Cambia Health Solutions Interview Question

What is overfitting? How do you identify it? How do you combat against it? What is a hyperparameter? What are some hyperparameters of a tree-based machine learning algorithm? What would be the pros and cons for having high deductibles? What are some stories of people who have difficulty accessing medical care?