Local Distribution in Neighborhood for Classification

7 Dec 2018Chengsheng MaoBin HuLei ChenPhilip MooreXiaowei Zhang

The k-nearest-neighbor method performs classification tasks for a query sample based on the information contained in its neighborhood. Previous studies into the k-nearest-neighbor algorithm usually achieved the decision value for a class by combining the support of each sample in the neighborhood... (read more)

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