Sentence examples for maintain interpretability from inspiring English sources

To maintain interpretability at the patient level, conditional (mixed effects) rather than marginal (GEE) methodology will be used to estimate tolerability trends.

We chose a maximum size of 200 nodes as the upper bound to maintain interpretability of modules, as we tested a subset of larger maximum sizes between 200 and 500 that generally resulted in modules that were too general in their functional annotation and therefore not as informative.

In our sample, four latent classes were sufficient to capture health status heterogeneity while maintaining interpretability and stability over time.

Where it is not feasible to obtain pre-construction data, a design including reference streams is important to maintain the interpretability of results.

The default value for b is 0.The number of hypotheses used for a given prediction should not be too important in order to maintain the interpretability of the model.

Role of constraints in maintaining the interpretability of a fuzzy system and its model is discussed.

Especially in the construction of a fuzzy system from a set of given training examples, little attention has been paid to the analysis of the trade-off between complexity and accuracy maintaining the interpretability of the final fuzzy system.

Researchers have proposed schemes to ensure amenability of sequences to computation, but it remains difficult to achieve computational objectivity while maintaining biological interpretability.

This method maintained the interpretability of the standardised figures and the comparability between calendar periods, genders and educational categories within a cancer site but not between sites.

More broadly, careful attention to relative timing and durations of stress and pollution exposures is critical in maintaining directionality and interpretability as we progress with this research.

The factors were rotated by orthogonal transformation (varimax rotation) to maintain uncorrelated factors and greater interpretability.