在使用graphsage的时候,有一个问题,如果use_id=True,结果就会变得很差,这个是什么原因造成的呢?
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Description
在使用graphsage模型的时候,把use_id改成True,不使用任何特征,发现结果基本上是随机的,并且save_embedding之后,发现embedding矩阵没有进行归一化
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Research direction
Start by reproducing the GraphSAGE configuration with use_id=True and no features, then inspect the embedding produced after save_embedding. Compare its behavior and normalization with the default feature-based configuration; done means the cause of the random results and the normalization behavior are identified and documented.
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- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
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- Needs clarification
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