Table 6. Multi-class classification results comparison using Gradient Boost.
| Performance metric | Benchmark | MIAS_TS | ||
|---|---|---|---|---|
| Lash & Zhao (2016) | Gao et al. (2019) | Ahmed, Waqas & Afzal (2020) | ||
| Accuracy | 0.804 | 0.841 | 0.567 | 0.924 |
| Precision | 0.810 | 0.843 | 0.579 | 0.926 |
| Recall | 0.805 | 0.841 | 0.567 | 0.927 |
| AUC | 0.856 | 0.879 | 0.663 | 0.944 |
| F1-Score | 0.810 | 0.843 | 0.567 | 0.926 |