Solving Multiple Variable Problems by Regression Models

Abstract

There are a lot of Regression models to solve multiple variable problems especially category, predict problems. In this paper, we propose some of regression models to predict the price of diamonds. Known as the “Four C's,” carat, clarity, color and cut collectively inform the price of a diamond. No single characteristic outweighs another. They all contribute and influence the final retail value. The data we used for testing our approach was obtained from the Data and Story Library. Results generated show that our proposed approach achieves high precision.