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Due to the effect of both regularization terms, we obtain a sparse classification function that attributes similar weights to successive spots.
A feature selection method is commonly composed of two parts: a search algorithm and a criterion function that attributes a quality value to the feature subsets, in order to select a subset of features that makes a good representation, classification or prediction of states (or values) of the objects in study.
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One function that is attributed to Lis1 is stabilizing neuron association with the glial fiber [ 2].
Consistent with these observations, SHR/STZ animals within the current study had reduced cardiovascular function that was attributed to systemic increases in oxidant levels, inflammatory cytokines, blood glucose concentration, and systolic blood pressure.
High-risk HPV DNA is detected in more than 90% of cervical carcinomas worldwide [ 4] and it has been shown that HPV types 16 and 18 can immortalize normal cells in culture, a function that is attributed to E6 and E7 oncogenes [ 5].
Data integration methods compute the score of a given protein pair as a function that combines observed attributes, both of individual proteins and of protein pairs, from multiple data sources.
This indicates that a patient has to change 23.0 points on a scale from 0 to 100 to detect an actual change in shoulder function (that cannot be attributed to measurement error).
These results serve as a further validation of the significance of the identified combinations, as well as an indication of the biological function that can be attributed to each CDS.
Functional molecular networks represent the interactions of molecules leading to biological functions that are attributed to a certain dataset of genes.
The variety of the glycoconjugate structures and, accordingly the array of functions that are attributed to these molecules, from host cell invasion to deception of the host's immune system, are astonishing.
Kalles [ 25] classification tree algorithm uses a fitness function that takes the two quality attributes of misclassification rate and tree size into account.
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