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However, distributed solutions that converge to a Nash equilibrium may be suboptimal in terms of maximizing the total system utility.
While promising, most existing works apply convex methods, which may be suboptimal in terms of the accuracy of feature selection and parameter estimation.
Just as for the individual network thresholds used in the voting method, the default ensemble classification threshold used in averaging maximizes J and can be suboptimal in terms of predictive values.
19 Joint discussions among the study KMDs, ED physicians and investigators revealed that current ED management of such conditions seems to be suboptimal in terms of patient satisfaction, mainly based on the clinical experiences at the hospital.
Overall, these considerations suggest that standard carbapenem dosages (for example, imipenem 2 g/day) may be suboptimal in terms of microbiologic eradication and resistance development for some infections in some patients, particularly pathogens with intermediate susceptibility and patients with altered pharmacokinetic properties when doses are not adjusted appropriately.
Lowering AHI below 15 events/h of sleep may be suboptimal in terms of improved nocturnal respiration, cardiac function, or mortality.
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However, most equalizers for these systems optimize proxy metrics that are easy to use but are suboptimal in terms of BER.
Arguing that current approaches are suboptimal in terms of matching tasks and contributors' individual interests and capabilities, this article advocates the introduction of personalized task recommendation mechanisms.
This approach is suboptimal in terms of CPU-resource consumption: evaluation of the full path probability is generally useless as the intermediate scores could be sufficient to prune the low-probability paths.
Trials of NMDA (N-methyl-D-aspartate) antagonists, however, have been troubled by psychotomimetic side effects that may well have meant that the maximal dose that could be tolerated was suboptimal in terms of neuroprotection.
For example, comparing Fig. 2 with 3 reveals that the standard filters used for CFP and YFP were suboptimal (in terms of maximizing ΔF/F values) in the case of VSFP2.3.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com