This data challenge involves classification task. The target variable is whether a customer will click 'Buy' on a website. Buy = 0 and Buy = 1 indicate 'no' and 'yes' respectively. Independent variables capture customer background and customer website navigation behavior information. First variable in the train.csv data file identifies each customer uniquely.

The challenge is to correctly predict if a customer will click 'buy' on a website.