Table 5.

Comparison of different classifiers for identifying σ⁷⁰promoter

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