The relationship between Spearman correlation and AUROC computed on the same data (one continuous variable, one binary variable) is surprising. On evenly balanced data, Spearman=0.75 leads to AUROC=0.93. As the binary variable gets more imbalanced, the discrepancy gets bigger.
add a skeleton here at some point
24 days ago
