https://doi.org/10.1351/goldbook.11496
The conditional probability that is assigned to a quantity before relevant evidence is taken into account, for example, the prior probability of an active
compound would be the fraction of the compounds in the dataset that are active.
Note: The prior and posterior probabilities are linked by the (normalized) likelihood function (Bayes theorem).