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eliminated, they simply have decreased coefficients. Further Resources Penn State STAT 508: Applied Data Mining and Statistical Learning Course Notes Machine Learning Mastery: Gentle Introduction to Vector Norms in Machine Learning Towards Data Science: Visualizing regularization and the L1 and L2