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Search the World's Largest Database of Information Science & Technology Terms & Definitions

InfScipedia

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Below please find a list of definitions for the term that
you selected from multiple scholarly research resources.

What is Reduct

Chapter 92

Encyclopedia of Business Analytics and Optimization

A subset of features that results in the maximum dependency degree for a dataset, such that no feature can be removed without producing a decrease in this value. A dataset may be reduced to those features occurring in a reduct with no loss of information according to RST.

Published in Chapter:

Fuzzy-Rough Data Mining

Richard Jensen (Aberystwyth University, UK)

Source Title: Encyclopedia of Business Analytics and Optimization

DOI: 10.4018/978-1-4666-5202-6.ch092

Full Text Chapter Download: US $37.50 Add to Cart

More Results

Chapter 20

The minimal set of attributes that preserve the original classification defined by a set of attributes.

Published in Chapter: Rough Sets and Granular Computing in Geospatial Information; From: Handbook of Research on Geoinformatics

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Chapter 8

A reduct is a group of attributes which form a subset of a given set of attributes such that the elements in it cannot be further reduced without losing the representational power of the set. In the rough set terminologyterminology, we say that it is a minimum knowledge under the context.

Published in Chapter: Application of Rough Set Based Models in Medical Diagnosis; From: Handbook of Research on Computational Intelligence Applications in Bioinformatics

Full Text Chapter Download: US $37.50 Add to Cart

Chapter 60