Sentence examples for refining the parameter from inspiring English sources

For supervised learning, through a well designed objective function, the backpropagation strategy directly optimizes the classification results in training dataset by refining the parameter space.

We chose to stop the exploration at (k=5) (33 values of γ) because the observed convergence suggested that refining the parameter space would not produce much better results.

Refining the parameters of our standard growth conditions to more precisely mimic plant responses in nature can provide a powerful method for improving our understanding of seasonal response.

Again, useful details are given of the process of refining the parameters for classification of the descriptors and for revising and removing those draft descriptors that did not conform to these parameters.

Useful details are given of the documents analysed (which are largely similar to those that the original developers of the CEFR also consulted, with the addition of some Chinese documents) and the procedures developed for drafting descriptors and for refining the parameters for describing reading proficiency.

In the interim, the data from this pilot study may be helpful in refining the parameters used in any additional ORV cost-benefit analyses for the elimination or reduction of raccoon-variant rabies, including modelling studies of animal to human transmission risks.

This is recognized by the MEgPC algorithm, which refines the parameter space where the response surface can not be represented by a polynomial of degree p ˆ = 3 up to the prescribed tolerance.

Conditions for the IM analyses were as follows: short runs of 10 million steps were used to refine the parameter limits and heating parameters.

Additional data from surveys of health-seeking behavior, physician testing practices, and policies for confirmatory testing at public health laboratories could help refine the parameter estimates.

The heuristic searches relied on a preliminary run to refine the parameter search space (the initial values of Θ and M were estimated from FSTs, the searches included ten short chains of 1 × 10 generations with 5000 recorded genealogies followed by four long chains of 25 × 10 generations with 50 000 recorded genealogies, and a burnin of 10 000 generations was applied).

Then, a relaxation iteration method is developed to refine the parameters of the total model.