...Sergei O. Kuznetsov; Alexey Masyutin; Aleksandr Ageev Purpose The purpose of this study is to show that closure-based classification and regression models provide both high accuracy and interpretability. Design/methodology/approach Pattern structures allow one to approach the knowledge...