Egyptian Journal of Forensic Sciences

Table 7 Accuracy rates for sex determination through following algorithms by using toe lengths and toe length ratios

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

Algorithm	Sex	TP	Accuracy (%)
J48	F	0.819	81.7
J48	M	0.817	81.7
Random Forest	F	0.870	85.7
Random Forest	M	0.845	85.7
Random Tree	F	0.797	82.8
Random Tree	M	0.859	82.8
REP Tree	F	0.906	85.7
REP Tree	M	0.810	85.7
Naïve Bayes	F	0.964	82.1
Naïve Bayes	M	0.683	82.1

Back to article page