地球资源数据云——数据资源详情
新闻 文章 NLP 和 ML 分类数据集
该数据集《News Articles Classification Dataset for NLP & ML》主要用于多分类任务，数据形态以文本为主，应用场景偏向金融风控。 题目说明："A Comprehensive Dataset of 5 Different News Categories with Detailed Content 任务类型：文本多分类。 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：business_data.csv, education_data.csv, entertainment_data.csv 等 5 个文件。 This dataset offers a comprehensive collection of news articles spanning various domains including Business, Technology, Sports, Education and Entertainment .The data is web scraped from the famous news magazine "The Indian Express". Credits :The Indian Express Note : This dataset contains a comprehensive collection of news articles focusing exclusively on events, developments, and topics related to India. Uses : The Multi - Category News dataset offers a rich resource for NLP and ML practitioners, providing a diverse collection of textual data across multiple domains. This dataset can be valuable for NLP and ML tasks which includes,
摘要概览
该数据集《News Articles Classification Dataset for NLP & ML》主要用于多分类任务，数据形态以文本为主，应用场景偏向金融风控。 题目说明："A Comprehensive Dataset of 5 Different News Categories with Detailed Content
任务类型：文本多分类。
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：business_data.csv, education_data.csv, entertainment_data.csv 等 5 个文件。
This dataset offers a comprehensive collection of news articles spanning various domains including Business, Technology, Sports, Education and Entertainment .The data is web scraped from the famous news magazine "The Indian Express".
Credits :The Indian Express
Note : This dataset contains a comprehensive collection of news articles focusing exclusively on events, developments, and topics related to India.
Uses :
The Multi - Category News dataset offers a rich resource for NLP and ML practitioners, providing a diverse collection of textual data across multiple domains. This dataset can be valuable for NLP and ML tasks which includes,