Sentence examples for selecting the tuning from inspiring English sources

Procedures for selecting the tuning parameters have also been introduced.

The method has two tuning parameters, and guidelines are provided for selecting the tuning parameters.

Table 2 shows the PSE in (16) evaluated from the test data after selecting the tuning parameters based on C p and CV.

Dudoit and van der Laan [8] give the asymptotic proof of selecting the tuning parameter with minimal cross-validation error in V-fold cross-validation and, therefore, provide a theoretical basis for this approach.

Patterns obtained when selecting the tuning factor using L5% or CV were similar.

As evidenced in the simulation studies, selecting the tuning parameter using cross-validation should also consider the possible population structure in the data.

Its cooly designed Saramago Cafe Bar sits at the bottom of a modern courtyard and hosts regular free nights such as Blue Sunshine which has resident DJ Plasmatron, from Mogwai, selecting the tunes.

Mitsuda expressed difficulty in selecting the tune for the orchestral medley, eventually picking a tune from each era and certain character themes.

Moreover, we derive a C p criterion in order to select the tuning parameters included in our estimator.

So, a useful range for λ t is given by ([0,lambda _{t}^{text {max}})). Traditional approaches to select the tuning parameter for an ℓ 1-penalized regression problem are cross-validation and generalized cross-validation (GCV) [41].

Data from region 1 are not used to build the SVM or select the tuning parameters.