Imagine you have a dataset containing information about customers of an e$-$commerce

platform, including features such as age, gender, purchase history, and average spending.

Your task is to develop a predictive model to identify whether a customer is likely to make a

high$-$value purchase $($Yes$/$No$),$ which could help tailor marketing strategies. Describe which

machine$-$learning algorithm would be appropriate for this task and how the algorithm can

classify customers into high$-$value purchasers