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Ensemble clustering by combining single-omics results.

Usage

run_late_fusion(
  data,
  n_clusters,
  single_method = "kmeans",
  consensus_method = "similarity"
)

Arguments

data

List of matrices (features x samples).

n_clusters

Number of clusters.

single_method

Method for single-omics clustering ("kmeans", "hclust", "pam").

consensus_method

Method for combining results ("voting", "similarity").

Value

Data frame with cluster assignments.