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Comparing Biclustering Algorithms Todd A. Gibson University of Colorado Health Sciences Center [email protected]

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Comparing Biclustering Algorithms. Todd A. Gibson University of Colorado Health Sciences Center [email protected]. Algorithms. Statistical Algorithmic Method for Bicluster Analysis (SAMBA). Order-Preserving Submatrix (OPSM). Flexible Overlapped Clustering (FLOC). Method. - PowerPoint PPT Presentation

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Page 1: Comparing Biclustering Algorithms

Comparing Biclustering Algorithms

Comparing Biclustering Algorithms

Todd A. GibsonUniversity of Colorado Health Sciences Center

[email protected]

Todd A. GibsonUniversity of Colorado Health Sciences Center

[email protected]

Page 2: Comparing Biclustering Algorithms

AlgorithmsAlgorithms

Statistical Algorithmic Method for Bicluster Analysis (SAMBA).Statistical Algorithmic Method for Bicluster Analysis (SAMBA).

Order-Preserving Submatrix (OPSM).Order-Preserving Submatrix (OPSM).

Flexible Overlapped Clustering (FLOC).Flexible Overlapped Clustering (FLOC).

Page 3: Comparing Biclustering Algorithms

ResultsResults

MethodUser-Defined Parameters

Coverage Precision Focus

SAMBA(graph)

- High Low Blurry

OPSM(ranks)

# Columns High Med Sharp

FLOC(residue)

# Clusters Low High Sharp


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