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Validates a set of pre-selected anchors on new data to ensure they maintain good performance.

Usage

validate_anchors(
  data,
  anchor_indices,
  n_components = 20,
  reference_metrics = NULL
)

Arguments

data

New dataset to validate on

anchor_indices

Pre-selected anchor indices

n_components

Number of components (should match selection)

reference_metrics

Optional reference metrics from training

Value

Validation report