Sentence examples for applied to selection from inspiring English sources
In this work, an attempt is made to revise the capability of genetic algorithms to be applied to selection across many dimensions of the classifier fusion process including data, features, classifiers and even classifier combiners.
The second of the proposed models describes a more general system where the specifically designed GA is applied to selection carried out simultaneously along many dimensions of the classifier fusion process.
Many variants have been developed since then, with improvements such as automation of the bootstrapping and pattern discovery methods, often with machine learning techniques applied to selection, weighting and combination of local features in the immediate vicinity of the relata of interest.
Before phenotyping, this prediction model is then applied to selection candidates that have been genotyped.
No other criteria were applied to selection and inclusion of investigators, in order to avoid any selection bias.
In this study, Fisher exact test with a multiple testing correction was applied to selection of the representative GO terms of a pathway.
Influenza's host pathogen interactions translate into a more complex fitness landscape than the simple picture of directional selection underlying our analysis a similar caveat applies to selection inference in just about any wild population.
Although the dominance model was studied here when purebreds were selected for crossbred performance, the advantages of this model over the additive model also apply to selection for purebred performance.
And the usual ethnic, racial, sexual and geographic criteria apply to selections for Commerce, Education, Transportation, Housing, Interior and Energy; Great Mentioners don't sweat the small stuff.
However, L1 regularization may yield inconsistent selections when applied to variable selection in some situations [ 4] and often introduces the extra bias in the estimation [ 5].
The same cutoff and tSNP criteria were then applied to the selection scenarios to evaluate the power to detect selection.
