A permutation test approach to the choice of size k for the nearest neighbors classifier
Lai Y, Wu B, Zhao H. A permutation test approach to the choice of size k for the nearest neighbors classifier. Journal Of Applied Statistics 2011, 38: 2289-2302. DOI: 10.1080/02664763.2010.547565.Peer-Reviewed Original ResearchNearest neighbor classifierNeighbor classifierReal-world data setsCross-validation approachPrediction accuracyStatistical pattern recognitionHigh prediction accuracyMachine learningNumber of neighborsPattern recognitionMultiple sample groupsInformative featuresNumber of NNsSize k.Size kData setsClassifierPopular methodCross-validation procedureTest approachClassificationAccuracyLearningNeighborsNN