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In summary, the multi-level datasets we have generated in this study coupled to our pathway-level analysis have resulted in new insights into the metabolic strategies carried out to effect this shift between two dramatically different modes of growth, one energy-limited (succinate), and the other reducing-power limited (methanol).
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A multi-level delimited dataset with standard optimizations might take only 10TB of disk.
These multi-level and multi-scale datasets have made the inference of integrative GRNs possible.
Datasets are complex, with information spanning multi-level hierarchies, and they are also very large files are often of near gigabyte size.
First, the quantitative phase of the study consisted of multi-level multivariate analyses of the data constructed from merging three datasets.
We therefore ran the multi-level GEE models on a 2% random sample of the full dataset (62,459 observations) and logistic regressions on the sample and full datasets.
Both datasets were geo-coded using Gauss Krueger coordinates and integrated into multi-level analyses.
As inspired by [15], the presence of multi-level relevance information and hierarchical grouping of vessels may allow exploitation of MARVEL dataset for a further performance improvement for particular marine vessel recognition tasks in the future.
This feature fusion method has proven to be effective on a dataset that is carefully organized to support research on this new multi-level photo quality assessment problem.
These are multi-level problems.
"They're multi-level, dogleg tunnels.
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