Table 2 Algorithmic predictions from 7214 defendants.Logistic regression with 7 features (A) (LR_{7}), logistic regression with 2 features (B) (LR_{2}), a nonlinear SVM with 7 features (C) (NL-SVM), and the commercial COMPAS software with 137 features (D) (COMPAS). The results in columns (A), (B), and (C) correspond to the average testing accuracy over 1000 random 80%/20% training/testing splits. The values in the square brackets correspond to the 95% bootstrapped [columns (A), (B), and (C)] and binomial [column (D)] confidence intervals.