Early stopping in polynomial regression

Using a deep learning technique to fight overfitting for a simple linear regression model.

Michael Larionov, PhD
The Startup
Published in
4 min readAug 23, 2019

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Photo by CALIN STAN on Unsplash

I was testing an example from scikit-learn site, that demonstrates the problems of underfitting and overfitting and how we can use linear regression with polynomial features to approximate nonlinear functions, according to the article. Below is a…

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