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Machine Learning (ML) as a Diagnostic Task

Machine Learning (ML) as a Diagnostic Task

Xenia Naidenova
Copyright: © 2010 |Pages: 43
ISBN13: 9781605668109|ISBN10: 1605668109|EISBN13: 9781605668116
DOI: 10.4018/978-1-60566-810-9.ch006
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MLA

Xenia Naidenova. "Machine Learning (ML) as a Diagnostic Task." Machine Learning Methods for Commonsense Reasoning Processes: Interactive Models, IGI Global, 2010, pp.122-164. https://doi.org/10.4018/978-1-60566-810-9.ch006

APA

X. Naidenova (2010). Machine Learning (ML) as a Diagnostic Task. IGI Global. https://doi.org/10.4018/978-1-60566-810-9.ch006

Chicago

Xenia Naidenova. "Machine Learning (ML) as a Diagnostic Task." In Machine Learning Methods for Commonsense Reasoning Processes: Interactive Models. Hershey, PA: IGI Global, 2010. https://doi.org/10.4018/978-1-60566-810-9.ch006

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Abstract

This chapter discusses a revised definition of classification (diagnostic) test. This definition allows considering the problem of inferring classification tests as the task of searching for the best approximations of a given classification on a given set of data. Machine learning methods are reduced to this task. An algebraic model of diagnostic task is brought forward founded upon the partition lattice in which object, class, attribute, value of attribute take their interpretations.

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