Not All Features Are Equal: Feature Leveling Deep Neural Networks for Better Interpretation

Yingjing Lu, Runde Yang

Self-explaining models are models that reveal decision making parameters in an interpretable manner so that the model reasoning process can be directly understood by human beings.…