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

Table 9

Performance of each model on the test set.

Model	Accuracy rate (%)	Precision rate (%)	Recall rate (%)	F1 score (%)
RBF core support vector machine	85.00	93.06	76.13	83.75
Bayesian network	51.74	51.29	97.83	67.30
Decision tree	89.12	88.83	89.87	89.35
JaSt	92.16	96.71	92.53	94.57
ASS-T	97.97	98.10	97.89	98.00
ASS-G	96.52	98.26	94.83	96.52
ASS-TG	99.71	98.83	97.74	98.82