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However, the high assignment accuracy (correct hits, %TP (Supplementary Information Table S1)) means that practically all assigned reads were correctly classified by MEGAN.
This result was independently supported by the high assignment rate of individuals to their island of origin for the majority of islands (Table 3).
There is gene flow across the admixture zone of Piedras Blancas, especially towards South_1, but the high assignment to the home population indicates that gene flow is reduced as compared to genetically more homogenous areas.
The high assignment accuracy using the outlier loci was in stark contrast to results based on the eight neutral loci, which only correctly assigned 57.1% of individuals to ecotype (Table 4).
Moreover, the high assignment accuracy and assignment specificity of INDUS with metagenomic data sets (simLC, simMC and simLC having varying levels of taxonomic complexity) in database scenarios simulating real metagenomic conditions, reaffirm the utility and applicability of INDUS for performing a taxonomic classification of real-world metagenomic data sets.
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In order to analyze the influence of hybrids on the genetic diversity of the populations, we performed a second analysis, in which we included the hybrids by assigning them to the parental population for which they had the highest assignment probability.
For each comparison P < 0.0001, except *P = 0.25, ○P = 0.29, and ∇P = 0.041 Gene flow and migration: In the population cluster North between 17% and 77% of individuals reached the highest assignment score for their home population (mean = 48%).
Only in the cluster South_3 for several individuals (range 10-26% per population, mean = 16.75%) the highest assignment score was for a sample locality in another population cluster (South_2: 11 individuals; South_1: 2 individuals).
Although DFAs using differing numbers of variables are not directly comparable, the higher assignment rate of the DFAs using acoustic parameters of both call parts demonstrates that a composite call, i.e. increased complexity within a signal, provides enhanced discrimination compared to each call part alone.
Emergency department admissions requiring cardiac, aortic, or spine surgeries had the highest assignments of EDLIPS points, conferring the highest associated risk for ALI development.
The experimental results using all the six microphone arrays deployed in the room show a high assignment rate in our particular scenario.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com