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A benchmark for robustness is currently lacking in the NoSQL ecosystem, and software engineers looking for the most robust database would benefit from research into this area.
Taken together, our experiments suggest that ncMCE-SP might represent a new benchmark for robustness in the topological prediction of PPIs, and this is the third main result of our study.
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Three different types of workload can be considered for robustness benchmarking purposes: real workloads, realistic workloads, and synthetic workloads.
To benchmark the robustness of our peak calling method we compared the raw read counts for each species within their native genomes within the lifted s-DMRs coordinates.
We also introduce a new numerical benchmark for unsupervised clustering algorithms, which measures their robustness with respect to the errors that are likely to affect the input sequences.
"We made it the way it needs to be for robustness.
Figure 2 presents the proposed generic setup to benchmark the robustness of Web services.
Additional file 1: Results for robustness checks.
We then check the results for robustness.
Laplace smoothing was applied for robustness.
To evaluate robustness of the proposed algorithm furthermore, we implemented a set of attacks defined by Stirmark® benchmark for audio[48],[49].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com