Add example comparing HuberRegressor and LinearRegression #31381
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❌ Linting issuesMerging with This PR is introducing linting issues. Here's a summary of the issues. Note that you can avoid having linting issues by enabling You can see the details of the linting issues under the
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Reference Issues/PRs
#30995
What does this implement/fix?
This PR adds a new example in
examples/linear_model/that demonstrates the use ofHuberRegressorfor robust regression on data with outliers. It compares its performance visually withLinearRegression. This is useful for users learning about robust regression techniques. This example also shows how it performs compared toLinearRegressionon noisy data with outliers. It includes a simple plot to help users understand the benefit of robust regression.Any other comments?
No other comments.