Improving the accuracy of nearest-neighbor classification using principled construction and stochastic sampling of training-set centroids

Stephen Whitelam

A conceptually simple way to classify images is to directly compare test-set data and training-set data. The accuracy of this approach is limited by the method of comparison used,…