The base rate of re-offense in the studied population is 20%: $P(\text{re-offense}) = 0.20$. - The algorithm flags 75% of people who will re-offend as "high risk": $P(\text{high risk} \mid \text{re-offense}) = 0.75$ (the algorithm's sensitivity). - The algorithm flags 22% of people who will NOT re-o