Table 5.
Models | Precision | Recall | f1-score | Accuracy |
---|---|---|---|---|
Expert-only | 0.47 | 0.40 | 0.38 | 0.40 |
cnn-only | 0.58 | 0.53 | 0.49 | 0.53 |
lstm-only | 0.42 | 0.43 | 0.42 | 0.43 |
cnn-expert | 0.62 | 0.62 | 0.62 | 0.62 |
lstm-expert | 0.54 | 0.53 | 0.51 | 0.53 |
cnn-expert-att | 0.67 | 0.65 | 0.63 | 0.65 |
lstm-expert-att | 0.59 | 0.60 | 0.58 | 0.60 |
Final model | 0.72 | 0.75 | 0.73 | 0.75 |