Algorithms for subsetting attribute values with Relief |
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Authors: | Janez Dem?ar |
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Affiliation: | (1) Paediatric Surgery Department, Kings College Hospital, London, UK;; |
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Abstract: | Relief is a measure of attribute quality which is often used for feature subset selection. Its use in induction of classification
trees and rules, discretization, and other methods has however been hindered by its inability to suggest subsets of values
of discrete attributes and thresholds for splitting continuous attributes into intervals. We present efficient algorithms
for both tasks. |
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Keywords: | |
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