The conversation between human and AI assistant.
What are advantages of different regression algorithms?
And how about for a dataset with a large number of variables?
If the dataset has a large number of variables, Lasso regression would be useful for feature selection. Elastic Net is also a good option if there are both small and large effect variables in the dataset.