Fig. 3: 12-month MDS-UPDRS total meta-predictor feature importance.
From: Genetically-informed prediction of short-term Parkinson’s disease progression
Shapley feature importance plots for direct (B) and meta-prediction (A) of 12-month MDS-UPDRS Total progression prediction. Shapley plots for important meta-features for meta-prediction of 12-month MDS-UPDRS Total progression status are shown in C 24-month MDS-UPDRS I prediction, and D 36-month MDS-UPDRS II prediction. Features are ranked for most to least important (top to bottom). Coloration depicts the value for each feature (red = high values, purple = average values, blue = low values). The impact on prediction at the individual-level is indicated by the points, where points to the right indicate increased importance for the prediction of progressor status, and points to the left indicate increased importance for the prediction of non-progressor status.
