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Table 3 Diagnostic results of the integrated diagnostic model with equal weights ( w r  = 1)

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

87

2

7

96

90.6%

True

TE

125

2

43

170

73.5%

 

SC

SE

14

38

11

63

60.3%

SC

SE

16

50

60

126

39.7%

 

Type

SY

29

11

42

82

51.2%

type

SY

36

21

135

192

70.3%

  

Total

130

51

60

241

  

Total

177

73

238

488

 
 

Accuracy

69.3%

Accuracy

63.5%

   

TE

SE

SY

Total

Sensitivity

  

TE

SE

SY

Total

Sensitivity

Test set

True

TE

47

2

5

54

87.0%

True

TE

55

4

35

94

58.5%

 

SC

SE

7

14

6

27

51.9%

SC

SE

5

27

39

71

38.0%

 

Type

SY

16

8

9

33

27.3%

type

SY

23

5

39

67

58.2%

  

Total

70

24

20

114

  

Total

83

36

113

232

 
 

Accuracy

61.4%

Accuracy

52.2%