most citedSolving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach

172 citations · 193 across the 2 of their papers we have counts for

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2 papers

cs.LG2015★ 21 cited

On Enhancing The Performance Of Nearest Neighbour Classifiers Using Hassanat Distance Metric

Mouhammd Alkasassbeh, Ghada A. Altarawneh, Ahmad B. A. Hassanat

We showed in this work how the Hassanat distance metric enhances the performance of the nearest neighbour classifiers. The results demonstrate the superiority of this distance metr…

cs.LG2014★ 172 cited

Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach

Ahmad Basheer Hassanat, Mohammad Ali Abbadi, Ghada Awad Altarawneh +1

This paper presents a new solution for choosing the K parameter in the k-nearest neighbor (KNN) algorithm, the solution depending on the idea of ensemble learning, in which a weak…