About methods of Synthesis Complete Regression Decision Trees

Resumo

Abstract—Algorithms for regression problem on the basis of complete decision trees are examined in the paper. The examined structure of the decision tree makes it possible to consider all features meeting the branching criterion in each special vertex of the tree. New algorithms for synthesizing complete regression decisions trees are presented. The developed algorithms are tested on real problems and it is revealed that the algorithms are efficient.