Letting Sk represent the set of all subcellular localization classes for kingdom k, we use the ngLOC method to generate a separate probability distribution over Sk, where P sclmk|di) denotes the probability that domain di is localized into location sclmk∈Sk.
Of the 18 rats that had an accurately localized implant location, two exhibited a general absence of fMRI activity – most notably at the site of stimulation – and were excluded, leaving 16 animals for further analysis.
The natural bond orbital charge, electron location function, localized orbital locator and frontier molecular orbital analysis offer further insights into the electron density of the Li-doped BNNC derivatives.
This study is our first attempt at using the pooled multisite data to localize genetic locations using autism subphenotypes.
Note that Pre s i captures the ratio of the number of correctly predicted multiple locations to the total number of multiple locations predicted, and Rec s i captures the ratio of the number of correctly predicted multiple locations to the number of original multiple locations, for all the proteins that co-localize to location s i.
Learning each BN involves learning the dependencies among the other locations that are primarily related to proteins localizing to location L. For each Bayesian network classifier, its corresponding BN is learnt with the goal to improve the classifier's prediction quality.
Using the estimates of the two most probable locations, a multi-localized confidence score is computed as a measure of the likelihood of the protein to be localized to both locations; if the score is above a certain threshold, the protein is predicted to be assigned to both locations.
The subsequent dislocation slip is mostly localized at these locations, thereby forming large slip steps.
In order to enhance the precision and directionality of these signaling events, PKA is localized to discrete locations within the cell by A-kinase anchoring proteins (AKAPs).
