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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Paper Title
MODIFIED K-NEAREST NEIGHBOURS ALGORITHM FOR CUSTOMER CLASSIFICATION
Authors
Shyamal Goel
Keywords
K � nearest neighbours, clustering, validity, Euclidean distance
Abstract
The original KNN algorithm takes into account the K nearest neighbours of a testing point, and that class or label is assigned to the testing point which holds a majority among the selected K points. But the algorithm does not take into account the classes or labels of the closest neighbours of each of the K selected points. If we also take this parameter into account, we can increase the accuracy of the KNN algorithm. The modified algorithm, has been implemented in [1]. We have taken the same algorithm and applied it on a customer classification dataset, and varied the parameters to increase accuracy and determine their most optimum values.
IJCRT's Publication Details
Unique Identification Number - IJCRT2006130
Paper ID - 195535
Page Number(s) - 958-971
Pubished in - Volume 8 | Issue 6 | June 2020
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Shyamal Goel, "MODIFIED K-NEAREST NEIGHBOURS ALGORITHM FOR CUSTOMER CLASSIFICATION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 6, pp.958-971, June 2020, Available at :http://www.ijcrt.org/papers/IJCRT2006130.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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