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Comparing Biclustering Algorithms. Todd A. Gibson University of Colorado Health Sciences Center Todd.Gibson@UCHSC.edu. Algorithms. Statistical Algorithmic Method for Bicluster Analysis (SAMBA). Order-Preserving Submatrix (OPSM). Flexible Overlapped Clustering (FLOC). Method.

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comparing biclustering algorithms
Comparing Biclustering Algorithms
  • Todd A. Gibson
  • University of Colorado Health Sciences Center
  • Todd.Gibson@UCHSC.edu
algorithms
Algorithms

Statistical Algorithmic Method for Bicluster Analysis (SAMBA).

Order-Preserving Submatrix (OPSM).

Flexible Overlapped Clustering (FLOC).

results

Method

User-Defined Parameters

Coverage

Precision

Focus

SAMBA

(graph)

-

High

Low

Blurry

OPSM

(ranks)

# Columns

High

Med

Sharp

FLOC

(residue)

# Clusters

Low

High

Sharp

Results