A new edited k-nearest neighbor rule in the pattern classification problem


A new edited k-nearest neighbor (k}NN) rule is proposed. For every sample y in the edited reference set, all the kor (k#l)-nearest neighbors of y must be in the class to which y belongs. Here l denotes the number of samples which tie with the kth nearest neighbor of y with respect to the distance from y. The performance of the rule proposed has been… (More)
DOI: 10.1016/S0031-3203(99)00068-0


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