Audit representation quality across a SOM ensemble

Audit representation quality across a SOM ensemble

Usage

audit_som(ensemble)

Arguments

ensemble

A fitted som_ensemble.

Value

A som_audit object containing fit-level metrics and summaries.

Examples

data <- simulate_som_scenario("clusters", n = 45, p = 3, seed = 1)
specification <- som_spec(c(3, 2), seeds = 1:2, rlen = 10, k = 2)
audit_som(fit_som_ensemble(data, specification, keep_models = FALSE))
#> <som_audit>
#>   successful fits: 2 
#>   success rate   : 100.0% 
#>   grids audited  : 1