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Sample Reduction Algorithm Based on Classification Contribution

Published • Jul 5, 2022
Authors:
Chai Z
,
Li Y

Abstract

Aim: ing at the disadvantages of exponential growth of time required by KNN algorithm on data sets containing a large number of samples and low classification performance, this paper proposes a sample reduction method based on classification contribution ranking (SRCCR), which not only greatly reduc...

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