Fig. 8: Classification results on ambiguous samples with high-entropy predictions.
From: Hierarchical skin lesion image classification with prototypical decision tree
From left to right: basic CNN, prototypical CNN, and HPDT. The comparison highlights differences in accuracy and severity of mistakes across models, with HPDT demonstrating improved performance in handling uncertain cases.
