Sentence examples similar to linked to the regularization from inspiring English sources
A different regularization approach is proposed that is closely linked to the well-known LMS algorithm.
In Bayesian genomic selection models the regularization of the excess predictors is performed by shrinking the effects of the markers not linked to the phenotype toward zero by assigning a suitable shrinkage inducing prior density for the marker effects.
A multivariate logistic regression model with L2-regularization was used to assess the independent effect of Lp(a) on diabetes and its interactions with variables traditionally linked to the disease.
These priors are interesting due to its link to l1 regularization and secondly due to the mixture of Gaussian representation of the Student-t probability density: S t ( f j | ν ) = ∫ 0 ∞ N ( f j | 0, 1 / τ j ) G ( τ j | ν / 2, ν / 2 ) d τ j (33).
This role is completely shifted to the regularization parameter λ.
Parameter γ refers to the weight given to the regularization term.
This allows us to optimize the regularization to compromise between the minimization of these two quantities.
Of those, less than 9,000 have been able to register under the regularization program, according to Human Rights Watch.
Cross-validation was used to determine the regularization coefficient.
This motivates us to introduce the regularization (Tibshirani, 1996): The regularization (also called Lasso) performs feature selection and classification in a unified formulation.
