| # News Article Classification System |
|
|
| ## Features |
| - ποΈ CSV file upload interface |
| - π° 5-category classification: Business, Opinion, Political gossip, Sports, World news |
| - π Interactive Q&A about content |
| - π Visual analytics dashboard |
| - π₯ 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% | |
|
|