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In view of the discrepancy of the correlations observed between genetic and Euclidean distances when using continuous or binary matrices, the sensitivity of results to the selection of different thresholds was further investigated.
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Thus, the GPU is not only used for trivial multiplication tasks but also for the assembly of the forward and adjoint system matrices and the sensitivity matrix, for example.
Based on the combined influence matrix, the sensitivity value of a product element to all exogenous factors is obtained.
The confusion matrix, the sensitivity, the specificity and the accuracy of the individual classifiers are presented.
Thus, if blood is used as a matrix, the sensitivity of the analytical method and the matrix volume available for analysis may become important.
For the average stage-classified matrix, the sensitivity of λ to the transition from larva to pupa was the highest (p32 = 0.74), followed by sensitivity of λ to larval survival (p22 = 0.29), gravid female survival (p66 = 0.28), the transition from mated to gravid female (p65 = 0.25), and the transition from egg to larva (p21 = 0.20; Figure 3).
Using the Jacobian: The Jacobian matrix is the matrix of the sensitivity functions for all the parameters open to optimization, as calculated at the location of the minimized objective function, the "best fit".
Table S7: The direction matrices and the sensitivity analyses for the proteomic and transcriptomic high-level directional networks.
All compute intensive steps of the reconstruction algorithm have a high degree of locality: A major part of the operations, e.g. the assembly of the system matrices or the sensitivity, can be performed in an element-by-element fashion.
This local matrix forms around day 4 in culture, making the cells stiff inclusions in a soft matrix (agarose gel), but with time in culture, this cell-associated matrix modulates the sensitivity to chemical factors.
The impact of these early changes in the biofilm matrix on the sensitivity to antimicrobials is shown in Fig. 3d.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com