Table 3 The tenfold cross-validation details on Fdataset
From: In silico drug repositioning using deep learning and comprehensive similarity measures
Fold set | Acc (%) | TPR (%) | TNR (%) | PPV (%) | MCC (%) |
|---|---|---|---|---|---|
1 | 78.04 | 75.94 | 78.02 | 78.05 | 56.00 |
2 | 79.84 | 84.86 | 75.85 | 84.44 | 60.20 |
3 | 79.59 | 82.56 | 78.16 | 81.22 | 59.25 |
4 | 78.04 | 75.46 | 83.59 | 72.40 | 56.37 |
5 | 77.26 | 78.37 | 79.13 | 75.14 | 54.30 |
6 | 82.17 | 80.39 | 84.97 | 79.38 | 64.45 |
7 | 77.20 | 73.17 | 81.97 | 72.91 | 54.91 |
8 | 76.17 | 76.00 | 77.55 | 74.74 | 52.32 |
9 | 76.94 | 73.33 | 79.44 | 74.76 | 54.08 |
10 | 73.06 | 71.20 | 73.51 | 72.64 | 46.11 |
Average | 77.83 ± 2.43 | 77.13 ± 4.37 | 79.22 ± 3.48 | 76.57 ± 4.06 | 55.80 ± 4.93 |