$P(E)$ — the total probability of observing the evidence across all hypotheses — the denominator in Bayes theorem $$P(E) = \int P(E \mid H) \cdot P(H)\, dH$$ the marginal likelihood: the probability of the data after integrating out (marginalizing over) all possible hypotheses, weighted by the…