Sentence examples for compromise between model complexity from inspiring English sources

In addition, the OPERA logP model is developed to compromise between model complexity and predictive ability, which are OECD recommendations for QSAR models developed for regulatory applications.

Even with this refinement, the weighted kNN is an unambiguous algorithm that fulfills the transparency requirements of OECD principle 2, with an optimal compromise between model complexity and performance.

In nutrient leaching models, which easily become complex when based on process descriptions, compromises are needed to trade off between model complexity and the way how realistically landscape is described.

This implies a tradeoff between model complexity and model selection.

Multivariable modeling is a tradeoff between model complexity and parcimony.

Furthermore, there is a clear trade-off between model complexity, algorithmic feasibility of models, and interpretability.

In addition, they select a suitable model according to a compromise between model fit and model complexity.

Lower values of the DIC indicate a better compromise between model fit and model complexity.

Models are scored in terms of 'model evidence' (more accurately, an approximation of the model evidence called variational free energy), and is a compromise between model accuracy and model complexity, avoiding bias towards over-fitting models that are less generalizable.

Hence, the model order is some sort of compromise between fitting the data and model complexity [32, 33]. Figure 18 illustrates the discussion through the obtained NEE criterion in (36), for the experimental conditions described in 4.1, in the cases of lower (n = 7), higher (n = 12) and exact (n = 9) model order of the FIR system.

Regarding DIC, it makes a compromise between goodness of fit and model complexity, and in some contexts, it can agree with measures of predictive ability.