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A literature review was performed in which grades of evidence and recommendations were defined according to the origin of the data (randomized clinical trials, non-randomized studies, expert opinion).
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The proposed data randomizing tool performs better than traditional interleavers over the mobile Bluetooth network.
The article proposes a novel data randomizing tool for enhance the quality of the audio signal transmission over ACL link.
Key-dependency schemes used in the construction of robust hashes include key-dependent transformations [1, 4, 12], pseudorandom permutation of the data [13], randomized statistical features [8 10], and randomized quantization/clustering [14].
This technique is employed in the simulation as a data randomizing tool.
To evaluate the generalization ability of the modeling, the data was randomized into 3 subgroups of subjects prior to model development, where factors such as age, BCR status, and Gleason score (GS) were balanced.
The resulting curve (black circles) is flat and shows the absence of any correlation when the data are randomized.
When the data were randomized, the average slope of the fluctuation function became 0.51, indicative of a random process.
Here, the data are randomized 1000 times to create 1000 datasets consistent with the null hypothesis.
Briefly, the data were randomized into five folds for cross-validation.
The data were randomized into 10 matching train-and-test sets.
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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