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We systematically vary model parameters to investigate the effect of different hybridization conditions, transcript abundance levels, and degree of differential expression on the performance of the microarray assay.
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The detection p-values for expression depend on the performance of negative control bead-types for their calculation.
To consider the influence of SSR expression on the diagnostic performance of PET and PET/CT, a separate analysis was performed for SSR positive (SSR+) and SSR negative (SSR–) lesions.
Numerical results show the effect of the parameters intervening in the derived expression on the algorithm performance.
Therefore, at least on this expression dataset, the performance of the majority rule method is similar to the SVM.
This indicates that by integrating text and expression our method can improve on the performance of using either one of these datasets on their own.
Given this difficulty and the purpose of this study, to examine whether different computational methods would generate consistent results on expression conservation, the performances of Liao and Zhang's method, Dutilh et al.'s method, ICC and Essien et al.'s method were evaluated based on their pair-wise agreements.
The optimal values in Figures 5, 6, 7, 8, and 9 are obtained through exhaustive search based on the expressions in the 'Performance analysis' section.
She appreciated the focus on facial expressions during the performance, in contrast to the elaborate costuming which she felt distracted from other numbers.
A power analysis (for β≤0.2) of the number of replicates required to detect fitness differences between EVC or irPI and WT lines based on the 20-replicate experiment revealed just how small the chances were of having transformation-related side-effects confound the analysis of TPI expression on reproductive performance.
Figure 2D shows that the actual level of expression has relatively little effect on the performance of the Associative analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com