Development of an integrated Sasang constitution diagnosis method using face, body shape, voice, and questionnaire information

Table 1 The numbers of excluded and used data for the training and test of each individual diagnostic model

List of exclusion reasons (Total no. of subjects: training 2462; test 511)	Training				Test
	Face	Body shape	Voice	Questionnaire	Face	Body shape	Voice	Questionnaire
Initially not collected	22	0	409	409	0	0	0	0
Low quality pictures or voice recording files	133	-	132	-	6	-	14	-
TY samples	58	59	54	56	6	6	6	6
Subjects younger than 15 years old	52	54	39	41	13	13	11	13
Data extraction errors and missing cases	1189	97	3	0	132	0	0	0
Outliers considered in the calculation of the moving average	46	27	86	16	0	7	26	0
Excluding influential samples	6	11	49	25	0	0	0	0
Final no. of subjects	956	2214	1687	1915	354	485	480	492
Common samples after integrating the four components (for the integrated diagnostic model)	729 (male: 241, female: 488)				346 (male: 114, female: 232)

ISSN: 2662-7671