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However, for these benchmarks, data was read directly from S3, as copying would increase the overall runtime considerably.
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Benchmarking data was the AGRE Affymetrix autism family dataset analyzed elsewhere in this paper, in the standard ped / map file formats.
A step to more realistic benchmark data was made in 2003 [ 28], generating simulated gene expression data using equations based on enzyme kinetics (for use of these data in method evaluations, see e.g. [ 8, 29]).
Computer experiments with benchmark data are described.
Different experiments on synthetic and benchmark data are made.
The principle of selecting "benchmark data" is the minimum of pressure parameter.
The CFD results validation and reporting methods applicable for the benchmark data are proposed.
The benchmark data are stratified into quartiles that is, the bottom 25%, the next 25%, and so on for each attribute, arrayed around a median (see the exhibit "Benchmark Scores for the Learning Organization Survey").
The generated benchmark data were utilized to systematically train a three-layered ANN framework that processes the feed-forward error back propagation methodology.
This work is part of a larger project at NIST in which benchmark data are collected for input and validation of multiphase combustion models, and the results presented provide a well-characterized inlet condition for the spray combustion reactor.
Computer codes may be developed to simulate the phenomenon that occurs in a PCC or DCC scenario, but benchmark data is needed to validate the simulations; previously there were no experimental test facilities to provide this.
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