sparsity: Sparsity

In coop: Co-Operation: Fast Covariance, Correlation, and Cosine Similarity Operations

Description

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.

Usage

sparsity(x, proportion = TRUE)

Arguments

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?

Details

The implementation is very efficient for dense matrices. For sparse triplet matrices, the count is trivial.

Value

The sparsity of the input matrix, as a proportion or a count.

Author(s)

Drew Schmidt

Examples

## 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)

coop documentation built on Sept. 19, 2021, 5:07 p.m.