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jamesguoxin avatar jamesguoxin commented on May 22, 2024 1

I see, thank you eamid!

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eamid avatar eamid commented on May 22, 2024

You should use the tempered_sigmoid function to calculate the class probabilities. However, to predict the class, you don't need to form the probabilities (i.e. pick the class with the larger logit value).

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jamesguoxin avatar jamesguoxin commented on May 22, 2024

Hello eamid,

Thank you for your reply. In our case, we would like to extract the probability to calculate AUC for the prediction. So for the t parameter in tempered_sigmoid, we should keep it consistent with bi_tempered_binary_logistic_loss t1?

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eamid avatar eamid commented on May 22, 2024

It should be consistent with t2. The other temperature t1 controls the boundedness of the loss

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