Sentence examples for This penalization from inspiring English sources

This penalization is added to the distance criterion to minimize.

This penalization can then be followed by subsequent selection (of the simpler model).

This penalization is necessary to avoid exaggeration of any type I error.

This penalization occurs because more parameters or unnecessarily wide priors lead to a lower weighting of the high likelihood region.

This penalization may be larger than necessary; if so, the required data threshold for the phase transition might be reduced from what we observe.

This penalization strategy has the intuitively pleasing property of not affecting the recall, but lowering the precision of the clustering result when the amount of edges 'explained' by multiple modules increases.

But it is notable that the penalization of this urban encroachment is not applied to everyone with the same severity.

Given a limited sample size, it is possible to discover a phase transition by increasing the penalization; in this case a subset of the support may be recovered.

Using this modified scheme, the penalization will be 2 χ α,4 + χ α,12, which constitutes considerable savings, thereby increasing better prediction ratio (in terms of sensitivity and specificity).

We use this quantity to estimate the penalization λ for LASSO: we set \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document} $\lambda = \sigma ^{2}_{\text {NL}} + \text {var}(\epsilon)$ \end{document} λ = σ NL 2 + var.

In particular, the penalization scheme followed in this paper tends to ensure an almost sonic plasma condition at the plasma-obstacle interface, Bohm-like criterion, with relatively weak dependence on the target Mach number profile within the obstacle.