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Clock966 avatar Clock966 commented on June 14, 2024

What do etypes_lists ,use_masks,use_masks mean?

Do you know what etypes_lists means now?

from magnn.

cynricfu avatar cynricfu commented on June 14, 2024

For etypes_lists, please refer to #5 .

use_masks is for solving the data leakage problem as introduced in this paper. When constructing the subgraph for generating the target nodes (e.g., user A and artist B) embeddings, we need to remove the edge between A and B to avoid leaking prediction label to the training input. So use_masks is for indicating which metapath we should be careful about to avoid this problem, that is UAU, UATAU, AUA, AUUA metapaths in LastFM.

no_masks is just indicating do not try to avoid this issue.

from magnn.

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