sxjscience opened a new issue #9830: Macro F1 score depends on the size of the 
   I find our current implementation of the macro F1 score is dependent to the 
size of the minibatch. Our strategy is to average the F1 scores of each 
minibatch. However, the result would be different if we choose different batch 
size and order of the samples 
 This will certainly confuse the users. I suggest marking the macro F1 as "Not 
Recommended" and set micro F1 as the default.

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