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Breast cancer detection using rank nearest neighbor classification rules

โœ Scribed by Subhash C. Bagui; Sikha Bagui; Kuhu Pal; Nikhil R. Pal


Publisher
Elsevier Science
Year
2003
Tongue
English
Weight
121 KB
Volume
36
Category
Article
ISSN
0031-3203

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โœฆ Synopsis


In this article, we propose a new generalization of the rank nearest neighbor (RNN) rule for multivariate data for diagnosis of breast cancer. We study the performance of this rule using two well known databases and compare the results with the conventional k-NN rule. We observe that this rule performed remarkably well, and the computational complexity of the proposed k-RNN is much less than the conventional k-NN rule.


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