Table 1 Various evaluation criteria under fivefold cross validation achieved by LDACE on v2018 dataset
From: A learning-based method to predict LncRNA-disease associations by combining CNN and ELM
Fold | Acc. (%) | Sen. (%) | Spec. (%) | Prec. (%) | MCC (%) | AUROC (%) |
|---|---|---|---|---|---|---|
0 | 82.29 | 83.00 | 81.59 | 81.84 | 64.60 | 90.13 |
1 | 82.44 | 82.44 | 82.44 | 82.44 | 64.87 | 89.69 |
2 | 82.01 | 83.85 | 80.17 | 80.87 | 64.07 | 88.97 |
3 | 83.57 | 88.67 | 78.47 | 80.46 | 67.49 | 91.26 |
4 | 82.29 | 87.25 | 77.34 | 79.38 | 64.91 | 89.70 |
Average | 82.52 ± 0.61 | 85.04 ± 2.76 | 80.00 ± 2.12 | 81.00 ± 1.19 | 65.19 ± 1.33 | 89.95 ± 0.84 |