setup_Isomap: Setup Isomap config.

In rtemis: Schema-Driven Machine Learning and Visualization

Setup Isomap config.

Description

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(s)

EDG

Examples

isomap_config <- setup_Isomap(k = 3L)
isomap_config

rtemis documentation built on Oct. 20, 2026, 1:06 a.m.