In this competition you will be using the data from the case Sarah Gets a Diamond. You will be predicting diamond prices based on attributes of the diamond. The training set contains information on 6000 diamonds. You will be predicting the prices of 3142 other diamonds. We will use mean absolute percentage error (MAPE), to evaluate your submissions.