TABLE 2.
Results of the compared methods.
| Methods | AUC | AUPR | Accuracy | F1-score |
|---|---|---|---|---|
| BANSMDA | 0.98011 ± 0.0023 | 0.64431 ± 0.0032 | 0.91245 | 0.47276 |
| MOSFL-LNP | 0.93062 ± 0.0012 | 0.62327 ± 0.0013 | 0.91269 | 0.44111 |
| LRLSHMDA | 0.85827 ± 0.0035 | 0.36511 ± 0.0312 | 0.84887 | 0.27597 |
| BIRWMP | 0.85669 ± 0.0015 | 0.36395 ± 0.0156 | 0.91008 | 0.36711 |
| NTSHMDA | 0.77131 ± 0.0020 | 0.0768 ± 0.0153 | 0.73452 | 0.08913 |
| KATZHMDA | 0.83502 ± 0.0034 | 0.23771 ± 0.0048 | 0.88393 | 0.08701 |
| HMDA_PRED | 0.91875 ± 0.0026 | 0.21276 ± 0.0074 | 0.80877 | 0.18082 |
The bold values are the maximum values of each column.