Self-reported binary gender prediction from personality traits: Alignment between machine learning importance and classical effect sizes

Gender differences in personality have been characterized using effect sizes such as Cohen’s d and multivariate measures such as the Mahalanobis distance. However, as machine learning models are increasingly applied to personality classification, it remains u…