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alkaway OP t1_j02oy3b wrote

Reply to comment by ResponsibilityNo7189 in [P] Are probabilities from multi-label image classification networks calibrated? by alkaway

Thanks so much for your response! Is temperature scaling the go-to calibration method I should try? Does temperature scaling change the relative ordering of the probabilities?

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ResponsibilityNo7189 t1_j02t093 wrote

does note change the order. It will make the prediction less "stark", i.e. instead of .99 and 0.0001 0.002 0.007, you will get something like 0.75, 0.02, 0.04, 0.19 for instance. It is the easiest thing to do, but remember there isn't any "go-to" technique.

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