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Through evaluating computation time and similarity, these experiments prove that the proposed one-dimensional CNN model is effective, and the alignment algorithm based on a pairwise CNN of the model is efficient, obtaining higher similarity with less computation time than the other two.
Figure 1: Principal coordinates analysis of 32 goat populations based on a pairwise FST matrix.
The program GenAlEx v6.531 was utilized to infer expected heterozygosities (He) as well as to generate a PCoA plot based on a pairwise FST matrix.
The permutation method is a classical outranking model, which generalizes Jacquet Lagreze's permutation method and is based on a pairwise criterion comparison of the alternatives.
Analysis of the two mtDNAs indicated that the isolates are significantly different from one another with 12.6% and 9.9% nucleotide and amino acid divergence between them, for concatenated protein-coding genes; overall difference based on a pairwise nucleotide alignment of complete mtDNAs was 11.8%.
One of the major weaknesses of cold-formed steel structures is the type of attachment of their members to each other; in this regard, in this study, first various methods of connecting these members were extracted from interviews with experts in the field of earthquake engineering and construction management… by applying the group decision-making method based on a pairwise comparison model.
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In the first class of strategies, the idea is to aggregate the ranked results of single-molecule queries based on a pairwise-similarity, using each separately.
Regarding the first question, we found that the prediction of PFM similarity based on a single pairwise alignment is subject to large errors, when compared against our SVR models that were based on 30 features.
These results support this hypothesis, which was based on a standard pairwise comparison and TF analysis.
Each sequence was assigned to one of the seven discrete geographical groups (see Additional file 4: Figure S3) defined using a hierarchical clustering approach based on a geographical pairwise distance matrix.
Many of the previous analyses of β-defensin genes depended upon statistical tests based on a traditional pairwise approach, calculating and comparing the rate of non-synonymous (dN) and synonymous (dS) substitution between two sequences averaged over all codons.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com