Adjustment Identification Distance — aid • caugi

Compute the Adjustment Identification Distance (AID) between two graphs using the gadjid Rust package.

Usage

aid(truth, guess, type = c("oset", "ancestor", "parent"), normalized = TRUE)

Arguments

truth: A caugi object.
guess: A caugi object.
type: A character string specifying the type of AID to compute. Options are "oset" (default), "ancestor", and "parent".
normalized: Logical; if TRUE, returns the normalized AID. If FALSE, returns the count.

Value

A numeric representing the AID between the two graphs, if normalized = TRUE, or an integer count if normalized = FALSE.

See also

Other metrics: hd(), shd()

Examples

set.seed(1)
truth <- generate_graph(n = 100, m = 200, class = "DAG")
guess <- generate_graph(n = 100, m = 200, class = "DAG")
aid(truth, guess) # 0.0187
#> [1] 0.1086869