Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing

Jinwen He, Kai Chen, Guozhu Meng +2

While enjoying the great achievements brought by deep learning (DL), people are also worried about the decision made by DL models, since the high degree of non-linearity of DL mode…