Regression is a supervised machine learning technique which is used to predict continuous values. The ultimate goal of the regression algorithm is to plot a best-fit line or a curve between the data. ... Linear regression allows us to plot a linear equation, i.e., a straight line.

Is linear regression a machine learning model?

Linear Regression is a machine learning algorithm based on supervised learning. It performs a regression task. Regression models a target prediction value based on independent variables. ... Linear regression performs the task to predict a dependent variable value (y) based on a given independent variable (x).

Is a regression model supervised learning?

Regression analysis is a subfield of supervised machine learning. It aims to model the relationship between a certain number of features and a continuous target variable.