A total of 500 records were taken for the analysis. In this study, attribute selection were used to find out the best attributes in the data. In attribute evaluator ChiSquared attribute evaluator, InfoGain attribute evaluator, OneR attribute evaluator, SymmetricalUncert attribute evaluator, ReleiefF attribute evaluator were used and in search method Ranker search method is used