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Figure 2 presents the proposed generic setup to benchmark the robustness of Web services.
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.
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The first episode aims at benchmarking the robustness of the technique against common image processing tools (compression, denoising, filtering, etc).. Thus, "BA" must be efficient so that it strongly multiplexes the original content and the watermarking signal in a nonreversible way when the secret key is not known.
Our results on a wide range of commonly used DT classification benchmark datasets prove the robustness of our approach.
To improve the coverage and representativeness of the benchmark, the robustness tests must be performed in such way that fulfills a set of key goals/rules: All the operations provided by the Web service must be tested.
To compare the robustness of different algorithms, benchmark functions are optimized at 30 independent runs.
A statistical benchmark of ProKSI's performances illustrates the efficiency and the robustness of the approach when using different kinds of proxies.
For instance, we tested the robustness of the deepBlockAlign algorithm by analyzing the benchmark dataset using various values of the distance weight parameter υdist observing consistent results (Supplementary Table S2).
This is done to both test the robustness of the results obtained with the NBREG model and benchmark our results with those of previous studies.
The robustness of our method is well demonstrated by the benchmarking parameters.
The robustness of the proposed technique is tested by simulation of an IEEE benchmark system in the cases of partial shading and of electric faults.
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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