Validation" (CV) since this approach provides reliable assessment of classifiers, and the result can be generalized well to new data. The accuracy is decided by evaluation methods such as error-rate, recallprecision, any label and label-weight etc. In this study, the error-rate is employed and computed by the ratio of number of successful cases over total case number in the test data set. This method has been widely adopted in the evaluation of other associative classification methods . All the computations are carried out on a PC Q6600 2.4GHz with 6G memory running on Windows 7 64bit operating system.