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For example, the Cancer Genome Atlas (TCGA) dataset is over a petabyte in size and consists of more than 575,000 files.
The marginal cost at the median level of coverage in the case study dataset is over 25 times the equivalent value for the financial dataset (INR335 and INR 13, respectively).
As the number of three-way interactions in such a dataset is over 2 × 10, searching exhaustively for higher order interactions would be infeasible even on multiprocessor computing clusters.
As shown in Table 4, although the number of unique SNPs in the HapMap LD dataset is over 2.5 million in the JPT, CHB and CEU panels, the Me is less than 1 million and the ratio of Me to the observed number (i.e., the effective ratio) is low, ranging from 0.26 to 0.30.
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It was observed that, the overall jackknife success rate by the new predictor on a newly constructed benchmark dataset was over 80.23%, and the Mathews correlation coefficient is 0.73, indicating a good prediction.
Frequencies of these scaffolds for No. 1, 2, 4, 6 and 7 fragments found in different datasets are over 5. Interestingly, 8 out of the 10 most frequently occurring scaffolds of TCMCD cannot be found in any of the other 11 libraries.
Linkage proportions for the two datasets were over 97percentt[ 24].
The public datasets where miR168 sequence is over-represented in detected plant miRNAs are from insects, chicken and mammals.
Moreover, several detoxification genes found under-transcribed in our dataset, were found over-transcribed in Ae. aegypti larvae submitted to a chemical challenge [ 71].
In totality, this dataset is based on over 20 million individual data items extracted from the original VA interview material, condensed to findings on around 100,000 deaths, and categorised into 60 causes by 22 sites by 14 age sex groups.
In three of the five gene expression datasets KSR1 was over-expressed in RF-ve polyarticular JIA (Additional file 4: Table S4).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com