Sentence examples for compromise the model from inspiring English sources

Nevertheless, these benefits may come at the cost of reduced transparency, which may compromise the model's face validity and credibility.

The extent to which these two assumptions compromise the model is evaluated below, where we validate the model against actual data in starving individuals.

These simplifying assumptions do not compromise the validity of the model, as the treatment of severe cases (whether effective or not) has little impact on the community transmission of pandemic influenza, given that severe cases are only a small proportion of the total case load and that treatment does not significantly reduce infectiousness [18], [34].

Furthermore, all our patients were admitted to the hospital and received intravenous treatment, which might compromise the applicability of the model in the ambulatory setting.

Although this may compromise the validity of the model, additional sensitivity analysis undertaken by replacing the missing categories with normal categories and applying the coefficients obtained from the multiple imputation model to the dataset suggested better performance than shown (AUC 0.816, sensitivity 73%, specificity 75%, and positive predictive value 53%) (Supplementary Fig. 3).

It may be desirable to remove factors from the model for simplicity, provided this does not compromise the predictive ability of the model.

However, the severity of this model and the non-specific neurological lesions (spongiform cortical lesions) compromise the use of this model for neuropathophysiological studies.

Despite the low loading it does not compromise the overall fit of the model.

If the risk of ESRD was deemed clinically irrelevant, although rare, this would indeed compromise the validity of our model.

This may compromise the construct validity of the models we analyzed.

On the other hand, relaxing the simplifying assumptions to the point of analytical intractability or computational infeasibility may seriously compromise the fundamental purpose of the models.