Egyptian Journal of Forensic Sciences

Table 5 Accuracy rates for sex determination through algorithms 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	0.855	85.7
J48	M	0.859	85.7
Random Forest	F	0.870	86.4
Random Forest	M	0.859	86.4
Random Tree	F	0.833	82.8
Random Tree	M	0.824	82.8
REP Tree	F	0.841	85.7
REP Tree	M	0.873	85.7
Naïve Bayes	F	0.913	87.5
Naïve Bayes	M	0.838	87.5

Back to article page