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This output value is utilized to determine whether a handoff process is necessary or not and to select the best candidate access point in the vicinity.
Since the parameters of the algorithms have significant effects on their performance, the Taguchi method with a novel response value is utilized to tune the parameters of the proposed algorithms.
Sigma value is utilized to select potential antibodies to be deleted.
Sigma value is utilized to select potential frogs to be deleted.
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To avoid selecting genes with high foldchange due to low signal intensity a minimum signal intensity value was utilized.
If multiple probes mapped to the same locus a mean gene expression value was utilized.
To evaluate changes in average MBR, the rate of change in average MBR vs. initial baseline value was utilized, as previously described [ 11, 12].
For the primary efficacy endpoint, Least Square Means from a repeated measure ANCOVA model with effects for study center, treatment, visit, visit by treatment interaction, and baseline subscale value were utilized to assess difference between treatment groups.
The fractional inhibitory concentration index (FICI) value was utilized to assess the synergism (total synergism, FICI ≤ 0.5; partial synergism, 0.5 < FICI ≤ 0.75; no effect, 0.75 < FICI ≤ 2; and antagonism FICI > 2) [ 23].
RASS data were pre-processed to impute missing data using several rules: first, if RASS scoring was not performed during a particular hour, the subsequent hourly RASS value was utilized in the analysis; if the subsequent hour had no RASS value, the previous hourly value was used; if neither value was available then that hour was considered to have no RASS data point.
In the application of SVM to a fault diagnosis problem, typically a discrete decision function with discrete output values is utilized in order to solely define the label of the fault.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com