sparsity {coop} | R Documentation |
Show the sparsity (as a count or proportion) of a matrix. For example, .99 sparsity means 99% of the values are zero. Similarly, a sparsity of 0 means the matrix is fully dense.
sparsity(x, proportion = TRUE)
x |
The matrix, stored as an ordinary R matrix or as a "simple triplet matrix" (from the slam package). |
proportion |
Logical; should a proportion or a count be returned? |
The implementation is very efficient for dense matrices. For sparse triplet matrices, the count is trivial.
The sparsity of the input matrix, as a proportion or a count.
Drew Schmidt
## Completely sparse matrix
x <- matrix(0, 10, 10)
coop::sparsity(x)
## 15\% density / 85\% sparsity
x[sample(length(x), size=15)] <- 1
coop::sparsity(x)