About This Tool
Bayes theorem is a foundational principle in probability that describes how to update the probability of a hypothesis given observed evidence. This calculator takes prior probability, likelihood, and marginal probability to compute the posterior. Medical diagnosis, spam filtering, and machine learning classification all rely on this formula.