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Should based on the whole Graph to generate the model:

Have confirmed with the following experiment:

Node2Vec for graph_train:

  • Precision: 0.9033816425120773
  • Recall: 0.9091249065071054
  • F1-Score: 0.9062441752096925

Node2Vec for G:

  • Precision: 0.9235116804822909
  • Recall: 0.9166043380703066
  • F1-Score: 0.920045045045045

Should based on the whole Graph to generate the model:

Have confirmed with the following experiment:

Node2Vec for graph_train:
  - Precision: 0.9033816425120773
  - Recall: 0.9091249065071054
  - F1-Score: 0.9062441752096925

Node2Vec for G:
  - Precision: 0.9235116804822909
  - Recall: 0.9166043380703066
  - F1-Score: 0.920045045045045
gaurgv pushed a commit that referenced this pull request Jul 23, 2025
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