Sentence examples for counterbalance model from inspiring English sources

Overparameterized models tend to overfit the data and, when comparing models with different dimension, it is necessary to counterbalance model fit and model parsimony by adding a penalty term that depends on the number of parameters.

The latter top-down models counterbalance the traditional emphasis on bottom-up water engineering approaches.

This additional information can be really useful for physicians, and counterbalance the somewhat lower model fit compared with the best mixed logit model.

The design was counterbalanced so that each model was on the left or right an equal number of times and so that each subject was exposed to a large and a small audio variant.

We thus venture that this peculiarity could be explained by a possible bias in the dipole term of the secular variation model that would counterbalance the bias in the 2010 main field model.

Moreover, a crucial function of Caspase-8 in this model is to counterbalance RIP3-dependent liver injury.

Adding a covariate will always reduce the error of a model; this is counterbalanced by a penalty on the number of covariates.

Consequently, biased values of the effective transport parameters counterbalance the deficiency of the associated models.

The efficiency achieved in actually solving the problem may be then counterbalanced by the effort required to model the system and validate the analytical expressions used to set the problem.

The placement of each ActiGraph model was rotated and counterbalanced to avoid any potential order or placement effects.

This model allows for dynamic counterbalancing forces to maintain normal architecture, but which could be regulated to form complex nuclear structures in nondisease tissues (Mammoto and Ingber 2010; Mazumder et al. 2010).