Table 5 Performance of the proposed models on the validation datasets.
Models | Precision | Recall | F1 Score | G-Mean |
|---|---|---|---|---|
Internal Validation | ||||
DES-MI(BRF) | 0.72 | 0.6 | 0.64 | 0.65 |
DES-MI(RBC) | 0.56 | 0.69 | 0.62 | 0.37 |
DES-MI(OBC) | 0.71 | 0.62 | 0.66 | 0.65 |
DES-MI(SPE) | 0.72 | 0.61 | 0.65 | 0.65 |
DES-MI(EIL) | 0.71 | 0.61 | 0.65 | 0.65 |
External Validation-1 | ||||
DES-MI(BRF) | 0.76 | 0.59 | 0.65 | 0.66 |
DES-MI(RBC) | 0.68 | 0.72 | 0.66 | 0.57 |
DES-MI(OBC) | 0.75 | 0.65 | 0.69 | 0.68 |
DES-MI(SPE) | 0.76 | 0.62 | 0.68 | 0.68 |
DES-MI(EIL) | 0.76 | 0.61 | 0.65 | 0.66 |
External Validation-2 | ||||
DES-MI(BRF) | 0.93 | 0.92 | 0.92 | 0.93 |
DES-MI(RBC) | 0.83 | 0.84 | 0.83 | 0.83 |
DES-MI(OBC) | 0.84 | 0.78 | 0.79 | 0.84 |
DES-MI(SPE) | 0.91 | 0.91 | 0.9 | 0.89 |
DES-MI(EIL) | 0.93 | 0.93 | 0.92 | 0.93 |
