Predictive Modeling through Classification using Optimized Linear Regression using Machine Learning

Abstract

In this work, our main focus is on regression which is one of the most important methods in expert learning algorithm. Regression is a numerical access that is used to find the relationship between variables. It is basically used to find the final results from the given dataset. In this work, we will discuss the regression algorithms which are available in machine learning algorithm and propose one algorithm that will have less train error and test error as related to other available possible algorithm. The accuracy measure will be in the form of train and test error.

Keywords: classification, data mining, linear regression, machine learning techniques, python

Cite this Article: Priyanka Verma, Ashish Chaturvedi, Rachna Dubey. Predictive Modeling through Classification using Optimized Linear Regression using Machine Learning. International Journal of Wireless Network Security. 2019; 5(2): 22–29p.