Sentence examples for model shrinkage from inspiring English sources

Curiously, the evidence of model shrinkage was there all along, easy to track.

Multivariate models were independently validated using the lasso approach for model shrinkage described by Tibshirani (1997).

LASSO is one of the regularization algorithms originally proposed for linear regression models, and has become a popular model shrinkage and selection method.

A new method for modeling shrinkage of a biomass particle is presented and validated in a detailed wood pyrolysis model.

Both unique positive and negative magnetoresistance (MR) phenomena were observed in these polymer nanocomposites (PNCs) and theoretically analyzed by two different models (wave-function shrinkage model for positive GMR vs. forward interference model for negative GMR).

In the clinical model, the shrinkage is performed by applying a factor of 0.92 to all four regression coefficients: the small amount of shrinkage necessary to move the average predicted curve close to the observed one reveals the relatively small effect of the overfitting issue in a model constructed with low-dimensional predictors.

In the B3 model, the shrinkage is first estimated from the concrete strength and composition, Eq. 30.

Both fat and water content were found to be significantly effective (P < 0.05) in the model for shrinkage and moisture loss in linear form.

The results for each deterministic submodel are then compared to the total model: the "shrinkage" of their summary statistics reflects the uncertainty linked to the parameters of a specific submodel, more than the model and modelling choices themselves.

To allow for the effects of FA and GGBS, a prediction model for shrinkage was developed where the ratio and total percentage of FA and GGBS were included.

This paper presents an improvement of the ACI model for shrinkage of concrete containing three types of pozzolans including silica fume (SF), fly ash (FA), and slag (SL).