Parse.ly’s Headline Testing engine relies on multi-armed bandit (MAB) algorithms and Bayesian statistics. During the test, Parse.ly uses a multi-armed bandit to dynamically allocate the traffic to headlines. At the start, it makes no assumptions about their performance. As traffic starts coming, the likelihood of each headline being the best gets recalculated regularly. The system […]