Support is the share of orders containing a product association. Confidence is the probability of buying B given that A was bought. Lift compares this probability to that of buying B alone: above 1, the association is more frequent than chance, which makes it interesting.
Example
lift(A, B) = confidence(A -> B) / support(B)