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As a complementary strategy that is not dependent on existing knowledge we performed a Random Forests analysis to select SNPs from our genome-wide dataset with the greatest information content.
The greatest information content pertained to prospective department and institutional decision making (question 1); only limited information was given about strategies for measuring outcomes (question 9).
The second, an "intelligent" data-dependent acquisition paradigm for small molecule discovery, termed "molecular-ion directed acquisition" or MIDA, maximizes the information content from data-dependent MS/MS and SIM by directing the instrument to sample the ions of greatest information content.
Second, with an "intelligent" data-dependent algorithm, termed molecular-ion directed acquisition (MIDA), we maximize the information content generated from unsupervised tandem MS (MS/MS) and selected ion monitoring (SIM) by directing the MS to target the ions of greatest information content, that is, the most-intact ionic species.
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The model's strongpoint is its great information content, strong openness of its structure, wide applicability, and so on.
This result suggests that the generalization of the linear combination of LOVIEs to consider other aggregation operators yields variables with greater information content, and thus, it should contribute to a greater modeling capacity for the QuBiLS-MAS MDs.
Even for the 6 ×2048 network, which is a large network for the 110-h subset, the soft target-trained weight matrices are nearly full rank, indicating much greater information content coming from the soft targets.
As a result, there are emerging and compelling changes in system requirements such as more efficient spectrum usage, higher sensitivities, greater information content, improved robustness to errors, and reduced interference emissions [4, 5].
We show that by ranking antibodies based on their kinetic profiles at two different temperatures, greater information content is acquired, facilitating the selection of antibodies with desired binding characteristics.
Greater information content gives narrower confidence intervals.
Wherever possible, we used continuous variables in preference to binary categorisations of variables due to their greater information content.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com