Fig. 5
From: The roles of predictors in cardiovascular risk models - a question of modeling culture?
Partial dependence of estimated risk on total cholesterol, showing how average predictions vary with total cholesterol while keeping all other predictors fixed. Red: age fixed at 40 years and sex set to female; yellow: 50 years, female; green: 60 years, female; blue: 70 years, female. The models (SLNN-LR, GAM, MLNN, and XGBoost) were fitted at a full data availability b data availability of 1/10 and c data availability of 1/100. In c 10 out of 100 models were randomly selected