Table 4 Performance comparison between TEC-miTarget, miRAW, DeepMirTar, miTAR, and GraphTar on the miRAW dataset
| Â | Accuracy (%) | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | F1 score (%) |
|---|---|---|---|---|---|---|
miRAW test set | Â | Â | Â | Â | Â | Â |
miRAW | 93.50 | 93.50 | 93.80 | 93.50 | 93.20 | 93.50 |
DeepMirTar | 87.50 | 87.50 | 87.50 | 87.67 | 87.33 | 87.59 |
miTAR | 93.94 | 93.94 | 93.94 | 94.03 | 93.85 | 93.98 |
GraphTar | 94.80 | 94.80 | 94.80 | 94.87 | 94.72 | 94.83 |
TEC-miTarget | 96.47 | 95.85 | 97.10 | 97.06 | 95.90 | 96.45 |
miRAW independent test set | Â | Â | Â | Â | Â | Â |
miRAW | 91.30 | 93.10 | 36.30 | 97.80 | 15.00 | 95.40 |
DeepMirTar | 86.54 | 86.55 | 86.53 | 87.02 | 86.04 | 86.78 |
miTAR | 93.79 | 93.81 | 93.76 | 94.01 | 93.55 | 93.91 |
GraphTar | 94.28 | 94.26 | 94.29 | 94.52 | 94.02 | 94.39 |
TEC-miTarget | 95.71 | 94.08 | 97.42 | 97.44 | 94.03 | 95.73 |