Table 2. Prediction accuracies of five individual predictors in the D163 and D1679 datasets.
D163 | D1679 | |||||||
---|---|---|---|---|---|---|---|---|
SENS | SPEC | ACC | MCC | SENS | SPEC | ACC | MCC | |
MiPred | 99.4% | 42.9% | 70.7% | 0.51 | 91.6% | 72.0% | 86.0% | 0.65 |
MIReNA | 47.2% | 96.4% | 72.2% | 0.50 | 46.7% | 69.3% | 53.2% | 0.15 |
MiRPara | 91.4% | 51.8% | 71.3% | 0.47 | 73.6% | 38.6% | 63.6% | 0.12 |
ProMiR | 76.1% | 99.4% | 87.9% | 0.78 | 49.4% | 99.1% | 63.7% | 0.46 |
Triplet-SVM | 91.4% | 51.8% | 71.3% | 0.47 | 84.8% | 49.7% | 74.8% | 0.36 |