Table 5 Performance comparison between TEC-miTarget, miRAW, DeepMirTar, miTAR, and GraphTar on the DeepMirTar dataset
| Â | Accuracy (%) | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | F1 score (%) |
|---|---|---|---|---|---|---|
DeepMirTar test set | Â | Â | Â | Â | Â | Â |
miRAW | 90.22 | 90.25 | 90.20 | 90.25 | 90.18 | 90.25 |
DeepMirTar | 93.48 | 92.35 | 94.79 | 94.64 | 92.56 | 93.48 |
miTAR | 92.74 | 92.74 | 92.74 | 92.80 | 92.67 | 92.77 |
GraphTar | 92.22 | 92.21 | 92.23 | 92.26 | 92.16 | 92.23 |
TEC-miTarget | 97.42 | 96.40 | 98.45 | 98.42 | 96.46 | 97.40 |
DeepMirTar independent test set | Â | Â | Â | Â | Â | Â |
miRAW | 40.63 | 40.63 | NA | NA | NA | NA |
DeepMirTar | 50.00 | 50.00 | NA | NA | NA | NA |
miTAR | 75.00 | 75.00 | NA | NA | NA | NA |
GraphTar | 34.72 | 34.72 | NA | NA | NA | NA |
TEC-miTarget | 81.25 | 81.25 | NA | NA | NA | NA |