Building Ensembles of Adaptive Nested Dichotomies with Random-Pair Selection

Tim Leathart, Bernhard Pfahringer, Eibe Frank

A system of nested dichotomies is a method of decomposing a multi-class problem into a collection of binary problems. Such a system recursively splits the set of classes into two s…