A retail company uses a Decision Tree to predict whether a c…

Questions

A retаil cоmpаny uses а Decisiоn Tree tо predict whether a customer will make a purchase after receiving a promotional email. The training set is large and the model has been built so that the tree is deep with less than 5 customers in each leaf node. Answer both questions below: 1. Explain why this model might perform poorly on new, unseen customer data. 2. Then, describe a potential business risk the company could face if it uses this model to decide which customers to target in future campaigns.