Box Plot from Scientific Research

We selected the model for each algorithm with the minimum ID fairness gap. We evaluated its OOD fairness against the oracle on the same 42 settings. We found that removing demographic encoding (that is, DANN) leads to the best OOD fairness ('DANN' versus 'ERM': P = 1.86 x 10 -117 , one-tailed Wilcoxon rank-sum test). On each box, the central line indicates the median, and the bottom and top edges of the box indicate the 25th and 75th percentiles, respectively. The whiskers extend to 1.5 times the interquartile range. Points beyond the whiskers are plotted individually using the '+' symbol.

DOI