Machine Learning with the Sugeno Integral: The Case of Binary Classification

no code implementations • 6 Jul 2020 • Sadegh Abbaszadeh, Eyke Hüllermeier

More specifically, we propose a method for binary classification, in which the Sugeno integral is used as an aggregation function that combines several local evaluations of an instance, pertaining to different features or measurements, into a single global evaluation.

BIG-bench Machine Learning Binary Classification +1