Upon metal cutting theory, theorectical surface roughness may be determined by cutting parameters. But owing to the complexity of cutting process, there is difference between practical and theoretical surface roughness. In this paper，a Fuzzy pattern recognition technique is presented to analyse the relation between the cutting parameters and surface roughness. The principle，method and experiment results are illustrated respectively.