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Generate a new NearestNeighbours

Usage

new_nearest_neighbour(indices, dist, k, n)

generate_nearest_neigbours_class(indices, dist, k, n)

Arguments

indices

Integer. Nearest neigbours in flat storage format. Need to be sorted!

dist

Numeric. Nearest neighbour distances in flat storarge format. Need to be sorted! On the scale of the metric they were generated with, i.e. Euclidean rather than squared Euclidean.

k

Integer. Number of k-neighbours per sample.

n

Integer. Number of samples.

Value

Initialised NearestNeighbours class.