Efficient Set-Valued Prediction in Multi-Class Classification

Thomas Mortier, Marek Wydmuch, Krzysztof Dembczyński +2

In cases of uncertainty, a multi-class classifier preferably returns a set of candidate classes instead of predicting a single class label with little guarantee. More precisely, th…