Articles with "compute posterior" as a keyword



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An Efficient Algorithm for Bayesian Nearest Neighbours

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Published in 2017 at "Methodology and Computing in Applied Probability"

DOI: 10.1007/s11009-018-9670-z

Abstract: K-Nearest Neighbours (k-NN) is a popular classification and regression algorithm, yet one of its main limitations is the difficulty in choosing the number of neighbours. We present a Bayesian algorithm to compute the posterior probability… read more here.

Keywords: probability; nearest neighbours; efficient algorithm; compute posterior ... See more keywords