Missing a positive case is much more costly than reviewing a false alarm. Which operating-point decision should be evaluated?

1. A threshold selected to meet recall needs while measuring review workload
2. Label every alert as correct without reviewing outcomes
3. Always use 0.5 regardless of business costs
4. Optimize only training-set accuracy