Explaining with Greater Support: Weighted Column Sampling Optimization for q-Consistent Summary-Explanations

Chen Peng, Zhengqi Dai, Guangping Xia +2

Machine learning systems have been extensively used as auxiliary tools in domains that require critical decision-making, such as healthcare and criminal justice. The explainability…