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Since a correct ellipse was fitted to the selected arcs, our method also selected a right-bottom arc of the correct ellipse and converged in the next step.
In this regard, both elastic net and Lasso methods selected SEQ164, while the former method also selected SEQ162, which was highly correlated with gene SEQ164 (ρ = 0.65, P < 0.001).
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The filter methods also select a number of genes manually, which is known having difficulties in usage, especially for beginner biologists.
All the genes that have been selected by HBE method are also selected by Lee et al in their significant gene pool that consists of 27 genes that include redundant genes.
Isolates that exhibited clonal variation within a subject over the 12-week period or those isolates that were untypeable by either previous method were also selected for spa typing.
Thus in comparing the stability of the GPF method with that of the SG (all single gene) and SKG (single KEGG gene) methods, we also selected from the above classes of genes the top 20% of all genes based on Fisher score, and formed a ratio parallel to the above ratio S for these single gene methods.
Other than the binding sites identified by these methods, pockets were also selected based on the experimentally characterized binding site residues in each protein in the proteome or in their homologues.
For the dataset using emPAI values, other methods did also select bacterial proteins.
More advanced filter methods can also select specific risk variant combinations that are associated with a disease risk.
In our work we have also selected the method presented in [18], appropriately adapted for service ranking purposes.
We compare them with the popular benchmark of the Euler τ-leap method (TL; most recent formulation)[ 14], and we also selected two newer methods that are intended to be representative of the most current, fastest and most accurate methods.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com