Lasso Regression, Regression, Machine Learning, Data Science, Regularization.
not recommended to use when data violates linearity assumption. Lasso regression is also computationally expensive, and it’s not suitable for large datasets. Applications Lasso regression has a wide range of applications in different fields and industries, here are a few examples: Gene selection: