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Pattern-matching is a means to compare the theoretically based predictions with the data in the site: "For case study analysis, one of the most preferred techniques is to use a pattern-matching logic.
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The results of the HMM based screening in both L. rhamnosus GG and C. jejuni NCTC 11168 before and after filtering with the fold based predictions are shown in Figure 2, together with the most abundant GO categories present amongst the predicted GTs.
Furthermore, the MFE and structural-ensemble based predictions of SNP effects were studied with the same data set of 30 SNPs with reported structural effect (Supp. Fig. S8).
Comparison of ARACNe-based predictions with the Tomlins et al. data set [ 25] identified 13 of the 88 predicted MYC transcriptional targets differentially expressed between normal prostate tissues and androgen-independent metastases (FDR-adjusted P values < 0.05).
RITA combines homology-based predictions with the Naïve Bayes approach to compositional classification used in [ 49] to generate predictions with increased precision relative to a one-step BLASTN search performed by MG-RAST.
In order to predict potential kinases for quantified phosphosites, we used the NetworKIN algorithm which augments motif-based predictions with the network context of kinases and phosphoproteins and can assign a specific kinase to an identified in vivo phosphosite with a 2.5-fold higher accuracy than previous methods such as Scansite and NetphosK [ 49].
This issue can be addressed by combining the sequence-based predictions with predictions based on the temporal correlation of miRNA and target genes.
Our gene prediction strategy was to combine a low-threshold BLAST search with profile Hidden Markov Model- HMM) based gene prediction with the prograModel- HMM [ 36].
In 80 out of 226 SMP responses tested, the best transcript-based prediction outperformed the best marker-based prediction, with an average improvement in accuracy of 4.8%.
The multiple sequence alignment of the various rice MT protein sequences (based on in silico predictions) with the protein sequence of MT gene cloned in our laboratory from Indica rice genotype Pokkali, OsMT1e-P [Genbank: EU684548] has been shown in Additional file 1: Figure S1A.
YouTube has revealed its list of Grammy predictions based on contenders with the most views.
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