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distance_measure

distance_measure: <list[dot_product | cosine]> (Optional)

Description

Distance measure when measuring distance between node vector embeddings in link prediction. Using cosine similarity (cosine) instead of dot product (dot_product) tends to reduce popularity bias and tends to increase the diversity of predictions, often at the expense of accuracy.

Supported Task Types

  • Link prediction

Default Values

run_modeDefault Value
FAST[dot_product]
NORMAL[dot_product]
BEST[dot_product]