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[D] Softmax probability outputs

Do softmax probability outputs in classification actually mean anything? Given that NNs aren’t generative models, how can they give a probabilistic estimate of the class given a sample?

Should they be trusted if they don’t actually mean anything?

submitted by /u/dramanautica
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