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Splitting multi-label data isn’t a piece of cake. 🍰 (Image used under license from Shutterstock)

Splitting multi-label data in a balanced manner is a non-trivial task which has some subtle complexities. In this blog post, I review several algorithm implementations and attempt to find the best solution for the data that I’ve been working with.


One reoccurring problem for applied scientists on the GumGum Verity…


Computer Vision Scientist with experience at,, and currently

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