Prosecutor’s Fallacy and Base Rate Fallacy

The prosecutor’s fallacy and base rate fallacy are related ideas that both involve conditional probabilities. The prosecutor’s fallacy mixes up the probability that someone matches, given their innocence, with the probability that someone is innocent, given a match. You don’t care about the first probability – you already know there is a match.