In this competition you will be using the data from the case Advanced Insurance. You will be predicting the annual rate that Competitor A charges to insure one vehicle for one year based on various attributes. The training set contains information on 7000 accounts. You will be predicting the prices of 1500 other accounts. We will use mean absolute percentage error (MAPE), to evaluate your submissions.