Sentence examples for through a predictor from inspiring English sources
STS profiling can aid in diagnosis through a predictor tracking distinct tissue differentiation in unclassified tumors, and in therapeutic management via oncogenic pathway activation and chemotherapy response assessment.
In the second step, the response is predicted through a conditional predictor where the estimators obtained in the first step are utilized.
The proposed model is designed through two phases of modeling: a predictor and a descriptor.
A previous study reported that dysphagia treated by feeding through a nasogastric tube is a predictor of the development of pneumonia in patients with ICH.
In conclusion, the results of this protocol study will indicate the importance of depression in diabetic care through exploring (1) depression as a predictor of renal function decline, and (2) how adherence to hypoglycemic medication relates to depression and renal function decline.
ΔSOFA was calculated and evaluated as a predictor of mortality through its discriminative capacity and calibration.
These kernel methods incorporate non-linearity of a predictor set x through a nonlinear transformation of x, subsequently allowing analysis of the response in terms of features ϕ(x) in a linear way.
Once we had collected evaluator ratings for the reference genes, we set out to train a predictor from those ratings through the application of machine learning procedures including linear models (LM), regression trees (RT), neural nets (NN), support vector machines (SVM) [12] and multivariate additive regression splines (MARS) [13].
Results from a model in which bronchiolitis hospitalizations, rather than RSV positivity, was used as a predictor gave similar results through the end of 2011 (data not shown).
The advantage of path analysis is that it permits the partitioning of the correlation coefficient into its components, one component being the path coefficient that measures the direct effect of a predictor variable upon its response variable; the second component being the indirect effect(s) of a predictor variable on the response variable through another predictor variable [26].
More generally, the significance level of a predictor in the models compared did not necessarily attest to the amount of gain in prediction quality that might arise through the inclusion of this predictor.
