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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 great flexibility that can be applied to selection from phage-display libraries provides the scientist a substantial advantage over conventional monoclonal antibody technology in the search for binders with selected and defined properties.
These values complement the criteria expected of selection tools as defined by the Ottawa consensus statement, which conceptualised selection as " assessment for selection" and recommended that the principles of good assessment be applied to selection tools [ 19].
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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.
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.
A mathematical approach to optimize selection on multiple quantitative trait loci (QTL) and an estimate of residual polygenic effects was applied to selection on two linked or unlinked additive QTL.
Thirdly, Incremental Feature Selection Method was applied to select the best-performing predictor constructed by Nearest Neighbor Algorithm.
Stepwise selection processes were applied to select the comorbidities of prognostic relevance.
Then, an adaptive beam-selection procedure is applied to select beams.
The theoretical model can be applied to facilitate selection of suitable TCO material in DSSC design to avoid the adverse TiO2/TCO interfacial effect.
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