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In contrast, our protein conformation sampling method can sample conformations for only one short segment at a given time.
That is, this new method can sample protein conformations in a continuous space while the fragment-based methods cannot do so.
Thus, our CNF method can sample native-like angles at these residues more frequently than the CRF method and avoid generating a large number of mirror images.
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Automation of the TruTip extraction method can increase sample throughput while maintaining performance.
The results indicated that the DMRTS method can adequately sample the conformational search space, producing a diverse set of high quality solutions.
On the real human gut metagenome data, the method can discriminate samples of inflammatory bowel disease (IBD) patients from control samples with high accuracy, which cannot be separated when comparing the samples with unsupervised clustering approaches.
The NC method can detect samples that are similar to the query from the viewpoint of the correlation.
The NC method can detect samples that are similar to the query from the viewpoint of the correlation without a teacher signal.
Whereas, to test whether such a method can cluster samples into simpler sub-classes, permutation method was employed to construct a significant level of random acetylation status labels.
With current sequencing methods, we can sample genomes comprehensively.
This difference in apparent outcome is not exclusive to particular pairings of experimental methods; it is a direct consequence of the time scale accessible to a method that is, any method that probes an interaction at a rate longer than the lifetime of the interaction will miss it, whereas other methods that can sample faster or artificially stabilize the interaction will observe it.
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