Lasso Regression, Regression, Machine Learning, Data Science, Regularization.
applying Lasso regression. Difficult interpretability: Lasso regression can be difficult to interpret, as the coefficients of some variables may be shrunk to zero, which can make it difficult to understand the relationship between the variables and the response. Not always the best method: Lasso