Fig. 3.

Local interpretation waterfall plots for an individual who died due to COVID-19 in the testing set of (A) DM (diabetes mellitus) cohort (B) non-DM cohort. The bottom of the plots starts at a base expectation under training data (E[f(x)]). Then, each row shows the contribution of its relevant feature to increase (red) or decrease (blue) the expectation value. The final model prediction value is indicated by f(x) in the end.

Note. NLRL neutrophils-lymphocytes ratio labelled; Na sodium; WCC white cell count; PT prothrombin time; CRP c-reactive protein; eGFR estimated glomerular filtration rate; K potassium.