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Use Machine Learning and Sentiment Analysis to classify news as real or fake! - created by madhusivaraj

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FakeNews-Classifier

Set Up:

  • Use pip to install any packages that are not on your machine
  • Run fake_news.py on any IDE or text-editor!

Data:

The data used in this program was from the following Kaggle dataset: https://www.kaggle.com/c/fake-news/data

Machine Learning Model

This model has about a 87.6% accuracy of predicting the reliability of news sources using their headlines.

Credits

Credit to Madhu Sivaraj for the inspiration and base code behind this program!

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Use Machine Learning and Sentiment Analysis to classify news as real or fake! - created by madhusivaraj

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