Research shows that attributes like symmetry, humour, and strength influence attraction. However, studies often consider these attributes in isolation, while in the real world we see many at once. In this project, we will observe how these attributes interact to predict attractiveness. We hypothesize that when a large number of attractiveness criteria are considered together, a small number will overshadow others and emerge as critical predictors of attractiveness.