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We work with the Monte Carlo methods considering a thousand iterations to estimate the capacity in every case.
In order to demonstrate the features of the proposed approach, it is compared with two other methods considering a set of indices.
The illustrative example of FLI1 module highlights an advantage of FuseNet over methods considering a single dataset during network inference.
We used a form of internal empirical calibration (see Materials and Methods), considering a range of values for p12 and choosing that for which the posterior expectation of colocalisation, averaged over all regions considered, most closely resembled the prior expectation of colocalisation.
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These methods consider a load deflection relationship or energy balance.
Furthermore, both methods consider a MAX-Log-MAP estimation technique which takes an optimal advantage from these embedded signaling.
The cost and production model for both the conventional and SM mining methods consider a medium-size surface coal mine in WV.
However, most of these methods consider a single criterion that can merely be applied to detect the particular structure/distribution of data.
In order to see the reach of these concepts and methods, consider a few examples drawn at random: –The "flash crash" of May 2010 focused attention on the many forms and roles of algorithmic trading of equities.
Regularization or so-called "shrinkage" methods consider a weighted variance-covariance matrix, as in ridge regression [ 21].
Score-based methods consider a number of possible BN structures and assign a score to each that measures how well it explains the observed set of 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