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

Table 6

Comparison of results of preposition checking module.

Model	Accuracy rate (%)	Recall rate (%)	F1 value (%)
Corpus + fallback algorithm	8.01	25.32	12.17
Corpus + limited fallback algorithm	13.46	18.83	15.70