Abstract: Data Mining is the process of “Extracting” Use full information from large amount of Data. It is called the Data mining. Data mining is also called the knowledge discovery in Database today days Short Message Service(SMS) is the most popular way to communication for Short message Service for mobile phone user because it is the cheapest mode of Communication compare to other. The advantages to this Fact some company or Spammer used this service for marketing and send the unwanted Spam message to cell phone user and create the disturbance in communication and also consume the networked bandwidth so decrease the network efficiency. To Avoid this Problem SMS in this paper provide the Detail of hybrid Approach for Spam SMS filtering using Booyer more and SVM Algorithms which will help to overcome this Problem.

Keywords: Data mining; Spam SMS, filtering techniques, Evolutionary Algorithms.