Machine Learning
Uses trained ML models to analyze text patterns and identify misinformation.
AI POWERED • MACHINE LEARNING
Fake News Detection
Analyze news articles using machine learning to detect whether they are
likely to be real or fake.
Prediction Result
The analysis result will appear here.
?
No article analyzed yet
Enter a news article and click "Check Article"
to see the prediction result.
Waiting for model
Browser-side model inference only — not independent fact verification.
Model-based Analysis
Uses TF-IDF features and Logistic Regression trained on labeled article text.
Instant Results
Get a classification and model probability in your browser.
Privacy Focused
Article text stays in your browser; the trained model file is downloaded to run inference locally.
How It Works
Paste a news article, run the analysis, then review the result thoughtfully. Automated classification is a signal, not a substitute for independent fact-checking.