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large number of features and your model has low interpretability. Lasso Regression overcomes this disadvantage of Ridge Regression. Namely, the Lasso Regression coefficient estimates βˆλL are the values that minimize: As with Ridge Regression, the Lasso shrinks the coefficient estimates towards