The Resistance to Label Noise in K-NN and DNN Depends on its Concentration

Amnon Drory, Oria Ratzon, Shai Avidan +1

We investigate the classification performance of K-nearest neighbors (K-NN) and deep neural networks (DNNs) in the presence of label noise. We first show empirically that a DNN's p…