Now we perform the fairness analysis by race. Does the model treat Caucasians and African- Americans in a similar fashion? 1. (10pt) (6pt) Compute the confusion matrix as in 1.5. But this time do it separately for African-Americans and for Caucasians. For both CM-s, compute: (a) Recidivism rate for the predicted low-risk offenders (1 NPV), and non-recidivsm rate for the predicted high-risk offenders (1 precision); (b) FPR and FNR 2. (20pt) Discuss the results