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To be certain of our results, we checked whether the performance increase occurs for stricter match measures (see Sect. " Experimental setup") as well and found that, although absolute performance drops, the relative improvement by attentional modulation persists.
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In a Gallup poll conducted in October, just 44 percent of Americans said the laws covering the sale of firearms should be made stricter, matching Gallup's record low on the question set in 2009.
Therefore, the stricter matching implemented in the MMMvII algorithm does indeed result in faster running times.
Thus, while substring search will match a partial identifier to a frame, CycTools enforces a stricter matching policy by filtering out matches that do not contain complete matches to an alternate identifier.
The recursive nature of the MMM algorithm is such that solutions with higher score will take more time to compute than small solutions, and MMMvII would be expected to be faster due to the stricter matching requirement and smaller scores.
However, the nature of the study was purely descriptive and we do not attempt to quantify associations, rather quantify overall differences in physical comorbidity irrespective of the potential underlying factors (a much stricter matching would be at risk of overcontrolling).
Since STR classifies co-complex edges across a large range of clusters, it is able to recall many test complexes; but its lower accuracy in edge classification means that many of its clusters include extra or missing proteins, causing them not to be matched at a stricter matching threshold.
This means that the strictest match includes only skill to task assignments which were identified to be relevant in all four Q matrix models; the smoothest match includes all skill to task assignments which were identified in at least one of the four single Q matrix models.
Probe selection was based on a previously published longest common factor approach and on subsequent filtering of candidate capture probes according to strict match and mismatch limits, which conferred robust signalling with low cross-hybridisation.
The strict matching function is fast because of the selectivity of each node label.
We implemented an exact function called strict matching and a function tolerating some errors called light matching.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com