Exact(4)
The outputs of the algorithms (the edges chosen for maximal matching), saved as.csv files, are ported to Gephi through the "Data Laboratory" user interface for visualization.
This is not a critical problem when operators can validate the outputs of the algorithms directly, as they still enable a very high data compression rate by dramatically reducing the amount of information that an operator has to review.
Meta-algorithms focus on "consistency" in the decision-making, avoiding intrinsic assumptions made by the individual algorithms using a battery of performance measurements applied on the outputs of the algorithms in a consensual and yet independent fashion.
When compared to the outputs of the algorithms' original versions, the BioC-compliant modules produced the same results.
Similar(56)
It suggests that technical transparency – revealing the source code, inputs, and outputs of the algorithm – can build trust in many situations.
This will need user judgements based on the outputs of the algorithm.
Since we have the original compositions from the myExperiment repository at hand, we are able to compare the output of the algorithms with the original ones.
Once configured, ATLAS platform compares automatically the output of the algorithms with the corresponding original true position information (which was created by the Route Generator).
The output of the algorithms -- the "this, then that" -- creates the trade (again this is a simplification, I'm open to better examples), which creates a profit of some relatively small amount.
This implies checking if the output of the algorithms covers the space of solutions uniformly.
The outputs of the trained algorithms (in our case x and y velocities) served as inputs to train the fusion algorithms (Figure 2).
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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