Mahalanobis-Taguchi System and Its Medical Applications

The Mahalanobis–Taguchi System (MTS) is a diagnostic and forecasting technique for multivariate data. MTS does not involve direct learning from a training set, but it settles a classifier by constructing a continuous measurement scale. The construction of an MTS model would not be influenced by data distribution, which is a good property for solving class imbalance problem. This paper elucidates the significance of MTS and demonstrates its application in several medical and healthcare case studies.


For more details Abstract: http://www.jneuropsychiatry.org/abstract/mahalanobistaguchi-system-and-its-medical-applications-11968.html

 Full Text Link: http://www.jneuropsychiatry.org/peer-review/mahalanobistaguchi-system-and-its-medical-applications.html

 PDF Link: http://www.jneuropsychiatry.org/peer-review/mahalanobistaguchi-system-and-its-medical-applications.pdf

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