Model Complexity for Supervised Learning: Why Simple Models Almost Always Work Best, And Why It Matters for Applied Research

• In Event: Advances in Machine Learning

Brief Overview

Simple models are what you want for almost all applied problems in political science: just do OLS (and logit)

Authors

• Arthur P Spirling, Princeton University

• Marco Morucci, New York University