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In the last few years, scientists have used grid technology in fields that often require immense amounts of computing, like particle physics and genome research.
For the sake of fairness, it used grid search algorithm for parameter selection in all algorithms.
Toyama et al. [34] used grid files to index the camera location and temporal information of videos.
An important methodological issue for computational schemes is dependency of numerical results on the used grid size.
To find the optimal network configuration we used grid search, limiting the number of epochs to 500 to speed up the training.
In order to optimize the SVM performance, we used grid search with fivefold cross validation to select the penalty parameter for mislabeled examples C and Gaussian parameter γ.
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We used grid-search cross-validation in all experiments.
Originally, he used gridded sketchbooks for this, but eventually he started creating his own grids, too.
By contrast when we used grid-specific model data, the regression coefficient was attenuated by an estimated 19% for urban ozone, 22% for rural ozone, 54% for urban loge(NO2) and 44% for rural loge(NO2).
The grids and X's can also be rearranged (for example using grid, grid, X, X, instead of grid, X, grid, X) and the letters can be placed in a different order.
I learned a different geometric representation from Tatiana Shubin, who always teaches me to use grid paper for my mathematics.
Write better and faster with AI suggestions while staying true to your unique style.
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