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Table 3 Results for FC with H = 250 and p = 80% on the Benchmark 1 datasets

From: Speeding up the Consensus Clustering methodology for microarray data analysis

  Precision Timing
  CNS Rat Leukemia NCI60 Lymph. Yeast PBM CNS Rat NCI60 Yeast PBM
Hier-A 2 4.7 × 104 5.2 × 104 1.4 × 106 3.7 × 107
Hier-C 5 14 - ⑰ 4.4 × 104 6.4 × 104 1.4 × 106 3.7 × 107
Hier-S 2 8 10 2 5.3 × 104 5.2 × 104 1.4 × 106 3.0 × 107
K-means-R 16 3.7 × 105 1.2 × 106 1.6 × 107 1.6 × 108
K-means-A 12 3.1 × 105 9.3 × 105 1.8 × 107 2.1 × 108
K-means-C 12 2.5 × 105 6.5 × 105 1.4 × 107 2.0 × 108
K-means-S 7 2 3.7 × 105 6.9 × 105 1.9 × 107 2.4 × 108
NMF-R - - 1.1 × 108 6.3 × 107 - -
NMF-A - - 3.0 × 107 1.2 × 107 - -
NMF-C - - 2.9 × 107 1.2 × 107 - -
NMF-S 2 8 - - 3.5 × 107 1.2 × 107 - -
Gold solution 6 3 8 3 5 18 - - - -
  1. A summary of the results for FC with H = 250 and p = 80%, on all algorithms and on the Benchmark 1
  2. datasets. The table legend is as in Table 1.