Sentence examples for methods that shrink from inspiring English sources

Unlike existing methods that shrink the signal samples to zero, the proposed SI-LMS and SI-RLS algorithms shrink to zero the links that have poor performance or high MSE values.

In contrast to existing methods that shrink the signal samples to zero, SI-LMS and SI-RLS shrink to zero the links that have poor performance or high MSE values.

One explanation for the observed trend in Figure 1a is that regularization methods that shrink the network weights toward zero are too selective and often identify only a few relevant networks.

Given that carotenoid traits are likely largely explained by a small number of moderate- to large-effect loci (Wong et al. 2004; Chander et al. 2008; Kandianis et al. 2013), we hypothesized that a variable selection method that shrinks the variance explained by noncontributing markers to near or equal to zero, such as LASSO or elastic net analysis, would show higher predictive ability.

The major problem with wavelet shrinkage methods, as discussed, is that shrinking large coefficients entails an erosion of the spiky image features, while shrinking small coefficients towards zero yields Gibbs-like oscillation in the vicinity of edges and loss of texture.

7 11 12 13 Another way to alleviate the problem of model overfitting is to use methods that tend to shrink the regression coefficients (towards zero).

Note that our method shrink the regression coefficient matrix B based on the predefined groups of SNPs and traits.

From this result, it became clear that the shrink fitting method is a robust construction method capable of coping with the change of the shaft diameter.

Pamela Toschik, an international affairs specialist with NOAA, says marine researchers refer to these methods as "shrink and defend" — shrink the area in which the hooks are available by weighting the lines so the baited hooks sink faster, and then defend the remaining area with bird-scaring lines.

Penalized regression methods shrink down to zero the coefficient of markers that have little apparent effect on the trait of interest, resulting in a parsimonious subset of what we hope are true pertinent predictors.

Therefore, we devised a new construction method "shrink fitting method by high-frequency induction heating", and optimized construction method by applying dynamic characteristic evaluation in robust design which can efficiently evaluate the feasibility of the construction method.