Top 4 Linear Regression Variations in Machine Learning

A Beginner Friendly Guide to Implementation and Comparison

Destin Gong
Towards Data Science
9 min readMar 21, 2022

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Machine Learning Algorithms for Regression (original image from my website)

In my previous post “Top Machine Learning Algorithms for Classification”, we walked through common classification algorithms. Now let’s dive into the other category of supervised learning — regression, where the output variable is continuous and numeric. Mainly, how to…

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