Table 2 Results of fivefold cross-validation
From: Mining microbe–disease interactions from literature via a transfer learning model
BERE_TL(MDI) | BERE_g(MDI) | |||||
|---|---|---|---|---|---|---|
Precision (%) | Recall (%) | \(F_1\)-score (%) | Precision (%) | Recall (%) | \(F_1\)-score (%) | |
Fold-1 | 74.43 | 77.51 | 75.94 | 71.43 | 68.05 | 69.70 |
Fold-2 | 74.53 | 71.01 | 72.73 | 65.73 | 69.23 | 69.23 |
Fold-3 | 70.59 | 71.01 | 70.80 | 62.83 | 71.01 | 66.67 |
Fold-4 | 75.71 | 80.24 | 77.91 | 69.02 | 76.05 | 72.36 |
Fold-5 | 73.01 | 70.41 | 71.69 | 68.04 | 79.04 | 73.13 |
Average | 73.65 | 74.04 | 73.81 | 67.41 | 72.68 | 70.22 |