| Model | Average Accuracy | Average Loss |
| Uni-gram | 81.22% | 33.73% |
| Bi-gram | 89.31% | 19.56% |
| Tri-gram | 97.69% | 4.13% |
| 4-gram | 99.43% | 2.07% |
| 5-gram | 99.78% | 1.15% |