How Nonconformity Functions and Difficulty of Datasets Impact the Efficiency of Conformal Classifiers

Marharyta Aleksandrova, Oleg Chertov

The property of conformal predictors to guarantee the required accuracy rate makes this framework attractive in various practical applications. However, this property is achieved a…