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. Author manuscript; available in PMC: 2020 Apr 7.
Published in final edited form as: Adv Neural Inf Process Syst. 2019 Dec;32:9240–9251.

Table 1:

Illustration of synthetic datasets (refer to “Synthetic datasets” for details) together with performance evaluation of GnnExplainer and alternative baseline explainability approaches.

graphic file with name nihms-1062398-t0007.jpg
Explanation accuracy
Att 0.815 0.739 0.824 0.612
Grad 0.882 0.750 0.905 0.667
GnnExplainer 0.925 0.836 0.948 0.875