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---
license: apache-2.0
---
## 垃圾信息检测
垃圾邮件, 垃圾短信息, 广告识别.
### 数据来源
数据集从网上收集整理如下:
| 数据 | 语言 | 任务类型 | 原始数据/项目地址 | 样本个数 | 原始数据描述 | 替代数据下载地址 |
| :--- | :---: | :---: | :---: | :---: | :---: | :---: |
| sms_spam | 英语 | 垃圾短信分类 | [SMS Spam Collection](https://archive.ics.uci.edu/dataset/228/sms+spam+collection); [SMS Spam Collection Dataset](https://www.kaggle.com/datasets/uciml/sms-spam-collection-dataset) | 5,574 | SMS 垃圾邮件集合是一组公开的 SMS 标记消息，为移动电话垃圾邮件研究而收集。 | [sms_spam](https://huggingface.co/datasets/sms_spam) |
| spam_assassin | 英语 | 垃圾邮件分类 | [Apache SpamAssassin’s public datasets](https://spamassassin.apache.org/old/publiccorpus/); [Spam or Not Spam Dataset](https://www.kaggle.com/datasets/ozlerhakan/spam-or-not-spam-dataset) | | 这是一组邮件消息，适合用于测试垃圾邮件过滤系统。 | [SpamAssassin](https://huggingface.co/datasets/talby/spamassassin) |
| enron_spam | 英语 | 垃圾邮件分类 | [enron_spam_data](https://github.com/MWiechmann/enron_spam_data); [Enron-Spam](https://www2.aueb.gr/users/ion/data/enron-spam/); [spam-mails-dataset](https://www.kaggle.com/datasets/venky73/spam-mails-dataset) | 17,171 spam; 16,545 ham | Enron-Spam 数据集是 V. Metsis、I. Androutsopoulos 和 G. Paliouras 收集的绝佳资源 | [enron_spam](https://huggingface.co/datasets/SetFit/enron_spam) |
### 参考来源
<details>
<summary>参考的数据来源,展开查看</summary>
<pre><code>
https://huggingface.co/datasets/FredZhang7/all-scam-spam
https://huggingface.co/datasets/Deysi/spam-detection-dataset
https://huggingface.co/datasets/autoevaluate/autoeval-staging-eval-project-sms_spam-216c1ded-12215630
https://huggingface.co/datasets/NotShrirang/email-spam-filter
https://huggingface.co/datasets/sms_spam
</code></pre>
</details>
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