地球资源数据云——数据资源详情
鳄梨成熟度分类数据集
该数据集《Avocado Ripeness Classification Dataset》主要用于多分类任务，数据形态以图像为主，应用场景偏向农业场景。 题目说明：A carefully crafted synthetic dataset 任务类型：图像多分类。 建议流程：先检查类别分布与脏样本，再用迁移学习（如 ResNet/EfficientNet）建立基线。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：avocado_ripeness_dataset.csv。 Hass avocado is a popular variety of avocado known for its distinctive pebbly, dark green to black skin and creamy, buttery flesh when ripe. It's a large fruit, and is the most common commercial variety globally. A synthetic dataset simulating measurements designed for a classification task in predicting avocado ripeness stages using physical characteristics. Columns## 1. Features### | Column | Description | Measurement Method | Unit/Range | Biological Significance/<br>Key Patterns | | firmness | Resistance to penetration | Penetrometer | 10 - 100 N | - Hard: 80 - 100N (unripe)<br> - Ripe: 10 - 20N (soft) |
摘要概览
该数据集《Avocado Ripeness Classification Dataset》主要用于多分类任务，数据形态以图像为主，应用场景偏向农业场景。 题目说明：A carefully crafted synthetic dataset
任务类型：图像多分类。
建议流程：先检查类别分布与脏样本，再用迁移学习（如 ResNet/EfficientNet）建立基线。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：avocado_ripeness_dataset.csv。
Hass avocado is a popular variety of avocado known for its distinctive pebbly, dark green to black skin and creamy, buttery flesh when ripe. It's a large fruit, and is the most common commercial variety globally.
A synthetic dataset simulating measurements designed for a classification task in predicting avocado ripeness stages using physical characteristics. Columns##
1. Features###
| Column | Description | Measurement Method | Unit/Range | Biological Significance/<br>Key Patterns |
| firmness | Resistance to penetration | Penetrometer | 10 - 100 N | - Hard: 80 - 100N (unripe)<br> - Ripe: 10 - 20N (soft) |