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Moreover, to further improve the prediction accuracy, we try to enrich the reference data set and construct consensus models, which are critical for reducing the high variance of individual models.
To reduce the redundancy and identify interaction partners of special interest we used the information from all significant network modules within risk groups to construct consensus networks.
The s - CDS of A. thaliana was used as mapping reference to construct consensus sequence matrix.
The vertebrate ligands and potential ligands in Table 1 were used to construct consensus sequences (Fig. 2).
Aligned sequences from the concatenate datasets were used to construct consensus trees using MrBayes v3.1 [ 38] and PHYML v2.4.4.
Sequences were imported into BioNumerics (Applied Maths, US) version 6.0 to construct consensus sequences for each marker.
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You're not my father Despite the mastery with which this show is constructed, consensus is that Walter Jr has perhaps not had as satisfying a story arc as the rest of the cast.
Science and society do not proceed on the basis of a constructed consensus, as current knowledge is always open to well-founded challenge and disagreement.
Zhu et al.[7] introduced the applicability domain (AD) in their study, and constructed consensus model from multiple individual models using k nearest neighbors (KNN), random forest, hierarchical clustering, and so on.
Therefore, to explore the complementary features of different modeling techniques for predicting the acute oral toxicity, we also constructed consensus models based on the above described individual LLL models.
Where Neandertal fragments overlapped, we constructed consensus sequences and joined them into "minicontigs," which were used to determine the Neandertal state at the positions that changed on the human lineage.
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