Sentence examples for accuracy and selection from inspiring English sources

Similarly, response to selection was maximized under the same conditions due to increasing both accuracy and selection intensity.

Rates of synonymous and nonsynonymous changes are reduced in highly expressed genes, respectively, because of selection for translational accuracy and selection for translational robustness (Drummond et al. 2005).

Therefore, there is a trade-off between computational time and accuracy, and selection of the most appropriate method for the system of interest should be chosen judiciously.

The functional information of these variants can help in prediction of phenotypes or genetic merit with higher accuracy and selection of individuals can be done accordingly.

Schaeffer [ 3] highlighted the potential benefits of this strategy for dairy cattle in terms of reducing generation intervals, increasing prediction accuracies and selection intensities, reducing breeding organization costs and making it feasible to perform genetic evaluations of difficult-to-measure traits.

Tuning one parameter followed by the other (λ1−λ2 and λ2−λ1) caused the Elastic net to mimic LASSO and Ridge regression, respectively, in terms of the penalty parameters selected (Fig. 2) as well as prediction accuracy and variable selection (Fig. 3).

We then assessed the forests' classification accuracy and variable selection ability using 25 new simulated testing datasets.

This involves randomization of the sampling frame to maximize quantitative accuracy and eliminate selection bias.

We hypothesize that the integration of biological networks, such as Protein-Protein interactions, will improve prediction accuracy and variable selection in logistic models.

Combined with our context-specific local alignment potential, our distance-based pairwise potential can help improve both alignment accuracy and template selection especially for hard targets.

The different selection approaches were compared under four different genetic architectures to investigate the effects of evaluation methods and reference population on accuracy of MEBV and selection response.