Sentence examples for effect of penalization from inspiring English sources

4. Scaling of predictor variables : the effect of penalization depends on the magnitude of coefficients and therefore on the scale of the coefficients.

We compare the effects of different penalization operators, and conclude that the Fokker Planck (FP) operator is a good choice.

Now the real essence of the modification of penalization really comes up.

To address this issue, we proposed the addition of penalization terms to the original governing equations.

These errors appeared especially important for larger samples, i.e. in small samples any degree of penalization is likely to have a substantial effect, while over-penalization becomes more harmful as sample size increases.

Our results showed that GRR produced either similar or even lower prediction accuracies as compared to RR-BLUP, which indicates that marker selection by giving different degree of penalization through the application of different shrinkage effects is inadequate for the tested traits.

Increasing the level of penalization leads to greater sparsity, effectively making λ a continuous model selection parameter.

Instead of seeking help, women are going underground for fear of penalization.

The range of penalization factor is [2−8, 28].

Hence a critical point of functional I is a solution of penalization problem (1.2).

where η is the regularization parameter that determines the amount of penalization the solution norm undergoes.