GraphSage在无监督情况下use_id的emb拼接作为feature效果会好吗?
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Description
请问NN类归纳学习,拼接id的emb的物理意义是啥?
直接学习feature的归纳表达 作为节点的emb 和 学习feature + emb(id) 的归纳表达,作为节点的emb .
区别是啥,后者会效果好些吗?
另外对于后者这种,破坏了归纳学习的特点,变成了直推学习
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Research direction
The issue names GraphSage and use_id but does not identify any files, tests, or entry points. Start by locating the implementation and documentation for use_id, then clarify the intended comparison between feature-only and feature-plus-ID embeddings and how inductive behavior should be evaluated.
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Assessment
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100