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Adding Context into Classification Reasoning Based on Good Classification Tests

Adding Context into Classification Reasoning Based on Good Classification Tests
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Author(s): Xenia Naidenova (Military Medical Academy, Russia)
Copyright: 2016
Pages: 21
Source title: Handbook of Research on Innovative Database Query Processing Techniques
Source Author(s)/Editor(s): Li Yan (Nanjing University of Aeronautics and Astronautics, China)
DOI: 10.4018/978-1-4666-8767-7.ch020

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Abstract

In this chapter, classification reasoning is considered. The concept of good classification test lies in the foundation of this reasoning. Inferring good classification tests from data sets is the inductive phase of reasoning resulted in generating implicative and functional dependencies supporting the deductive phase of reasoning. An algorithm of inferring good classification tests is given with the decomposition of it into subtasks allowing to choose sub-contexts for each obtained dependency and to control sub-contexts during both deductive and inductive phases of classification reasoning.

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