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This characterization presents a number of histograms and can be performed for input datasets including genomes or metagenomes.
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Probabilistic sensitivity analysis (Monte Carlo simulation) will be performed for all model inputs.
As final, optional stages, sequence extraction and read counting (Stages 5 and 6), using the generated GTF, can be performed for each sample providing inputs for downstream analysis.
The tracking of the noise estimation has to be performed for two cases: When the smoothed input is greater than the estimated noise When the smoothed input is smaller than the estimated noise.
It is worth to note that no dimension reduction was performed for BD input data due to the low dimensionality of the input space.
This note also illustrates the facts that the CVDEA model can cause significant efficiency changes when a scale transformation is performed for an input or output and may produce multiple local optimal solutions due to its nonlinearity, leading to totally different assessment conclusions.
An MD simulation of 8 ns duration was performed for each input configuration.
In case of very low bit-rate speech coding ( 1 kbps), a frequency decomposition into sub-bands was performed for every ms long input segment.
Numerical simulations are performed for a large number of input data.
For this purpose, extensive experimental investigations are performed for various heat sink geometries, input power, as well as inclination angle.
The prediction of STAR values with the GAM model was performed for two specific combinations of input parameter values.
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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