Table 1 Classification metrics for Ayu, pSORTb3 and BUSCA
Precision (Cyto) | Recall (Cyto) | Precision (Peri) | Recall (Peri) | Precision (Extr) | Recall (Extr) | MCC | Kappa | |
|---|---|---|---|---|---|---|---|---|
psortb3 | 0.96 | 0.96 | 0.88 | 0.58 | 0.91 | 0.46 | 0.64 | 0.64 |
BUSCA | 0.93 | 0.9 | – | – | 0.44 | 0.61 | 0.43 | 0.42 |
Ayu (Multiclass) | 0.97 | 0.97 | 0.88 | 0.87 | 0.86 | 0.83 | 0.89 | 0.9 |
Ayu (Multiclass, SMOTE) | 0.98 | 0.99 | 0.89 | 0.85 | 0.89 | 0.81 | 0.91 | 0.9 |
Ayu (Ordinal) | 0.97 | 0.99 | 0.91 | 0.82 | 0.93 | 0.7 | 0.89 | 0.89 |
