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. 2006 Jul 25;2(3):155–164. doi: 10.1007/s11306-006-0029-z

Table 5.

Stability of network inference against noise

  Real data 1 ppm 2 ppm 5 ppm 10 ppm 20 ppm 100 1000 10,000 Random
Clusters 2472 2254 2040 1660 1365 1113 470 53 35 19
Explained distances 25,370 22,988 21,094 16,966 13,213 10,003 3261 328 213 115
% Excess over random 100 90.5 83.1 66.7 51.9 39.2 12.5 0.8 0.4 0

Uniformly distributed random noise of the indicated size was added to all observed masses and the network reconstructed as described in the text.