A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning

no code implementations • 15 Dec 2020 • Mansoureh Maadia, Uwe Aickelin, Hadi Akbarzadeh Khorshidi

In this paper, in addition to implementing a new aggregation approach in ensemble learning, we designed some experiments to encourage researchers to use interval modeling in ensemble learning because it preserves more uncertainty and this leads to more accurate classification.

Binary Classification Decision Making +2