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While the suitability of our approach to remove large artifactual subspaces of the data is a welcome result, an open question remains that addresses the potential performance increase by careful artifact removal.
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The impact of workload characteristics on expected performance is also discussed, and it is found that in general as basis set size increases the potential performance of the system also increases.
But note that the potential performance improvement achieved by increasing the codebook size is larger for multi-user RCDQ than for single-user CLSM, because the gap to perfect channel knowledge is larger (see Figure 3).
A way to increase the potential performance of feature generation is to open the system so that it exploits information or knowledge produced "outside", for example, knowledge available online, in an e-science perspective.
The difference between channel capacity and mutual information is only small, and, therefore, even knowledge of the full channel state information at the transmitter does not considerably increase the potential performance.
For our previously introduced local QMEAN score (QMEANlocal) (Benkert et al., 2009), normalized interaction potentials lead to a slight performance increase (data not shown).
Aptamers are receiving increasing attention in lateral flow applications because of a number of important potential performance advantages.
The performance increase is unbelievable".
and potential performance and ascertainment bias.
The regents also increased potential performance-based bonuses from $250,000 to more than $300,000.
Examination of the apparent accuracy of a multivariable model using the training dataset results in optimistically biased performance [ 24], and the potential for optimism in model performance increases when the number of events decreases and the number of candidate predictors increases [ 25].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com