Sentence examples for model prediction reliability from inspiring English sources

The standard error of the individual neural network predictions is taken as the indication of model prediction reliability and is incorporated in the optimization objective function.

So, an appropriate number of cycles determined by the fitting error can effectively avoid excessive fitting, promoting model prediction reliability.

This paper proposes combining multiple ELM models to enhance model prediction accuracy and reliability.

Uncertainty factors in atmospheric dispersion models may influence the reliability of model prediction.

The reliability of model prediction depends on (i) model concept, (ii) parameters, (iii) uncertainty of input data, and (iv) uncertainty of reference data.

Finally, the methodology is applied on the engineering benefits of a laser peening process, and a confidence band for residual stresses is established to indicate the reliability of model prediction.

The statistical analyses and the closeness of the experimental results and model predictions show the reliability of the regression model, and thus, biostimulation of indigenous microbial density and activity can reduce remediation period of petroleum hydrocarbon and heavy metal-contaminated environment and subsequently the cost of remediation.

A good agreement between the model prediction and experimental results confirms the reliability of the developed model.

In order to assess the reliability of the model prediction and to reduce the complexity of a calculation model in a reasonable manner, this article presents an evaluation method for the prediction quality of coupled partial models.

Of particular importance in determining the reliability of a model prediction is whether an output response maintains a consistent direction despite noise in measurement data.

A third reason why imputed sequence information did not improve prediction reliability could be parameterization of the BSSVS model.