Price prediction based on historic data
There are two broad classes of problems in machine learning, classification and regression. As in this answer, Regression involves estimating or predicting a response (the dependent variable is continuous). Classification is identifying group membership (the dependent variable is discrete).

Your problem is a regression problem, you must try to estimate the real number of sales. You can look here for a similar problem and techniques to solve it.