Abstract The H-measure is a classifier performance measure which takes into account the context of application without requiring rigid value relative misclassification costs to be set. Since its introduction in 2009 it has become widely adopted. This paper answers various queries users have raised since introduction, including questions about interpretation, choice weighting function, whether s...