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Table 4 Diagnostic results of the integrated diagnostic model with the lower weight for voice ( w 3  = 0.5)

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

 

Male

Female

  

Predicted SC type

   

Predicted SC type

  
   

TE

SE

SY

Total

Sensitivity

  

TE

SE

SY

Total

Sensitivity

Training set

True

TE

85

3

8

96

88.5%

True

TE

122

2

46

170

71.8%

 

SC

SE

12

37

14

63

58.7%

SC

SE

16

51

59

126

40.5%

 

Type

SY

27

11

44

82

53.7%

type

SY

38

23

131

192

68.2%

  

Total

124

51

66

241

  

Total

176

76

236

488

 
 

Accuracy

68.9%

Accuracy

62.3%

   

TE

SE

SY

Total

Sensitivity

  

TE

SE

SY

Total

Sensitivity

Test set

True

TE

47

3

4

54

87.0%

True

TE

55

5

34

94

58.5%

 

SC

SE

7

14

6

27

51.9%

SC

SE

3

31

37

71

43.7%

 

type

SY

13

8

12

33

36.4%

type

SY

21

4

42

67

62.7%

  

Total

67

25

22

114

  

Total

79

40

113

232

 
 

Accuracy

64.0%

Accuracy

55.2%