The conversation between human and AI assistant.
What are advantages of different regression algorithms?
Which algorithm would be best for a dataset with a small number of variables?
For a small number of variables, the simple and interpretable linear regression would be a good choice. However, if there is a risk of overfitting, Ridge regression would be a better option.