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Genetic selection for survival time, using a selection method that takes IGE into account, could reduce FP behaviour.
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The question whether phage display can be used as a selection method in the directed evolution of enantioselective enzymes has not been answered satisfactorily to date.
The Bayesian information criterion (BIC) was used as a selection method to identify the best fit explaining the origin of the variation per gene expression.
The system was optimized by eliminating unimportant features using a feature selection method (UTA method).
Libraries were then prepared using Illumina Tru-Seq RNA Sample Prep Kits for mRNA-Seq using a 3' poly A selection method.
Then, features were selected using a forward selection method.
The authors suggest the selection of a smaller set of variables using a "double selection method".
Selection of the filters can be done computationally using a filter selection method presented below in this section.
First the number of features is reduced by eliminating the less relevant features using a forward selection method based on a ranking criterion and then backward feature elimination is applied using a feature subset selection method, as explained next.
Additional covariates were selected separately for each outcome using a forward selection method.
The proposed solution, referred to as the heterogeneous defect prediction (HDP) approach, is to first select the important features from the source domain using a feature selection method to eliminate redundant and irrelevant features.
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