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The results are also relevant to research on machine learning of Bayesian networks, since they support controlled generation of a large number of data sets at a given difficulty level.
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Mastery at any given difficulty level was defined as correct identification ≥55% of trials, approximately half way between the percentage expected by chance (≤8.3%) and 100%.
There are cases in which "it is more meritorious to realize a lower value at a given level of difficulty … than to realize a higher one" (Findlay, 1961, p. 381).
Three methods are following this concept by either looking at recurrent splits within single reads, misalignment of paired reads or overall difficulty in mapping at a given location.
The principal cause of reconstruction artefacts is the difficulty of detection of multiple nucleotide substitutions occurring at a given site by inference methods.
Rather than focus on flaws that one partner might see in another's involvement at a given time, we emphasized positive solutions to what we considered temporary difficulties.
A major difficulty in understanding the biophysical and biochemical bases of fibroblast motility stems from the wide variety of motility these cells can display at a given time.
Due to the difficulty of identifying re-fracture of the same fracture site using medical claims, we only reported the first fracture at a given fracture site.
A subject's answer to a given question was coded as "no difficulty," "some difficulty," "much difficulty," or "unable to do".
The authors have chosen a VF-14 score at which 50% of respondents have no difficulty performing a given task.
Although such manipulative experiments are not feasible at present given the difficulty of growing these nematodes in the laboratory, our results illuminate promising directions for future work and management of the plant-parasitic nematode X. americanum species-complex.
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