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Results of the XGBoost model for the 1 February 2023 to 15 May 2023 test dataset.
| Durations | Evaluation Metrics | |||
|---|---|---|---|---|
| Precision (%) | Recall (%) | F1-Score (%) | Support | |
| Very Short | 99.220 | 98.293 | 98.754 | 8026 |
| Short | 96.088 | 97.107 | 96.595 | 6222 |
| Medium | 96.531 | 97.007 | 96.768 | 5679 |
| Long | 98.576 | 98.141 | 98.358 | 4303 |
| Macro Avg | 97.604 | 97.637 | 97.619 | 24,230 |
| Weighted Avg | 97.671 | 97.660 | 97.664 | 24,230 |
| Accuracy | 97.660% | 24,230 | ||
