Table 8. Performance of the proposed CNN-LSTM model.
| Model | Accuracy | Class | Precision | Recall | F1 score |
|---|---|---|---|---|---|
| RF | 0.916 | Sarcasm | 0.93 | 0.92 | 0.92 |
| Non-sarcasm | 0.89 | 0.90 | 0.90 | ||
| Macro Avg | 0.91 | 0.91 | 0.91 |
| Model | Accuracy | Class | Precision | Recall | F1 score |
|---|---|---|---|---|---|
| RF | 0.916 | Sarcasm | 0.93 | 0.92 | 0.92 |
| Non-sarcasm | 0.89 | 0.90 | 0.90 | ||
| Macro Avg | 0.91 | 0.91 | 0.91 |