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DistanceFunction

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Option naming the metric a nearest-neighbour or clustering function measures with

DistanceFunction
Nearest[{{5, 9}, {2, 4}, {3, 8}, {0, 8}, {5, 2}}, {5, 5}, DistanceFunction -> ChessboardDistance] → {{2, 4}, {3, 8}, {5, 2}}

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