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Table 6 includes a summary for comparison of our results with that of the previous studies which have used the same datasets with our study.
We adopted the same datasets with previous research [ 10, 11].
Figure 2B shows the results of an identical analysis of the same datasets with the EIGENSOFT software.
Epistatic fitness effects remained significantly correlated with the same datasets with the exception of expression level, for which the relationship was no longer significant.
Similarly, when GSMA was performed on the same datasets with the TransFac gene lists, the NRO and total RNA patterns of enrichment were again quite different (Fig. 5C).
We also aligned the same datasets with hmmalign from the HMMER package (Eddy, 2011): for that, the model was based on the full reference alignment and default options were used.
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For another view of the same dataset (with graphs showing different aspects of the data) there's Horace Dediu's analysis at Asymco.
Following the recent Global Carbon Project GCPP) synthesis of the decadal methane (CH4) budget over 2000 2012 (Saunois et al., 2016), we analyse here the same dataset with a focus on quasi-decadal and inter-annual variability in CH4 emissions.
The first was quite a while ago, in June of 2011 according to the same dataset, with Bitcoin spiking to a then sky-high $30 or so.
In contrast, the modeling of the same dataset with the relational model requires to flatten the structure of an email by removing fields hierarchy.
Even it is possible to use the same dataset with the different train and test sets and consequently, their reported accuracies cannot be compared.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com