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To gather sufficient test data for accurate characterization, various machines are usually selected to work together on material testing covering quasi-static, intermediate and high strain-rates, which is referred to as a multiple-machine program in the present paper.
Only a minority of countries in Africa had sufficient test data to be included in these rankings - and it could be that countries such as Ghana are among the higher achievers in the continent, performing better than the majority for which there are no comparable figures.
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Further, developing sufficient test patient data and concrete test cases are time-consuming tasks, which require a significant amount of lead time and resources.
Exclusion criteria consisted of a document pertaining to non-manual procedures, lack of sufficient tests or data, and anecdotal, speculative or editorial reports.
Acquiring the test data, with sufficient accuracy, is often the biggest challenge in the parameterization process.
It is observed that, although three Prony series terms are deemed sufficient to fit the static test data, convergence of the dynamic response and study of the storage and loss modulii necessitate the use of additional Prony series terms.
Data are reported here for the 34 participants who submitted a sufficient number of PC-based test data sets to allow reliable analysis of both study phases (at least 8 measures per study phase).
As a result, not only do we use this important information implicitly, but we are also able to obtain a sufficient number of training and test data for building and evaluating our classification algorithm.
Our goal was to provide a transparent example of the manner in which a genomics-based cancer predictor might be developed from training data and evaluated on independent test data with sufficient detail and documentation to allow the full process to be replicated by other researchers.
It doesn't do the trick in every circumstance, however, and test data aren't sufficient to evaluate teachers.
The Raftery estimation suggests that 1 e6 iterations are sufficient to achieve stationarity for a test data set with 1000 SNPs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com