地球资源数据云——数据资源详情
水稻品种分类
该数据集《Rice type classification》主要用于二分类任务，数据形态以文本为主。 题目说明：Dataset for classification of rice by type 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。 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：riceClassification.csv。 Context This is a set of data created for rice classification. I recommend using this dataset for educational purposes, for practice and to acquire the necessary knowledge. It is modified dataset from this resource: link Jasmine - 1, Gonen - 0. Content What's inside is more than just rows and columns. You can see rice details listed as column names. Description All attributes are numeric variables and they are listed bellow:
摘要概览
该数据集《Rice type classification》主要用于二分类任务，数据形态以文本为主。 题目说明：Dataset for classification of rice by type
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。
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：riceClassification.csv。
Context
This is a set of data created for rice classification. I recommend using this dataset for educational purposes, for practice and to acquire the necessary knowledge. It is modified dataset from this resource: link Jasmine - 1, Gonen - 0.
Content
What's inside is more than just rows and columns. You can see rice details listed as column names.
Description All attributes are numeric variables and they are listed bellow: