This paper is organised as follows. Section 2 describes the characteristics of fuzzy systems. Section 3 describes rule generation methods. Section 4 provides details of the Wisconsin breast cancer data, and Section 5 describes simulation and results. The final section provides some conclusions relating to the performance of fuzzy systems when applied to the breast cancer data.