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Table 4 Results for FC with H = 250 and p = 80% on the Benchmark 2 datasets

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

  Precision Timing
  Novartis St.Jude Normal Gaussian3 Gaussian5 Simulated6 Novartis St.Jude Normal
Hier-A - 6 10 4.0 × 105 1.6 × 106 3.4 × 105
Hier-C - - 10 3.9 × 105 1.4 × 106 3.3 × 105
Hier-S 2 10 2 4.4 × 105 1.5 × 106 3.4 × 105
K-means-R 10 1.4 × 107 5.9 × 106 2.0 × 106
K-means-A - 6 8 5.5 × 106 3.2 × 107 5.4 × 106
K-means-C - - 10 6.5 × 106 3.2 × 107 2.1 × 106
K-means-S 10 7.8 × 106 4.9 × 107 2.1 × 106
Gold solution 4 6 13 3 5 6 - - -
  1. A summary of the results for FC with H = 250 and p = 80%, on all algorithms, except NMF, and for the datasets in Benchmark 2. The table legend is as in Table 1. NMF has been excluded since each experiment was terminated due to its high computational demand. The timing results for the artificial datasets are not reported since the experiments have been performed on a computer other than the AMD Athlon.