To assure the correction of data, a method of examing the dimension of arrays automatically was introduced.

The data mining results are based on the accurate measurement of parameters required, the correction of data on-line collection directly affect the results of data mining system.

In this paper, the principle of nonlinear correction of data by using RBF neural network, the structure of neural network and the determination method of parameters are described.