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In the general concept of machine learning, a feature vector with lower dimensions is usually preferred when a similar performance can be achieved when other conditions are the same.
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The aim of this study was to find out the optimal gene vectors with lower cost and more effective gene delivery than commonly used gene vectors.
This selection is based on the fitness, and basically, the vector with the lower cost proceeds to the next generation.
However, in S. kudriavzevii and S. bayanus CEN/ ARS vectors segregated with lower fidelity than in S. cerevisiae, which was likely due to divergence in the CEN element.
We also favor perceptual vectors with the lower variance value, P j Var i as given in Equation (3), where ξ j is the variance of p(w j |x i ) and T is the sum of all the variance values through j categories.
Expectation has been that arbovirus strains with lower vector competence at late EIPs will be at a competitive disadvantage and an arbovirus strain with the highest ultimate value of b should out-compete strains with lower dissemination rates at some fixed EIP.
Therefore, it is very likely that the performances of the proposed LT coding algorithm can be significantly improved by using high-performance (but more complex) quantizers,13 since the reduced set of LSF vectors may be quantized with lower ASD/resolution compared to the MS-VQ.
When the comparison was done between a vector-based and a raster-based map with lower resolution, the vector-based map was converted to high-resolution raster and then aggregated to the cell size and grid of the low-resolution raster.
Our extended studies of transgenic expression of FIXR338L achieved equivalent or improved hemostatic correction with lower exposure to vector than is required when a vector expressing WTFIX is used.
The same protective efficacy can be achieved with lower doses of adenovirus vector allowing for a more extended use of each preparation and importantly minimizing toxicity from the vaccine vector.
In areas with lower precontrol endemicity (lower vector biting rates), such transmission becomes less important and biannual treatment has a lesser impact, yet still shortens program duration.
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