Sentence examples for performance and uncertainty from inspiring English sources

The measured performance and uncertainty analysis indicated that the ANN-m was the best performing model with R2 (0.97), RAE (0.21), D (0.93) and the lowest 95% confidence prediction error interval (+0.22 to +3.49).

Cross-validation procedure was used to evaluate model performance and uncertainty.

Weighting filters are proposed to straightforwardly and effectively impose performance and uncertainty specifications.

Since precipitation is commonly the most important input data in hydrological models, model performance and uncertainty will be negatively impacted in areas with sparse rain gauge networks.

We use Bayesian auto-calibration to explore how observed data frequency affects the performance and uncertainty of INCA-P, a process-based catchment phosphorus model.

On the other hand, we found that all resampling procedures provided accurate estimates of error, and that they can also provide confidence intervals that are informative about the performance and uncertainty of the classifier.

The findings show that the policy parameters have an effect on any measured performances and uncertainties with some conditional exceptions.

We attribute the poor performance, and underestimated uncertainty, of the stochastic simulations to estimation bias introduced by model errors.

This study investigates the influence of such a coarsening of model grid on model performance and prediction uncertainty.

At last, simulations demonstrate the great control performance and the uncertainty rejection ability of the robust scheme.

The maximum likelihood model is then used in forecasting the fine grid performance, and the uncertainty associated with the predictions is quantified.