1. Learn
    2. /
  2. Courses
    3. /
  3. Market Basket Analysis in Python

Exercise

Using multi-metric filtering to cross-promote books

As a final request, the founder of the ebook selling start-up asks you to perform additional filtering. Your previous attempt returned 82 rules, but she wanted only one. The rules dataset has again been made available in the console. Finally, Zhang's metric has been computed for you and included in the rules DataFrame under the column header zhang.

Instructions

100 XP
  • Set the lift threshold to be greater than 1.5.
  • Use a conviction threshold of 1.0.
  • Require Zhang's metric to be greater than 0.65.