Fig. 6

Feature importance for the Fast Interpretable Greedy Sums model, represented in terms of Shapley values. For each feature, the color denotes the magnitude of the features’ values: red denotes high values, while blue denotes low values. Values at the right of the black vertical bar denote increased confidence score for the positive class, while values at the left of the bar denote a corresponding decreased confidence score