News Article Classification System
Features
- 🗂️ CSV file upload interface
- 📰 5-category classification: Business, Opinion, Political gossip, Sports, World news
- 🔍 Interactive Q&A about content
- 📊 Visual analytics dashboard
- 📥 Export classified results
Model Specifications
| Attribute | Details |
|---|---|
| Base Model | distilbert-base-uncased |
| Training Data | 1,022 Sri Lankan English articles |
| Validation Accuracy | 88.3% |
Performance
| Metric | Score |
|---|---|
| Precision | 87.9% |
| Recall | 88.1% |
| F1 | 88.0% |