Evaluation of DMM and VM variants.
| DMM . | Accuracy ↑ . | F1-score ↑ . |
|---|---|---|
| HC-LSTM | 82.40% | 73.20 |
| BERT-LSTM | 80.80% | 68.30 |
| SG-LSTM | 77.00% | 65.70 |
| HC-SVM | 79.50% | 68.50 |
| BERT-SVM | 75.80% | 52.00 |
| PD | 69.90% | 45.21 |
| EWG | 60.00% | 50.00 |
| VM | Accuracy ↑ | RMSE ↓ |
| HC-LSTM | 38.90% | 1.11 |
| BERT-LSTM | 16.70% | 2.14 |
| SG-LSTM | 33.95% | 1.40 |
| HC-SVR | 35.40% | 1.13 |
| BERT-SVR | 25.54% | 1.41 |
| AVG | 33.70% | 1.08 |
| DO | 26.20% | 1.94 |
| HP | 29.10% | 1.90 |
| DMM . | Accuracy ↑ . | F1-score ↑ . |
|---|---|---|
| HC-LSTM | 82.40% | 73.20 |
| BERT-LSTM | 80.80% | 68.30 |
| SG-LSTM | 77.00% | 65.70 |
| HC-SVM | 79.50% | 68.50 |
| BERT-SVM | 75.80% | 52.00 |
| PD | 69.90% | 45.21 |
| EWG | 60.00% | 50.00 |
| VM | Accuracy ↑ | RMSE ↓ |
| HC-LSTM | 38.90% | 1.11 |
| BERT-LSTM | 16.70% | 2.14 |
| SG-LSTM | 33.95% | 1.40 |
| HC-SVR | 35.40% | 1.13 |
| BERT-SVR | 25.54% | 1.41 |
| AVG | 33.70% | 1.08 |
| DO | 26.20% | 1.94 |
| HP | 29.10% | 1.90 |