Table 5 Comparison of different classifiers for identifying σ70promoter
From: 70ProPred: a predictor for discovering sigma70 promoters based on combining multiple features
Classifier | Sn (%) | Sp (%) | Acc (%) | MCC |
|---|---|---|---|---|
KNN (8) | 87.04 | 96.21 | 93.04 | 0.8450 |
Naïve Bayes | 91.90 | 89.00 | 90.00. | 0.7891 |
Random Forest (200) | 85.29 | 97.79 | 93.46 | 0.8548 |
Ensembles for Boosting (200) | 89.88 | 95.29 | 93.41 | 0.8541 |
LibD3C | 77.33 | 87.57 | 84.03 | 0.6478 |
GBDT | 86.50 | 96.14 | 92.81 | 0.8397 |
SVM | 93.12 | 96.86 | 95.56 | 0.9018 |