I remember sitting in on a talk from a large insurance company who did this a number of years back. They used DL for feature engineering, but used traditional ML for the predictive model itself. This had to do with satisfying some regulatory requirements around model interpretability.
beanhead0321 t1_j6nbq1j wrote
Reply to comment by aschroeder91 in [D] Have researchers given up on traditional machine learning methods? by fujidaiti
I remember sitting in on a talk from a large insurance company who did this a number of years back. They used DL for feature engineering, but used traditional ML for the predictive model itself. This had to do with satisfying some regulatory requirements around model interpretability.