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How to build a linear regression model in Python?

from sklearn.linear_model import LinearRegression: It is used to perform Linear Regression in Python. To build a linear regression model, we need to create an instance of LinearRegression () class and use x_train, y_train to train the model using the fit () method of that class. Now, the variable mlr is an instance of the LinearRegression () class.

What are the types of linear regression?

Types of Linear Regression. In this blog, I’m going to provide a brief overview of the different types of Linear Regression with their applications to some real-world problems. Linear Regression is generally classified into two types: Simple Linear Regression; Multiple Linear Regression

Why to use linear regression models?

Linear regression and Neural networks are both models that you can use to make predictions given some inputs. But beyond making predictions, regression analysis allows you to do many more things, which include but is not limited to: Regression analysis allows you to understand the strength of relationships between variables. Using statistical ...


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