In this paper, the ideal is analysis customized production in the statistical point of view the point and improves the reliability. Nonlinear Estimation Procedures is to reduce the difference between real value and calculated value. And classification from Categorical is used to clear two groups, one is reliability pass, another is failure, and predict the production reliability. The major benefit is decreasing the try and error experiments and increasing the probability of reliability pass.