Table 6 F1-score performance among proposed and existing SA schemes.
Emotion classes | Proposed OTCNLSTM | BERT-CNN | LSTM | CNN |
---|---|---|---|---|
Anger | 90.2 | 85.5 | 80.1 | 78.1 |
Happy | 90 | 84 | 80.3 | 78.3 |
Neutral | 90 | 84.6 | 80.1 | 78.1 |
Sad | 90.4 | 84.8 | 80.3 | 78.3 |
Emotion classes | Proposed OTCNLSTM | BERT-CNN | LSTM | CNN |
---|---|---|---|---|
Anger | 90.2 | 85.5 | 80.1 | 78.1 |
Happy | 90 | 84 | 80.3 | 78.3 |
Neutral | 90 | 84.6 | 80.1 | 78.1 |
Sad | 90.4 | 84.8 | 80.3 | 78.3 |