Sentence examples for excessive parameters from inspiring English sources

Lower DIC values are preferred, indicating a better model, while a high pD value indicates excessive parameters in the model.

Support Vector Machines [ 31] was used for classification of samples between two categories, and Diagonal Linear Discriminant Analysis, which avoids complex models with excessive parameters in order to avoid over fitting data without loss of performance [ 32] was used for classifications with more than two categories.

Boosted ARTMAP is an on-line learner, it does not require excessive parameter tuning to operate, and it reduces precisely to Fuzzy ARTMAP for particular parameter values.

We substitute ∇θ j J into the gradient descent method to renew the parameter, in order to gain the unique solution, and we add weight damping item to modify the cost function, which make cost function become strictly convex functions and prevent excessive parameter values during network training.

The value of the total plasma iron clearance rate had to be prescribed as fixed value in order to avoid excessive parameter correlation (see paragraph "parameter identifiability").

EXAMINE takes advantage of sparse graph theory to overcome the excessive-parameter problem with an adaptive-connectivity model and fitting algorithm.

Reverse-engineering of gene networks using linear models often results in an underdetermined system because of excessive unknown parameters.

Overgrowth syndromes comprise a group of heterogeneous disorders characterised by excessive growth parameters, often in association with intellectual disability.

We note that this simulation model used bulk dielectric properties of Ag and SiO2 from Palik's handbook(40) and did not explicitly include a granular morphology for Ag films in order to limit complexity and excessive adjustable parameters.

One could speculate that a slower, nonspecific component of binding might also be present using a third compartment for the radioligand, but we did not examine that model in the present study, in part due to uncertainties that can arise from an excessive number of parameters.

As a result, the FE formulation does not require the use of an excessive number of parameters that could "consume" degrees of freedom during estimation and inference.