Distances Tree as SVM Ensemble in Digits Recognition Task

Abstract

This paper presents several algorithms that creates a classification system based on SVM classifiers grouped in a tree structure. Analysis of similarity between classes allows to reduce of number of used SVM in comparison to DAGSVM method without major reduction of an accuracy. Practical tests of map texts recognition task are also presented.