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Finally, interpolation errors corresponding to a particular sample design can be used to determine which interpolated values contribute usefully to a band-limited analysis of bathymetric variability.
This allows faster adaptation of the scan speed to a particular sample surface topography.
In our design, each gene in a chromosome corresponds to a particular sample in a trial.
The maximum depth of the tree in GBM is used to control over-fitting as higher depth values will allow model to learn relations very specific to a particular sample.
Aliquots (100 μL) of these dilutions were then spread on a nutrient agar plate and incubated at 37°C for 24 h; after which, the colony-forming units were counted, and the average was taken from the three plates corresponding to a particular sample.
Unique allele richness represents the number of alleles that are unique to a particular sample in comparisons with all other samples, averaged across loci.
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BioAPI states that the primary objective to include quality is to provide information on the suitability of the sample, i.e., the quality metric is used simply to decide to neglect a particular sample.
Sites that were unique to a particular sample-lectin combination are shown in red and those that were shared among sample-lectin combinations are depicted in blue.
Indeed, many schemes were sufficient, and strict adherence to a particular sampling protocol seems unnecessary.
As previously mentioned, it is rarely clear to what degree a particular sample may be restricted, in relation to the reference, because people tend to be self-sorting in the jobs they seek rather than belonging to a random applicant pool.
The basic goal of the FIML method of handling missing data is to identify the population parameter values that are most likely to have produced a particular sample of data and the discrepancy between the data and the estimated parameters is quantified by this likelihood.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com