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Artificial Intelligence and Decision Making, 2014, Issue 4, Pages 52–58
(Mi iipr376)
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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.
Citation:
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, no. 4, 52–58
Linking options:
https://www.mathnet.ru/eng/iipr376 https://www.mathnet.ru/eng/iipr/y2014/i4/p52
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Statistics & downloads: |
Abstract page: | 7 | Full-text PDF : | 3 | References: | 1 |
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