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- W2383668047 abstract "This paper discusses the influence of three data normalization methods on the performance of K-Nearest Neighbor(KNN) classifier.The simulation results on the 12 real-life benchmark datasets and 1 artificial dataset show that on most datasets,the data normalization methods can enhance the recognition rate of KNN classifier.Motivated by these results,it explores why the data normalization methods work and presents a rule to indicate when the data normalization method is applied on the dataset according to the distribution characteristic of data." @default.
- W2383668047 created "2016-06-24" @default.
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- W2383668047 date "2010-01-01" @default.
- W2383668047 modified "2023-09-28" @default.
- W2383668047 title "Influence of Data Normalization Methods on K-Nearest Neighbor Classifier" @default.
- W2383668047 hasPublicationYear "2010" @default.
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