Egyptian Journal of Forensic Sciences

Table 6 Accuracy rates for sex determination through following algorithms by using toe 1 lengths and indexes

From: Identification of sex from footprint dimensions using machine learning: a study on population of Punjab in Pakistan

Algorithm	Sex	TP	Accuracy (%)
J48	F	0.884	84.2
J48	M	0.803	84.2
Random Forest	F	0.877	84.2
Random Forest	M	0.810	84.2
Random Tree	F	0.812	81
Random Tree	M	0.810	81
REP Tree	F	0.848	85.3
REP Tree	M	0.859	85.3
Naïve Bayes	F	0.920	86.4
Naïve Bayes	M	0.810	86.4

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