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- main.py +6 -0
- project_settings.py +12 -0
- requirements.txt +2 -0
- spam_detect.py +6 -0
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.gitignore
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hub_datasets/
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README.md
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垃圾邮件, 垃圾短信息, 广告识别.
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### 参考数据来源
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垃圾邮件, 垃圾短信息, 广告识别.
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### 数据来源
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数据集从网上收集整理如下:
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| 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 |
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| :--- | :---: | :---: | :---: | :---: | :---: | :---: |
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| 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) |
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| 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) |
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| 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) |
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### 参考来源
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<details>
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<summary>参考的数据来源,展开查看</summary>
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<pre><code>
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https://huggingface.co/datasets/FredZhang7/all-scam-spam
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https://huggingface.co/datasets/Deysi/spam-detection-dataset
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https://huggingface.co/datasets/autoevaluate/autoeval-staging-eval-project-sms_spam-216c1ded-12215630
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https://huggingface.co/datasets/NotShrirang/email-spam-filter
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https://huggingface.co/datasets/sms_spam
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</code></pre>
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</details>
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main.py
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#!/usr/bin/python3
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# -*- coding: utf-8 -*-
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if __name__ == '__main__':
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pass
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project_settings.py
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#!/usr/bin/python3
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# -*- coding: utf-8 -*-
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import os
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from pathlib import Path
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project_path = os.path.abspath(os.path.dirname(__file__))
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project_path = Path(project_path)
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if __name__ == '__main__':
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pass
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requirements.txt
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datasets==2.10.1
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tqdm==4.66.1
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spam_detect.py
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#!/usr/bin/python3
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# -*- coding: utf-8 -*-
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if __name__ == '__main__':
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pass
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