Data Science, Machine Learning, Regression, Data Analysis, Statistics.
parameter (lambda/alpha) can lead to suboptimal results, either failing to sufficiently penalize complexity or excessively penalizing it. Ignoring Feature Scaling: Regularization is sensitive to the scale of input features. Not standardizing features can disproportionately penalize smaller scale