Table 6.

Fairness evaluation across age subgroups (Age_bin).

Age group	Samples	Acc.	Prec.	Rec.	F1
Below 40 years	54	0.833	0.833	0.667	0.741
40–59 years	97	0.857	0.889	0.889	0.889
60+ years	62	0.917	1.000	1.000	1.000
Disparity (max–min)	–	0.194	0.333	0.333	0.200