From: Ensemble-based classification approach for micro-RNA mining applied on diverse metagenomic sequences
Classifier | Accuracy | F-measure | Specificity | Precision | Sensitivity | NPV |
---|---|---|---|---|---|---|
Triplet-SVM | 78.5% | 63.9% | 89.2% | 72.6% | 57.2% | 80.7% |
Mipred | 89% | 81.7% | 96.7% | 91.8% | 73.6% | 87.9% |
Virgo | 74.3% | 66.4% | 73.4% | 58.9% | 76.2% | 80.1% |
EumiR | 74.1% | 66.7% | 72.2% | 58.3% | 77.8% | 86.7% |
Ensemble-based Classifier | 89.3% | 82.2% | 97% | 92.5% | 74% | 88.2% |