Module | No. of features | AUC ADOS | Sens. ADOS | Spec. ADOS | AUC test | ACC test | Sens. test | Spec. test | J | p McNe | AUC val | ACC val | Sens. val | Spec. val |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Children and young adolescents | Female | |||||||||||||
ADOS algorithm | 0.83 | 0.81 | 0.84 | |||||||||||
All 28 features | 0.91 | 0.94 | 1 | 0.88 | 0.40 | 0.86 | 0.72 | 0.63 | 0.81 | |||||
5 features (optimal model) | 0.92 | 0.93 | 0.97 | 0.91 | 0.43 | .60 | 0.83 | 0.84 | 0.81 | 0.87 | ||||
Male | ||||||||||||||
ADOS algorithm | 0.87 | 0.88 | 0.81 | |||||||||||
All 28 features | 0.93 | 0.89 | 0.93 | 0.86 | 0.44 | 0.79 | 0.86 | 0.85 | 0.88 | |||||
7 features (optimal model) | 0.92 | 0.88 | 0.91 | 0.86 | 0.40 | .14 | 0.81 | 0.85 | 0.85 | 0.85 | ||||
Older adolescents and adults | Female | |||||||||||||
ADOS algorithm | 0.89 | 0.82 | 0.88 | |||||||||||
All 31 features | 0.83 | 0.88 | 0.91 | 0.82 | 0.46 | 0.92 | 0.83 | 0.93 | 0.72 | |||||
5 features (optimal model) | 0.88 | 0.88 | 0.92 | 0.85 | 0.42 | .18 | 0.86 | 0.78 | 0.84 | 0.72 | ||||
Male | ||||||||||||||
ADOS algorithm | 0.85 | 0.85 | 0.72 | |||||||||||
all 31 features | 0.82 | 0.82 | 0.83 | 0.81 | 0.55 | 0.87 | 0.79 | 0.80 | 0.77 | |||||
8 features (optimal model) | 0.82 | 0.80 | 0.84 | 0.76 | 0.48 | .43 | 0.82 | 0.76 | 0.81 | 0.71 |