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The model was developed by machine learning methods (as an extension of Support Vector Machines [39]) from a moderately large set of manually annotated tweets.
Given this moderately large set of parameters that have been tuned by the authors one wonders about over-fitting.
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Chiminey is a smart connector mediating running specialist algorithms developed for workstations with moderately large data set and relatively small computational grunt.
We have shown that it is straightforward to implement several methods to search for gene gene interactions in a moderately large data set, but the question of which method is superior can only be answered when real gene gene interactions are identified in human disease.
On the other hand, in a sample of data sets with 16 taxa, the correlation is virtually zero (−0.009) (fig. 3 B ). Hence, with a moderately large data set, for example, 16 taxa, and a young clade (RCA = 0.5), the algorithm is able to correctly estimate the λ/μ ratio, even when the mean binding site number deviates strongly from the expected equilibrium-binding site number.
For small data sets, with less than 15 taxa, we found no improvements except for rather small qcutoff values reflecting the fact that, for small data sets, there are not too many possibilities for the values of ν(C, χ) implying that noisy should be used only for at least moderately large data sets.
Standard methods for measuring ethanol yield after pretreatment and SSF [ 4] are laborious and impractical for evaluating large numbers of samples, but alternative assays have been developed that are more rapid and suitable for analyzing moderately large sample sets [ 5, 6].
Using a moderately large prokaryotic multigene data set, we also demonstrate the limited performance of some of the available tests, in terms of long computation time or hard-to-interpret results.
She also won by quite a lot in moderately large states like Arizona and Tennessee.
However, the complexity of solving the above set of nonlinear equations is still too high for moderately large numbers of feedback bits and channels.
The non-linear, moderately large amplitude flexural free vibrations of an arm clamped with a setting angle to a rigid rotating hub are studied.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com