Sentence examples for less penalized from inspiring English sources

We extract from the speech signal itself, the points which are physically susceptible of attaining larger values of residuals and we construct the weighting function such that the error at those outliers is less penalized.

The algorithm starts by plain l1-norm minimization and then, iteratively, the resulting residuals are used to re-weight the l1-norm cost function such that the points having larger residuals (outliers) are less penalized and the points having smaller residuals are penalized heavier.

It was also observed that distributions with mass concentrated in one of the classes are less penalized by applying q values near to 2.5.

In the alignment step, the scoring parameters used by the mappers are often those currently used in bioinformatics, i.e. from the evolutionary point of view, a substitution is less penalized than an insertion or a deletion.

From the results we can find that the higher penalty prices lead to less penalized power deviations, although the differences are relatively small (Table 7).

It is known that this exaggerative effect on the outliers is reduced with the use of l1-norm and hence, its minimization could be a meliorative strategy w.r.t the minimum variance solution, in that the error on the outliers are less penalized [11].

A second implication is that a less-controlled, less-penalizing coca market may be more conducive to lower levels of corruption in Bolivia, confirming the permissive coca market hypothesis (H2).

The rationale for conformationally restrained clusters is based on the expectation that more rigid structures would be less entropically penalized on binding to their counter-receptors.

This issue has, however, no influence on our conclusions as even with the less stringent penalizing for model complexity, we find the best fit for the simple models (in which only one parameter is estimated; see results).

On the other hand, in the zone pricing implementation, it is noted that the less distant users, i.e., first zone, are penalized less due to their good channel gain conditions that conclude to high transmission data rate with lower cost.

The typical choice of ρ is inversely proportional to the residual, so that the large residuals will be penalized less in the subsequent iterations.