HeidiiYang/Africa-fake-news-detection

Domaine:

natural language processing

Type de record:

software

Créateur:

Hei

Hôte:

# Fake News Detection with Streamlit ## Overview A fake news detection application built with Python and NLP techniques, deployed using Streamlit for interactive visualisation. ## Features - Web scraping and text preprocessing (tokenisation, stopword removal, lowercasing); - TF-IDF–based text feature extraction for news articles; - Multiple supervised machine learning models were trained and evaluated for fake news classification, including Logistic Regression, Naive Bayes, Random Forest, and Gradient Boosting; - Interactive Streamlit interface for user input. **Live Demo:** africa-fake-news-detection-…

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