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cs.LG2021
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…
cs.LG2019
SCR-Apriori for Mining `Sets of Contrasting Rules'
Marharyta Aleksandrova, Oleg Chertov
In this paper, we propose an efficient algorithm for mining novel `Set of Contrasting Rules'-pattern (SCR-pattern), which consists of several association rules. This pattern is of…