The conversation between human and AI assistant.
What is ridge regression?
Can you give me an example of when ridge regression might be a better choice than standard linear regression?
Sure. Let's say you are analyzing a data set with many features and some of those features are highly correlated with each other. In this case, ridge regression may be a better choice than standard linear regression because it can effectively handle multicollinearity and prevent overfitting.