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Fit Consensus Clustering

Usage

fit_uccdf(
  data,
  id_column = NULL,
  candidate_k = 2:4,
  n_resamples = 20L,
  row_fraction = 0.8,
  col_fraction = 0.8,
  latent_dims = 4L,
  seed = 123
)

Arguments

data

A data frame or matrix-like object.

id_column

Optional identifier column name.

candidate_k

Candidate cluster counts.

n_resamples

Number of resamples.

row_fraction

Fraction of rows per resample.

col_fraction

Fraction of active columns per resample.

latent_dims

Number of latent dimensions.

seed

Random seed.

Value

An object of class uccdf_fit.