Theoretical calculations assume all the reactants are converted into products and calculate the maximum possible amount of product or the theoretical yield. In practice:the reaction may not go to completion side reactions may take place alongside the main reaction purification of the product may result in the loss of some of the product in the apparatus 
The percentage yield is the actual yield ÷ theoretical yield (x100%)