Fake News Detector
AI/MLNLP and machine learning system that classifies news articles as real or fake.
Key Features
- Dual-model detection: Logistic Regression and LSTM
- LIME explainability showing which words drive the verdict
- Trained on 121K+ articles from 5 Kaggle datasets
- FAKE vs REAL verdict with confidence
Project Info
- Category
- AI/ML
- Tech Stack
- Python
- NLP
- Scikit-learn
- NLTK
- Machine Learning
Project Gallery
Project Overview
AI-powered fake news detection system using NLP and machine learning. Classifies news articles as real or fake with high accuracy using advanced text analysis.
Results & Outcome
Reported test accuracy: Logistic Regression 98.72%, LSTM 98.83%.