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As such, the speed and good statistical distribution of the hash function to control the FPR and also minimize the number of collisions in the hash tables is an important aspect to limit variations in performance as a result of dataset characteristics.
Although the SEAMAP project has not had a random approach to obtaining observations on marine mammals, seabirds, and sea turtles, this gap analysis is a first assessment to determine not only SEAMAP project gaps compared to the greater research community, but also to look into possible biases in research as a result of dataset holdings.
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The binary matrices were subjected to hierarchical agglomerative cluster analyses performed by means of the hclust- function within R. To illustrate an example of cluster analyses, Figure 4 depicts a result of a dataset comprising 873 MS/MS peak lists.
This is not a result of IgG datasets having been sequenced much more deeply than the other two groups; in fact, the median sequencing depth of IgG controls is lower.
Such conflicting conclusions may be a result of the different datasets and methods used to compute conservation.
As a result of the analysis, datasets 5, 6, and 15 have been classified as inconsistent with both methods.
As a result of the integration of datasets from six mapping populations our final triticale consensus map incorporated 2602 loci (74.1% unique) covering 2309.9 cM (Table 3).
It can also occur as a result of combining multiple genomic datasets from different sources.
Another limitation is the inability to adjust for disease comorbidities as a result of the limitations of the dataset.
Whether this is a real and widespread phenomenon or simply a result of the unsuitability of the datasets utilised with regard to sampling density is unclear.
(17) As a result of the typical sparsity in such dataset, matrix W will also be sparse.
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