Click-through rate prediction is the task of predicting the likelihood that something on a website (such as an advertisement) will be clicked.
- Used Upper Confidence Bound (UCB) Algorithm which involves Exploration and Exploitation simultaneously
- 10 variants of an Ad from 10,000 users were considered
- To find best ad from a set of ad versions so that maximum click and highest conversion rate can be obtained
