When black box algorithms are (not) appropriate: a principled prediction-problem ontology

Jordan Rodu, Michael Baiocchi

In the 1980s a new, extraordinarily productive way of reasoning about algorithms emerged. In this paper, we introduce the term "outcome reasoning" to refer to this form of reasonin…