A. I. Molodchenkov, “Analysis of results of the algorithm for automatic identification of patients individual characteristics that affect the choice of treatment”, Artificial Intelligence and Decision Making, 2014, Issue 4,Pages <nobr>52

Intelligent systems and technologies

Analysis of results of the algorithm for automatic identification of patients individual characteristics that affect the choice of treatment

A. I. Molodchenkov

Institute for Systems Analysis of Russian Academy of Sciences

Abstract: The paper presents an estimation of AQ-algorithm results for solving the classification problem on the three examples in the field of medicine. The results of the algorithm were compared with the results of classification algorithms BayesNet, J48graft and JRip. For the experiments, the tools AQ21 and Weka were used.

Keywords: artificial intelligence, machine learning, AQ-algorithm, WEKA, BayesNet, J48graft, JRip, assessment criterion, recall, accuracy.