The analysis method for profile characteristics based on Kauhunen Loeve transform is presented. The profile characteristics are represented using eigenvalues and eigenvectors, thus the error surface profile can easily be reconstructed. The main eigenvectors can be used to monitor and predict the surface error. Examples show that this method is feasible and very effective.