Machine Learning-Based Grammar Error Detection Method in English Composition

Table 3

Evaluation of H-ERDC.

Method	Precision (%)	Recall (%)	F-0.5 score (%)
SVM	76	71	74
Decision Tree	79	74	76
RNN	83	76	81
LSTM	85	77	81
Transformer	89	81	83
BERT	90	83	86
H-ERDC	92	87	89