Fig. 3: Global Shapley values for the interpretation of OvcaFinder.

The horizontal ordinate represents the mean absolute Shapley value, indicating the global importance weights of the features. Each dot represents an individual patient (n = 129). The higher the Shapley values, the greater probability of ovarian cancer.