Sentence examples for penalization coefficient from inspiring English sources

It also introduced changes to the penalization coefficient linked with age of retirement.

where C is a penalization coefficient for data points located in or beyond the margin and provides a compromise between their numbers and the width of the margin.

In order to obtain binary discrete topologies, the volume preserving Heaviside filter is used together with continuation schemes on material penalization coefficient and filter parameters.

Moreover, it also introduced changes to the penalization coefficient for early retirement and a premium for late retirement was introduced (2 % per additional year beyond 35 years of contributions or qualifying years).

Bootstrapping will be used to estimate the penalization coefficient [ 34].

Bootstrapping will be used to estimate the penalization coefficient.[ 62] As a form of sensitivity analysis, we shall also explore bootstrapped stepwise regression[ 64, 65] to see how well these approaches concur.

A proper continuation scheme is proposed to all penalization coefficients in order to achieve black-and-white solutions.

After the LASSO penalization, prediction coefficients for the blue colored pixels such as x n-1), x n-1), and x n-73) become zero as shown in Table 1, which means that the number of the support pix n-7for the tandet pix n-13 reduced as shown in Fig. 6.

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 ).

This algorithm performs a coefficient penalization in which only well-associated features emerge [ 28].

We used L2 penalization (penalizing the squared norm of the parameter vector).