Sentence examples for model benchmarking is from inspiring English sources

Model benchmarking is an exercise to compare the performance of many models when simulating a specific case with a known solution.

The progress toward modeling benchmark is also discussed.

The effect of the use of administrative versus clinical models on benchmarking is shown in figure 4. The majority of SMRs calculated using the original administrative model was higher than 1, which indicates that the model underestimated the risk of mortality.

Let (sigma) represent the score of the model being benchmarked and (sigma _r) the score of the reference model (to which the model being benchmarked is compared).

In a preceding paper, the calibration of the joint components modeling through benchmarking was presented.

For example the 1-day ahead MAE of the multivariate benchmark model (M-benchmark) is on all holidays 8.59 GW and on all non-holidays 1.31 GW, so the absolute error is 656% larger on holidays than on non-holidays.

The three choke models selected for benchmarking were: Sachdeva et al. (1986), Perkins (1993), Al-Safran and Kelkar (2007).

Two average performing hospitals according to the clinical model became outliers when benchmarking was performed using the administrative model.

Except MLR and MLP as benchmark models, another benchmark model is proposed considering both uncertainties in temperature and load variation when inputs are fixed with linear quantile regression (LQR).

Finally, a comparison with Model predictive control benchmark is made to show the capability of the new benchmark.

Two representative MST model reduction benchmarks are presented in order to facilitate further development in this area.