Refit an explicit participant-exclusion SOM sensitivity model — RefitSOMSensitivity • SciDataReportR

Creates a separately labelled sensitivity model after a reviewer-specified exclusion. It never changes the source model and records the excluded row IDs and stated reason in the returned object.

Usage

RefitSOMSensitivity(
  object,
  data,
  exclude_row_ids,
  exclusion_reason,
  stability_resamples = 30L,
  ...
)

Arguments

object: A confirmed or ordinary Pipeline_SOM_MClust object.
data: The original analysis data.
exclude_row_ids: Explicit .row_id values to exclude.
exclusion_reason: Human-readable reason recorded in provenance.
stability_resamples: Sensitivity-model refits, default 30.
...: Additional arguments passed to CreateClusterModel_SOM_MClust().

Value

A separate Pipeline_SOM_MClust sensitivity model.