Nearest neighbor pattern classification (k-nearest neighbor classification,KNN) by M. E. Maron ({Github}) The nearest neighbor decision rule assigns to an unclassified sample point the classification of the nearest of a set of previously classified points. This rule is independent of the underlyin...