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Comparing Biclustering Algorithms

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

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

  2. Algorithms Statistical Algorithmic Method for Bicluster Analysis (SAMBA). Order-Preserving Submatrix (OPSM). Flexible Overlapped Clustering (FLOC).

  3. 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

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