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This resulted in ∼5% of the mapped reads being handled by the Random filter.
To make the comparison more fair, we ignored the mappings output by the Random filter in our pipeline.
Any mappings output by the Random filter are treated as unmapped reads in the figures and tables.
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Adding an additional filter before the Random filter will help to reduce the amount of random choices made in the final output.
The Random filter will choose only one from the set at random to keep in the merged result.
We obtain 240 semantic predications for depth 4 and 4,679 semantic predications for depth 6 by the random walk filtering.
The second is caused by the convolution of a random filter with the received signal.
By random filtering measurement, this process can be seen as the convolution of the received signal and the FIR filter f of length B, which approximates the analog filtering in the digital domain.
(5)The interferometric imaging condition represented by Eqs. 4 and 5 effectively reduces the artifacts caused by the random fluctuations in the wavefield by filtering out its rapidly varying components (Sava and Poliannikov 2008).
Then excessive outputs of deep graph search are filtered out by the random walk algorithm, which uses the transfer probability as a criterion to select relations between entities.
The transformed vector served as the random SF filter for a given trial.
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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