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W.H., B.W. and A.T. evaluated the model and wrote the manuscript.
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This work provides the basis for future experimental work to evaluate the model and demonstrate its utility.
We evaluate the model and its ability to identify design bottlenecks and improve performance.
Each time, a different subsample is used to evaluate the model, and the remaining subsamples are used as training data to build the model.
To evaluate the model and the solution algorithms, we produce instances based on a study of real-life data.
Proof-of-concept tests were performed to evaluate the model and the results demonstrate that the model can qualitatively reproduce observed γ′ precipitation behavior.
We also provide a simulation study to evaluate the model and for the reader to become more familiar with the models and data.
Users may obtain the IGRF-12 model coefficients in electronic form, software for evaluating the model, and a "health warning" concerning the use of IGRF-12, online at http://www.ngdc.noaa.gov/IAGA/vmod/igrf.html.html
Five-fold cross validation was employed to evaluate the model and was also used to generate class-specific activity thresholds, based on the optimum cut-off value for a range of different metrics.
The receiver operating characteristics (ROC) curve and the 10-fold cross-validation are performed in advance to evaluate the model and for the sensitivity analysis.
– The analyses show a large variation in terms of what programmes are evaluated, the model assumptions and the methodological approach (e.g. the type of model).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com