An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier

Stefanos Ougiaroglou, Georgios Evangelidis, Dimitris A. Dervos

The k-Nearest Neighbor (k-NN) classification algorithm is one of the most widely-used lazy classifiers because of its simplicity and ease of implementation. It is considered to be…