Setup Isomap config.

Setup Isomap config.

Usage

setup_Isomap(
  k = 2L,
  dist_method = "euclidean",
  nsd = 0L,
  path = "shortest",
  features = NULL
)

Arguments

k

Integer [1, Inf): Number of components.

dist_method

Character {"euclidean", "manhattan"}: Distance method.

nsd

Integer [0, Inf): Number of shortest dissimilarities retained.

path

Character {"shortest", "extended"}: Path argument for vegan::isomap.

features

Optional Character vector: Names of at least 2 distinct feature columns to decompose. NULL decomposes all numeric features.

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