Welcome to the Fake News Detection App! This is a web application built to detect fake news using a machine learning algorithm. It has been trained on a dataset and tested to achieve more than 99% accuracy.
You can check out the Fake News Detection App by clicking here.
- Enter a news article in the provided text area.
- Click the "Detect" button to perform the prediction.
- The app will display whether the news article is predicted to be fake or not.
Please note that this application is developed as an attempt to showcase an end-to-end machine learning project. It is not intended for commercial use. Use the application at your own risk, and we are not responsible for any legal implications.
To run the Fake News Detection App locally, follow these steps:
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Clone this repository to your local machine.
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Install the required dependencies by running the following command: pip install -r requirements.txt
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Run the application using the following command: streamlit run FakenNewsApp.py
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The application will open in your web browser, and you can start using it.
Feel free to explore the code and make any modifications or improvements you desire.
I welcome any feedback or contributions to enhance the Fake News Detection App. If you have any suggestions, bug reports, or feature requests, please feel free to open an issue or submit a pull request.
I hope you find this application useful and insightful in detecting fake news!