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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