Sentence examples for balance between model performance from inspiring English sources

This method enables a modeller to incorporate the information obtained from the experimental data in the assessment of the uncertain model predictions and to find a balance between model performance and data precision.

Keeping a balance between model performance and computational efficiency in the context of limited resources is a delicate problem in model development.

From software modeling perspective, they will maintain a balance between model complexity and prediction performance because including too many predictors may lead to a loss in precision, whereas omitting important variables may result in biased prediction [ 23].

We therefore achieved optimization to create a balance between statistical performance, parsimony, and usefulness of the model using the routine gbm.simplify, a method analogous to backwards selection in regression [46].

The balance between high performance and comfort is astonishing.

Duke's Dance Program emphasizes a balance between creative performance and the historical/theoretical aspects of dance.

The algorithm aimed to make balance between VMs' performance and overall energy consumption.

Most of the algorithms aimed to make balance between VMs' performance and overall energy consumption.

This allowed a reasonable balance between aerodynamic performance, lift, and internal space for fuel and equipment.

Therefore, we considered the 3 component model to have achieved the study's objective with an appropriate balance between performance and complexity, and further elaborations of model structure were not pursued.

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