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Subgraphx_overfitting about dig HOT 1 CLOSED

divelab avatar divelab commented on August 22, 2024
Subgraphx_overfitting

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Oceanusity avatar Oceanusity commented on August 22, 2024

Thank you for your issue. For the MUTAG dataset, we train the model using the whole dataset, and explain the examples in the training dataset due to the accuracy in the training dataset is much higher. Because the goal of our task is to explain the important subgraphs for the predictions, it's fine to explain the training examples. And overfitting is not a main problem in the explainability task.

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