Research and Implementation of English Grammar Check and Error Correction Based on Deep Learning

Table 10

Performance of each model on the mixed test set.

Model	Accuracy rate (%)	Precision rate (%)	Recall rate (%)	F1 score (%)
RBF core support vector machine	47.51	80.77	7.45	13.63
Bayesian network	57.70	56.37	90.75	69.55
Decision tree	54.49	61.25	49.63	54.83
JaSt	56.68	71.49	24.75	36.77
ASS-T	92.71	95.03	91.70	93.33
ASS-G	98.01	98.67	97.73	98.20
ASS-TG	96.72	98.54	95.53	97.01