Sentence examples for the same penalization from inspiring English sources

Likewise, the same penalization formula applies to Type‐2 and Type‐3 questions.

Conversely, it gives the same penalization to large sparse deviations as to smaller clustered deviations.

However, the risk of topological errors is also increased, and therefore we use the same penalization as in the fourth case.  .

The same penalization is charged to all airlines regardless of its capital structure and market position, thus demonstrating an equitable treatment of among airlines.

An extended solid isotropic material with penalization (SIMP) model is introduced for acoustic design sensitivity analysis in topology optimization, where the same penalization is applied for the stiffness and mass of the structural volume elements.

In this case, the marker effects were derived using RR since this method allows fitting all markers simultaneously in the model (i.e. taking LD into account), with the same penalization across the genome (i.e. no marker-specific shrinkage).

The MCP [Breheny and Huang, 2008; Zhang, 2007] is a nonconvex penalty that applies the same rate of penalization as the Lasso when the coefficients are near zero.

This work introduces a new computational algorithm to solve implicitly in the same step the Penalization term and the Laplace operators, since explicit computations are limited by stability issues, especially at low Reynolds number.

The idea is to start with a B-spline basis, considering more knots than if we were using regression splines (but not as many as observations), and subsequently introduce a penalization in the same way as if we were using smoothing splines.

The penalization is chosen on purpose to fulfill ⟨(n + 1) p n )⟩ = 1 for uniformly distributed p. This guarantees that the penalization is of the same magnitude as χ.

Data quality control and normalization : in addition to normalization and quality control appropriate for the data at hand, features should be transformed to the same scale, as the impact of penalization on coefficients is scale-dependent (Tibshirani, 1997 ).