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

Table 4

Comparison of noun check module results.

Model	Accuracy rate (%)	Recall rate (%)	F1 value (%)
Corpus + fallback algorithm	63.99	30.05	40.90
Corpus + limited fallback algorithm	4.06	51.26	45.3