Likelihood

Definition

The likelihood is the conditional distribution of the observed data given the latent variables or parameters:

$$p(x \mid z).$$

What it means in Q1

The likelihood describes how probable the observed game outcomes are for a given pair of player skills. In TrueSkill-style models, it is the part that gives meaning to the latent skills.