Accuracy assessment is essential in all image classification-related fields. ranging from molecular imaging to earth observation. However. existing accuracy metrics are too sensitive to class imbalance or lack explicit interpretations for assessing classification performance. https://www.nacrack.com/quick-grab-Chainsaw-File-super-grab/