Fake_news_detection

I have used PassiveAggressiveClassifier from sklearn
PassiveAggressiveClassifier:-Passive-Aggressive algorithms are generally used for large-scale learning. It is one of the few ‘online-learning algorithms.

Code was pretty simple to understand.

packages

pip install pandas
pip install numpy
pip install sklearn
pip install tkinter
pip install matplotlib

How to use

1. python det.py(Run the program).
2. Click on Train button and wait.
3. After finishing training then copy any text(news) from test.csv and fill in Textbox.
4. Click on Find Button.

Screenshots

Dataset which i have used

Here is full dataset(from kaggle)

References

1. Detecting Fake News With Python And Machine Learning


2. Detecting Fake News in Social Media Networks