Research Article
Self-Learning Facial Emotional Feature Selection Based on Rough Set Theory
Table 3
The results of comparative experiments on the three dataset.
| Database | SARA + SVM | CEBARKNC + SVM | MIBARK + SVM | GA + SVM | SVM | CRR | RAN | CRR | RAN | CRR | RAN | CRR | RAN | CRR | RAN |
| CKACFE | 76.01 | 11.25 | 73.07 | 12.5 | 75.05 | 17.75 | 73.09 | 14.25 | 79.80 | 33 | JAFFE | 69.37 | 11.5 | 63.17 | 11 | 63.98 | 14.5 | 55.89 | 14.25 | 74.46 | 33 | CQUPTE | 92.45 | 14 | 78.83 | 13.5 | 87.90 | 13.5 | 88.95 | 14.75 | 93.86 | 33 |
| average | 79.28 | 12.25 | 71.69 | 12.33 | 75.64 | 15.25 | 72.64 | 14.42 | 82.71 | 33 |
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