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Since our approach inherently incorporates both of the Laplacian matrices corresponding to the two feature spaces ({mathcal {F}}_1) and ({mathcal {F}}_2), all other baselines were also run using the concatenation of these two feature spaces for the sake of fair comparison.
The resulting tree topology was similar to that generated using the concatenation of five classical housekeeping genes: rpoB, hsp65, secA, recA and sodA.
Our phylogenomic approach uncovered a set of genes detected using median ranking that supports the subspecies classification inferred using the concatenation of the five classical genes.
The five coding regions, nad4L, atp4, rpl5, rps14, and cob, were aligned (supplementary fig. S1, Supplementary Material online), and the synonymous substitutions per synonymous site were measured using the concatenation of all five.
Using the concatenation of all nuclear genes, the comparison of the models assuming a second independent ω for (i) all Neobatrachia and (ii) Amphicoela favored the latter (ΔAIC=14; Table 3).
The evolutionary relationships among the 56 strainsains were investigated using the concatenation of the 919 polymorphic positions found over 689 genes out of the 2,807 core genes (the other core genes were identical in all strains).
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We use the concatenation of X O and X H as a dictionary.
The second main approach used the concatenation of sites between all genes in the nuclear or mitochondrial genome, respectively.
For the other parsers, we use the concatenation of WSJ and GENIA for the retraining, while the reranker of RERANK was not retrained due to the high cost.
Then for a new test sequence, we can extract two latent feature vectors, and, and use the concatenation of these two features as the sequence features.
Koyuturk et al. proposed to use the concatenation of upper triangle of adjacency matrix as the canonical label of graphs [ 20].
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