Sentence examples for penalty strength from inspiring English sources

By deriving lower bounds of the penalty strength and constructing discrete energy estimates we prove time stability.

So far, it was assumed that the penalty strength parameter λ is given.

The optimal penalty strength, λ, for the shrinkage models is selected using grid search.

Specifically, we use the penalty strength that maximizes the predictive correlation in within-cohort prediction in Croatia.

An alternative way of selecting the penalty strength is presented in Supplementary Material, Figure S2B, where we split the Orkney samples in 10-folds and iteratively use 9-folds to select the optimal penalty strength (validation) and make predictions on the held-out fold (testing).

The training data are used for parameter estimation, the validation data are used for model selection (e.g. to select the optimal penalty strength in the penalized regression methods) and the testing data are used to estimate prediction accuracy.

The elastic net penalty may be written as: where and are the L1 and L2 norm, respectively (with j indexing variables) and λ1 and λ2 are fixed parameters controlling the penalty strengths.

Know your penalty kick strengths.

Penalty over, even strength.

It believes that the movement to do away with the death penalty is gathering strength: "No government can design a death penalty law that applies only to Timothy McVeigh.

In 1980, Cesar Fierro received the death penalty on the strength of a confession secured after an El Paso sheriff colluded with police across the border in Juárez, Mexico, who arrested Fierro's parents and threatened to attach an electric generator to his stepfather's genitals.