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Considering the behavior in the stochastic results, it can be said that the population of resistant bacteria is expected to be similar in random cases.
The Q-Q plot of the VEGAS-all set showed a trend most closely located as would be expected in random cases.
The significance of the percent/average degree in the real case was evaluated by counting the probability where the real value was larger/smaller than the value in random cases.
The following diagrams show the results: As it can be seen, we did not get significantly better or worse topology prediction accuracy by removing the 61 protein used for training the various methods, than in random cases, indicating that the used methods are not overfitted to the structure benchmark set.
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In random case, Zhao [23] obtained random attractors for the p-Laplacian-type equation driven by additive noise.
Random modeling of the distribution of the three numbers shows that samples have gene mutations in both modules occur with a chance of 25% in random case.
In random case the expected frequencies are proportional with the ratio of the short listed set size relative to total number of genes.
Validation of automated quantification was performed in 20 random cases in which Sox11 nuclear immunoreactivity was manually estimated.
p65/RelA, HIF-1a and p53 were assessed in 30 random cases, whereas the remaining antibodies in the entire cohort.
rbcL amplification was unproblematic and successful for all samples, in four random cases trnL-F amplification failed completely for unknown reasons.
On average, cliques appear to be more coherent than what would be expected in the random case, in particular for triangles, which show high coherence values.
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