From: A practical approach to Sasang constitutional diagnosis using vocal features
Male | Female | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Predicted SC | Sensitivity | Predicted SC | Sensitivity | |||||||||
TE | SE | SY | Total | TE | SE | SY | Total | |||||
Do et al. | ||||||||||||
TE | 185 | 31 | 43 | 259 | 71.4% | 204 | 34 | 150 | 388 | 52.6% | ||
Train | True SC | SE | 52 | 62 | 33 | 147 | 42.2% | 95 | 63 | 144 | 302 | 20.9% |
SY | 84 | 26 | 77 | 187 | 41.2% | 137 | 43 | 229 | 409 | 56.0% | ||
Total | 321 | 119 | 153 | 593 | 436 | 140 | 523 | 1099 | ||||
Accuracy | 54.6% | 45.1% | ||||||||||
TE | 46 | 6 | 15 | 67 | 68.7% | 51 | 15 | 60 | 126 | 40.5% | ||
Test | True SC | SE | 14 | 4 | 16 | 34 | 11.8% | 32 | 20 | 38 | 90 | 22.2% |
SY | 37 | 12 | 15 | 64 | 23.4% | 37 | 11 | 43 | 91 | 47.3% | ||
Total | 97 | 22 | 46 | 165 | 120 | 46 | 141 | 307 | ||||
Accuracy | 39.4% | 37.1% | ||||||||||
Proposed | ||||||||||||
TE | 184 | 22 | 53 | 259 | 71.0% | 212 | 20 | 156 | 388 | 54.6% | ||
Train | True SC | SE | 86 | 30 | 31 | 147 | 20.4% | 119 | 26 | 157 | 302 | 8.6% |
SY | 110 | 15 | 62 | 187 | 33.2% | 137 | 26 | 246 | 409 | 60.1% | ||
Total | 380 | 67 | 146 | 593 | 468 | 72 | 559 | 1099 | ||||
Accuracy | 46.5% | 44.0% | ||||||||||
TE | 49 | 2 | 16 | 67 | 73.1% | 70 | 7 | 49 | 126 | 55.6% | ||
Test | True SC | SE | 16 | 10 | 8 | 34 | 29.4% | 30 | 7 | 53 | 90 | 7.8% |
SY | 41 | 3 | 20 | 64 | 31.3% | 43 | 1 | 47 | 91 | 51.6% | ||
Total | 106 | 15 | 44 | 165 | 143 | 15 | 149 | 307 | ||||
Accuracy | 47.9% | 40.4% |