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Published at November 7Emotion Analysis of Social Media Bangla Text and Its Impact on Identifying the Author's Gender
cs.HC
Released Date: November 7, 2024
Authors: Sultan Ahmed1, Salman Rakin2, Khadija Urmi3, Chandan Kumar Nag4, Md. Mostofa Akbar
Aff.: 1Department of Information Systems, University of Maryland Baltimore County, Maryland, USA; 2Department of CSE, Bangladesh University of Engineering & Technology, Dhaka, Bangladesh; 3Department of CSE, BRAC University, Dhaka, Bangladesh; 4Department of CSE, Southeast University, Dhaka, Bangladesh
| Acc | Pre | Rec | F1 | AUC | |
| LSTM | 76.41% | 78.15% | 95.22% | 85.85% | 57.4% |
| GRU | 76.02% | 78.03% | 94.31% | 85.4% | 58.65% |
| SVM | 77.56% | 78.21% | 97.64% | 86.85% | 56.00% |
| NB | 76.03% | 76.09% | 98.97% | 86.03% | 55.89% |
| DT | 72.95% | 79.45% | 87.06% | 83.08% | 57.31% |
| KNN | 68.21% | 77.10% | 81.85% | 79.40% | 54.70% |