Sentence examples for using the penalty parameter from inspiring English sources

Using the penalty parameter λ, RR tries to find the optimum between these two extremes.

Using the penalty parameter \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\alpha =0.01$$\end{document} α = 0.01, we found that the resulting optimal parameter values were quite stable.

The RBF kernel function is used here, and the penalty parameter C and the RBF kernel parameter γ are optimized by grid search approach with 3-fold cross-validation.

For a plate bending problem, in [15] we got an optimal estimate by the (C^{0}) interior penalty method using Adini element and the penalty parameter was accurately estimated.

In HyperLasso regression, as before, we fixed the shape parameter as 3.5 and chose the penalty parameter using 10-fold cross-validation.

Then, an edge-preserving smoother analysis [ 51], using the Pott's filter with the penalty parameter set to 2 and the least allowed aberration size limited to two clones, was performed to identify genes that were highly enriched for 5 mC or 5 hmC in the three different culture groups.

Actually, the effect of vector Bregman iterative parameter b → is used to reduce the dependence on the penalty parameter θ, as the same role of Lagrangian multiplier λ in augmented Lagrangian projection method (28a).

The penalty parameter was estimated using the generalized cross-validation criterion [ 37].

[ 2009 ] the shape parameter in HyperLasso regression was fixed to 3.5 and the penalty parameter was chosen using 10-fold cross-validation.

The penalty parameter was chosen by using optimCoxBoostPenalty.

In the third experiment, consider nine uncorrelated LFM sources and DOA estimation performed based on the two proposed sparse model in (25) and (28), where a grid interval of (triangle hat {theta } = 0.25^{circ}) and the penalty parameter of η=0.55 are used.