Sentence examples for analyses of model performance from inspiring English sources

This is followed by quantitative analyses of model performance (Subsection 3.3).

A set of postoperative variables (Table 2) was also analysed for a clinical interpretation of model performance.

The area under the curve (AUC) in ROC analyses is a threshold-independent measure of model performance as compared to null expectations.

Further assessment of model performance was based on examining the output of model parameters and carried out by analyses of multiple additional features.

Model selection criteria examples and comparison of model performance statistics.

Alternative measures of model performance.

Information regarding the usefulness of these general scores in cancer patients requiring ICU care is still restricted and most reports are limited by relatively small sample sizes and/or the statistical analyses used in the assessment of models' performance [ 28- 32].

Furthermore, we extended the analyses to the context of the overall model performance, and looked at the influence of the discriminatory ability of a genetic model on screening parameters for risk groups with a frequency lower than, equal to or higher than the disease risk.

On the basis of their superior model performance in the preceding analyses, we used creatinine-adjusted values in subsequent analyses.

When data are available to allow for exercises like those described here, they can be used to assess model performance; descriptive analyses of the process taken to do so can contribute to a dialogue about different approaches that are taken by analysts to assess model process and model structure uncertainty.

Table 4 The results of regression analyses Predictors Innovation performance Model 1 Model 2 Model 3 Model 4 Model 5 1.