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If you are looking for a simple straight answer with fewer mathematical notations, then you may look into this video. I hope this video is useful to you.


yes, you should apply softmax or sigmoid (for the binary case). y_out is what usually called logits. There are metrics like AUC which requires the probability as an input and will not work well with y_out.

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