeric",
    "Size": "numeric",
    "Weight": "numeric",
    "Sweetness": "numeric",
    "Crunchiness": "numeric",
    "Juiciness": "numeric",
    "Ripeness": "numeric",
    "Acidity": "numeric"
  },
  "open_text_feature_intro": {},
  "open_text_features": [],
  "missing_from_original_info": []
}