It is shown that bagging, a computationally intensive method, asymptotically improves the performance of nearest neighbour classifiers provided that the resample size is less than 69% of the actual ...
The Annals of Statistics, Vol. 36, No. 5 (Oct., 2008), pp. 2135-2152 (18 pages) The kth-nearest neighbor rule is arguably the simplest and most intuitively appealing nonparametric classification ...
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