lesson that shows that features must depend on y, not just x

[jeisner]

Students are constantly describing their features as functions of x only ...

So when we introduce conditional probabilities, we need a simple lesson that includes features that depend only on x, so that we can point out that these have no effect on p(y | x), and ask why not.