What we are given--what we know--is p(+|s), which a mathematician would read as "the probability ... Bayes's "Essay towards Solving a Problem in the Doctrine of Chances," presented after his death ...

Bayes Theorem provides a useful method for thinking about the relationship between a data set and a probability. It is therefore useful in fitting data and training algorithms, where these are ...