BERT-m7G: A Transformer Architecture Based on BERT and Stacking Ensemble to Identify RNA N7-Methylguanosine Sites from Sequence Information

Table 3

Performance comparison of different classifiers.

Classifier	SN (%)	SP (%)	ACC (%)	MCC
LightGBM	89.07	89.47	89.27	0.7863
SVM	93.79	95.28	94.53	0.8912
LR	94.47	94.46	94.47	0.8902
GBDT	89.34	89.07	89.20	0.7848
NB	88.80	87.99	88.39	0.7688
RF	88.94	87.18	88.06	0.7623
Stacking	95.68	95.01	95.34	0.9074