IEEE - Institute of Electrical and Electronics Engineers, Inc. - Quasi-Relief Method of Informative Features Selection for Classification

2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)

Author(s): Sergey Subbotin
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2018
Conference Location: Lviv, Ukraine, Ukraine
Conference Date: 11 September 2018
Volume: 1
Page(s): 318 - 321
ISBN (Electronic): 978-1-5386-6464-3
DOI: 10.1109/STC-CSIT.2018.8526627
Regular:

The feature selection problem for classification is addressed. The modified Relief method is proposed. It selects a subsample from the original sample, computes hashes for instances, used to... View More

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