After reading Chapter 5, “Advanced Analytics Theory and Methods; Association Rules” of the text.
Respond to the following questions:
- What is the difference between Lift and Leverage. How is Lift used in evaluating the quality of rules discovered?
- How do you use a “hold-out” dataset to evaluate the effectiveness of the rules generated?