ndscape: a structural map of the nested dichotomy space

Maxwell Dix-Matthews, Melinda Hodkiewicz, Adriano Polpo

Nested dichotomies (NDs) reduce multiclass classification to a tree of binary classifiers. Tree structure can change accuracy, bias, and variance, but the full space of structures…