Underfitting vs. Overfitting — scikit-learn 1.4.1 documentation

This example demonstrates the problems of underfitting and overfitting and how we can use linear regression with polynomial features to approximate nonlinear functions. The plot shows the function

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sklearn.linear_model.LinearRegression — scikit-learn 1.4.1

files./media/fig-1.c489adc748c8.png

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sklearn.linear_model.LinearRegression — scikit-learn 1.4.1