Research Article
An Emotion Detection System Based on Multi Least Squares Twin Support Vector Machine
Table 6
Average accuracy of MLSTSVM classifier on different models.
| S. number | Model | MLSTSVM | Linear | Gaussian | Polynomial |
| 1 | M1 | 39.33% | 47.40% | 40.65% | 2 | M2 | 36.49% | 49.15% | 45.54% | 3 | M3 | 37.12% | 49.20% | 50.40% | 4 | M4 | 40.16% | 58.90% | 50.98% | 5 | M5 | 44.50% | 60.00% | 55.23% | 6 | M6 | 40.28% | 60.32% | 60.50% | 7 | M7 | 49.27% | 61.20% | 60.32% | 8 | M8 | 50.59% | 65.10% | 65.60% | 9 | M9 | 54.05% | 65.60% | 61.92% | 10 | M10 | 52.74% | 67.80% | 63.57% | 11 | M11 | 50.98% | 66.66% | 66.92% | 12 | M12 | 61.31% | 67.80% | 74.63% | 13 | M13 | 78.85% | 81.36% | 79.55% | 14 | M14 | 80.95% | 86.51% | 82.05% | 15 | M15 | 84.18% | 89.83% | 85.36% | 16 | M16 | 87.28% | 92.89% | 88.87% | 17 | M17 | 86.19% | 88.15% | 88.01% | 18 | M18 | 83.18% | 85.37% | 84.54% | 19 | M19 | 83.06% | 84.83% | 83.20% | 20 | M20 | 80.50% | 81.10% | 82.07% | 21 | M21 | 82.18% | 83.72% | 83.50% | 22 | M22 | 81.26% | 82.58% | 83.49% | 23 | M23 | 82.10% | 83.08% | 80.30% | 24 | M24 | 83.91% | 86.83% | 84.28% |
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