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Table 1 Comparison of area under ROC for measures

From: Multiplicity: an organizing principle for cancers and somatic mutations

Measures Dimension Area under ROC
Kamada-Kawai and gene maximum multiplicity 3D 0.84
Gene maximum multiplicity 1D 0.83
Kamada-Kawai 2D 0.79
Mutation rate 1D 0.57
  1. Comparison of four different measures for clustering the somatic mutation data: (1) a clustering which combines the two-dimensional representation of the Kamada and Kawai and gene maximum multiplicity, (2) a clustering on the one-dimensional representation of gene maximum multiplicity, (3) a cluster on only the two-dimensional Kamada and Kawai representation, and (4) a clustering on the one-dimensional representation of mutation rates of the genes