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There is a quite detailed comparison with references here: https://towardsdatascience.com/a-tale-of-two-macro-f1s-8811ddcf8f04 Basically the two definitions are used and both can be considered valid. For the sake of clarity I would recommend mentioning which definition you are using when you report your results.


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