Then within each demographic factor (e.g., gender), we calculate the percentage of top 1,000 features that overlap across the different attribute values in that factor (e.g., male and female).
if S 0 is the set of top features for one attribute and S 1 is the set of top features for another attribute, the percent overlap is calculated as |S 0 ∩ S 1 |/1000.