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The IFNL3 genotype (AUC 0.72) outperforms KIR (AUC 0.59) and HLA Class I alleles (AUC 0.65) when considered on their own.
Hence, we can deduce that the proposed protocol outperforms IPSec when considering the communication overhead resulting from the establishment of the encrypted tunnels.
With as few as 4 cores, PILEUP outperforms samtools when considering up to 1 million SNPs.
The classic example: Charles Allmon Charles Allmon of Growth Stock Outlook, who has been suspicious of the market and in varying amounts of cash since 1986, but whose stocks, when considered alone, have nevertheless outperformed it.
We still achieve higher precision and recall than the other approaches, showing that our integrated approach still outperforms other approaches when considering large complexes only.
ConClus outperformed all algorithms when considering the networks with the highest average and maximum in-degrees among the networks used in the experiments.
For C. elegans, the simultaneous conservation to both species also outperforms the accuracies obtained when considering only one of the two other species.
However, continuous production of succinate is likely to outperform batch processing, especially when considering the projections of the following downstream processing.
Observing the results for synthetic data in Figures 2 left and central we see that the methods BN-I and BN-E100 clearly outperform the others specially when considering the edge directions (DGE criterion).
The multiple testing penalization for the two-locus χ test prevents it from significantly outperforming the machine learning algorithms, except when considering the epistatic model with low marginal effects.
Our new component outperforms the original version in isolation and when considering a particle filter that uses the new component in place of the original version.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com