Sentence examples for data a penalty from inspiring English sources

On Nov. 3, safety regulators fined Takata $70 million for failing to promptly disclose defects in its airbags, and accused the company of manipulating test data, a penalty that could grow by $130 million if the company does not live up to its agreement with the agency.

The smaller the AICc values, the better the fit of the model to the data after a penalty for each additional variable present in the model.

The calculation of AIC value includes the deviance, which is a measure for the accuracy of the model to describe the data and a penalty for the complexity of the model (i.e. the number of parameters).

Keeping accurate records is also a legal requirement, and poorly kept data could result in a penalty from HMRC.

This estimates for subsample k as (3) where is the log-likelihood of for data, and λ is a penalty parameter.

Model selection was guided by the Akaike information criterion (AIC), which assesses the fit between the data and the model with a penalty for the number of parameters (i.e. favoring the more parsimonious model).

The benchmark study that compared several methods to deal with unbalanced data sets showed that assigning a penalty value (Wi) outperforms alternative methods, including generation of pseudo-positive samples and re-sampling (random selection of a few negative samples) [ 40].

This would avoid distortion but leading to an unbearable data rate penalty because of the long impulse response of power-line channels.

We used a cubic b-spline basis with a knot placed at every minute and a data adaptive roughness penalty on the second derivative.

The AIC is a sum of two quantities that can be viewed as a penalty for discrepancies between data and model predictions and a penalty for the number of parameters in a model.

The trade-off between goodness-of-fit to the data and low penalty is determined by a penalty parameter; the value of this parameter was determined using cross-validation.