Research Article
Machine Learning-Based Grammar Error Detection Method in English Composition
| 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 |
|
|