| { | |
| "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": "Build a model to predict the quality rating of fruits using various attributes." | |
| }, | |
| "cat_feature_intro": { | |
| "Acidity": "- Acidity: Acidity level of the fruit", | |
| "Quality": "- Quality: Overall quality of the fruit." | |
| }, | |
| "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" | |
| }, | |
| "evaluation_metric": null, | |
| "num_feature_value": { | |
| "A_id": [ | |
| 0.0, | |
| 3999.0 | |
| ], | |
| "Crunchiness": [ | |
| -6.055057805, | |
| 7.619851801 | |
| ], | |
| "Juiciness": [ | |
| -5.961897048, | |
| 7.364402864 | |
| ], | |
| "Ripeness": [ | |
| -5.864598918, | |
| 7.237836684 | |
| ], | |
| "Size": [ | |
| -7.151703059, | |
| 6.406366899 | |
| ], | |
| "Sweetness": [ | |
| -6.894485494, | |
| 6.374915513 | |
| ], | |
| "Weight": [ | |
| -7.149847675, | |
| 5.79071359 | |
| ] | |
| }, | |
| "cat_feature_value": { | |
| "Acidity": "string", | |
| "Quality": [ | |
| "bad", | |
| "good" | |
| ] | |
| } | |
| } |