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Egyptian Journal of Forensic Sciences

Table 5 Results of sex determination using ANNs

From: Sex and stature estimation from anthropometric measurements of the foot: linear analyses and neural network approach on a Turkish sample

Classification Results*

RFH + RFL + RFB

   

LFH + LFL + LFB

   
 

Estimated Sex

 

Estimated Sex

Real Sex

Male

Female

Accuracy

Real Sex

Male

Female

Accuracy

Male

65

4

94.2%

Male

68

1

98.6%

Female

1

64

98.5%

Female

2

63

96.9%

Overall

  

96.3%

Overall

  

97.8%

   

F1 = 96.3%

   

F1 = 97.8%

  1. RFH Right foot stature, RFL Right foot length, RFB Right foot breadth, LFH Left foot stature, LFL Left foot length, LFB Left foot breadth
  2. *All analyses were performed with tenfold cross-validation
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