Lipschitz Classifiers Ensembles : Usage for Classification of Target Events in C-OTDR Monitoring Systems

This paper introduces an original method for guaranteed estimation of the accuracy for an ensemble of Lipschitz classifiers. The solution was obtained as a finite closed set of alternative hypotheses, which contains an object of classification with probability of not less than the specified value. Thus, the classification is represented by a set of… CONTINUE READING