Classification algorithm | Precision | Recall | F1-score | Accuracy (%) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A | C | M | U | A | C | M | U | A | C | M | U | ||
CNN (Twitter-GloVe-embedding) | 0.47 | 0.65 | 0.75 | 0.76 | 0.39 | 0.61 | 0.82 | 0.69 | 0.43 | 0.63 | 0.79 | 0.72 | 69.03 |
Char-CNN | 0.36 | 0.63 | 0.72 | 0.57 | 0.32 | 0.50 | 0.81 | 0.58 | 0.34 | 0.56 | 0.76 | 0.58 | 64.04 |
BiLSTM Twitter-GloVe-embedding | 0.44 | 0.70 | 0.77 | 0.76 | 0.45 | 0.60 | 0.82 | 0.76 | 0.45 | 0.65 | 0.80 | 0.76 | 70.01 |