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Then, we grid searched the space to tune the SVM regularization parameter and the gating function simultaneously.
The DF approach started with an arbitrary starting point and then grid searched for the coefficients that maximize the Mann-Whitney U statistic with the training data in the following steps.
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Fig. 3 Results of CV grid searching on training data.
We adopted a grid searching approach to find the optimal solution of the fault parameters.
See Figure 2. Mainly, there are two parameters in grid searching at the training stage.
Finally, the best source locations for each detected signal (points in Fig. 1(b)) were grid-searched from the infrasound source map in terms of infrasound arrival time and azimuth measured at the receiver.
Grid searches are the best, although that would require patience and commitment, which seem in short supply in Essex County.
We ran the grid search procedure twice.
Kernel selection; Parameter grid search; Feature selection.
(2013) incorporate a ridge regression approach to the grid search.
This makes it possible to avoid a grid search.
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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