Table 5 Precision performance among proposed and existing SA schemes.
Emotion classes | Proposed OTCNLSTM | BERT-CNN | LSTM | CNN |
---|---|---|---|---|
Anger | 89.9 | 83.5 | 78.1 | 73.3 |
Happy | 89.4 | 83 | 78.3 | 73 |
Neutral | 89.6 | 83.6 | 78.1 | 73.2 |
Sad | 89.4 | 83.8 | 78.3 | 73.4 |
Emotion classes | Proposed OTCNLSTM | BERT-CNN | LSTM | CNN |
---|---|---|---|---|
Anger | 89.9 | 83.5 | 78.1 | 73.3 |
Happy | 89.4 | 83 | 78.3 | 73 |
Neutral | 89.6 | 83.6 | 78.1 | 73.2 |
Sad | 89.4 | 83.8 | 78.3 | 73.4 |