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This Cytoscape plug-in was run with the default parameter except changing the iteration to 100,000 (the parameter used in the original paper) and switching the Hubfinding On/Off.
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Through detecting the generated model, changing the model and iteration times and data ratio, and then conducting data training, the optimal model and data ratio are obtained after comparing the test results.
Of course, the necessary iterations number can change after changing the dataset and depends especially on the number of probes.
The proposed OFDM model has been tested by changing the number of iterations of MAP decoder and evaluating and comparing its performance under four different digital modulation schemes.
PET images were reconstructed with the original MR-ACDixon using the same parameters as the previous sub-section, only changing the number of iterations to 3 and Gaussian post filtering to 4 mm.
Note that we also attempted a more precise tempering approach involving continuously changing the parameters in every iteration, but the binary tempering approach shown in Fig. 15 achieved the most accurate and stablest results.
Here is one example of how to use Python to run the Smoothing application, changing the algorithm at each iteration: Additionally, the OTB applications are available in QGIS via a Python plugin which is built on top of the QGIS processing framework [21] making spatial analysis tasks more productive and easy to accomplish.
The minimization problem can be solved using an iterative scheme, changing the point of linearization (for simplicity, the iteration index is removed).
Another approach to mitigating this effect is tempering NTF by changing the type of divergence during the iterations [32].
Figure 3 depicts such a case, in which changing the reconstruction parameters (subjects and iterations) and post-filter resulted in a trade-off between %contrast and image noise and did not reach an image that satisfies both criteria.
With this thought, we explored on changing the execution setup the number of iterations in each run in particular of the program.
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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