A German book retailer sent out offers to customers. You job is to build predictor variables and a machine learning model to predict how much each customer who received the contact point will spend. The outcome variable is logtarg. The test set is indicated by is.na(logtarg). The objective is to predict logtarg with minimum RMSE on the test set.