When we talk about the Shopping Cart mostly we go and search for a particular item in it. There are various types of searches done on it. However, we give very less attention to the items which are being missing in the Shopping Cart. Here we develop the system which predicts the items in the shopping cart which occurs more frequently. There are some of the items in the shopping cart which the customers usually buy along with certain items, there we can predict those items which are missing.
Technically an itemset tress is made for the items that are likely to be buyed by the customers. So whenever customer goes for buying these item lists appears. The current prediction system also calculates the number people visiting the websites, the number of people buying on the website and also which item is frequently buyed by the customers. To find more information on these system check the attached file.