denpoints Estimates the densities values of a sample.
denpoints(x, k = 4)
A distance matrix calculated on
The number of nearest neighbors to calculate local point density
For a fixed
y, density of
y is defined as the sum of
z that are the k-nearest neighbors of
A real vector containing the density values for each point
Juan Domingo Gonzalez <firstname.lastname@example.org>
Hasan AM, et al. Robust partitional clustering by outlier and density insensitive seeding. Pattern Recognition Letters, 30(11), 994-1002, 2009.
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