Multiple Regression Model and Similarity Analysis–A Comparison Study

Mr. N.Senthil Vel Murugan; Dr. V.Vallinayagam; Dr. K. Senthamarai Kannan

Volume : IV, Issue : VIII, August - 2014

Multiple Regression Model and Similarity Analysis–A Comparison Study

Mr. N. Senthil Vel Murugan, Dr. V. Vallinayagam, Dr. K. Senthamarai Kannan

Abstract :

Data mining is an important role of biological research. Diabetes, obesity and High Cholesterol in the blood levels are closely related. These are considered as diseases which slowly threatens the human race with its presence particularly in a country like India. Based on the variables the risk of diabetes can be diagnosed. The aim of this paper is to analyze the Diabetics data and how the variables will affect quickly as possible using Singular Value Decomposition and Multiple Linear Regression model. The reasonable results verify the validity of our method.