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Hence, the tolerance was relaxed to 0.12 and the GA code was evolved for 200 generations while retaining the population size of 20.The ensemble of alternate networks thus generated was analyzed for frequency of appearance of each of the connections) which was hypothesized to directly correspond to its robustness against experimental noise.
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No cDNA libraries used in this study were experimentally normalized during library preparation, and therefore they were expected to retain the populations of the original mRNAs almost entirely.
To further balance our model to make it equally good at identifying men and women, we tried either modifying the penalty term for each gender (inversely proportional to its relative frequency in the training set) or creating a balanced train set by undersampling the majority class while retaining the original population distribution in the test set.
Given the difficulty in engaging and retaining the target population (middle aged males) the estimated sample size was increased to account for a 45% dropout rate.
As access to motor vehicles became more widely available, travelling from village to field was easier and modern villages became viewed as more suitable for retaining the rural population than isolated farmsteads.
Hence "It may be that a growing people cannot win colonies from uncivilized races, and yet the State wishes to retain the surplus population which the mother-country can no longer feed.
Strategies to retain the study population included telephone and written notification of follow-up assessments, offers to reschedule missed assessment appointments and telephone contact to encourage rescheduling of assessments.
Indeed, some authors have already chosen to split trans-Andean and cis-Andean taxa into two species, with the Amazonian birds being named Zimmer's Flatbill (Tolmomyias assimilis), and the Central American and northwest South American population retaining the name of Yellow-margined Flycatcher, but henceforth taking the scientific name Tolmomyias flavotectus.
Then we used DAPC to assign individuals into populations, retaining the number of principal components using 85% of the cumulative deviance.
How is the t-allele retained by the population?
That suggested that, like sickle cell anemia and b-thalassemia, the mutations offer some protection against the disease and have been retained in the population.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com