Controversy Rules - Discovering Regions Where Classifiers (Dis-)Agree Exceptionally

Oren Zeev-Ben-Mordehai, Wouter Duivesteijn, Mykola Pechenizkiy

Finding regions for which there is higher controversy among different classifiers is insightful with regards to the domain and our models. Such evaluation can falsify assumptions,…