Sentence examples for model performance relative from inspiring English sources

Inclusion of the admission hemoglobin resulted in the greatest improvement in model performance relative to patient comorbidities and severity of illness.

Model performance (relative deviance reduction) was evaluated using cross-validation; that is, model parameters were fitted from 80% of the data, and the model was tested with the remaining 20% of the data (random subsampling).

Model performance (indicated by relative deviance reduction) reveals the behaviors most predictive of female song (C ) and male song (E ) (see 'Materials and methods').

Separate models were also fitted based on clinical data and a randomly selected gene set of the same size, to evaluate whether our gene expression model offered improved performance relative to this information.

The CMS-HCC risk adjustment models demonstrated better performance relative to the Charlson and Elixhauser models in predicting in-hospital and six-month mortality.

To examine their relative model performance, we rank the contributions from each of the climate factors.

This further emphasizes the point that AUC values provide an unreliable way to accurately compare relative model performance.

Next, we compared the relative model performance using 1013 complete cases with sufficient data to calculate all risk models using ROC curves and their AUC.

Because the other available tools, specifically iSeeRNA, PhyloCSF, and CPAT do not include plants as a model system, evaluating their performance relative to CodeWise was irrelevant.

Decision Curve Analysis (DCA) (Vickers and Elkin, 2006) allows one to evaluate model performance by weighing the relative consequences of a falsely positive or negative result.

Because this ratio changes with each of the individual models built on different data partitions, AUC values may not be useful in accurately comparing relative model performance between or among our subspecies and regional models.