Table 2 Comparison of the BP-Adaboost with alternative models
From: A novel method to identify pre-microRNA in various species knowledge base on various species
Algorithm | ACC | Precision | Recall | Specificity |
|---|---|---|---|---|
BP-Adaboost | 0.9822 | 0.9576 | 0.9797 | 0.9830 |
BP | 0.9541 | 0.9429 | 0.9736 | 0.9800 |
Random Forest | 0.9336 | 0.9270 | 0.9744 | 0.9772 |
Naïve Bayes | 0.7026 | 0.4831 | 0.9721 | 0.5987 |
SVM | 0.8811 | 1 | 0.5729 | 1 |