A New Method of Diagnosing Constitutional Types Based on Vocal and Facial Features for Personalized Medicine

Table 2

Comparisons using AUC values in 5 groups (Hybrid: combining face and speech data, FF: using full features, FS: using feature selection).

Method	Female-20	Female-30	Female-50	Male-30	Male-50
Hybrid-FS	0.89	0.64	0.75	0.72	0.78
Hybrid-FF	0.67	0.59	0.67	0.67	0.69
Face-FS	0.77	0.67	0.69	0.73	0.71
Face-FF	0.62	0.59	0.63	0.63	0.62
Speech-FS	0.69	0.57	0.58	0.67	0.73
Speech-FF	0.6	0.48	0.54	0.59	0.64