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

Table 5

Comparison of verb check module results.

Model	Accuracy rate (%)	Recall rate (%)	F1 value (%)
Corpus + fallback algorithm	12.79	22.36	16.27
Corpus + limited fallback algorithm	19.37	22.36	20.27