Comments (2)
Hi,
I wonder why MR is defined such that for best possible embedding (i.e. the set of ranks for true triples is 1,2,3...) it grows with the degree of the vertex in the graph. A more natural definition would be
Now MR = 1 for an embedding as above.
from cthoyt.github.io.
That's interesting. I haven't got a chance to carefully look into this, but I think you're on to a really interesting idea to adjust these metrics for variations in graph topology. We had quite a few thoughts on that lately we described in https://arxiv.org/abs/2203.07544 (see code at https://github.com/pykeen/ranking-metrics-manuscript)
from cthoyt.github.io.
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