Table 2.

Comparison of tested models’ performance, statistical analysis was performed with the χ2 test, with significance level of 0.05.

CACTUS
	Accuracy	Balanced Accuracy	Sensitivity	Specificity	p-value
Both	0.751	0.747	0.753	0.742	< 2.2e-16
Male	0.781	0.803	0.777	0.829	1.944e-11
Female	0.716	0.718	0.703	0.734	3.232e-09
Decision trees
	Accuracy	Balanced Accuracy	Sensitivity	Specificity
Both	0.822	0.640	0.922	0.358	< 2.2e-16
Male	0.894	0.551	0.963	0.140	3.238e-4
Female	0.632	0.623	0.676	0.570	1.898e-09
Random Forest
	Accuracy	Balanced Accuracy	Sensitivity	Specificity
Both	0.853	0.627	0.978	0.275	< 2.2e-16
Male	0.918	0.512	1.000	0.024	0.135
Female	0.690	0.665	0.812	0.519	3.808e-06