Now a days, data exploration is the center of attraction for any database systems. For detection purposes, to retrieve the data from a databank which plays a key role for multimedia database systems? In this paper, we proposed a similarity based query optimization using support vector machine. A query is an expression that designates the data that is retrieved from a databank. The query conditions that have to be satisfied for a personalized data itemsis selected as output data. The experimental results are produced on various databases like Shree Vasista education society of personnel identification data are used.
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