The idea
The smoke alarm
A smoke alarm makes a guess: fire or no fire. Four things can happen:
Fire + alarmGood catch.
No fire + quietGood, nothing to do.
No fire + alarmFalse alarm. Annoying.
Fire + quietMissed it. Dangerous!
Every yes/no model (spam filter, loan approval, fraud check) has the same four outcomes.