Version: v1.0.0-debug

SpotLiar - Debug APK Release Notes

Version: v1.0.0-debug

Release Date: November 19, 2025

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📱 About

AI-powered fake news detector using Machine Learning and NLP. Verify news instantly with 70%+ accuracy on 10,000+ trained statements.

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✨ Features

• Real-time News Verification with confidence scores
• 5 ML Algorithms - Naive Bayes, Logistic Regression, SVM, SGD, Random Forest
• Material Design 3 UI built with Jetpack Compose
• Pre-configured API - Connects to https://spotliar.onrender.com
• Works on WiFi & Mobile Data

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📦 Installation

1. Download app-debug.apk
2. Enable "Install from Unknown Sources" in device settings
3. Install and launch
4. Minimum: Android 7.0+ required

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🎯 Usage

1. Enter news text
2. Tap Verify
3. Get instant Real/Fake classification with confidence %

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⚠️ Debug Build Notice

• For testing and feedback only
• Not for production use
• Contains debug logging and symbols

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🐛 Known Issues

• English language only
• API may have cold starts (free tier)
• Best results with political statements (trained on LIAR dataset)

Report issues: https://github.com/w0lzard/SpotLiar/issues

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🔮 Coming Soon

• Deep learning models (BERT/GPT)
• Multi-language support
• Offline mode
• History tracking

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📄 License

MIT License | [Full Repository](https://github.com/w0lzard/SpotLiar)

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Thank you for testing SpotLiar! 🛡️