Sentence examples for balance between model refinement from inspiring English sources

In order to strike a balance between model refinement and the amount of information available to infer the model parameters, the ARTIVA model delimits temporal segments for each gene where the influence factors and their weights can be assumed homogeneous.

AIC provides a score that represents the balance between model fit and the number of parameters (model complexity) [29].

However, the power-law distribution achieved a good balance between model parsimony and fit.

The balance between model precision and parsimoniousness was assessed using Akaike's information criterion (AIC) [ 29].

In some cases, the differences in covariate balance between models could be quite minimal.

But the music of the pianist and singer Barbara Carroll sustains an exquisite balance between classical refinement and a steady, understated jazz pulse.

Hence, a good model should balance well between model bias and model variance.

These deviations have allowed us to discriminate between the various mechanistic models and have facilitated a degree of model refinement.

Model refinement: Changing the model structure to minimize discrepancies between the fitted model and the experimental data.

Having a new general framework was needed in part to reduce unnecessary, cross-model redundancies between different candidate CELLS during analogue refinement, and facilitate an iterative model refinement process capable of automated cross-model validation.

b, Validation of the model refinement protocol.