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The effectiveness of the proposed algorithm is also confirmed by the realistic test images in the absence of image compression history.
Possibly, discriminative DNN training might overfit the extended training data, which as a result does not fit well to distortions of the realistic test data.
The realistic test set contains 1092 candidates from a recent experimental screen for bacterial non-coding RNAs (Schlüter,J.-P. et al., manuscript in preperation).
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Make a list of the traits and characteristics that are non-negotiable, consider each one individually to make sure that it meets that "realistic" test.
For instance, field testing, while offering the most realistic test environment, has the drawback of being most expensive and time consuming.
This ought to be the most realistic test — except that it doesn't include any use of Web browsers, iTunes, Windows Media Player, online TV shows or games.
The panel concluded that using the surrogate infection model to demonstrate efficacy has a sound scientific basis, that the use of Shigella flexneri as a test organism coupled with a modified hand contamination procedure is supported by published data, and that the model represents a realistic test for the efficacy of consumer antibacterial handwash products.
Numerical results are presented, aimed at verifying the formal order of accuracy of the scheme and to assess the performance of the method on several realistic test problems.
The good recovery of the target model with realistic test data in retrospect justifies our neglect of interdependencies between the experimental internal coefficients of different degrees and orders by using a diagonal data covariance matrix.
We can test the calculation method presented in the previous section by constructing realistic test cases where the correct surface electric field is known.
The latter database was created with the objective of replicating a realistic test scenario, wherein majority of the sequences (in the three metagenomic data sets) are derived from unknown microbes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com