Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
model. Also, when there are more predictors than observations, Ridge Regression tends to perform well. Tuning and Cross-Validation: For both Lasso and Ridge Regression, the value of the penalty term, λ, is crucial for the performance of the model. To find the best value, you typically need to try