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Prediction and interpretation analysis. Each hypothesis contributing to the prediction provides information to support the actual prediction (the supporting examples) and interpret the outcome of this prediction (the path from the root to the hypothesis); having simple and interpretable hypotheses in the first place will contribute to the transparency of the model.
