Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
likelihood function. The probability of the recent data/evidence given that A is true. This allows us to quantify to what degree the evidence agrees with our prior beliefs. P(A|B) is known as the posterior probability. The probability of A after taking into account the evidence. Equation 1 tells us