Figure 2

Predictive modelling workflow. RMSE root mean squared error, MuARS multivariate adaptive regression spline, lm linear regression, LASSO least absolute shrinkage and selection operator, MICE multivariate imputation by chained equations.

Predictive modelling workflow. RMSE root mean squared error, MuARS multivariate adaptive regression spline, lm linear regression, LASSO least absolute shrinkage and selection operator, MICE multivariate imputation by chained equations.