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Using a larger value for np wastes bandwidth and does not change the system performance.
This means that by using a larger value for λ, fewer iterations are needed to approximate the inverse of the system.
Compared with the Lovasz swapping test of δ ∥ b i ∗ ∥ 2 ≤ ∥ b i + 1 ∗ + μ ( i + 1 ) i b i ∗ ∥ 2 with δ = 3 / 4, a stronger swapping strategy implies using a larger value for the control parameter δ in the Lovasz condition, which can be between 0.95 and 0.999 (see e.g., [7]).
A predictor set found using a larger value of α contains more features with strong relevance to the target class concept, but also more redundancy among these features.
Using a larger value of threshold m (i.e., the number of shared q-mers between reads) can increase the probability of finding correct overlaps as well as increase the precision of this phase of the proposed algorithm.
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To obtain reduced processing times, ASHFALL ignored vertical diffusion of the ash, although its effect was partly accounted for by using a large value for the horizontal diffusion coefficient.
This negative effect of using a large value of (varepsilon ) is illustrated in Fig. 12 using experimental results on the three-objective WFG4 test problem by the three variants of MOEA/D: no normalization, normalization with (varepsilon = 10^{-6}) and (varepsilon = 1).
When one is not sure how to choose this threshold, using a large value erring on the side of declaring more range lines as potentially containing moving objects would be the safe approach with a less reduction in computational cost with respect to the original version of our approach.
The proposed R-F model is computationally efficient to analyze GWA data sets with thousands to millions of SNPs without the need of using a large value of mtry.
In this simulation, we use a larger value for (h_{c1cdots 12}) to ensure a smooth torque output.
Intuitively, when the network has a higher packet loss rate, we intend to use a larger value of M j to gain the benefit of network coding.
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