Table 1 fivefold cross-validation performance for Dataset1
From: MHESMMR: a multilevel model for predicting the regulation of miRNAs expression by small molecules
Fold | Acc. (%) | Sen. (%) | Spec. (%) | MCC (%) | AUC | AUPR |
|---|---|---|---|---|---|---|
0 | 91.17 | 94.95 | 87.41 | 82.58 | 0.9684 | 0.9647 |
1 | 90.31 | 90.29 | 90.32 | 80.61 | 0.9591 | 0.9543 |
2 | 91.20 | 92.81 | 89.61 | 82.45 | 0.9705 | 0.9693 |
3 | 89.05 | 92.81 | 85.30 | 78.32 | 0.9554 | 0.9564 |
4 | 91.02 | 92.81 | 89.25 | 82.10 | 0.9595 | 0.9607 |
Average | 90.55 ± 0.91 | 92.73 ± 1.65 | 88.38 ± 2.03 | 81.21 ± 1.80 | 0.9624 ± 0.0065 | 0.9611 ± 0.0050 |