Cross-validates clique finding and Betti numbers against igraph
and known topological invariants. Useful for testing.
Usage
verify_simplicial(mat, threshold = 0)
Arguments
- mat
A square adjacency matrix.
- threshold
Edge weight threshold.
Value
A list with $cliques_match (logical),
$n_simplices_ours, $n_simplices_igraph,
$betti, and $euler.
Examples
mat <- matrix(c(0,.6,.5,.6,0,.4,.5,.4,0), 3, 3)
colnames(mat) <- rownames(mat) <- c("A","B","C")
verify_simplicial(mat, threshold = 0.3)
#> Cliques: MATCH (7 simplices)
#> Betti: b0=1 b1=0 b2=0
#> Euler: 1 (Euler-Poincare: VERIFIED)
