Questions tagged [multi-class]

Multiclass classification is a classification task in which there are more than two classes. It is also called multinomial classification.

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How to report a confidence score of a multiclass classifier?

If we have a model which outputs class probabilities for $K$ classes, e.g. a NN with softmax layer, how can we return an aggregate "confidence metric"? Some intuitive ideas would be the probability of the highest class or the difference in…
curiousgeorge
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