地球资源数据云——数据资源详情
蘑菇分类增强
该数据集《Mushroom Classification Enhanced》主要用于二分类任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明：Safe to eat or deadly poison? 任务类型：文本二分类。 建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。 注意事项：疑似存在类别不均衡，建议使用分层抽样、类别权重与 F1/Recall 指标。 可用文件：mushroom.csv。 NOTE The data for this competition is from the RAICOM Mission Application Competition and Mo in China, originating from https://www.kaggle.com/datasets/uciml/mushroom - classification/ The copyright of datasets belongs to the organizers of "RAICOM Mission Application Competition" Baseline The result of Official Baseline is:
摘要概览
该数据集《Mushroom Classification Enhanced》主要用于二分类任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明：Safe to eat or deadly poison?
任务类型：文本二分类。
建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。
注意事项：疑似存在类别不均衡，建议使用分层抽样、类别权重与 F1/Recall 指标。
可用文件：mushroom.csv。
NOTE
The data for this competition is from the RAICOM Mission Application Competition and Mo in China, originating from https://www.kaggle.com/datasets/uciml/mushroom - classification/
The copyright of datasets belongs to the organizers of "RAICOM Mission Application Competition"
Baseline
The result of Official Baseline is: