Bayesian inference

Syllable breakdown

Dictionary meaning

a statistical framework for updating beliefs about unknown quantities by combining prior knowledge or assumptions with observed data via Bayes' theorem; produces a posterior probability distribution over parameters rather than a single point estimate; widely used in machine learning, natural language processing, medical diagnosis, spam filtering, and scientific research where uncertainty must be explicitly quantified and new evidence continuously incorporated