It should also be pointed out that there is an undeniable current trend of big data, which leads to the fact that the term "big data" is now used to qualify datasets that, in the past, would not have been called this way.
In order to interpret antisense transcripts more broadly in a functional context, the datasets were qualified by characterization of signals associated with miRNAs [14] and ribosomal genes, the latter which serve as controls by virtue of being deeply conserved and highly expressed (see Supplemental Text File S1).
In summary, IBEA has proven to be a good choice because it presents qualified solutions for all the datasets, as demonstrated by GD.
Reference was made using all assembled transcripts, and all qualified reads from each sequencing dataset were mapped back to reference sequence respectively.
Drugs are well qualified for use in a method evaluation dataset, as they are well tested and had to pass selectivity standard tests to get approved.
We began this analysis in the van de Vijver dataset, where 520 gene sets qualified to be used as features.
We searched GEO database by keywords and identified 49 datasets (Additional file 1: Table S2), of which 23 were qualified for expression analysis in this study.
aSee Additional file 3. The following results are restricted to probe sets that were qualified by a 'present call' for all samples of the respective dataset.
Moreover, we can consider that the size of datasets that qualify as big data may keep on increasing due to the main property of big data, which is the challenge on data processing and the fact that computational infrastructure that is required to process these large-scale datasets may progress with time.
As CpG coverage was assessed qualitatively for analysis of the Endometrial dataset, five lanes of data with borderline 5x CpG coverage were not excluded that would have qualified for exclusion due to this criterion.
