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phanein / deepwalk

DeepWalk - Deep Learning for Graphs
http://www.perozzi.net/projects/deepwalk/
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A questions about the dataset -- BlogCatalog #42

Closed BenchengY closed 7 years ago

BenchengY commented 7 years ago

I notice that some nodes in the blogcatalog may have more than one label (group), in that case, i just want to know how you process this nodes in classification as the have many labels? thanks!

GTmac commented 7 years ago

We follow the experimental procedure in http://www.public.asu.edu/~huanliu/papers/kdd09.pdf. According to their paper:

To avoid the affection of thresholding, we assume the number of labels on the test data are already known and check how the top-ranking predictions match with the true labels.

BenchengY commented 7 years ago

ok, thanks!