FIGURE 6.

Decision plots for two randomly selected patients show a graphical example of how a clinician can interpret the model prediction for a specific patient. The plot also shows that features ranked for an individual prediction can be notably different than the global model structure. IL: interleukin; 6MWD: 6-min walk distance; NT-proBNP: N-terminal pro-brain natriuretic peptide; HGF: hepatocyte growth factor; lymph: lymphocytes; SCF: stem cell factor; D_LCO: diffusing capacity of the lung for carbon monoxide; abs: absolute; NYHA-FC: New York Heart Association functional class; mPAP: mean pulmonary arterial pressure; PVR: pulmonary vascular resistance.