The Consequences of the Framing of Machine Learning Risk Prediction Models: Evaluation of Sepsis in General Wards

Simon Meyer Lauritsen, Bo Thiesson, Marianne Johansson Jørgensen +4

Objectives: To evaluate the consequences of the framing of machine learning risk prediction models. We evaluate how framing affects model performance and model learning in four dif…