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In GRNN optimization process only one parameter (smoothing) has to be adjusted in one pass through the data; no iterative procedure is required; the estimate is confined by the minimum and maximum of the data.
As mentioned by Specht (1991), in GRN network optimization process only one parameter (smoothness parameter) has to be adjusted in one pass through the data; no iterative procedure is required; the estimate is confined by the minimum and maximum of the data; convergence guaranteed; fast and stable.
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All of these studies require the estimate of radiative forcing in a consistent manner.
A rational water resource management plan (WRMP) requires the estimate of direct and indirect consumptions of water.
The evaluation of the glenohumeral joint laxity requires the estimate of displacements of the humeral head centre (HHC) with respect to the glenoid.
Furthermore, the use of global measurement models at each node requires the estimate of all parameters, which will contradict the motivation behind the implementation of DKF.
Posterior sampling requires the estimate θML from an already observed series π.
Value δ=0.95 requires the estimate's variance not to increase by more than approximately 10 times when the single parameter and multi-parameter scenarios are compared.
— In the latest move on eastern Long Island to crack down on illegal immigrants, a freshman Suffolk County legislator proposed a bill on Thursday that would require the estimated 15,000 licensed contractors there to verify their workers' legal status.
Images in the testing dataset will require the estimated mean and standard deviation estimated for the training dataset.
Furthermore, we require the estimated abundances to be ≥ 0 and the sum over all abundances to be ≤ 1.
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CEO of Professional Science Editing for Scientists @ prosciediting.com