地球资源数据云——数据资源详情
垃圾邮件检测数据集（分类）
该数据集《Email Spam Detection Dataset (classification)》主要用于二分类任务，数据形态以文本为主，应用场景偏向文本内容分析。 题目说明：Spam/Ham Detection Dataset 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：spam.csv。 Context TO CLASSIFY THE MAIL AS SPAM OR HAM BY USING MACHINE OR DEEP LEARNING MODEL. Content This is the dataset in which some randomly mails are collected and classified as spam or ham .1st column contains spam/ham classification resr column have the mail itself
摘要概览
该数据集《Email Spam Detection Dataset (classification)》主要用于二分类任务，数据形态以文本为主，应用场景偏向文本内容分析。 题目说明：Spam/Ham Detection Dataset
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：spam.csv。
Context
TO CLASSIFY THE MAIL AS SPAM OR HAM BY USING MACHINE OR DEEP LEARNING MODEL.
Content
This is the dataset in which some randomly mails are collected and classified as spam or ham .1st column contains spam/ham classification resr column have the mail itself