Table 5 RF classifier accuracy recognition of FEs by cross-validation
Learning on | TD all (N = 157) | ASD (N = 34) | TD all (N = 157) |
|---|---|---|---|
Testing | TD all (N = 157) | ASD (N = 34) | ASD (N = 34) |
Neutral | 86.64 | 72.55 | 68.08 |
Happiness | 90.47 | 70.38 | 85.05 |
Anger | 79.76 | 58.17 | 58.62 |
Sadness | 56.15 | 41.79 | 44.44 |
Global accuracy (SD) | 82.05 (0.08) | 66.43 (1.57) | 69.3 (4.62) |