An interpretable neural network model through piecewise linear approximation

Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao +1

Most existing interpretable methods explain a black-box model in a post-hoc manner, which uses simpler models or data analysis techniques to interpret the predictions after the mod…