akrishna5/capstone_project

"Fake News Detection Using Hybrid NLP Techniques And ML Algorithms"

Fake News Detection Using Hybrid NLP Techniques And ML Algorithms

• Capstone Project [Final-Year Project]
• A web application for fake news prediction.

To Run: [ VSCode + Python 3.10.11 (recommended) ]

• Download this github-repo files and the datasets (true.csv & false.csv)
• Open VSCode and run the "app.py" [ python app.py ]
• Click on the localhost address given by the output-terminal

Datasets used: https://www.kaggle.com/datasets/abkrishna05/fake-true-news-datasets

Performance Metrics:

• Accuracy - 83.429
• Precision - 82.207
• Recall - 85.060
• F1 Score - 83.609
• ROC AUC Score - 0.834

Made by:

1. Abhishek Krishna (20BDS0053)
2. Devendra Kumar (20BDS0068)
3. Jay Jain (20BDS0286)