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We describe our method for benchmarking Semantic Web knowledge base systems with respect to use in large OWL applications.
While several previous studies [16, 30, 39, 43] compared several algorithms, they did not use a widely accepted audio classification method for benchmarking their neural networks.
According to Song et al. [38], DEA is a method for benchmarking production units' productivity, profitability or any other criteria that could be assessed based on the available input and output variables.
For example, Gary Phillips at the American Institutes for Research sketched out a method for "benchmarking" states' passing scores against a standard that prevails in countries whose students do well in international tests.
It should be considered a potentially valuable adjunct method for benchmarking complex health policy goals such as those for chronic disease.
In short, the QCA method presents as a possibly valuable small- N adjunct method for benchmarking, rather than a singular solution to the challenges that beset a measurement-minded age.
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For the above mentioned reasons, we do not consider any of the miscellaneous methods for benchmarking.
The AP method was chosen for benchmarking, because Chen and Reynolds (2002) showed that it outperforms other 2D structural descriptor-based similarity measures, such as the approach based on Molecular ACCess System (MACCS) keys proposed by Molecular Design Limited (MDL).
Results obtained using this method for benchmark models of white and pink noise as well as the classical Henon map indicate that true Lyapunov exponents can be isolated from spurious ones with high confidence.
As an example, Figure 2 shows histograms of the results (i.e., objective function values reached and the frequency with which they were found) obtained with the DHC local method for benchmark B3.
These cannot be used for benchmarking methods that aim at the prioritization of candidates for polygenic diseases.
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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