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distance_measure

'distance_measure: <dot_product | cosine>' (Optional)

Description

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

  • By default distance_measure will be determined using AutoML parameter search.

Supported Task Types

  • Link prediction