Research Article
An Emotion Detection System Based on Multi Least Squares Twin Support Vector Machine
Table 1
Accuracy comparison.
| | Dataset | NN | ANN | Multi-SVM | MLSTSVM |
| | Wine (178 × 13 × 3) | 95.50% | 98.70% | 99.43% | 99.54% | | Glass (214 × 13 × 6) | 72.00% | 69.88% | 66.35% | 78.23% | | Iris (150 × 4 × 3) | 98.00% | 97.30% | 97.33% | 97.75% | | Vehicle (846 × 18 × 6) | 82.23% | 83.45% | 85.02% | 88.61% | Teaching Evaluation
(151 × 5 × 3) | 66.67% | 68.07% | 69.11% | 72.37% |
|
|
