Sentence examples for interaction in the original from inspiring English sources

SVMs generally provide excellent accuracy, in part because they allow for nonlinear feature interaction (in the original space), and in part because the max-margin method focuses on class separation, rather than conditional probability modeling of the classes.

We first transformed the original SNP-SNP interaction network into a gene-gene interaction network by setting each vertex as a gene and connecting two genes if there existed at least one pair of SNPs, each from one of the two genes, that had a significant and strong pairwise interaction in the original SEN.

There are 15,409 interactions in the original data, and after self-interacting protein interactions were removed, 15,129 interactions composed of 4,738 genes (proteins) remained.

All of drug-target interactions in the original datasets were collected from KEGG database.

Inter- and intra-module interactions correspond to a large fraction of the interactions in the original maps, particularly the high confidence ones (Fig. 3A and B).

As reported recently (Wang, 2014), the slight up-regulation observed for mRNAs with CLASH-identified non-canonical interactions in the original dataset was not reproducible in the second dataset.

In order to obtain better precision it is possible to take into account the syntactic structure of the sentence, or the global distribution of interactions in the original database.

After the generation of simulated data, we applied BOOST to identify embedded epistatic interactions in the original case-control data and metaBOOST to identify epistatic interactions in the simulated metagenomic case-control data, and we present results in Figure 2, in which the power of a method on a model is defined as the proportion of the ground-truth epistatic interactions being identified.

First, each interaction tested in the original studies was collected.

We therefore included these 2 interaction terms in the original multiple model.

A sensitivity analysis including several interaction terms in the original model was performed.