Specialists Outperform Generalists in Ensemble Classification

Sascha Meyen, Frieder Göppert, Helen Alber +2

Consider an ensemble of $k$ individual classifiers whose accuracies are known. Upon receiving a test point, each of the classifiers outputs a predicted label and a confidence in it…