Setup Isomap config.

Setup Isomap config.

Usage

setup_Isomap(
  k = 2L,
  dist_method = c("euclidean", "manhattan"),
  nsd = 0L,
  path = c("shortest", "extended")
)

Arguments

k

Integer: Number of components.

dist_method

Character: Distance method.

nsd

Integer: Number of shortest dissimilarities retained.

path

Character: Path argument for vegan::isomap.

Value

IsomapConfig object.

Author

EDG

Examples

isomap_config <- setup_Isomap(k = 3L)
isomap_config
#> <Isomap DecompositionConfig>
#>           k: <int> 3
#> dist_method: <chr> euclidean
#>         nsd: <int> 0
#>        path: <chr> shortest