Mahalanobis Taguchi System (MTS) is a pattern information technology, which has been used in different diagnostic applications to make quantitative decisions by constructing a multivariate system using data analytic methods without any assumption regarding statistical distribution. The MTS performs Taguchi's fractional factorial design based on the Mahahlanobis distance as a performance metric. In this work, MTS used for analyzing Wisconsin Breast Cancer data which have 10 attributes. With the data, which have 10 different tests, collected from patients determine who has cancer or not. At this research MTS used for reducing the number of test with define the relationship between each attrivute and diagnosis result. The accuracy of diagnosis compare to previous research.

Abstract
 1. 서론
 2. Mahalanobis Taguchi System
 3. MTS를 이용한 다변량시스템의 해석 - 위스콘신유방암 진단 데이터이용
  3-1. 변수 데이터
  3-2. MTS기법의 전개
  3-3. 샘플데이터의 크기와 진단의 정확도와의 관계
 4. Optimization
 5.. 결론
 References

• 홍정의