地球资源数据云——数据资源详情
超过 11,500 条适用于 NLP 的孟加拉语新闻
该数据集《Over 11,500 Bangla News for NLP》主要用于多分类任务，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：This dataset, which contains over 11,500 news, is designed for machine learning 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：Bangla_news.csv。 The Bangla News Classification dataset is a large collection of text articles in the Bengali (Bangla) language from the Jamuna TV website. This dataset, which contains over 11,000 rows, is designed for machine learning and natural language processing (NLP) tasks. Key Features: Text Articles: A wide variety of news articles, including those on events, updates, and diverse topics. Categories: Articles are organized into five main categories: Sports
摘要概览
该数据集《Over 11,500 Bangla News for NLP》主要用于多分类任务，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：This dataset, which contains over 11,500 news, is designed for machine learning
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：Bangla_news.csv。
The Bangla News Classification dataset is a large collection of text articles in the Bengali (Bangla) language from the Jamuna TV website. This dataset, which contains over 11,000 rows, is designed for machine learning and natural language processing (NLP) tasks.
Key Features:
Text Articles: A wide variety of news articles, including those on events, updates, and diverse topics.
Categories: Articles are organized into five main categories:
Sports