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Mappers turn their given chunk into a sequence of key–value pairs; exactly how these key–value pairs are generated from the input data depends on the particular computing task and is determined by the code written by the user for the map function.
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So, there are six possible data organizations of the input data depending on which dimension input data will be aligned.
CA-RF and CA-RSCU did not perform as well as WCA possibly because their input data depend on the degree of codon degeneracy, which differs among amino acids [ d a in Equations (2) and (3) in Section 2.2].
How useful this would be relative to further refining alternate input data would depend upon the perceived value of the different outputs: for example, inter-event times inform cumulative estimates and durations of ash hazard over the total eruption but do not affect individual plume height hazard maps.
The objective of the optimization is to determine the set of model parameters, Θ, that optimally explains the input data, D. Θ depends on the thermodynamic model.
Availability and quality of the input data varied widely depending on the substance and exposure pathway considered.
Accordingly, the direction signal depends only on the first and last input data, while the crossover signal depends on the average of last (N − n) data and the average of first n data.
Because the statistics relating the input data to the solution depend on the measured quantity, SNAPHU incorporates three built-in statistical models, for topography data, deformation data, and smooth generic data.
However, the accuracy depends on input data (DEM) and on pvgis data availability.
In real case those probabilities may not be known in advance as it depends on input data, we could then consider having an online profiling in order to improve efficiency of the caching system, but this is beyond the scope of this article.
The differences depend on the BET input data.
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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