List and discuss four statistical learning methods whose objective functions involve an adjustment to the model fit using regularization.
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The penalty term is the absolute value of the coefficients multiplied by a regularization parameter (alpha). This penalty term helps to shrink the coefficients towards zero, effectively selecting a subset of features and preventing overfitting. Show more…
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