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Ratio of knowledge content present in dataset after sanitization.
Fig. 6 Effect of varying sensitive content size present in dataset with varying number of computing nodes in cluster (MaxFIA) Fig. 7 Effect of varying sensitive content size present in dataset with varying number of computing nodes in cluster (SWA).
For several genes, the presence of alternative transcripts resulted in an uncorrected model (e.g. the model coding for the 247279 protein) indicating the method may not identify multiple splice variants when more than one variant is simultaneously present in dataset.
In no cases (out of 10,000) does an arbitrary set of 216 nodes out of 22,811 intersect with such a large cardinality with those present in dataset Reg_M (p value < 10-4).
In contrast, MCE designed to estimate nonlinear distances and to deal with local irregularity in small datasets addresses nonlinearity by considering even the total groups of control (C, red spots) and pain (P, blue spots) patients present in dataset 1 (Fig. 2C).
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Rough Set Theory [ 29] is a mathematical tool for data analysis that has been used to address vagueness and inconsistencies present in datasets [ 30].
The allele dynamics for each marker are presented in Dataset S1, figures S1, S2, S3, S4; Tables S1, S2.
Presented in Dataset S1 (with an accompanying description in Text S1) are the genes, their fold change, a measure of average read count and a flag indicating especially lowly expressed (low read count) genes.
The data presented in dataset 1 seems compatible with the figures presented with the article.
The emergence of complex forming proteins as the main contributor of evolutionary rate variation is again supported by the fact that the proteins in FULL dataset (3335 proteins are present in the dataset) evolve faster than the proteins that are present in CORE dataset (1741 proteins are present in the dataset) (Mann-Whitney U test, P = 1.50 × 10-2 ).
The domains and motifs for SUMO4, GAPDH and EGFR are presented in Datasets S3 and S4.
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