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Performance evaluation of the proposed approach proves that it is efficient, robust and scalable; it could outperform both PBIL and GA in many benchmark instances.
Gene named entity recognition and normalization are the important preprimary steps of biomedical text mining and have been studied for many years, and evaluated in many benchmark datasets, such as JNLPBA (24) and BioCreative challenges (7, 25, 26).
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Identifying rich features using modern machine learning methods has recently attracted attention and has achieved success in many benchmarks.
We haven't been able to see it in action yet, but it outperforms some of Intel's recent Atom chips in many benchmarks.
Linux is free and outperforms Windows 7 in many benchmarks.
But in reality many benchmark prices for oil and other commodities are merely estimates based on incomplete information from unregulated, illiquid markets.
Particle swarm optimization (PSO) has been successful in solving many benchmark test functions and real-world industrial problems over the past decades.
Studenmund, well-known on the Prep campus for his love of athletics, enthusiasm and strong sense of fairness, graduated in 2008 and achieved many benchmark accomplishments in his career with the U.S. Army before being killed in action in 2014 while serving in Afghanistan.
Our experiments show that SATenstein solvers achieved dramatic performance improvements as compared to the previous state of the art in SLS algorithms; for many benchmark distributions, our new solvers also significantly outperformed all automatically tuned variants of previous state-of-the-art algorithms.
The error in interface position when using the hybrid level set-volume constraint method is reported for many benchmark problems in polar coordinates, cylindrical coordinates, and on an adaptive grid in which one criteria of adaptivity is the magnitude of the interface curvature.
These two sources of variability prove sufficient to account for many benchmark phenomena in decision-making tasks (Brown & Heathcote, 2008).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com