Table 6.
Performance comparison of the ablation study on a significant feature set.
| # of Features | Description of the Feature Set | Accuracy (%) | F1-Score (%) |
|---|---|---|---|
| 70 | All features (long: 13, short: 57) | 93.38 | 93.34 |
| 58 | All features without Change quantiles | 87.69 | 85.46 |
| 58 | Long: Top 9 features, Short: Top 49 features | 91.55 | 90.31 |
| 34 | Long: Top 6 features, Short: Top 28 features | 84.24 | 82.40 |
| 0 | None | 82.59 | 82.47 |