dist_to_knn {scanstatistics} | R Documentation |
Given a distance matrix, find the k
nearest neighbors.
Description
Given a distance matrix, calculate the k
nearest neighbors of each
location, including the location itself. The matrix should contain only zeros
on the diagonal, and all other elements should be positive.
Usage
dist_to_knn(x, k = min(10, nrow(x)))
Arguments
x |
A (square) distance matrix. Elements should be non-negative and the diagonal zeros, but this is not checked. |
k |
The number of nearest neighbors, counting the location itself. |
Value
A matrix of integers, row i
containing the k
nearest
neighbors of location i
, including itself.
Examples
x <- matrix(c(0, 0,
1, 0,
2, 1,
0, 4,
1, 3),
ncol = 2, byrow = TRUE)
d <- dist(x, diag = TRUE, upper = TRUE)
dist_to_knn(d, k = 3)
[Package scanstatistics version 1.1.1 Index]