Fake-News-Detection

所属分类:特征抽取
开发工具:Jupyter Notebook
文件大小:11681KB
下载次数:0
上传日期:2021-09-05 07:26:55
上 传 者sh-1993
说明:  这个模型有助于使用机器学习算法识别假新闻或虚假信息,在这个模型中,我们有...
(This model helps to identify fake news or false information using machine learning algorithms, in this model we have used TF-IDF vectorizer to differentiate the news samples and then categorize them into fake or real. We have been able to achieve 90% accuracy.)

文件列表:
FakeNews.ipynb (155503, 2021-09-05)
demo.PNG (19174, 2021-09-05)
demo2.PNG (21902, 2021-09-05)
fake_or_real_news.csv.zip (11878107, 2021-09-05)
main.py (1521, 2021-09-05)

# Fake News Detection using Machine Learning Techniques This model helps to identify fake news or false information using machine learning algorithms, in this model we have used TF-IDF vectorizer to differentiate the news samples and then categorise them into fake or real. We have able to achieve 90% accuracy. ## Screenshots ![Screenshot](https://github.com/SwatejPatil/Fake-News-Detection/blob/main/demo.PNG) ![Screenshot](https://github.com/SwatejPatil/Fake-News-Detection/blob/main/demo2.PNG) [![Readme Card](https://github-readme-stats.vercel.app/api/pin/?username=SwatejPatil&repo=Fake-News-Detection&theme=default_repocard&show_owner=true)](https://github.com/SwatejPatil/Fake-News-Detection)

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