observations (classification). NNS clustering is very similar to k-means clustering, and we direct the reader to Vinod and Viole … classification problems using NNS clustering analysis.We demonstrate how NNS clustering is quite effective, as well as an alternative … method NNS employs for classification tasks. We compare predictions of test sets with NNS, k-means using the "cl …